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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.30 by buchmann, Tue Jun 19 16:13:35 2012 UTC vs.
Revision 1.56 by buchmann, Wed Sep 5 20:16:25 2012 UTC

# Line 33 | Line 33 | void todo() {
33  
34  
35  
36 < void find_one_peak_combination(TCut specialcut, float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &DataSigma, stringstream &result, bool doPUreweighting = true, string saveas="")
36 > void find_one_peak_combination(TCut specialcut, 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 52 | Line 52 | void find_one_peak_combination(TCut spec
52    if(method==doKM) {
53      //we only need this histo for the KM fitting...
54      rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
55 <    MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method,saveas);
56 <    DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method,saveas);
55 >    MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
56 >    DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
57      delete rawttbarjzbeemmMC;
58    }
59    else {
# Line 62 | Line 62 | void find_one_peak_combination(TCut spec
62      reducedMC->Add(rawJZBemMC,-1);
63      reducedData->Add(rawJZBemData,-1);
64      //this is Kostas' way of doing it - we subtract em to get rid of some of the ttbar contribution (in reality, of flavor-symmetric contribution)
65 <    MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method,saveas);
66 <    DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method,saveas);
65 >    MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
66 >    DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
67      delete reducedMC;
68      delete reducedData;
69    }
# Line 73 | Line 73 | void find_one_peak_combination(TCut spec
73      
74   //  MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
75   //  DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
76 <  dout   << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
77 <  result << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
78 <  dout   << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
79 <  result << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
76 >  dout   << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
77 >  result << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
78 >  dout   << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
79 >  result << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
80    delete rawJZBeemmData;
81    delete rawJZBeemmMC;
82    delete rawJZBemData;
# Line 86 | Line 86 | void find_one_peak_combination(TCut spec
86  
87   void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb)
88   {
89 +  switch_overunderflow(false);
90 +
91 +  bool DoInvidualeemmPeaks=false;
92 +  
93    float mcpeak, datapeak;
94    float mcpeakerr, datapeakerr;
95    
# Line 95 | Line 99 | void find_peaks(float &MCPeak,float &MCP
99    float datammpeak,dataeepeak;
100    float datammpeakerr,dataeepeakerr;
101    
102 <  float mcSigma, dataSigma;
102 >  float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
103    
104    dout << "Finding global peak : " << endl;
105 <  find_one_peak_combination(TCut(""),mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma, dataSigma,result,doPUreweighting,"");
102 <  
103 <  dout << "Finding peak for electrons : " << endl;
104 <  find_one_peak_combination(TCut("id1==0"),mceepeak,mceepeakerr, dataeepeak,dataeepeakerr,mcSigma, dataSigma,result,doPUreweighting,"_ele");
105 <  dout << "Finding peak for muons : " << endl;
106 <  find_one_peak_combination(TCut("id1==1"),mcmmpeak,mcmmpeakerr, datammpeak,datammpeakerr,mcSigma, dataSigma,result,doPUreweighting,"_mu");
107 <  
108 <  datajzb << "(" << jzbvariabledata;
109 <  mcjzb << "(" << jzbvariablemc;
110 <  
111 <  if(dataeepeak>0) datajzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
112 <  else datajzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
113 <  
114 <  if(datammpeak>0) datajzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
115 <  else datajzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
116 <  
117 <  if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
118 <  else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
119 <  
120 <  datajzb << ")";
105 >  find_one_peak_combination(TCut(""),mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
106    
107 <  if(mceepeak>0) mcjzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
108 <  else mcjzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
109 <  
110 <  if(mcmmpeak>0) mcjzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
111 <  else mcjzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
112 <  
113 <  if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
114 <  else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
107 >  if(DoInvidualeemmPeaks) {
108 >    dout << "Finding peak for electrons : " << endl;
109 >    find_one_peak_combination(TCut("id1==0"),mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
110 >    dout << "Finding peak for muons : " << endl;
111 >    find_one_peak_combination(TCut("id1==1"),mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
112 >    
113 >    datajzb << "(" << jzbvariabledata;
114 >    mcjzb << "(" << jzbvariablemc;
115 >    
116 >    if(dataeepeak>0) datajzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
117 >    else datajzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
118 >    
119 >    if(datammpeak>0) datajzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
120 >    else datajzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
121 >    
122 >    if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
123 >    else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
124 >    
125 >    datajzb << ")";
126 >    
127 >    if(mceepeak>0) mcjzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
128 >    else mcjzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
129 >    
130 >    if(mcmmpeak>0) mcjzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
131 >    else mcjzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
132 >    
133 >    if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
134 >    else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
135 >    
136 >    mcjzb << ")";
137 >    
138 >  } else {
139 >    datajzb << "(" << jzbvariabledata;
140 >      mcjzb << "(" << jzbvariablemc;
141 >    
142 >    if(datapeak>0) datajzb << "- " << TMath::Abs(datapeak) << " ";
143 >    else datajzb << "+ " << TMath::Abs(datapeak) << " ";
144 >    
145 >    datajzb << ")";
146 >    
147 >    if(mcpeak>0) mcjzb << "- " << TMath::Abs(mcpeak) << " ";
148 >    else mcjzb << "+ " << TMath::Abs(mcpeak) << " ";
149 >    
150 >    mcjzb << ")";
151 >  }
152    
153 <  mcjzb << ")";
153 >    MCPeak=mcpeak;
154 >    MCPeakError=mcpeakerr;
155 >    DataPeak=datapeak;
156 >    DataPeakError=datapeakerr;
157 >    
158 >    switch_overunderflow(true);
159    
160   }
161  
162 < void make_special_obs_pred_mll_plot(string mcjzb, float jzbthreshold) {
162 > void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
163    float min=70.0;
164    float max=115.0;
165    if(!PlottingSetup::RestrictToMassPeak) {
166 <    min=10;
167 <    max=150;
166 >    min=20;
167 >    max=300;
168    }
169 <  int nbins=int((max-min)/5);
169 >  int nbins=int((max-min)/binWidth);
170    
171    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
172    
173    stringstream largerzeroS;
174 <  largerzeroS << "(" << mcjzb << ">" << jzbthreshold << ")";
175 <  TCut largerzero(largerzeroS.str().c_str());
174 >  largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
175 >  TCut largerzeroD(largerzeroS.str().c_str());
176    
177    stringstream smallerzeroS;
178 <  smallerzeroS << "(" << mcjzb << "<-" << jzbthreshold << ")";
179 <  TCut smallerzero(smallerzeroS.str().c_str());
180 <  
181 <  TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data,luminosity);
182 <  THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets,mc,luminosity);
183 <  TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data,luminosity);
184 <  TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data,luminosity);
185 <  TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data,luminosity);
178 >  smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
179 >  TCut smallerzeroD(smallerzeroS.str().c_str());
180 >
181 >
182 >  stringstream largerzeroMS;
183 >  largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
184 >  TCut largerzeroM(largerzeroMS.str().c_str());
185 >  
186 >  TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,data,luminosity);
187 >  THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
188 >  TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,data,luminosity);
189 >  TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,data,luminosity);
190 >  TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,data,luminosity);
191  
192    TH1F *RcorrJZBSBem;
193    TH1F *LcorrJZBSBem;
# Line 164 | Line 196 | void make_special_obs_pred_mll_plot(stri
196    
197   //  TH1F *RcorrJZBeemmNoS;
198  
199 <  if(PlottingSetup::RestrictToMassPeak) {
200 <    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,data, luminosity);
201 <    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,data, luminosity);
202 <    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,data, luminosity);
203 <    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,data, luminosity);
204 <  }
205 <  
206 <  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
207 <  if(PlottingSetup::RestrictToMassPeak) {
208 <    Bpred->Add(RcorrJZBem,1.0/3.);
209 <    Bpred->Add(LcorrJZBem,-1.0/3.);
210 <    Bpred->Add(RcorrJZBSBem,1.0/3.);
211 <    Bpred->Add(LcorrJZBSBem,-1.0/3.);
212 <    Bpred->Add(RcorrJZBSBeemm,1.0/3.);
213 <    Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
214 <  } else {
215 <    Bpred->Add(RcorrJZBem,1.0);
216 <    Bpred->Add(LcorrJZBem,-1.0);
217 <  }
218 <  
199 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
200 >    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,data, luminosity);
201 >    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,data, luminosity);
202 >    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,data, luminosity);
203 >    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,data, luminosity);
204 >  }
205 >  
206 >  // Separate predictions
207 >  TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
208 >  TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
209 >  TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
210 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
211 >    OFP->Scale(1.0/3.0);
212 >    OFP->Add(RcorrJZBSBem,1.0/3.);
213 >    OFP->Add(RcorrJZBSBeemm,1.0/3.);
214 >    OFN->Scale(1.0/3.0);
215 >    OFN->Add(LcorrJZBSBem,1.0/3.);
216 >    OFN->Add(LcorrJZBSBeemm,1.0/3.);
217 >  }
218 >
219 >  TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
220 >  Bpred->Add(OFP);
221 >  Bpred->Add(OFN,-1);
222    Bpred->SetLineColor(kRed);
223    
224 +  RcorrJZBeemm->SetTitleOffset(1.3,"y");
225    RcorrJZBeemm->Draw();
226    mcRcorrJZBeemm.Draw("same");
227    Bpred->Draw("histo,same");
# Line 200 | Line 236 | void make_special_obs_pred_mll_plot(stri
236    stringstream saveas;
237    saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
238    CompleteSave(ckin,saveas.str());
239 <
239 >  
240 >  // Draw all predictions overlayed
241 >  unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
242 >  SFN->SetLineColor(kGreen+2);
243 >  SFN->SetLineStyle(2);
244 >  SFN->SetLineWidth(w);
245 >  OFP->SetLineColor(kBlue+2);
246 >  OFP->SetLineStyle(2);
247 >  OFP->SetLineWidth(w);
248 >  OFN->SetLineColor(kMagenta+2);
249 >  OFN->SetLineStyle(3);
250 >  OFN->SetLineWidth(w);
251 >  
252 >  RcorrJZBeemm->Draw();
253 >  SFN->Draw("histo,same");
254 >  OFP->Draw("histo,same");
255 >  OFN->Draw("histo,same");
256 >  Bpred->Draw("histo,same");
257 >  RcorrJZBeemm->Draw("same");
258 >  
259 >  TLegend *leg2 = make_legend("",0.52,0.7);
260 >  leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
261 >  leg2->AddEntry(Bpred,"predicted (data)","l");
262 >  leg2->AddEntry(SFN,  "  SF JZB<0","l");
263 >  leg2->AddEntry(OFN,  "  OF JZB<0","l");
264 >  leg2->AddEntry(OFP,  "  OF JZB>0","l");
265 >  leg2->Draw("same");
266 >  
267 >  saveas.str("");
268 >  saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold << "_nomc";
269 >  CompleteSave(ckin,saveas.str());
270 >  
271    delete RcorrJZBeemm;
272    delete LcorrJZBeemm;
273    delete RcorrJZBem;
274    delete LcorrJZBem;
275 <  if(PlottingSetup::RestrictToMassPeak) {
275 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
276      delete RcorrJZBSBeemm;
277      delete LcorrJZBSBeemm;
278      delete RcorrJZBSBem;
# Line 299 | Line 366 | void draw_ratio_plot(TH1* hdata, THStack
366    oneline->Draw("same");
367   }
368  
369 + float make_one_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
370 +                        string xlabel, string filename, bool plotratio=true, bool loadlastminmax=false, float legendPosition=0.55) {
371 +
372 +  TCut ibasiccut=basiccut;
373 +  bool draw_separation_lines=false;
374 +
375 +  if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
376 +
377 +  TCut cutSF;
378 +  TCut cutOF;
379 +
380 +  cutOF = cutOSOF&&cutnJets&&ibasiccut;
381 +  cutSF = cutOSSF&&cutnJets&&ibasiccut;
382 +
383 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
384 +  TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
385 +  rcan->SetLogy(logscale);
386 +  rcan->cd();
387 +
388 +  TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
389 +  TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
390 +  string signal("LM3");
391 +  TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
392 +  int idx = signalsamples.FindSample(signal)[0];
393 +  (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
394 +  signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
395 +  signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
396 +  signalhisto->SetLineStyle(2);
397 +  datahistoSF->SetMarkerSize(DataMarkerSize);
398 +  datahistoOF->SetLineColor(kRed);
399 +
400 +  if ( !logscale ) {
401 +    datahistoSF->SetMinimum(0); // Defaults
402 +  } else {
403 +    datahistoSF->SetMinimum(0.5);
404 +  }
405 +  if (ymax<0) {
406 +    if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
407 +    else datahistoSF->SetMaximum(1.5*datahistoSF->GetMaximum());
408 +  } else {
409 +    datahistoSF->SetMaximum(ymax);
410 +  }
411 +
412 +  float ymaxSet = datahistoSF->GetMaximum();
413 +
414 +  datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
415 +  datahistoSF->GetYaxis()->SetTitle("Events");
416 +  datahistoSF->GetXaxis()->CenterTitle();
417 +  datahistoSF->GetYaxis()->CenterTitle();
418 +
419 +  TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.7,false,legendPosition+0.2);
420 +  mleg->AddEntry(datahistoSF, "Same-flavor", "PL");
421 +  if (datahistoOF->Integral()>0) {
422 +    mleg->AddEntry(datahistoOF, "Opposite-flavor", "L");
423 +  } else {
424 +    mleg->AddEntry((TObject*)0, "", "");
425 +  }
426 +  mleg->AddEntry(signalhisto, "LM3", "L");
427 +
428 +  datahistoSF->Draw("E1");
429 +  if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
430 +  signalhisto->Draw("HIST,SAMES");
431 +  mleg->Draw();
432 +  DrawPrelim();
433 +  if (datahistoOF->Integral()>0) save_with_ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
434 +  else CompleteSave(ckin, "SFOF/" + filename);
435 +
436 +  datahistoSF->Delete();
437 +  datahistoOF->Delete();
438 +  signalhisto->Delete();
439 +  delete mleg;
440 +  delete ckin;
441 +
442 +  return ymaxSet;
443 +
444 + }
445 +
446 + // Compare data to data
447 + float make_data_comparison_plot(string variable, TCut cut, int nbins, float min, float max, float ymax, bool logscale,
448 +                                string xlabel, string filename, float legendPosition=0.55) {
449 +
450 +  TCut ibasiccut=basiccut&&cut;
451 +
452 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
453 +  TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
454 +  rcan->SetLogy(logscale);
455 +  rcan->cd();
456 +
457 +  std::cout << "Data comparison: variable = " << variable << ", cut = " << ibasiccut.GetTitle() << std::endl;
458 +
459 +  TH1F *data1 = allsamples.Draw("data1",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
460 +  TH1F *data2 = comparesamples.Draw("data2",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
461 +
462 +  data1->SetMarkerSize(DataMarkerSize);
463 +  data2->SetLineColor(kRed);
464 +
465 +  if ( !logscale ) {
466 +    data1->SetMinimum(0); // Defaults
467 +  } else {
468 +    data1->SetMinimum(0.5);
469 +  }
470 +  if (ymax<0) {
471 +    if ( logscale ) data1->SetMaximum(5.3*data1->GetMaximum());
472 +    else data1->SetMaximum(1.5*data1->GetMaximum());
473 +  } else {
474 +    data1->SetMaximum(ymax);
475 +  }
476 +
477 +  float ymaxSet = data1->GetMaximum();
478 +
479 +  data1->GetXaxis()->SetTitle(xlabel.c_str());
480 +  data1->GetYaxis()->SetTitle("Events");
481 +  data1->GetXaxis()->CenterTitle();
482 +  data1->GetYaxis()->CenterTitle();
483 +
484 +  TLegend *mleg = make_legend("",legendPosition,0.7,false,legendPosition+0.2);
485 +  mleg->AddEntry(data1, "Old 5/fb", "PL");
486 +  mleg->AddEntry(data2, "New x/fb", "L");
487 +
488 +  data1->Draw("E1");
489 +  data2->Draw("HIST,SAMES");
490 +  mleg->Draw();
491 +  DrawPrelim();
492 +  save_with_ratio( data1, data2, rcan, "compareData/" + filename, false, false, "old/new" );
493 +
494 +  data1->Delete();
495 +  data2->Delete();
496 +  delete mleg;
497 +  delete ckin;
498 +
499 + }
500 +
501 + void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale,
502 +                     string xlabel, string filename, float legendPosition=0.55) {
503 +
504 +  string mllcuts[] = { "mll>20","mll>20&&mll<70", "mll>75&&mll<105", "mll>120" };
505 +  string mllcutname[] = { "m_{ll} > 20 GeV", "20 < m_{ll} < 70 GeV", "75 < m_{ll} < 105 GeV", "m_{ll} > 120 GeV" };
506 +  string plotname[] = {"_all","_low","_peak","_high"};
507 +  float ymax;
508 +
509 +  int start = 0;
510 +  if ( !PlottingSetup::openBox ) start = 3;
511 +
512 +  for ( int i=start; i<4; ++i ) {
513 +    if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
514 +    if ( i==start ) {
515 +      ymax = make_one_OFSF_plot(variable, mllcuts[i],            mllcutname[i], nbins, min, max, -1, logscale, xlabel,
516 +                         filename+plotname[i], legendPosition );
517 +    } else {
518 +      make_one_OFSF_plot(variable, mllcuts[i],            mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
519 +                         filename+plotname[i], legendPosition );
520 +    }
521 +    make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
522 +                       filename+plotname[i]+"_mm", legendPosition );
523 +    make_one_OFSF_plot(variable, "id1==0&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
524 +                       filename+plotname[i]+"_ee", legendPosition );
525 +  }
526 +
527 + }
528 +
529 +
530   float lastrange_min=0;
531   float lastrange_max=0;
532  
# Line 328 | Line 556 | void make_kin_plot(string variable, stri
556    //Step 2: Refine the cut
557    TCut cut;
558    cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
559 <  if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
560 <  if(filename=="nJets_osof") cut=cutmass&&cutOSOF&&ibasiccut;
559 >  if(filename=="nJets" || filename=="nJets_inclusive") cut=cutmass&&cutOSSF&&ibasiccut;
560 >  if(filename=="nJets_osof" || filename=="nJets_osof_inclusive") cut=cutmass&&cutOSOF&&ibasiccut;
561    if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
562    if(filename=="mll") {
563          cut=cutOSSF&&cutnJets&&ibasiccut;
564          draw_separation_lines=true;
565    }
566    if(filename=="mll_ee") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
567 +  if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
568    if(filename=="mll_osof") {
569          cut=cutOSOF&&cutnJets&&ibasiccut;
570          draw_separation_lines=true;
571    }
572 <  if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
573 <  if(Contains(filename,"mll_aboveJZB100")) cut=cutOSSF&&cutnJets&&ibasiccut;
572 >  if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
573 >  if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
574 >  if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
575    if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
576 <  if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutOSSF;
577 <  if(filename=="mll_inclusive_osof") cut=cutOSOF;
578 <  if(filename=="mll_inclusive_ee") cut=cutOSSF&&"id1==0";
579 <  if(filename=="mll_inclusive_mm") cut=cutOSSF&&"id1==1";
576 >  if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutmass&&cutOSSF;
577 >  if(filename=="mll_inclusive_osof") cut=cutmass&&cutOSOF;
578 >  if(filename=="mll_inclusive_ee") cut=cutmass&&cutOSSF&&"id1==0";
579 >  if(filename=="mll_inclusive_mm") cut=cutmass&&cutOSSF&&"id1==1";
580    if(filename=="pfJetGoodEta_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
581    if(filename=="pfJetGoodPt_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
582 +  if(filename=="numVtx") cut=cutmass&&ibasiccut;
583  
584    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
585    ckin->SetLogy(logscale);
586    TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
587    datahisto->SetMarkerSize(DataMarkerSize);
588 <  THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
588 >  if ( !logscale ) datahisto->SetMinimum(0); // Defaults
589 >  else datahisto->SetMinimum(0.5);
590 >  // Custom max.
591 >  if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
592    if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
593    if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
594    if(filename=="mll_inclusive"||filename=="mll_inclusive_mm"||filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
595    if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
596    if(filename=="mll_osof") datahisto->SetMinimum(9);
597 <  datahisto->SetMaximum(5.3*datahisto->GetMaximum());
598 <  datahisto->Draw("e1");
599 <  ckin->Update();
597 >  if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
598 >  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
599 >
600 >  cout << "******** Cut used : " << (const char*) cut << endl;
601    if(loadlastminmax) {
602          datahisto->SetMinimum(lastrange_min);
603          datahisto->SetMaximum(lastrange_max);
# Line 372 | Line 607 | void make_kin_plot(string variable, stri
607          }              
608    }
609  
610 +  // Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
611 +  string signal("LM3");
612 +  TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
613 +  int idx = signalsamples.FindSample(signal)[0];
614 +  (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
615 +  signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
616 +  signalhisto->SetLineColor(kOrange);
617 +
618 +  THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
619 +  datahisto->Draw("e1");
620 +  ckin->Update();
621    mcstack.Draw("same");
622 +  
623    datahisto->Draw("same,e1");
624    TLegend *kinleg = allsamples.allbglegend();
625    kinleg->Draw();
# Line 415 | Line 662 | void make_kin_plot(string variable, stri
662          kinpad->SetLogy(logscale);
663          datahisto->Draw("e1");
664          mcstack.Draw("same");
665 +        signalhisto->Draw("same");
666          datahisto->Draw("same,e1");
667          datahisto->Draw("same,axis");
668          if(RestrictToMassPeak&&draw_separation_lines) {
# Line 422 | Line 670 | void make_kin_plot(string variable, stri
670            upperboundary->Draw("same");
671          }
672            
673 +        kinleg->AddEntry("signalhisto",signal.c_str(),"l");
674          kinleg->Draw();
675          write_cut->Draw();
676          DrawPrelim();
# Line 439 | Line 688 | void make_kin_plot(string variable, stri
688    delete ckin;
689   }
690  
691 < void make_JES_plot() {
691 > void make_JES_plot(TCut cut, string name) {
692  
693    int nbins=10;
694    float min=-0.5;
695    float max = 9.5;
696    bool logscale=true;
697    string xlabel="nJets";
449 –  TCut cut=cutmass&&cutOSSF&&basiccut;
698  
699    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
700    ckin->SetLogy(logscale);
701 <  TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
701 >  TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
702    datahisto->SetMarkerSize(DataMarkerSize);
703 <  THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
704 <  TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
705 <  TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
703 >  THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
704 >  TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
705 >  TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
706  
707    datahisto->SetMinimum(1);
708    datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
# Line 479 | Line 727 | void make_JES_plot() {
727    TLegend *kinleg = allsamples.allbglegend();
728    kinleg->AddEntry(JESunc,"JES uncertainty","f");
729    kinleg->Draw();
730 <  CompleteSave(ckin,"Systematics/JES");
730 >  CompleteSave(ckin,"Systematics/JES"+name);
731    datahisto->Delete();
732    delete ckin;
733  
# Line 489 | Line 737 | void do_kinematic_plots(string mcjzb, st
737   {
738    bool dolog=true;
739    bool nolog=false;
740 +
741 +  bool doOFSF = false;
742 +  bool doKin  = false;
743 +  bool doDataComp = true;
744 +  
745 +
746    if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
747    float mll_low=50;
748    float mll_hi=160;
749    if(!PlottingSetup::RestrictToMassPeak) {
750          mll_low=20;
751 <        mll_hi=210;
751 >        mll_hi=320;
752    }
753 <  
754 <  make_kin_plot("met[4]","",40,0,200,dolog,"MET [GeV]","met",doPF,true);
755 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
756 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
757 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
758 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
759 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
760 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
761 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
762 <  make_kin_plot("mll","",(int)((mll_hi-mll_low))/2,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
763 <  make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
764 <  make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
765 < //  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
766 < //  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
767 <  make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
768 <  make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
769 <  make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
770 <  make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
771 <  make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
772 <  make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets",doPF);
773 <  make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
774 <  make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
775 <  if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
776 <  stringstream jzbcut;
777 <  jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
778 <  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
779 <  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);
780 <  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
781 <  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);
782 <  stringstream jzbcut2;
783 <  jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
784 <  make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
785 <  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);
786 <  stringstream jzbcut3;
787 <  jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
788 <  make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);  
789 <  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);
790 <  
791 <  make_special_obs_pred_mll_plot(mcjzb,0);
792 <  make_special_obs_pred_mll_plot(mcjzb,50);
793 <  make_special_obs_pred_mll_plot(mcjzb,100);
794 <  make_special_obs_pred_mll_plot(mcjzb,150);
795 <  make_special_obs_pred_mll_plot(mcjzb,200);
796 <  make_special_obs_pred_mll_plot(mcjzb,250);
753 >
754 >  if ( doOFSF ) {
755 >    make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll");
756 >
757 >    make_OFSF_plots("pfJetGoodNum40",     "met[4]>100", 7, 3, 10, true, "#(jets)", "njets");
758 >    make_OFSF_plots("pfJetGoodNum40",     "met[4]>100&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", "njets_btagVeto");
759 >    make_OFSF_plots("pfJetGoodNum40",     "met[4]>100&&pfJetGoodNumBtag30>0", 7, 3, 10, true, "#(jets)", "njets_AtLeastOneBJet30");
760 >
761 >    make_OFSF_plots("pfJetGoodNumBtag30", "met[4]>100", 5, 0, 5, true, "#(b-jets)", "nbjets");
762 >    make_OFSF_plots("iso1", "met[4]>100", 20, 0, 0.3, true, "lepton 1 isolation", "iso1");
763 >    make_OFSF_plots("iso2", "met[4]>100", 20, 0, 0.3, true, "lepton 2 isolation", "iso2");
764 >    //  make_OFSF_plots("pt1",  "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1");
765 >    //  make_OFSF_plots("pt2",  "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2");
766 >    make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", 0.15);
767 >    make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", 0.15);
768 >    //  make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", 0.2);
769 >    //  make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", 0.2);
770 >    //  make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", 0.2);
771 >    make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", "dphij1met", 0.2);
772 >    make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", "dphi", 0.2);
773 >    //  make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", "dphiMet1", 0.2);
774 >    //  make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", "dphiMet2", 0.2);
775 >    make_OFSF_plots("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", "met[4]>100", 16, 0, 3.2, false, "Min(|#Delta#phi(l,MET)|)", "dphilc");
776 >    make_OFSF_plots("TMath::Min(TMath::Abs(pfJetDphiMet[0]), TMath::Min(TMath::Abs(pfJetDphiMet[1]), TMath::Abs(pfJetDphiMet[2])))", "met[4]>100", 16, 0, 3.2, false, "Min(|#Delta#phi(jet,MET)|)", "dphijc");
777 >    make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(dphiMet1)), (TMath::Pi() - TMath::Abs(dphiMet2)))", "met[4]>100", 16, 0, 3.2, false, "Min(#pi - |#Delta#phi(l,MET)|)", "dphilco");
778 >    make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(pfJetDphiMet[0])), TMath::Min( (TMath::Pi()-TMath::Abs(pfJetDphiMet[1])), (TMath::Pi() - TMath::Abs(pfJetDphiMet[2]))))", "met[4]>100", 16, 0, 3.2, false, "Min(#pi - |#Delta#phi(jet,MET)|)", "dphijco");
779 >  }
780 >
781 >  if ( doDataComp && !PlottingSetup::openBox ) {
782 >    TCut mllCut("");
783 >    if ( !PlottingSetup::openBox ) mllCut = "mll>120";
784 >
785 >    TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
786 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut,           60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig");
787 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee");
788 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm");
789 >
790 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0",           60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
791 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0&&pfJetGoodNumBtag30==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee_btagVeto");
792 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1&&pfJetGoodNumBtag30==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm_btagVeto");
793 >
794 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",           60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
795 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0&&pfJetGoodNumBtag30>0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee_AtLeastOneBJet");
796 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1&&pfJetGoodNumBtag30>0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm_AtLeastOneBJet");
797 >
798 >    make_data_comparison_plot("mll", cutOSOF&&cutSignal, 60, 20., 320.,-1., false, "m_{ll}", "mll_OF_sig");
799 >    make_data_comparison_plot("mll", cutmass&&"met[4]>100&&met[4]<150&&pfJetGoodNum40<3", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_CR");
800 >  }
801 >
802 >
803 >  if ( doKin ) {
804 >    string mllCut("");
805 >    if ( !PlottingSetup::openBox ) mllCut = "&&mll>120";
806 >
807 >    // Plots in signal region
808 >    make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
809 >    make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
810 >    make_kin_plot("mll","mll>20&&met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
811 >    make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
812 >    make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
813 >    
814 >    make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
815 >    make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
816 >
817 >    // Further inclusive invariant mass plots
818 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
819 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
820 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
821 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
822 >    
823 >    //make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
824 >    //if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
825 >    
826 >    //make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
827 >    //make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
828 >    
829 >    // Number of jets
830 >    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
831 >    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
832 >    //make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
833 >    
834 >    // Others
835 >    make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
836 >    //  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
837 >    //  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
838 >    make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
839 >    make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
840 >    make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
841 >    make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
842 >    make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
843 >    //   stringstream jzbcut;
844 >    //   jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
845 >    //   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
846 >    //   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB100",doPF,true);
847 >    //   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB100",doPF,true);
848 >    //   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB100",doPF,true);
849 >    //   stringstream jzbcut2;
850 >    //   jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
851 >    //   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
852 >    //   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB150",doPF,true);
853 >    //   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB150",doPF,true);
854 >    //   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB150",doPF,true);
855 >    //   stringstream jzbcut3;
856 >    //   jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
857 >    //   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);  
858 >    //   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB50",doPF,true,true);
859 >    //   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB50",doPF,true);  
860 >    //   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB50",doPF,true);  
861 >    
862 >    //   make_kin_plot("mll","met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV] (MET>100GeV)","mll_met100_ll",doPF,true);
863 >    //make_kin_plot("mll","met[4]>150&&id1==0",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ee} [GeV] (MET>150GeV)","mll_met150_ee",doPF,true);
864 >    //make_kin_plot("mll","met[4]>150&&id1==1",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{#mu#mu} [GeV] (MET>150GeV)","mll_met150_mm",doPF,true);
865 >  }
866 >    
867 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
868 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
869 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
870 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
871 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
872 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
873 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
874 >
875 > //   make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
876 > //   make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
877 >
878   }
879  
880   void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
881                       int nbins, float xmin, float xmax, bool log,
882                       float ymin=0, float ymax=0, bool leftJustified=false ) {
883 <      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
883 >  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
884  
885    TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
886    if(weightbackup==TCut("1.0")||weightbackup==TCut("1")) write_warning(__FUNCTION__,"WATCH OUT THE WEIGHT HAS POSSIBLY NOT BEEN RESET!!!! PLEASE CHANGE LINE "+any2string(__LINE__));
887 <  if(var=="numVtx") cutWeight=TCut("1.0");
887 >  //if(var=="numVtx") cutWeight=TCut("1.0");
888    TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
889    TCut jzbMC[]  = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
890  
891    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
892    int nRegions=4;
893 <  if(!PlottingSetup::RestrictToMassPeak) {
893 >  if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
894      nRegions=2;
895    }
896    
# Line 573 | Line 908 | void make_comp_plot( string var, string
908        TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
909        ccomp->SetLogy(log);
910        TH1F *datahisto = allsamples.Draw("datahisto",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
911 <      TH1F *lm4histo = signalsamples.Draw("lm4histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
911 >      TH1F *lm3histo  = signalsamples.Draw("lm3histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
912        THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],  mc,  luminosity);
913        datahisto->SetMarkerSize(DataMarkerSize);
914        if (ymax>ymin) datahisto->SetMaximum(ymax);
915 <      lm4histo->SetLineStyle(2);
915 >      lm3histo->SetLineStyle(2);
916        datahisto->Draw("e1");
917        mcstack.Draw("same");
918        datahisto->Draw("same,e1");
919 < //      lm4histo->Draw("hist,same");
919 >      lm3histo->Draw("hist,same");
920        TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
921        if ( leftJustified ) {
922          Float_t w = kinleg->GetX2()-kinleg->GetX1();
923          kinleg->SetX1(0.2);
924          kinleg->SetX2(0.2+w);
925        }
926 < //      kinleg->AddEntry(lm4histo,"LM4","l");
926 >      kinleg->AddEntry(lm3histo,"LM3","l");
927        kinleg->Draw();
928        TText* write_variable = write_text(0.99,0.01,var);
929        write_variable->SetTextAlign(31);
# Line 597 | Line 932 | void make_comp_plot( string var, string
932        CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
933        delete datahisto;
934        delete ccomp;
935 <      delete lm4histo;
935 >      delete lm3histo;
936      }
937    cutWeight=weightbackup;
938   }
# Line 607 | Line 942 | void region_comparison_plots(string mcjz
942    dout << "Creating comparison plots for signal and control regions" << endl;
943    // Compare a few quantities in the signal region and all 7 control regions
944  
945 <  switch_overunderflow(true);  // switching overflow/underflow bins on
945 > //  switch_overunderflow(true);  // switching overflow/underflow bins on
946      
947    
948      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
# Line 615 | Line 950 | void region_comparison_plots(string mcjz
950      float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
951      float mll_low=50;float mll_high=170;
952      if(!PlottingSetup::RestrictToMassPeak) {
953 <        mll_high=200;
954 <        mll_low=50;
953 >        mll_high=300;
954 >        mll_low=20;
955      }
956 <    make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
956 >    make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
957 >    make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
958 >
959 >    make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
960      make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
961 <    make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
961 >    make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
962 >    make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
963      make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
964 <    make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
964 >    make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
965      make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
966      make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
967 +    make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
968 +    make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
969    }
970  
971    switch_overunderflow(false); // switching overflow/underflow bins off
# Line 823 | Line 1164 | vector<TF1*> do_extended_fit_to_plot(TH1
1164   //      the line above is not necessary anymore as we're now looking at a prediction without Z+Jets, and not multiplied with (1.0/3)
1165    TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
1166    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1167 <  if(PlottingSetup::RestrictToMassPeak) ttbarlogpar->SetParameter(0,1.0/3*ttbarlogpar->GetParameter(0));//correcting for the fact that we didn't multiply with (1.0/3);
1167 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) ttbarlogpar->SetParameter(0,1.0/3*ttbarlogpar->GetParameter(0));//correcting for the fact that we didn't multiply with (1.0/3);
1168  
1169  
1170    TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
# Line 920 | Line 1261 | if you want to start from scratch (witho
1261  
1262   void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
1263   {
1264 <  switch_overunderflow(true);
1264 > //  switch_overunderflow(true);
1265    bool is_data=false;
1266    bool use_signal=false;
1267    if(use_data==1) is_data=true;
# Line 964 | Line 1305 | void do_prediction_plot(string jzb, TCan
1305    if(use_data==2 || overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,false);
1306  
1307    
1308 <  if(PlottingSetup::RestrictToMassPeak) {
1308 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1309      RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1310      LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1311      RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
# Line 991 | Line 1332 | void do_prediction_plot(string jzb, TCan
1332    TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
1333    ClearHisto(BpredSys);
1334      
1335 <  if(PlottingSetup::RestrictToMassPeak) {
1335 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1336      Bpred->Add(RcorrJZBem,1.0/3.);
1337      Bpred->Add(LcorrJZBem,-1.0/3.);
1338      Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 1046 | Line 1387 | void do_prediction_plot(string jzb, TCan
1387    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
1388    TH1F *Tpred = (TH1F*)RcorrJZBem->Clone("Bpred");
1389    Tpred->Add(LcorrJZBem,-1.0);
1390 <  if(PlottingSetup::RestrictToMassPeak) {
1390 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1391      Tpred->Add(RcorrJZBSBem,1.0);
1392      Tpred->Add(LcorrJZBSBem,-1.0);
1393      Tpred->Add(RcorrJZBSBeemm,1.0);
# Line 1100 | Line 1441 | void do_prediction_plot(string jzb, TCan
1441      legBpred->AddEntry(Bpred,"predicted","l");
1442   //    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1443   //    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1444 <    legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1444 >    legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
1445      legBpred->Draw();
1446      DrawPrelim();
1447  
# Line 1139 | Line 1480 | void do_prediction_plot(string jzb, TCan
1480      speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
1481      speciallegBpred->AddEntry(Bpred,"Total background","l");
1482      speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
1483 <    if(PlottingSetup::RestrictToMassPeak) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1483 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1484      else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
1485   //    speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
1486      speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
# Line 1160 | Line 1501 | void do_prediction_plot(string jzb, TCan
1501      CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
1502      Bpred->SetLineWidth((int)CurrentBpredLineWidth);
1503      
1504 +    
1505 +    //for(int i=1;i<=Bpred->GetNbinsX();i++) cout << Bpred->GetBinLowEdge(i) << ";" << Bpred->GetBinLowEdge(i)+Bpred->GetBinWidth(i) << ";;" << RcorrJZBeemm->GetBinContent(i) << ";" << LcorrJZBeemm->GetBinContent(i) << ";" << RcorrJZBem->GetBinContent(i) << ";" << LcorrJZBem->GetBinContent(i) << endl;
1506 +    
1507      delete speciallegBpred;
1508      delete Zjetspred;
1509      delete TTbarpred;
# Line 1224 | Line 1568 | void do_prediction_plot(string jzb, TCan
1568    string ytitle("ratio");
1569    if ( use_data==1 ) ytitle = "data/pred";
1570    //save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1571 <  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,true,ytitle,BpredSys);//not extending the y range anymore up to 4
1571 >  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
1572  
1573    
1574    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1575    // The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1576 <  if(PlottingSetup::RestrictToMassPeak) {
1576 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1577      TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
1578      Bpredem->Add(RcorrJZBem);
1579      Bpredem->Add(LcorrJZBem,-1);
# Line 1290 | Line 1634 | void do_prediction_plot(string jzb, TCan
1634      }
1635    }
1636    
1637 +  TFile *f = new TFile("tester.root","RECREATE");
1638 +  RcorrJZBeemm->Write();
1639 +  Bpred->Write();
1640 +  f->Close();
1641 +  
1642    delete RcorrJZBeemm;
1643    delete LcorrJZBeemm;
1644    delete RcorrJZBem;
# Line 1303 | Line 1652 | void do_prediction_plot(string jzb, TCan
1652    delete blankback;
1653    
1654    delete BpredSys;
1655 <  if(PlottingSetup::RestrictToMassPeak) {
1655 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1656      delete RcorrJZBSBem;
1657      delete LcorrJZBSBem;
1658      delete RcorrJZBSBeemm;
# Line 1344 | Line 1693 | void do_ratio_plot(int is_data,vector<fl
1693    TH1F *RcorrJZBSBeemm;
1694    TH1F *LcorrJZBSbeemm;
1695    
1696 <  if(PlottingSetup::RestrictToMassPeak) {
1696 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1697      RcorrJZBSBem   = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1698      LcorrJZBSBem   = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1699      RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
# Line 1356 | Line 1705 | void do_ratio_plot(int is_data,vector<fl
1705  
1706    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1707    TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
1708 <  if(PlottingSetup::RestrictToMassPeak) {
1708 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1709      Bpred->Add(RcorrJZBem,1.0/3);
1710      Bpred->Add(LcorrJZBem,-1.0/3);
1711      Bpred->Add(RcorrJZBSBem,1.0/3);
# Line 1663 | Line 2012 | void draw_pure_jzb_histo(TCut cut,string
2012    datahisto->Draw("same,e1");
2013    
2014    TLegend *leg;
2015 <  if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
2016 <  else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
2017 <  else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
2018 <  else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
2019 <  else {
2020 <    std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
2021 <    exit(-1);
2022 <      }
2015 >  if (!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
2016 >    if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
2017 >    else leg = allsamples.allbglegend("Same flavor",datahisto);
2018 >  } else {
2019 >    if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
2020 >    else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
2021 >    else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
2022 >    else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
2023 >    else {
2024 >      std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
2025 >      exit(-1);
2026 >    }
2027 >  }
2028    leg->Draw();
2029    string write_cut = decipher_cut(cut,"");
2030    TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
# Line 1721 | Line 2075 | void produce_stretched_jzb_plots(string
2075    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
2076    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
2077    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
2078 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
2079 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
2078 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
2079 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
2080    
2081    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
2082    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
2083 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
2084 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
2083 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
2084 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
2085    
2086    delete dican;
2087   }
# Line 1775 | Line 2129 | void diboson_plots(string mcjzb, string
2129    }
2130    
2131   }
2132 +
2133 +
2134 + void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
2135 +  TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
2136 +  jzbpad->cd();
2137 +  jzbpad->SetLogy(1);
2138 +  string xlabel="JZB [GeV]";
2139 +
2140 +  TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
2141 +  datahisto1->SetLineColor(kRed);
2142 +  datahisto1->SetMarkerColor(kRed);
2143 +  TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
2144 +  datahisto2->SetLineColor(kBlue);
2145 +  datahisto2->SetMarkerColor(kBlue);
2146 +  
2147 +  datahisto2->SetMarkerSize(DataMarkerSize);
2148 +  datahisto1->DrawNormalized("e1");
2149 +  datahisto2->DrawNormalized("histo,same");
2150 +  datahisto1->DrawNormalized("same,e1");
2151 +  
2152 +  TLegend *leg = make_legend();
2153 +  leg->AddEntry(datahisto1,legentry1.c_str());
2154 +  leg->AddEntry(datahisto2,legentry2.c_str());
2155 +  leg->Draw();
2156 +  
2157 +  save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
2158 +  
2159 +  datahisto1->Delete();
2160 +  datahisto2->Delete();
2161 + }
2162 +
2163 +
2164   void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2165    TCanvas *can = new TCanvas("can","JZB Plots Canvas");
2166    float max=jzbHigh ;
# Line 1796 | Line 2182 | void jzb_plots(string mcjzb, string data
2182      draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2183      draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2184      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2185 <    if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2186 <    if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2185 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2186 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2187 >    draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm",can,binning);
2188 >    draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm_coarse",can,coarse_binning);
2189 >    draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm_coarsest",can,coarsest_binning);
2190 >
2191    }
2192    
2193    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
2194    if ( !PlottingSetup::Approved ) {
2195      draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2196      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2197 <    if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2198 <    if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2197 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2198 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2199    }
2200    delete can;
2201   }
# Line 1857 | Line 2247 | void compute_MC_yields(string mcjzb,vect
2247    TCanvas *yica = new TCanvas("yica","yield canvas");
2248    
2249    int nRegions=4;
2250 <  if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
2250 >  if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
2251    string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
2252    string posneg[] = {"pos","neg"};
2253    TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
# Line 2144 | Line 2534 | void draw_ttbar_and_zjets_shape(string m
2534    draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
2535   }
2536  
2537 < float find_one_correction_factor(string FindKeyword, TCut SpecialCut, string SaveAs) {
2537 > float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
2538    TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2539    cancorr->SetLogz();
2540    cancorr->SetRightMargin(0.13);
2541 <  TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)"&&SpecialCut&&passtrig);
2541 >  TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
2542 >
2543    if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2544    TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2545 +  niceresponseplotd->Sumw2();
2546 +  TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
2547    vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2548 <  for(int iSample=0;iSample<SampleIndices.size();iSample++) {
2548 >  for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2549 >    if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2550 >    if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2551 >    
2552      dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2553 <    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",zptforresponsepresentation*cutWeight);
2553 >    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
2554 >    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
2555    }
2556 <    
2556 >  niceresponseplotd->Add(emuResponse,-1);
2557 >  
2558    niceresponseplotd->SetStats(0);
2559    niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2560    niceresponseplotd->GetYaxis()->SetTitle("Response");
# Line 2164 | Line 2562 | float find_one_correction_factor(string
2562    niceresponseplotd->GetYaxis()->CenterTitle();
2563    niceresponseplotd->Draw("COLZ");
2564    TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2565 +  profd->Rebin(2);
2566    profd->SetMarkerSize(DataMarkerSize);
2567    profd->Fit("pol0","","same,e1",100,400);
2568    DrawPrelim();
# Line 2183 | Line 2582 | float find_one_correction_factor(string
2582    CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2583    delete cancorr;
2584    delete niceresponseplotd;
2585 +  delete profd;
2586    return correction;
2587   }
2588  
# Line 2190 | Line 2590 | void find_correction_factors(string &jzb
2590    
2591    dout << "Computing response corrections: " << endl;
2592    //Step 1 : Get results
2593 <  float datacorrection=find_one_correction_factor("Data","","Data");
2594 <  float mccorrection=find_one_correction_factor("DY","","MC");
2593 >  float datacorrection=find_one_correction_factor("Data",true,"","Data");
2594 >  float mccorrection=find_one_correction_factor("DY",false,"","MC");
2595    
2596 <  float dataEEcorrection=find_one_correction_factor("Data","id1==0","Data_ee");
2597 <  float mcEEcorrection=find_one_correction_factor("DY","id1==0","MC_ee");
2596 >  float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
2597 >  float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
2598    
2599 <  float dataMMcorrection=find_one_correction_factor("Data","id1==1","Data_mm");
2600 <  float mcMMcorrection=find_one_correction_factor("DY","id1==1","MC_mm");
2599 >  float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
2600 >  float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
2601    
2602    cout << "Corrections : " << endl;
2603    cout << "   Data : " << datacorrection << endl;
# Line 2295 | Line 2695 | void save_template(string mcjzb, string
2695    configfile<<"\n\n";
2696    configfile<<"luminosity="<<luminosity<<";\n";
2697    configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
2698 +  configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
2699    
2700    configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
2701    
# Line 2337 | Line 2738 | void ttbar_sidebands_comparison(string m
2738    //in the case of the on peak analysis, we compare the 3 control regions to the real value
2739    //in the case of the OFF peak analysis, we compare our control region to the real value
2740    TCut weightbackup=cutWeight;
2340 – //  cutWeight="1.0";
2341 –  float simulatedlumi = luminosity; //in pb please - adjust to your likings
2741    
2742 +  bool doPURW=false;
2743 +  
2744 +  
2745 +  if(!doPURW) {
2746 +    dout << "Not doing PU reweighting for ttbar closure test" << endl;
2747 +    cutWeight="1.0";
2748 +    // Do it without PU re-weighting
2749 +    float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2750 +    stringstream resultsNoPU;
2751 +    stringstream noPUdatajzb;
2752 +    stringstream noPUmcjzb;
2753 +    
2754 +    stringstream mcjzbnoPU;
2755 +    find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2756 +    mcjzb = noPUmcjzb.str();
2757 +  }
2758  
2759 <  TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2759 >      
2760 >  float simulatedlumi = luminosity; //in pb please - adjust to your likings
2761 >
2762 >  TH1F *TZem  = systsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2763    TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2764    TH1F *TSem;
2765    TH1F *nTSem;
2766 <  TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2766 >  TH1F *TZeemm  = systsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2767    TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2768    TH1F *TSeemm;
2769    TH1F *nTSeemm;
2770    
2771 <  if(PlottingSetup::RestrictToMassPeak) {
2772 <    TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2773 <    nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2774 <    TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2771 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2772 >    TSem    = systsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2773 >    nTSem   = systsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2774 >    TSeemm  = systsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2775      nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2776    }
2777  
2778    TCanvas *tcan = new TCanvas("tcan","tcan");
2361 –  
2779    tcan->SetLogy(1);
2780    
2781    TZeemm->SetLineColor(kBlack);
# Line 2367 | Line 2784 | void ttbar_sidebands_comparison(string m
2784    TZem->SetMarkerColor(kRed);
2785  
2786  
2787 <  if(PlottingSetup::RestrictToMassPeak) {
2787 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2788          TSem->SetLineColor(TColor::GetColor("#00A616"));
2789          TSeemm->SetLineColor(kMagenta+2);
2790          TSem->SetMarkerColor(TColor::GetColor("#00A616"));
# Line 2377 | Line 2794 | void ttbar_sidebands_comparison(string m
2794    }
2795    
2796    vector<TH1F*> histos;
2797 +  TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2798 +  TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2799    histos.push_back(TZem);
2800    histos.push_back(TZeemm);
2801 <  if(PlottingSetup::RestrictToMassPeak) {
2801 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2802 >    TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2803 >    TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2804      histos.push_back(TSem);
2805      histos.push_back(TSeemm);
2806    }
2807 <  draw_all_ttbar_histos(tcan,histos,"histo",0.04);
2807 >  draw_all_ttbar_histos(tcan,histos,"histo",1);
2808    
2809    TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
2810    leg->AddEntry(TZeemm,"SFZP","l");
2811    leg->AddEntry(TZem,"OFZP","l");
2812 <  if(PlottingSetup::RestrictToMassPeak) {
2812 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2813      leg->AddEntry(TSeemm,"SFSB","l");
2814      leg->AddEntry(TSem,"OFSB","l");
2815    }
# Line 2399 | Line 2820 | void ttbar_sidebands_comparison(string m
2820    TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
2821    TH1F *TSeemmcopy;
2822    TH1F *TSemcopy;
2823 <  if(PlottingSetup::RestrictToMassPeak) {
2823 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2824      TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
2825      TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
2826    }
2827  
2828    TZem->Divide(TZeemm);
2829    TZem->SetMarkerStyle(21);
2830 <  if(PlottingSetup::RestrictToMassPeak) {
2830 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2831      TSem->Divide(TZeemm);
2832      TSeemm->Divide(TZeemm);
2833      TSem->SetMarkerStyle(24);
2834      TSeemm->SetMarkerStyle(32);
2835 < }
2835 >  }
2836  
2837    tcan->SetLogy(0);
2838    TZem->GetYaxis()->SetRangeUser(0,2.5);
2839    TZem->GetYaxis()->SetTitle("ratio");
2840    TZem->Draw();
2841 <  if(PlottingSetup::RestrictToMassPeak) {
2841 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2842      TSem->Draw("same");
2843      TSeemm->Draw("same");
2844    }
2845    
2846 <  float linepos=0.25;
2847 <  if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
2848 <  if(!PlottingSetup::RestrictToMassPeak) linepos=0.1; //sys uncertainty for iJZB
2846 >  float linepos=emuncertONPEAK;
2847 >  if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
2848 >  
2849    TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
2850    TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2851    TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
# Line 2447 | Line 2868 | void ttbar_sidebands_comparison(string m
2868    
2869    TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
2870    leg2->AddEntry(TZem,"OFZP / SFZP","ple");
2871 <  if(PlottingSetup::RestrictToMassPeak) {
2871 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2872      leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
2873      leg2->AddEntry(TSem,"OFSB / SFZP","ple");
2874    }
# Line 2460 | Line 2881 | void ttbar_sidebands_comparison(string m
2881    DrawMCPrelim(simulatedlumi);
2882    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
2883    
2884 +  if (0) { // Turn this off: we don't need this
2885  
2886 < ///-------------- second part: only look at the quantity we actually care about!
2887 <  TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2888 <  TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2889 <  rightsfzp->Add(leftsfzp,-1);
2890 <  TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2891 <  TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2892 <  rightofzp->Add(leftofzp,-1);
2893 <  TH1F *leftofsb;
2894 <  TH1F *rightofsb;
2895 <  TH1F *leftsfsb;
2896 <  TH1F *rightsfsb;
2897 <  if(PlottingSetup::RestrictToMassPeak) {
2898 <        leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2899 <        rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2900 <        rightofsb->Add(leftofsb,-1);
2901 <        leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2902 <        rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2903 <        rightsfsb->Add(leftsfsb,-1);
2904 <  }
2886 >    ///-------------- second part: only look at the quantity we actually care about!
2887 >    TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2888 >    TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2889 >    rightsfzp->Add(leftsfzp,-1);
2890 >    TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2891 >    TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2892 >    rightofzp->Add(leftofzp,-1);
2893 >    TH1F *leftofsb;
2894 >    TH1F *rightofsb;
2895 >    TH1F *leftsfsb;
2896 >    TH1F *rightsfsb;
2897 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2898 >      leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2899 >      rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2900 >      rightofsb->Add(leftofsb,-1);
2901 >      leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2902 >      rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2903 >      rightsfsb->Add(leftsfsb,-1);
2904 >    }
2905  
2906 <  tcan->SetLogy(1);
2907 <  rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2908 <  rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2909 <  rightsfzp->Draw("histo");
2910 <  rightofzp->Draw("histo,same");
2911 <  if(PlottingSetup::RestrictToMassPeak) {
2912 <    rightofsb->Draw("histo,same");
2913 <    rightsfsb->Draw("histo,same");
2914 <  }
2915 <  DrawMCPrelim(simulatedlumi);
2906 >    tcan->SetLogy(1);
2907 >    rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2908 >    rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2909 >    rightsfzp->Draw("histo");
2910 >    rightofzp->Draw("histo,same");
2911 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2912 >      rightofsb->Draw("histo,same");
2913 >      rightsfsb->Draw("histo,same");
2914 >    }
2915 >    DrawMCPrelim(simulatedlumi);
2916  
2917 <  TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2918 <  legA->AddEntry(rightsfzp,"SFZP","l");
2919 <  legA->AddEntry(rightofzp,"OFZP","l");
2920 <  if(PlottingSetup::RestrictToMassPeak) {
2921 <    legA->AddEntry(rightofsb,"SFSB","l");
2922 <    legA->AddEntry(rightsfsb,"OFSB","l");
2923 <  }
2924 <  legA->Draw();
2917 >    TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2918 >    legA->AddEntry(rightsfzp,"SFZP","l");
2919 >    legA->AddEntry(rightofzp,"OFZP","l");
2920 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2921 >      legA->AddEntry(rightofsb,"SFSB","l");
2922 >      legA->AddEntry(rightsfsb,"OFSB","l");
2923 >    }
2924 >    legA->Draw();
2925  
2926 <  CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2926 >    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2927  
2928 <  tcan->SetLogy(0);
2929 <  rightofzp->Divide(rightsfzp);
2930 <  rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2931 <  rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2932 <  rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2933 <  rightofzp->Draw();
2934 <  if(PlottingSetup::RestrictToMassPeak) {
2935 <    rightofsb->Divide(rightsfzp);
2936 <    rightsfsb->Divide(rightsfzp);
2937 <    rightofsb->Draw("same");
2938 <    rightsfsb->Draw("same");
2939 <  }
2940 <
2941 <  TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2942 <  TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2943 <  TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2944 <  
2945 <  top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2946 <  bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2947 <  center2->SetLineColor(kBlue);
2948 <  
2949 <  top2->Draw("same");
2950 <  center2->Draw("same");
2951 <  bottom2->Draw("same");
2952 <
2953 <  rightofzp->SetMarkerStyle(21);
2954 <  if(PlottingSetup::RestrictToMassPeak) {
2955 <    rightofsb->SetMarkerStyle(24);
2956 <    rightsfsb->SetMarkerStyle(32);
2957 <  }
2958 <
2959 <  TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2960 <  leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2961 <  if(PlottingSetup::RestrictToMassPeak) {
2962 <        leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2963 <        leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2964 <  }
2965 <  leg3->AddEntry(bottom,"syst. envelope","l");
2966 <  leg3->SetX1(0.25);leg3->SetX2(0.6);
2967 <  leg3->SetY1(0.65);
2928 >    tcan->SetLogy(0);
2929 >    rightofzp->Divide(rightsfzp);
2930 >    rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2931 >    rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2932 >    rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2933 >    rightofzp->Draw();
2934 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2935 >      rightofsb->Divide(rightsfzp);
2936 >      rightsfsb->Divide(rightsfzp);
2937 >      rightofsb->Draw("same");
2938 >      rightsfsb->Draw("same");
2939 >    }
2940 >
2941 >    TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2942 >    TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2943 >    TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2944 >  
2945 >    top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2946 >    bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2947 >    center2->SetLineColor(kBlue);
2948 >  
2949 >    top2->Draw("same");
2950 >    center2->Draw("same");
2951 >    bottom2->Draw("same");
2952 >
2953 >    rightofzp->SetMarkerStyle(21);
2954 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2955 >      rightofsb->SetMarkerStyle(24);
2956 >      rightsfsb->SetMarkerStyle(32);
2957 >    }
2958 >
2959 >    TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2960 >    leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2961 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2962 >      leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2963 >      leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2964 >    }
2965 >    leg3->AddEntry(bottom,"syst. envelope","l");
2966 >    leg3->SetX1(0.25);leg3->SetX2(0.6);
2967 >    leg3->SetY1(0.65);
2968    
2969 <  leg3->Draw("same");
2969 >    leg3->Draw("same");
2970    
2971 <  DrawMCPrelim(simulatedlumi);
2972 <  CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2971 >    DrawMCPrelim(simulatedlumi);
2972 >    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2973 >
2974 >  }
2975  
2976    delete TZem;
2977    delete nTZem;
2978    delete TZeemm;
2979    delete nTZeemm;
2980 <  if(PlottingSetup::RestrictToMassPeak) {
2980 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2981          delete TSem;
2982          delete nTSem;
2983          delete TSeemm;
# Line 2566 | Line 2990 | void ttbar_sidebands_comparison(string m
2990  
2991   void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
2992    vector<float> nicer_binning;
2993 <  nicer_binning.push_back(-125);
2993 >  
2994 > /*  nicer_binning.push_back(-400);
2995 >  nicer_binning.push_back(-250);
2996 >  nicer_binning.push_back(-200);
2997 >  nicer_binning.push_back(-150);
2998 >  nicer_binning.push_back(-100);
2999 >  nicer_binning.push_back(-50);
3000 >  nicer_binning.push_back(-20);
3001 >  
3002 >  nicer_binning.push_back(0);
3003 >  nicer_binning.push_back(20);
3004 >  nicer_binning.push_back(50);
3005 >  nicer_binning.push_back(100);
3006 >  nicer_binning.push_back(150);
3007 >  nicer_binning.push_back(200);
3008 >  nicer_binning.push_back(250);
3009 >  nicer_binning.push_back(400);*/
3010 >  
3011    nicer_binning.push_back(-100);
2571 –  nicer_binning.push_back(-75);
3012    nicer_binning.push_back(-50);
3013    nicer_binning.push_back(-25);
3014    nicer_binning.push_back(0);
# Line 2578 | Line 3018 | void ttbar_sidebands_comparison(string m
3018    nicer_binning.push_back(100);
3019    nicer_binning.push_back(125);
3020    nicer_binning.push_back(150);
3021 <  nicer_binning.push_back(175);
3021 >  //nicer_binning.push_back(175);
3022    nicer_binning.push_back(200);
3023 <  nicer_binning.push_back(230);
3024 <  nicer_binning.push_back(280);
3023 >  nicer_binning.push_back(250);
3024 >  nicer_binning.push_back(300);
3025    nicer_binning.push_back(400);
3026 +  
3027    ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
3028   }
3029  
3030  
3031 < void zjets_prediction_comparison(string mcjzbWithPU) {
3031 > void zjets_prediction_comparison(string mcjzbWithPUa) {
3032    TCanvas *zcan = new TCanvas("zcan","zcan");  
3033 <  zcan->SetLogy(1);
3033 > //  zcan->SetLogy(1);
3034    TCut weightbackup=cutWeight;
3035 +  
3036 +  bool UsePURW=false;
3037 +  
3038 +  
3039 +  string mcjzb;
3040 +  if(UsePURW) {
3041 +    mcjzb=mcjzbWithPUa;
3042 +  } else {
3043 +    // Do it without PU re-weighting
3044 +    float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3045 +    stringstream resultsNoPU;
3046 +    stringstream noPUdatajzb;
3047 +    stringstream noPUmcjzb;
3048 +    
3049 +    find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
3050 +    dout << "The peak corrected JZB expression for MC without pileup is : " <<  noPUmcjzb.str() << endl;
3051 +    
3052 +    mcjzb = noPUmcjzb.str();
3053 +    
3054 +    cutWeight="1.0";
3055 +  }
3056  
2595 – /*
2596 –  // Do it without PU re-weighting
2597 –  float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2598 –  stringstream resultsNoPU;
2599 –
2600 –  stringstream mcjzbnoPU;
2601 –  find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,true);
2602 –  if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
2603 –  else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
2604 –
2605 –  string mcjzb = mcjzbnoPU.str();
2606 –  dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzb << endl;
2607 –
2608 –  cutWeight="1.0";
2609 – */
2610 –  string mcjzb = mcjzbWithPU; // this is with PURW, if you want without it you have to uncomment the part above (and comment out this line)
3057    
3058    vector<float> binning;
3059    binning.push_back(0);
3060 +  binning.push_back(10);
3061    binning.push_back(20);
3062    binning.push_back(40);
3063    binning.push_back(60);
3064 <  binning.push_back(80);
3064 > //   binning.push_back(50);
3065 > //   binning.push_back(60);
3066 > //   binning.push_back(70);
3067 > //   binning.push_back(80);
3068 > //   binning.push_back(90);
3069    binning.push_back(100);
3070 < //  float sbg_min=0.;
2620 < //  float sbg_max=100.;
2621 < //  int sbg_nbins=5;
3070 >
3071    float simulatedlumi = luminosity;//in pb please - adjust to your likings
3072    
3073    TCut kPos((mcjzb+">0").c_str());
3074    TCut kNeg((mcjzb+"<0").c_str());
3075    string var( "abs("+mcjzb+")" );
3076 +  
3077 +  TCut notTau("abs(genMID1)!=15");
3078 +  TCut ONLYTau("mll>20");
3079 +  
3080  
3081 <  TCut kcut(cutmass&&cutOSSF&&cutnJets);
3082 <  TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3083 <  TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3081 >  TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3082 >  TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3083 >  
3084    hJZBpos->SetLineColor(kBlack);
3085    hJZBneg->SetLineColor(kRed);
3086    
# Line 2636 | Line 3089 | void zjets_prediction_comparison(string
3089    hJZBneg->Draw("same,hist");
3090    hJZBpos->Draw("same,e1"); // So it's on top...
3091    
3092 <  TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
3092 >  TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
3093    leg->AddEntry(hJZBpos,"Observed","pe");
3094    leg->AddEntry(hJZBneg,"Predicted","l");
3095    leg->Draw("same");
3096    DrawMCPrelim(simulatedlumi);
3097 <  CompleteSave(zcan,"Systematics/zjets_prediction");
3097 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
3098    
3099    TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
3100    hratio->Divide(hJZBneg);
3101    
3102    for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
3103 <    cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << endl;
3103 >    cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
3104    }
3105    
3106    zcan->SetLogy(0);
3107 <  hratio->GetYaxis()->SetRangeUser(0,2.5);
3107 >  hratio->GetYaxis()->SetRangeUser(0,2.0);
3108    hratio->GetYaxis()->SetTitle("Observed/Predicted");
3109    hratio->Draw("e1");
3110    
# Line 2668 | Line 3121 | void zjets_prediction_comparison(string
3121    center->Draw("same");
3122    bottom->Draw("same");
3123    
3124 <  TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
3124 >  TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3125    leg2->AddEntry(hratio,"obs / pred","pe");
3126    leg2->AddEntry(bottom,"syst. envelope","l");
3127    leg2->Draw("same");
3128    DrawMCPrelim(simulatedlumi);
3129 <  CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
3129 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
3130 >  
3131 >  TCut reducedNJets(cutnJets);
3132 >  
3133 >  TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3134 >  TH1F *LcorrJZBeemm     = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3135 >  TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3136 >  TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3137 >
3138 >  TH1F *RcorrJZBSBem;
3139 >  TH1F *LcorrJZBSBem;
3140 >  TH1F *RcorrJZBSBeemm;
3141 >  TH1F *LcorrJZBSBeemm;
3142 >
3143 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3144 >    RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3145 >    LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3146 >    RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3147 >    LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3148 >  }
3149 >  
3150 >  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3151 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3152 >    Bpred->Add(RcorrJZBem,1.0/3.);
3153 >    Bpred->Add(LcorrJZBem,-1.0/3.);
3154 >    Bpred->Add(RcorrJZBSBem,1.0/3.);
3155 >    Bpred->Add(LcorrJZBSBem,-1.0/3.);
3156 >    Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3157 >    Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3158 >  } else {
3159 >    Bpred->Add(RcorrJZBem,1.0);
3160 >    Bpred->Add(LcorrJZBem,-1.0);
3161 >  }
3162 >  
3163 >  Bpred->SetLineColor(kRed);
3164 >
3165 >  TAUhJZBpos->SetLineColor(kBlack);
3166 >  Bpred->SetLineColor(kRed);
3167 >  
3168 >  TAUhJZBpos->SetMinimum(1.0);
3169 >  TAUhJZBpos->Draw("e1");
3170 >  Bpred->Draw("same,hist");
3171 >  TAUhJZBpos->Draw("same,e1");
3172 >  
3173 >  TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
3174 >  TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
3175 >  TAUleg->AddEntry(Bpred,"Predicted","l");
3176 >  TAUleg->Draw("same");
3177 >  DrawMCPrelim(simulatedlumi);
3178 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
3179 >  
3180 >  TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
3181 >  TAUhratio->Divide(Bpred);
3182 >  
3183 >  for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
3184 >    cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << "   vs    predicted : " << Bpred->GetBinContent(i) << "   (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
3185 >  }
3186 >  
3187 >  zcan->SetLogy(0);
3188 >  TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
3189 >  TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
3190 >  TAUhratio->Draw("e1");
3191 >  
3192 >  top->Draw("same");
3193 >  center->Draw("same");
3194 >  bottom->Draw("same");
3195 >  
3196 >  TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow #tau#tau",0.25,0.75,false);
3197 >  TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
3198 >  TAUleg2->AddEntry(bottom,"syst. envelope","l");
3199 >  TAUleg2->Draw("same");
3200 >  DrawMCPrelim(simulatedlumi);
3201 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
3202 >  
3203 >  delete Bpred;
3204 >  delete TAUhJZBpos;
3205 >  delete LcorrJZBeemm;
3206 >  delete RcorrJZBem;
3207 >  delete LcorrJZBem;
3208 >  
3209 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3210 >    delete RcorrJZBSBem;
3211 >    delete LcorrJZBSBem;
3212 >    delete RcorrJZBSBeemm;
3213 >    delete LcorrJZBSBeemm;
3214 >  }
3215 >  
3216    
3217    delete zcan;
3218    cutWeight=weightbackup;
# Line 2732 | Line 3271 | void make_table(samplecollection &coll,
3271      TH1F *RcorrJZBSBeemm;
3272      TH1F *LcorrJZBSBeemm;
3273      
3274 <    if(PlottingSetup::RestrictToMassPeak) {
3274 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3275        RcorrJZBSBem   = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3276        LcorrJZBSBem   = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3277        RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
# Line 2740 | Line 3279 | void make_table(samplecollection &coll,
3279      }
3280      
3281      TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3282 <    if(PlottingSetup::RestrictToMassPeak) {
3282 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3283        Bpred->Add(RcorrJZBem,1.0/3.);
3284        Bpred->Add(LcorrJZBem,-1.0/3.);
3285        Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 2951 | Line 3490 | void qcd_plots(string datajzb, string mc
3490    TH1F *JRcorrJZBSBeemm;
3491    TH1F *JLcorrJZBSBeemm;
3492    
3493 <  if(PlottingSetup::RestrictToMassPeak) {
3493 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3494      RcorrJZBSBem   = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3495      LcorrJZBSBem   = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3496      RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
# Line 2972 | Line 3511 | void qcd_plots(string datajzb, string mc
3511      
3512    TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3513    TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
3514 <  if(PlottingSetup::RestrictToMassPeak) {
3514 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3515      Bpred->Add(RcorrJZBem,1.0/3.);
3516      Bpred->Add(LcorrJZBem,-1.0/3.);
3517      Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 3042 | Line 3581 | void qcd_plots(string datajzb, string mc
3581    dout << "______________________________________________" << endl;
3582    dout << "How QCD shows up in the different regions: " << endl;
3583    dout << "OSSF: " << endl;
3584 <  if(PlottingSetup::RestrictToMassPeak) {
3584 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3585      dout << "     Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3586      dout << "     sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
3587    } else {
3588      dout << "     " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3589    }
3590    dout << "OSOF: " << endl;
3591 <  if(PlottingSetup::RestrictToMassPeak) {
3591 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3592      dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3593      dout << "     sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
3594    } else {
3595      dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3596    }
3597    dout << "Therefore: " << endl;
3598 <  if(PlottingSetup::RestrictToMassPeak) {
3598 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3599      dout << "    Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
3600      dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
3601      dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
# Line 3072 | Line 3611 | void qcd_plots(string datajzb, string mc
3611    for(int i=0;i<(int)bins.size();i++) {
3612      dout << " JZB > " << bins[i] << " : " << endl;
3613      dout << "    Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
3614 <    if(PlottingSetup::RestrictToMassPeak) {
3614 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3615          dout << "    Prediction increases by : " << LcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + (1.0/3)*(RcorrJZBSBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBSBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBSBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBSBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX())) << endl;
3616      } else {
3617          dout << "    Prediction increases by : " << LcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
# Line 3086 | Line 3625 | void qcd_plots(string datajzb, string mc
3625    if(LcorrJZBem) delete LcorrJZBem;
3626    if(RcorrJZBeemm) delete RcorrJZBeemm;
3627    if(LcorrJZBeemm) delete LcorrJZBeemm;
3628 <  if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
3629 <  if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
3630 <  if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3631 <  if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3628 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
3629 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
3630 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3631 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3632   }
3633  
3634   void check_ptsanity() {
# Line 3186 | Line 3725 | void do_mlls_plot(string mcjzb) {
3725    }
3726   }
3727  
3728 < void met_vs_jzb_plots() {
3728 > void met_vs_jzb_plots(string datajzb, string mcjzb) {
3729    
3730    TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
3731    canmetjzb->SetRightMargin(0.16);
# Line 3195 | Line 3734 | void met_vs_jzb_plots() {
3734    findme.push_back("DY");
3735    findme.push_back("TTJets");
3736    findme.push_back("LM");
3737 <  
3737 >  /*
3738    for(int ifind=0;ifind<(int)findme.size();ifind++) {
3739      vector<int> selsamples = allsamples.FindSample(findme[ifind]);
3740      TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
3741      for(int isel=0;isel<(int)selsamples.size();isel++) {
3742 <      cout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3743 <      allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF);
3742 >      dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3743 >      allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
3744      }
3745      metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
3746      metvsjzb->SetStats(0);
# Line 3215 | Line 3754 | void met_vs_jzb_plots() {
3754      title->Draw();
3755      CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
3756    }
3757 +  */
3758 +  
3759 +  dout << "About to produce MET plot for DY split up by JZB" << endl;
3760 +  
3761 +  int nbins=14;
3762 +  float low=0;
3763 +  float high=140;
3764 +  
3765 +  stringstream sLEFT;
3766 +  sLEFT << "((" << mcjzb << ")<0)";
3767 +  TCut LEFT(sLEFT.str().c_str());
3768 +  stringstream sRIGHT;
3769 +  sRIGHT << "((" << mcjzb << ")>0)";
3770 +  TCut RIGHT(sRIGHT.str().c_str());
3771 +  
3772 +  TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3773 +  TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3774 +  TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3775 +  TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3776 +  
3777 +  
3778 +  TH1F *Bpred =  (TH1F*)metleft->Clone("Bpred");
3779 +  Bpred->Add(metleftO,-1);
3780 +  Bpred->Add(metrightO);
3781 +  TH1F *obs = (TH1F*)metright->Clone("obs");
3782 +  
3783 +  metleft->Add(metleftO,-1);
3784 +  metright->Add(metrightO,-1);
3785 +  
3786 +  metleft->SetLineColor(kRed);
3787 +  metright->SetLineColor(kBlack);
3788 +  TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
3789 +  metpad->cd();
3790 +  metpad->SetLogy(1);
3791 +  metleft->Draw("histo");
3792 +  metright->Draw("same");
3793 +  TLegend *lg = make_legend();
3794 +  lg->SetX1(0.5);
3795 +  lg->SetY1(0.7);
3796 +  lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
3797 +  lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
3798 +  lg->SetHeader("DY");
3799 +  
3800 +  lg->Draw();
3801 +  save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
3802 +  
3803 +  TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
3804 +  metpad3->cd();
3805 +  metpad3->SetLogy(1);
3806 +  Bpred->SetLineColor(kRed);
3807 +  Bpred->Draw("histo");
3808 +  obs->SetLineColor(kBlack);
3809 +  obs->Draw("same");
3810 +  TLegend *lg2 = make_legend();
3811 +  lg2->SetX1(0.5);
3812 +  lg2->SetY1(0.7);
3813 +  lg2->AddEntry(obs,"observed","P");
3814 +  lg2->AddEntry(Bpred,"predicted","L");
3815 +  lg2->SetHeader("DY");
3816 +
3817 +  lg2->Draw();
3818 +  
3819 +  save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
3820 +  
3821 +  TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
3822 +  metpad2->cd();
3823 +  metpad2->SetLogy(1);
3824 +  
3825 +  TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3826 +  TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3827 +  TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3828 +  TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3829 +  
3830 +  metlefta->Add(metleftOa,-1);
3831 +  metrighta->Add(metrightOa,-1);
3832 +  
3833 +  metlefta->SetLineColor(kRed);
3834 +  metpad2->cd();
3835 +  metlefta->Draw("histo");
3836 +  metrighta->Draw("same");
3837 +  lg->Draw();
3838 +  save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
3839 +  
3840 +  delete Bpred;
3841 +  delete obs;
3842 +  
3843 +  float newhigh=300;
3844 +  int newNBins=30;
3845 +  
3846 +  TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
3847 +  TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
3848 +  TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
3849 +  TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
3850 +  TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
3851 +  
3852 +  TH1F *aBpred = (TH1F*)Ametleft->Clone("aBpred");
3853 +  aBpred->Add(AmetleftO,-1);
3854 +  aBpred->Add(AmetrightO);
3855 +  aBpred->SetLineColor(kRed);
3856 +  
3857 +  TH1F *aobs = (TH1F*)Ametright->Clone("aobs");
3858 +  metpad4->cd();
3859 +  metpad4->SetLogy(1);
3860 +  aobs->Draw();
3861 +  aBpred->Draw("histo,same");
3862 +  aobs->Draw("same");
3863 +  lg->SetHeader("All MC");
3864 +  lg->Draw();
3865 +  save_with_ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
3866 +  
3867 +  
3868 +  delete lg;
3869 +  delete canmetjzb;
3870 +  delete metleft;
3871 +  delete metleftO;
3872 +  delete metright;
3873 +  delete metrightO;
3874   }
3875      
3876  
# Line 3222 | Line 3878 | void test() {
3878    
3879    TCanvas *testcanv = new TCanvas("testcanv","testcanv");
3880    testcanv->cd();
3881 <  switch_overunderflow(true);
3881 > //  switch_overunderflow(true);
3882    TH1F *ptdistr   = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
3883    switch_overunderflow(false);
3884    ptdistr->Draw();

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