ViewVC Help
View File | Revision Log | Show Annotations | Root Listing
root/cvsroot/UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C
(Generate patch)

Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.27 by buchmann, Mon Jun 18 13:15:39 2012 UTC vs.
Revision 1.49 by fronga, Wed Aug 15 11:46:28 2012 UTC

# Line 28 | Line 28 | void todo() {
28    dout << "Info : The pt requirement is currently set to " << (const char*) passtrig << endl;
29    dout << "Info : The mll requirement is currently set to " << (const char*) cutmass << endl;
30    dout << "Info : The lepton requirement is currently set to " << (const char*) leptoncut << endl;
31 +  dout << "Info : The weight applied to all MC is " << (const char*) cutWeight << endl;
32   }  
33  
34 < void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &DataSigma, stringstream &result, bool doPUreweighting = true )
34 >
35 >
36 > void find_one_peak_combination(TCut specialcut, float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &MCSigmaError, float &DataSigma, float& DataSigmaError, stringstream &result, bool doPUreweighting = true, string saveas="")
37   {
38    // Temporarily switch off PU reweighting, if asked
39    TCut weightbackup=cutWeight;
# Line 40 | Line 43 | void find_peaks(float &MCPeak,float &MCP
43    if(PlottingSetup::DoBTag) nbins=25;
44    
45    TCanvas *tempcan = new TCanvas("tempcan","Temporary canvas for peak finding preparations");
46 <  TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,mc, luminosity);
47 <  TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
48 <  TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,mc, luminosity);
49 <  TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
46 >  TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&specialcut,mc, luminosity);
47 >  TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&specialcut,data, luminosity);
48 >  TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&specialcut,mc, luminosity);
49 >  TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&specialcut,data, luminosity);
50    TH1F *rawttbarjzbeemmMC;
51  
52    if(method==doKM) {
53      //we only need this histo for the KM fitting...
54 <    rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("TTJet"));
55 <    MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
56 <    DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
54 >    rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
55 >    MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
56 >    DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
57 >    delete rawttbarjzbeemmMC;
58    }
59    else {
60      TH1F *reducedMC = (TH1F*)rawJZBeemmMC->Clone();
# Line 58 | Line 62 | void find_peaks(float &MCPeak,float &MCP
62      reducedMC->Add(rawJZBemMC,-1);
63      reducedData->Add(rawJZBemData,-1);
64      //this is Kostas' way of doing it - we subtract em to get rid of some of the ttbar contribution (in reality, of flavor-symmetric contribution)
65 <    MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
66 <    DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
67 <    
65 >    MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
66 >    DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
67 >    delete reducedMC;
68 >    delete reducedData;
69    }
70  
71    // Revert to original PU reweighting
# Line 68 | Line 73 | void find_peaks(float &MCPeak,float &MCP
73      
74   //  MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
75   //  DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
76 <  dout << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
77 <  result << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
78 <  dout << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
79 <  result << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
76 >  dout   << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
77 >  result << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
78 >  dout   << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
79 >  result << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
80 >  delete rawJZBeemmData;
81 >  delete rawJZBeemmMC;
82 >  delete rawJZBemData;
83 >  delete rawJZBemMC;
84    delete tempcan;
85   }
86  
87 < void make_special_obs_pred_mll_plot(string mcjzb, float jzbthreshold) {
87 > void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb)
88 > {
89 >  
90 >  bool DoInvidualeemmPeaks=false;
91 >  
92 >  float mcpeak, datapeak;
93 >  float mcpeakerr, datapeakerr;
94 >  
95 >  float mceepeak,mcmmpeak;
96 >  float mceepeakerr,mcmmpeakerr;
97 >  
98 >  float datammpeak,dataeepeak;
99 >  float datammpeakerr,dataeepeakerr;
100 >  
101 >  float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
102 >  
103 >  dout << "Finding global peak : " << endl;
104 >  find_one_peak_combination(TCut(""),mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
105 >  
106 >  if(DoInvidualeemmPeaks) {
107 >    dout << "Finding peak for electrons : " << endl;
108 >    find_one_peak_combination(TCut("id1==0"),mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
109 >    dout << "Finding peak for muons : " << endl;
110 >    find_one_peak_combination(TCut("id1==1"),mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
111 >    
112 >    datajzb << "(" << jzbvariabledata;
113 >    mcjzb << "(" << jzbvariablemc;
114 >    
115 >    if(dataeepeak>0) datajzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
116 >    else datajzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
117 >    
118 >    if(datammpeak>0) datajzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
119 >    else datajzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
120 >    
121 >    if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
122 >    else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
123 >    
124 >    datajzb << ")";
125 >    
126 >    if(mceepeak>0) mcjzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
127 >    else mcjzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
128 >    
129 >    if(mcmmpeak>0) mcjzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
130 >    else mcjzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
131 >    
132 >    if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
133 >    else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
134 >    
135 >    mcjzb << ")";
136 >  } else {
137 >    datajzb << "(" << jzbvariabledata;
138 >      mcjzb << "(" << jzbvariablemc;
139 >    
140 >    if(datapeak>0) datajzb << "- " << TMath::Abs(datapeak) << " ";
141 >    else datajzb << "+ " << TMath::Abs(datapeak) << " ";
142 >    
143 >    datajzb << ")";
144 >    
145 >    if(mcpeak>0) mcjzb << "- " << TMath::Abs(mcpeak) << " ";
146 >    else mcjzb << "+ " << TMath::Abs(mcpeak) << " ";
147 >    
148 >    mcjzb << ")";
149 >  }
150 >  
151 >  
152 > }
153 >
154 > void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
155    float min=70.0;
156    float max=115.0;
157    if(!PlottingSetup::RestrictToMassPeak) {
158 <    min=10;
159 <    max=150;
158 >    min=20;
159 >    max=300;
160    }
161 <  int nbins=int((max-min)/5);
161 >  int nbins=int((max-min)/binWidth);
162    
163    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
164    
165    stringstream largerzeroS;
166 <  largerzeroS << "(" << mcjzb << ">" << jzbthreshold << ")";
167 <  TCut largerzero(largerzeroS.str().c_str());
166 >  largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
167 >  TCut largerzeroD(largerzeroS.str().c_str());
168    
169    stringstream smallerzeroS;
170 <  smallerzeroS << "(" << mcjzb << "<-" << jzbthreshold << ")";
171 <  TCut smallerzero(smallerzeroS.str().c_str());
172 <  
173 <  TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,data,luminosity);
174 <  THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,mc,luminosity);
175 <  TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,data,luminosity);
176 <  TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,data,luminosity);
177 <  TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,data,luminosity);
170 >  smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
171 >  TCut smallerzeroD(smallerzeroS.str().c_str());
172 >
173 >
174 >  stringstream largerzeroMS;
175 >  largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
176 >  TCut largerzeroM(largerzeroMS.str().c_str());
177 >  
178 >  TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,data,luminosity);
179 >  THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
180 >  TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,data,luminosity);
181 >  TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,data,luminosity);
182 >  TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,data,luminosity);
183  
184    TH1F *RcorrJZBSBem;
185    TH1F *LcorrJZBSBem;
# Line 108 | Line 189 | void make_special_obs_pred_mll_plot(stri
189   //  TH1F *RcorrJZBeemmNoS;
190  
191    if(PlottingSetup::RestrictToMassPeak) {
192 <    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,data, luminosity);
193 <    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,data, luminosity);
194 <    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,data, luminosity);
195 <    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,data, luminosity);
196 <  }
197 <  
198 <  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
199 <  if(PlottingSetup::RestrictToMassPeak) {
200 <    Bpred->Add(RcorrJZBem,1.0/3.);
201 <    Bpred->Add(LcorrJZBem,-1.0/3.);
202 <    Bpred->Add(RcorrJZBSBem,1.0/3.);
203 <    Bpred->Add(LcorrJZBSBem,-1.0/3.);
204 <    Bpred->Add(RcorrJZBSBeemm,1.0/3.);
205 <    Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
206 <  } else {
207 <    Bpred->Add(RcorrJZBem,1.0);
208 <    Bpred->Add(LcorrJZBem,-1.0);
209 <  }
210 <  
192 >    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,data, luminosity);
193 >    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,data, luminosity);
194 >    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,data, luminosity);
195 >    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,data, luminosity);
196 >  }
197 >  
198 >  // Separate predictions
199 >  TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
200 >  TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
201 >  TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
202 >  if(PlottingSetup::RestrictToMassPeak) {
203 >    OFP->Scale(1.0/3.0);
204 >    OFP->Add(RcorrJZBSBem,1.0/3.);
205 >    OFP->Add(RcorrJZBSBeemm,1.0/3.);
206 >    OFN->Scale(1.0/3.0);
207 >    OFN->Add(LcorrJZBSBem,1.0/3.);
208 >    OFN->Add(LcorrJZBSBeemm,1.0/3.);
209 >  }
210 >
211 >  TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
212 >  Bpred->Add(OFP);
213 >  Bpred->Add(OFN,-1);
214    Bpred->SetLineColor(kRed);
215    
216 +  RcorrJZBeemm->SetTitleOffset(1.3,"y");
217    RcorrJZBeemm->Draw();
218    mcRcorrJZBeemm.Draw("same");
219    Bpred->Draw("histo,same");
# Line 143 | Line 228 | void make_special_obs_pred_mll_plot(stri
228    stringstream saveas;
229    saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
230    CompleteSave(ckin,saveas.str());
231 <
231 >  
232 >  // Draw all predictions overlayed
233 >  unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
234 >  SFN->SetLineColor(kGreen+2);
235 >  SFN->SetLineStyle(2);
236 >  SFN->SetLineWidth(w);
237 >  OFP->SetLineColor(kBlue+2);
238 >  OFP->SetLineStyle(2);
239 >  OFP->SetLineWidth(w);
240 >  OFN->SetLineColor(kMagenta+2);
241 >  OFN->SetLineStyle(3);
242 >  OFN->SetLineWidth(w);
243 >  
244 >  RcorrJZBeemm->Draw();
245 >  SFN->Draw("histo,same");
246 >  OFP->Draw("histo,same");
247 >  OFN->Draw("histo,same");
248 >  Bpred->Draw("histo,same");
249 >  RcorrJZBeemm->Draw("same");
250 >  
251 >  TLegend *leg2 = make_legend("",0.52,0.7);
252 >  leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
253 >  leg2->AddEntry(Bpred,"predicted (data)","l");
254 >  leg2->AddEntry(SFN,  "  SF JZB<0","l");
255 >  leg2->AddEntry(OFN,  "  OF JZB<0","l");
256 >  leg2->AddEntry(OFP,  "  OF JZB>0","l");
257 >  leg2->Draw("same");
258 >  
259 >  saveas.str("");
260 >  saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold << "_nomc";
261 >  CompleteSave(ckin,saveas.str());
262 >  
263    delete RcorrJZBeemm;
264    delete LcorrJZBeemm;
265    delete RcorrJZBem;
# Line 242 | Line 358 | void draw_ratio_plot(TH1* hdata, THStack
358    oneline->Draw("same");
359   }
360  
361 + float make_one_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
362 +                        string xlabel, string filename, bool plotratio=true, bool loadlastminmax=false, float legendPosition=0.55) {
363 +
364 +  TCut ibasiccut=basiccut;
365 +  bool draw_separation_lines=false;
366 +
367 +  if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
368 +
369 +  TCut cutSF;
370 +  TCut cutOF;
371 +
372 +  cutOF = cutOSOF&&cutnJets&&ibasiccut;
373 +  cutSF = cutOSSF&&cutnJets&&ibasiccut;
374 +
375 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
376 +  ckin->SetLogy(logscale);
377 +  TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
378 +  TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
379 +  string signal("LM3");
380 +  TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
381 +  int idx = signalsamples.FindSample(signal)[0];
382 +  (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
383 +  signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
384 +  signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
385 +  signalhisto->SetLineStyle(2);
386 +  datahistoSF->SetMarkerSize(DataMarkerSize);
387 +  datahistoOF->SetLineColor(kRed);
388 +
389 +  if ( !logscale ) {
390 +    datahistoSF->SetMinimum(0); // Defaults
391 +  } else {
392 +    datahistoSF->SetMinimum(0.5);
393 +  }
394 +  if (ymax<0) {
395 +    if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
396 +    else datahistoSF->SetMaximum(1.5*datahistoSF->GetMaximum());
397 +  } else {
398 +    datahistoSF->SetMaximum(ymax);
399 +  }
400 +
401 +  float ymaxSet = datahistoSF->GetMaximum();
402 +
403 +  datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
404 +  datahistoSF->GetYaxis()->SetTitle("Events");
405 +  datahistoSF->GetXaxis()->CenterTitle();
406 +  datahistoSF->GetYaxis()->CenterTitle();
407 +
408 +  TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.7,false,legendPosition+0.2);
409 +  mleg->AddEntry(datahistoSF, "Same-flavor", "PL");
410 +  if (datahistoOF->Integral()>0) {
411 +    mleg->AddEntry(datahistoOF, "Opposite-flavor", "L");
412 +  } else {
413 +    mleg->AddEntry((TObject*)0, "", "");
414 +  }
415 +  mleg->AddEntry(signalhisto, "LM3", "L");
416 +
417 +  datahistoSF->Draw("E1");
418 +  if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
419 +  signalhisto->Draw("HIST,SAMES");
420 +  mleg->Draw();
421 +  DrawPrelim();
422 +  CompleteSave(ckin, "SFOF/" + filename);
423 +
424 +  datahistoSF->Delete();
425 +  datahistoOF->Delete();
426 +  signalhisto->Delete();
427 +  delete mleg;
428 +  delete ckin;
429 +
430 +  return ymaxSet;
431 +
432 + }
433 +
434 + void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale, string xlabel, string filename,
435 +                bool plotratio=true, bool loadlastminmax=false, float legendPosition=0.55) {
436 +
437 +  string mllcuts[] = { "mll>20","mll>20&&mll<70", "mll>70&&mll<110", "mll>110" };
438 +  string mllcutname[] = { "m_{ll} > 20 GeV", "20 < m_{ll} < 70 GeV", "70 < m_{ll} < 110 GeV", "m_{ll} > 110 GeV" };
439 +  string plotname[] = {"_all","_low","_peak","_high"};
440 +  float ymax;
441 +  for ( int i=0; i<4; ++i ) {
442 +    if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
443 +    if ( i==0 ) {
444 +      ymax = make_one_OFSF_plot(variable, mllcuts[i],            mllcutname[i], nbins, min, max, -1, logscale, xlabel,
445 +                         filename+plotname[i], plotratio, loadlastminmax, legendPosition );
446 +    } else {
447 +      make_one_OFSF_plot(variable, mllcuts[i],            mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
448 +                         filename+plotname[i], plotratio, loadlastminmax, legendPosition );
449 +    }
450 +    make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
451 +                       filename+plotname[i]+"_mm", plotratio, loadlastminmax, legendPosition );
452 +    make_one_OFSF_plot(variable, "id1==0&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
453 +                       filename+plotname[i]+"_ee", plotratio, loadlastminmax, legendPosition );
454 +  }
455 +
456 + }
457 +
458 +
459   float lastrange_min=0;
460   float lastrange_max=0;
461  
# Line 284 | Line 498 | void make_kin_plot(string variable, stri
498          draw_separation_lines=true;
499    }
500    if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
501 <  if(Contains(filename,"mll_aboveJZB100")) cut=cutOSSF&&cutnJets&&ibasiccut;
501 >  if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
502 >  if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
503 >  if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
504    if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
505    if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutOSSF;
506    if(filename=="mll_inclusive_osof") cut=cutOSOF;
# Line 297 | Line 513 | void make_kin_plot(string variable, stri
513    ckin->SetLogy(logscale);
514    TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
515    datahisto->SetMarkerSize(DataMarkerSize);
516 <  THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
516 >  if ( !logscale ) datahisto->SetMinimum(0); // Defaults
517 >  else datahisto->SetMinimum(0.5);
518 >  // Custom max.
519 >  if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
520    if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
521    if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
522    if(filename=="mll_inclusive"||filename=="mll_inclusive_mm"||filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
523    if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
524    if(filename=="mll_osof") datahisto->SetMinimum(9);
525 <  datahisto->SetMaximum(5.3*datahisto->GetMaximum());
526 <  datahisto->Draw("e1");
527 <  ckin->Update();
525 >  if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
526 >  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
527 >
528 >  cout << "******** Cut used : " << (const char*) cut << endl;
529    if(loadlastminmax) {
530          datahisto->SetMinimum(lastrange_min);
531          datahisto->SetMaximum(lastrange_max);
# Line 315 | Line 535 | void make_kin_plot(string variable, stri
535          }              
536    }
537  
538 +  // Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
539 +  string signal("LM3");
540 +  TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
541 +  int idx = signalsamples.FindSample(signal)[0];
542 +  (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
543 +  signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
544 +  signalhisto->SetLineColor(kOrange);
545 +
546 +  THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
547 +  datahisto->Draw("e1");
548 +  ckin->Update();
549    mcstack.Draw("same");
550 +  
551    datahisto->Draw("same,e1");
552    TLegend *kinleg = allsamples.allbglegend();
553    kinleg->Draw();
# Line 358 | Line 590 | void make_kin_plot(string variable, stri
590          kinpad->SetLogy(logscale);
591          datahisto->Draw("e1");
592          mcstack.Draw("same");
593 +        signalhisto->Draw("same");
594          datahisto->Draw("same,e1");
595          datahisto->Draw("same,axis");
596          if(RestrictToMassPeak&&draw_separation_lines) {
# Line 365 | Line 598 | void make_kin_plot(string variable, stri
598            upperboundary->Draw("same");
599          }
600            
601 +        kinleg->AddEntry("signalhisto",signal.c_str(),"l");
602          kinleg->Draw();
603          write_cut->Draw();
604          DrawPrelim();
# Line 382 | Line 616 | void make_kin_plot(string variable, stri
616    delete ckin;
617   }
618  
619 < void make_JES_plot() {
619 > void make_JES_plot(TCut cut, string name) {
620  
621    int nbins=10;
622    float min=-0.5;
623    float max = 9.5;
624    bool logscale=true;
625    string xlabel="nJets";
392 –  TCut cut=cutmass&&cutOSSF&&basiccut;
626  
627    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
628    ckin->SetLogy(logscale);
629 <  TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
629 >  TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
630    datahisto->SetMarkerSize(DataMarkerSize);
631 <  THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
632 <  TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
633 <  TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
631 >  THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
632 >  TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
633 >  TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
634  
635    datahisto->SetMinimum(1);
636    datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
# Line 422 | Line 655 | void make_JES_plot() {
655    TLegend *kinleg = allsamples.allbglegend();
656    kinleg->AddEntry(JESunc,"JES uncertainty","f");
657    kinleg->Draw();
658 <  CompleteSave(ckin,"Systematics/JES");
658 >  CompleteSave(ckin,"Systematics/JES"+name);
659    datahisto->Delete();
660    delete ckin;
661  
# Line 437 | Line 670 | void do_kinematic_plots(string mcjzb, st
670    float mll_hi=160;
671    if(!PlottingSetup::RestrictToMassPeak) {
672          mll_low=20;
673 <        mll_hi=210;
673 >        mll_hi=300;
674    }
675 <  
676 <  make_kin_plot("met[4]","",40,0,200,dolog,"MET [GeV]","met",doPF,true);
675 >
676 >  make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll", false, false);
677 >  make_OFSF_plots("pfJetGoodNum40", "met[4]>100", 7, 3, 10, true, "#(jets)", "njets", false, false);
678 >  make_OFSF_plots("pt1",  "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1", false, false);
679 >  make_OFSF_plots("pt2",  "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2", false, false);
680 >  make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", false, false, 0.15);
681 >  make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", false, false, 0.15);
682 >  make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", false, false, 0.2);
683 >  make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", false, false, 0.2);
684 >  make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", false, false, 0.2);
685 >  make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", "dphij1met", false, false, 0.0);
686 >  make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", "dphi", false, false, 0.2);
687 >  make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", "dphiMet1", false, false, 0.2);
688 >  make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", "dphiMet2", false, false, 0.2);
689 >  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", false, false, 0.2);
690 >  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", false, false, 0.2);
691 >  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", false, false, 0.2);
692 >  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", false, false, 0.2);
693 >
694 >  make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
695    make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
696    make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
697    make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
698    make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
699 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
700 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
701 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
702 <  make_kin_plot("mll","",(int)((mll_hi-mll_low))/2,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
703 <  make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
704 <  make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
705 < //  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
706 < //  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
707 <  make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
708 <  make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
458 <  make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
459 <  make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
460 <  make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
699 >  make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
700 >  make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
701 >  make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
702 >  make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
703 >  make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
704 >  if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
705 >
706 >  make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
707 >  make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
708 >
709    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets",doPF);
710    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
711    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
712 <  if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
712 >
713 >  make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
714 > //  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
715 > //  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
716 >  make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
717 >  make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
718 >  make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
719 >  make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
720 >  make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
721    stringstream jzbcut;
722    jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
723 <  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
724 <  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);
725 <  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
726 <  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);
723 >  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
724 >  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);
725 >  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);
726 >  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);
727    stringstream jzbcut2;
728    jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
729 <  make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
730 <  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);
729 >  make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
730 >  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);
731 >  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);
732 >  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);
733    stringstream jzbcut3;
734    jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
735 <  make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);  
736 <  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);
737 <  
738 <  make_special_obs_pred_mll_plot(mcjzb,0);
739 <  make_special_obs_pred_mll_plot(mcjzb,50);
740 <  make_special_obs_pred_mll_plot(mcjzb,100);
741 <  make_special_obs_pred_mll_plot(mcjzb,150);
742 <  make_special_obs_pred_mll_plot(mcjzb,200);
743 <  make_special_obs_pred_mll_plot(mcjzb,250);
735 >  make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);  
736 >  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);
737 >  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);  
738 >  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);  
739 >
740 >  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);
741 >  //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);
742 >  //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);
743 >
744 >  make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
745 >  make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
746 >  make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
747 >  make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
748 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
749 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
750 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
751 >
752 >  make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
753 >  make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
754 >  
755 >  string regioncut[4] =    {"mll>0&&","mll>20&&mll<70&&","mll>70&&mll<110&&","mll>110&&"};
756 >  string regionname[4] = {"global","lowmass","Zregion","highmass"};
757 >  bool StoreRatioPlots=false;
758 >  for(int iregion=0;iregion<4;iregion++) {
759 >    cout << regionname[iregion] << " : " << regioncut[iregion] << endl;
760 >
761 >    //Z properties
762 >    make_kin_plot("pt","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),40,0,200,dolog,"p_{T}^{ee} [GeV] (MET>100GeV)","Z/ZPT_ee_met100_"+regionname[iregion],doPF,StoreRatioPlots);
763 >    make_kin_plot("pt","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),40,0,200,dolog,"p_{T}^{#mu#mu} [GeV] (MET>100GeV)","Z/ZPT_mm_met100_"+regionname[iregion],doPF,StoreRatioPlots);
764 >    
765 >    make_kin_plot("phi","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),32,-3.2,3.2,nolog,"#phi^{ee} (MET>100GeV)","Z/ZPhi_ee_met100_"+regionname[iregion],doPF,StoreRatioPlots);
766 >    make_kin_plot("phi","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),32,-3.2,3.2,nolog,"#phi^{#mu#mu} (MET>100GeV)","Z/ZPhi_mm_met100_"+regionname[iregion],doPF,StoreRatioPlots);
767 >    
768 >    make_kin_plot("eta","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),30,-3.0,3.0,nolog,"#eta^{ee} (MET>100GeV)","Z/ZEta_ee_met100_"+regionname[iregion],doPF,StoreRatioPlots);
769 >    make_kin_plot("eta","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),30,-3.0,3.0,nolog,"#eta^{#mu#mu} (MET>100GeV)","Z/ZEta_mm_met100_"+regionname[iregion],doPF,StoreRatioPlots);
770 >    
771 >    // lepton properties
772 >    make_kin_plot("pt1","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),40,0,200,dolog,"p_{T}^{e1} [GeV] (MET>100GeV)","Lepton/LeadingElectronPt_met100_"+regionname[iregion],doPF,StoreRatioPlots);
773 >    make_kin_plot("pt1","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),40,0,200,dolog,"p_{T}^{#mu1} [GeV] (MET>100GeV)","Lepton/LeadingMuonPt_met100_"+regionname[iregion],doPF,StoreRatioPlots);
774 >    make_kin_plot("pt2","met[4]>100&&id2==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),40,0,200,dolog,"p_{T}^{e2} [GeV] (MET>100GeV)","Lepton/SubLeadingElectronPt_met100_"+regionname[iregion],doPF,StoreRatioPlots);
775 >    make_kin_plot("pt2","met[4]>100&&id2==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),40,0,200,dolog,"p_{T}^{#mu2} [GeV] (MET>100GeV)","Lepton/SubLeadingMuonPt_met100_"+regionname[iregion],doPF,StoreRatioPlots);
776 >    
777 >    make_kin_plot("phi1","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),32,-3.2,3.2,nolog,"#phi^{e1} (MET>100GeV)","Lepton/LeadingElectronPhi_met100_"+regionname[iregion],doPF,StoreRatioPlots);
778 >    make_kin_plot("phi1","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),32,-3.2,3.2,nolog,"#phi^{#mu1} (MET>100GeV)","Lepton/LeadingMuonPhi_met100_"+regionname[iregion],doPF,StoreRatioPlots);
779 >    make_kin_plot("phi2","met[4]>100&&id2==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),32,-3.2,3.2,nolog,"#phi^{e2} (MET>100GeV)","Lepton/SubLeadingElectronPhi_met100_"+regionname[iregion],doPF,StoreRatioPlots);
780 >    make_kin_plot("phi2","met[4]>100&&id2==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),32,-3.2,3.2,nolog,"#phi^{#mu2} (MET>100GeV)","Lepton/SubLeadingMuonPhi_met100_"+regionname[iregion],doPF,StoreRatioPlots);
781 >    
782 >    make_kin_plot("eta1","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),30,-3.0,3.0,nolog,"#eta^{e1} (MET>100GeV)","Lepton/LeadingElectronEta_met100_"+regionname[iregion],doPF,StoreRatioPlots);
783 >    make_kin_plot("eta1","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),30,-3.0,3.0,nolog,"#eta^{#mu1} (MET>100GeV)","Lepton/LeadingMuonEta_met100_"+regionname[iregion],doPF,StoreRatioPlots);
784 >    make_kin_plot("eta2","met[4]>100&&id2==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),30,-3.0,3.0,nolog,"#eta^{e2} (MET>100GeV)","Lepton/SubLeadingElectronEta_met100_"+regionname[iregion],doPF,StoreRatioPlots);
785 >    make_kin_plot("eta2","met[4]>100&&id2==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),30,-3.0,3.0,nolog,"#eta^{#mu2} (MET>100GeV)","Lepton/SubLeadingMuonEta_met100_"+regionname[iregion],doPF,StoreRatioPlots);
786 >    
787 >    
788 >  }
789 >
790   }
791  
792   void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
793                       int nbins, float xmin, float xmax, bool log,
794                       float ymin=0, float ymax=0, bool leftJustified=false ) {
795 <      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
795 >  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
796  
797    TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
798    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__));
799 <  if(var=="numVtx") cutWeight=TCut("1.0");
799 >  //if(var=="numVtx") cutWeight=TCut("1.0");
800    TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
801    TCut jzbMC[]  = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
802  
# Line 516 | Line 820 | void make_comp_plot( string var, string
820        TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
821        ccomp->SetLogy(log);
822        TH1F *datahisto = allsamples.Draw("datahisto",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
823 <      TH1F *lm4histo = signalsamples.Draw("lm4histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
823 >      TH1F *lm3histo  = signalsamples.Draw("lm3histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
824        THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],  mc,  luminosity);
825        datahisto->SetMarkerSize(DataMarkerSize);
826        if (ymax>ymin) datahisto->SetMaximum(ymax);
827 <      lm4histo->SetLineStyle(2);
827 >      lm3histo->SetLineStyle(2);
828        datahisto->Draw("e1");
829        mcstack.Draw("same");
830        datahisto->Draw("same,e1");
831 < //      lm4histo->Draw("hist,same");
831 >      lm3histo->Draw("hist,same");
832        TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
833        if ( leftJustified ) {
834          Float_t w = kinleg->GetX2()-kinleg->GetX1();
835          kinleg->SetX1(0.2);
836          kinleg->SetX2(0.2+w);
837        }
838 < //      kinleg->AddEntry(lm4histo,"LM4","l");
838 >      kinleg->AddEntry(lm3histo,"LM3","l");
839        kinleg->Draw();
840        TText* write_variable = write_text(0.99,0.01,var);
841        write_variable->SetTextAlign(31);
# Line 540 | Line 844 | void make_comp_plot( string var, string
844        CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
845        delete datahisto;
846        delete ccomp;
847 <      delete lm4histo;
847 >      delete lm3histo;
848      }
849    cutWeight=weightbackup;
850   }
# Line 550 | Line 854 | void region_comparison_plots(string mcjz
854    dout << "Creating comparison plots for signal and control regions" << endl;
855    // Compare a few quantities in the signal region and all 7 control regions
856  
857 <  switch_overunderflow(true);  // switching overflow/underflow bins on
857 > //  switch_overunderflow(true);  // switching overflow/underflow bins on
858      
859    
860      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
# Line 558 | Line 862 | void region_comparison_plots(string mcjz
862      float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
863      float mll_low=50;float mll_high=170;
864      if(!PlottingSetup::RestrictToMassPeak) {
865 <        mll_high=200;
866 <        mll_low=50;
865 >        mll_high=300;
866 >        mll_low=20;
867      }
868 <    make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
868 >    make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
869 >    make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
870 >
871 >    make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
872      make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
873 <    make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
873 >    make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
874 >    make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
875      make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
876 <    make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
876 >    make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
877      make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
878      make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
879 +    make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
880 +    make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
881    }
882  
883    switch_overunderflow(false); // switching overflow/underflow bins off
# Line 861 | Line 1171 | if you want to start from scratch (witho
1171    return return_functions;
1172   }
1173  
1174 < void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false,string subdir="" )
1174 > void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
1175   {
1176 <  // note: sigma is not used ATM
867 <  switch_overunderflow(true);
1176 > //  switch_overunderflow(true);
1177    bool is_data=false;
1178    bool use_signal=false;
1179    if(use_data==1) is_data=true;
# Line 874 | Line 1183 | void do_prediction_plot(string jzb, TCan
1183    float low=0;
1184    float hi=500;
1185    
877 –  stringstream largerzeroS;
878 –  largerzeroS << "("<<jzb<<">0)";
879 –  TCut largerzero(largerzeroS.str().c_str());
880 –  stringstream smallerzeroS;
881 –  smallerzeroS << "("<<jzb<<"<0)";
882 –  TCut smallerzero(smallerzeroS.str().c_str());
883 –  
1186    TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
1187 <  TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1188 <  TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1189 <  TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1190 <  TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1187 >  TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1188 >  TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1189 >  TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1190 >  TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1191  
1192    blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
1193    blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
# Line 902 | Line 1204 | void do_prediction_plot(string jzb, TCan
1204  
1205      //these are for the ratio
1206    
1207 <  TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1208 <  TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1209 <  TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1210 <  TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1207 >  TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1208 >  TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1209 >  TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1210 >  TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1211    
1212    TH1F *JRcorrJZBSBem;
1213    TH1F *JLcorrJZBSBem;
1214    TH1F *JRcorrJZBSBeemm;
1215    TH1F *JLcorrJZBSBeemm;
1216    
1217 <  if(use_data==2 || overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,false);
1217 >  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);
1218  
1219    
1220    if(PlottingSetup::RestrictToMassPeak) {
1221 <    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1222 <    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1223 <    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1224 <    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1221 >    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1222 >    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1223 >    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1224 >    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1225      
1226      //these are for the ratio
1227 <    JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1228 <    JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1229 <    JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1230 <    JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1227 >    JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1228 >    JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1229 >    JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1230 >    JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1231    }
1232    
1233    TH1F *lm4RcorrJZBeemm;
1234 <  if(overlay_signal || use_data == 2 || use_data == 1) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,allsamples.FindSample("LM"));
1234 >  if(overlay_signal || use_data == 2 || use_data == 1) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,allsamples.FindSample("LM"));
1235    
1236    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
1237    
# Line 1051 | Line 1353 | void do_prediction_plot(string jzb, TCan
1353      legBpred->AddEntry(Bpred,"predicted","l");
1354   //    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1355   //    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1356 <    legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1356 >    legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
1357      legBpred->Draw();
1358      DrawPrelim();
1359  
# Line 1090 | Line 1392 | void do_prediction_plot(string jzb, TCan
1392      speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
1393      speciallegBpred->AddEntry(Bpred,"Total background","l");
1394      speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
1395 <    speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1395 >    if(PlottingSetup::RestrictToMassPeak) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1396 >    else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
1397   //    speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
1398      speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1399      speciallegBpred->Draw();
1400      save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
1401      
1402      TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1403 <    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1403 >    specialcanv->SetLogy(1);
1404 > //    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1405      blankback->Draw();
1406 <    kostack.Draw("same");
1406 > //    kostack.Draw("same");
1407 >    predcomposition.Draw();
1408      Bpred->Draw("hist,same");
1409 <    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1409 >    //analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1410      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1411      legBpred->Draw();
1412      DrawPrelim();
1413      CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
1414      Bpred->SetLineWidth((int)CurrentBpredLineWidth);
1415      
1416 +    
1417 +    //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;
1418 +    
1419      delete speciallegBpred;
1420      delete Zjetspred;
1421      delete TTbarpred;
# Line 1172 | Line 1480 | void do_prediction_plot(string jzb, TCan
1480    string ytitle("ratio");
1481    if ( use_data==1 ) ytitle = "data/pred";
1482    //save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1483 <  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,true,ytitle,BpredSys);//not extending the y range anymore up to 4
1483 >  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
1484  
1485    
1486    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
# Line 1238 | Line 1546 | void do_prediction_plot(string jzb, TCan
1546      }
1547    }
1548    
1549 +  TFile *f = new TFile("tester.root","RECREATE");
1550 +  RcorrJZBeemm->Write();
1551 +  Bpred->Write();
1552 +  f->Close();
1553 +  
1554    delete RcorrJZBeemm;
1555    delete LcorrJZBeemm;
1556    delete RcorrJZBem;
# Line 1250 | Line 1563 | void do_prediction_plot(string jzb, TCan
1563  
1564    delete blankback;
1565    
1566 +  delete BpredSys;
1567    if(PlottingSetup::RestrictToMassPeak) {
1568      delete RcorrJZBSBem;
1569      delete LcorrJZBSBem;
# Line 1267 | Line 1581 | void do_prediction_plot(string jzb, TCan
1581  
1582   void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
1583    TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
1584 <  do_prediction_plot(datajzb,globalcanvas,DataSigma,jzbHigh ,data,overlay_signal);
1584 >  do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
1585    if ( !PlottingSetup::Approved ) {
1586 <    do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mc,overlay_signal);
1587 <    do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mcwithsignal,overlay_signal);
1586 >    do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
1587 >    do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
1588    } else {
1589      write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
1590    }
# Line 1610 | Line 1924 | void draw_pure_jzb_histo(TCut cut,string
1924    datahisto->Draw("same,e1");
1925    
1926    TLegend *leg;
1927 <  if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1928 <  else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1929 <  else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1930 <  else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1931 <  else {
1932 <    std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1933 <    exit(-1);
1934 <      }
1927 >  if (!PlottingSetup::RestrictToMassPeak) {
1928 >    if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
1929 >    else leg = allsamples.allbglegend("Same flavor",datahisto);
1930 >  } else {
1931 >    if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1932 >    else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1933 >    else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1934 >    else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1935 >    else {
1936 >      std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1937 >      exit(-1);
1938 >    }
1939 >  }
1940    leg->Draw();
1941    string write_cut = decipher_cut(cut,"");
1942    TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
# Line 1705 | Line 2024 | void diboson_plots(string mcjzb, string
2024    dout << "Going to produce JZB plots" << endl;
2025    produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
2026    TCanvas *gloca = new TCanvas("gloca","gloca");
1708 –  float sigma=123456;
2027    
2028    dout << "Going to produce prediction plots" << endl;
2029 <  do_prediction_plot(mcjzb, gloca, sigma, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
2030 <  do_prediction_plot(mcjzb, gloca, sigma, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
2029 >  do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
2030 >  do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
2031    delete gloca;
2032  
2033    dout << "Going to reset the cross section for diboson samples ... " << endl;
# Line 1723 | Line 2041 | void diboson_plots(string mcjzb, string
2041    }
2042    
2043   }
2044 +
2045 +
2046 + void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
2047 +  TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
2048 +  jzbpad->cd();
2049 +  jzbpad->SetLogy(1);
2050 +  string xlabel="JZB [GeV]";
2051 +
2052 +  TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
2053 +  datahisto1->SetLineColor(kRed);
2054 +  datahisto1->SetMarkerColor(kRed);
2055 +  TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
2056 +  datahisto2->SetLineColor(kBlue);
2057 +  datahisto2->SetMarkerColor(kBlue);
2058 +  
2059 +  datahisto2->SetMarkerSize(DataMarkerSize);
2060 +  datahisto1->DrawNormalized("e1");
2061 +  datahisto2->DrawNormalized("histo,same");
2062 +  datahisto1->DrawNormalized("same,e1");
2063 +  
2064 +  TLegend *leg = make_legend();
2065 +  leg->AddEntry(datahisto1,legentry1.c_str());
2066 +  leg->AddEntry(datahisto2,legentry2.c_str());
2067 +  leg->Draw();
2068 +  
2069 +  save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
2070 +  
2071 +  datahisto1->Delete();
2072 +  datahisto2->Delete();
2073 + }
2074 +
2075 +
2076   void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2077    TCanvas *can = new TCanvas("can","JZB Plots Canvas");
2078    float max=jzbHigh ;
# Line 1746 | Line 2096 | void jzb_plots(string mcjzb, string data
2096      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2097      if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2098      if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2099 +    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);
2100 +    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);
2101 +    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);
2102 +
2103    }
2104    
2105    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
# Line 2092 | Line 2446 | void draw_ttbar_and_zjets_shape(string m
2446    draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
2447   }
2448  
2449 < float find_one_correction_factor(string FindKeyword, TCut SpecialCut, string SaveAs) {
2449 > float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
2450    TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2451    cancorr->SetLogz();
2452    cancorr->SetRightMargin(0.13);
2453 <  TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)"&&SpecialCut);
2453 >  TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
2454 >
2455    if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2456    TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2457 +  niceresponseplotd->Sumw2();
2458 +  TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
2459    vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2460 <  for(int iSample=0;iSample<SampleIndices.size();iSample++) {
2461 <    dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << endl;
2462 <    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",zptforresponsepresentation*cutWeight);
2460 >  for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2461 >    if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2462 >    if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2463 >    
2464 >    dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2465 >    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
2466 >    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
2467    }
2468 <    
2468 >  niceresponseplotd->Add(emuResponse,-1);
2469 >  
2470    niceresponseplotd->SetStats(0);
2471    niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2472    niceresponseplotd->GetYaxis()->SetTitle("Response");
# Line 2112 | Line 2474 | float find_one_correction_factor(string
2474    niceresponseplotd->GetYaxis()->CenterTitle();
2475    niceresponseplotd->Draw("COLZ");
2476    TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2477 +  profd->Rebin(2);
2478    profd->SetMarkerSize(DataMarkerSize);
2479    profd->Fit("pol0","","same,e1",100,400);
2480    DrawPrelim();
# Line 2131 | Line 2494 | float find_one_correction_factor(string
2494    CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2495    delete cancorr;
2496    delete niceresponseplotd;
2497 +  delete profd;
2498    return correction;
2499   }
2500  
2501   void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2502    
2503 +  dout << "Computing response corrections: " << endl;
2504    //Step 1 : Get results
2505 <  float datacorrection=find_one_correction_factor("Data","","Data");
2506 <  float mccorrection=find_one_correction_factor("DY","","MC");
2505 >  float datacorrection=find_one_correction_factor("Data",true,"","Data");
2506 >  float mccorrection=find_one_correction_factor("DY",false,"","MC");
2507    
2508 <  float dataEEcorrection=find_one_correction_factor("Data","id1==0","Data_ee");
2509 <  float mcEEcorrection=find_one_correction_factor("DY","id1==0","MC_ee");
2508 >  float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
2509 >  float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
2510    
2511 <  float dataMMcorrection=find_one_correction_factor("Data","id1==1","Data_mm");
2512 <  float mcMMcorrection=find_one_correction_factor("DY","id1==1","MC_mm");
2511 >  float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
2512 >  float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
2513    
2514    cout << "Corrections : " << endl;
2515    cout << "   Data : " << datacorrection << endl;
# Line 2152 | Line 2517 | void find_correction_factors(string &jzb
2517    cout << "   MC : " << mccorrection << endl;
2518    cout << "     ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
2519    
2155 –  cout << "        result from new one for data: " << 0.937097 << endl;
2156 –  cout << "        result from old one for data: " << 0.937097 << endl;
2157 –  cout << "        result from new one for MC: " << 0.96848 << endl;
2158 –  cout << "        result from old one for MC: " << 0.963502 << endl;
2159 –  
2160 –  
2520    //Step 2: Processing the result and making it into something useful :-)
2521    stringstream jzbvardatas;
2522    jzbvardatas << "(";
# Line 2170 | Line 2529 | void find_correction_factors(string &jzb
2529    
2530    float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
2531    
2532 <  if(averagecorrection>1) jzbvardatas<<"+((id1!=id2)*(jzb[1]-" << averagecorrection-1 << "*pt))";
2533 <  if(averagecorrection<1) jzbvardatas<<"+((id1!=id2)*(jzb[1]-" << 1-averagecorrection << "*pt))";
2532 >  if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)*(jzb[1]-" << datacorrection-1 << "*pt))";
2533 >  if(datacorrection<1) jzbvardatas<<"+((id1!=id2)*(jzb[1]+" << 1-datacorrection << "*pt))";
2534    
2535    jzbvardatas << ")";
2536    jzbvardata=jzbvardatas.str();
# Line 2187 | Line 2546 | void find_correction_factors(string &jzb
2546    
2547    float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
2548    
2549 <  if(averagemccorrection>1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]-" << averagemccorrection-1 << "*pt))";
2550 <  if(averagemccorrection<1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]-" << 1-averagemccorrection << "*pt))";
2549 >  if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]-" << mccorrection-1 << "*pt))";
2550 >  if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]+" << 1-mccorrection << "*pt))";
2551    
2552    jzbvarmcs << ")";
2553    jzbvarmc=jzbvarmcs.str();
# Line 2290 | Line 2649 | void ttbar_sidebands_comparison(string m
2649    //in the case of the on peak analysis, we compare the 3 control regions to the real value
2650    //in the case of the OFF peak analysis, we compare our control region to the real value
2651    TCut weightbackup=cutWeight;
2293 – //  cutWeight="1.0";
2294 –  float simulatedlumi = luminosity; //in pb please - adjust to your likings
2652    
2653 +  bool doPURW=false;
2654 +  
2655 +  
2656 +  if(!doPURW) {
2657 +    dout << "Not doing PU reweighting for ttbar closure test" << endl;
2658 +    cutWeight="1.0";
2659 +    // Do it without PU re-weighting
2660 +    float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2661 +    stringstream resultsNoPU;
2662 +    stringstream noPUdatajzb;
2663 +    stringstream noPUmcjzb;
2664 +    
2665 +    stringstream mcjzbnoPU;
2666 +    find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2667 +    mcjzb = noPUmcjzb.str();
2668 +  }
2669  
2670 <  TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2670 >      
2671 >  float simulatedlumi = luminosity; //in pb please - adjust to your likings
2672 >
2673 >  TH1F *TZem  = systsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2674    TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2675    TH1F *TSem;
2676    TH1F *nTSem;
2677 <  TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2677 >  TH1F *TZeemm  = systsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2678    TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2679    TH1F *TSeemm;
2680    TH1F *nTSeemm;
2681    
2682    if(PlottingSetup::RestrictToMassPeak) {
2683 <    TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2684 <    nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2685 <    TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2683 >    TSem    = systsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2684 >    nTSem   = systsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2685 >    TSeemm  = systsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2686      nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2687    }
2688  
2689    TCanvas *tcan = new TCanvas("tcan","tcan");
2314 –  
2690    tcan->SetLogy(1);
2691    
2692    TZeemm->SetLineColor(kBlack);
# Line 2330 | Line 2705 | void ttbar_sidebands_comparison(string m
2705    }
2706    
2707    vector<TH1F*> histos;
2708 +  TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2709 +  TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2710    histos.push_back(TZem);
2711    histos.push_back(TZeemm);
2712    if(PlottingSetup::RestrictToMassPeak) {
2713 +    TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2714 +    TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2715      histos.push_back(TSem);
2716      histos.push_back(TSeemm);
2717    }
2718 <  draw_all_ttbar_histos(tcan,histos,"histo",0.04);
2718 >  draw_all_ttbar_histos(tcan,histos,"histo",1);
2719    
2720    TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
2721    leg->AddEntry(TZeemm,"SFZP","l");
# Line 2364 | Line 2743 | void ttbar_sidebands_comparison(string m
2743      TSeemm->Divide(TZeemm);
2744      TSem->SetMarkerStyle(24);
2745      TSeemm->SetMarkerStyle(32);
2746 < }
2746 >  }
2747  
2748    tcan->SetLogy(0);
2749    TZem->GetYaxis()->SetRangeUser(0,2.5);
# Line 2375 | Line 2754 | void ttbar_sidebands_comparison(string m
2754      TSeemm->Draw("same");
2755    }
2756    
2757 <  float linepos=0.25;
2758 <  if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
2759 <  if(!PlottingSetup::RestrictToMassPeak) linepos=0.1; //sys uncertainty for iJZB
2757 >  float linepos=emuncertONPEAK;
2758 >  if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
2759 >  
2760    TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
2761    TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2762    TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
# Line 2413 | Line 2792 | void ttbar_sidebands_comparison(string m
2792    DrawMCPrelim(simulatedlumi);
2793    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
2794    
2795 +  if (0) { // Turn this off: we don't need this
2796  
2797 < ///-------------- second part: only look at the quantity we actually care about!
2798 <  TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2799 <  TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2800 <  rightsfzp->Add(leftsfzp,-1);
2801 <  TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2802 <  TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2803 <  rightofzp->Add(leftofzp,-1);
2804 <  TH1F *leftofsb;
2805 <  TH1F *rightofsb;
2806 <  TH1F *leftsfsb;
2807 <  TH1F *rightsfsb;
2808 <  if(PlottingSetup::RestrictToMassPeak) {
2809 <        leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2810 <        rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2811 <        rightofsb->Add(leftofsb,-1);
2812 <        leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2813 <        rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2814 <        rightsfsb->Add(leftsfsb,-1);
2815 <  }
2797 >    ///-------------- second part: only look at the quantity we actually care about!
2798 >    TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2799 >    TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2800 >    rightsfzp->Add(leftsfzp,-1);
2801 >    TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2802 >    TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2803 >    rightofzp->Add(leftofzp,-1);
2804 >    TH1F *leftofsb;
2805 >    TH1F *rightofsb;
2806 >    TH1F *leftsfsb;
2807 >    TH1F *rightsfsb;
2808 >    if(PlottingSetup::RestrictToMassPeak) {
2809 >      leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2810 >      rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2811 >      rightofsb->Add(leftofsb,-1);
2812 >      leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2813 >      rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2814 >      rightsfsb->Add(leftsfsb,-1);
2815 >    }
2816  
2817 <  tcan->SetLogy(1);
2818 <  rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2819 <  rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2820 <  rightsfzp->Draw("histo");
2821 <  rightofzp->Draw("histo,same");
2822 <  if(PlottingSetup::RestrictToMassPeak) {
2823 <    rightofsb->Draw("histo,same");
2824 <    rightsfsb->Draw("histo,same");
2825 <  }
2826 <  DrawMCPrelim(simulatedlumi);
2817 >    tcan->SetLogy(1);
2818 >    rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2819 >    rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2820 >    rightsfzp->Draw("histo");
2821 >    rightofzp->Draw("histo,same");
2822 >    if(PlottingSetup::RestrictToMassPeak) {
2823 >      rightofsb->Draw("histo,same");
2824 >      rightsfsb->Draw("histo,same");
2825 >    }
2826 >    DrawMCPrelim(simulatedlumi);
2827  
2828 <  TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2829 <  legA->AddEntry(rightsfzp,"SFZP","l");
2830 <  legA->AddEntry(rightofzp,"OFZP","l");
2831 <  if(PlottingSetup::RestrictToMassPeak) {
2832 <    legA->AddEntry(rightofsb,"SFSB","l");
2833 <    legA->AddEntry(rightsfsb,"OFSB","l");
2834 <  }
2835 <  legA->Draw();
2828 >    TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2829 >    legA->AddEntry(rightsfzp,"SFZP","l");
2830 >    legA->AddEntry(rightofzp,"OFZP","l");
2831 >    if(PlottingSetup::RestrictToMassPeak) {
2832 >      legA->AddEntry(rightofsb,"SFSB","l");
2833 >      legA->AddEntry(rightsfsb,"OFSB","l");
2834 >    }
2835 >    legA->Draw();
2836  
2837 <  CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2837 >    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2838  
2839 <  tcan->SetLogy(0);
2840 <  rightofzp->Divide(rightsfzp);
2841 <  rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2842 <  rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
2843 <  rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2844 <  rightofzp->Draw();
2845 <  if(PlottingSetup::RestrictToMassPeak) {
2846 <    rightofsb->Divide(rightsfzp);
2847 <    rightsfsb->Divide(rightsfzp);
2848 <    rightofsb->Draw("same");
2849 <    rightsfsb->Draw("same");
2850 <  }
2839 >    tcan->SetLogy(0);
2840 >    rightofzp->Divide(rightsfzp);
2841 >    rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2842 >    rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2843 >    rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2844 >    rightofzp->Draw();
2845 >    if(PlottingSetup::RestrictToMassPeak) {
2846 >      rightofsb->Divide(rightsfzp);
2847 >      rightsfsb->Divide(rightsfzp);
2848 >      rightofsb->Draw("same");
2849 >      rightsfsb->Draw("same");
2850 >    }
2851  
2852 <  TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2853 <  TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2854 <  TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2855 <  
2856 <  top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2857 <  bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2858 <  center2->SetLineColor(kBlue);
2859 <  
2860 <  top2->Draw("same");
2861 <  center2->Draw("same");
2862 <  bottom2->Draw("same");
2852 >    TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2853 >    TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2854 >    TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2855 >  
2856 >    top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2857 >    bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2858 >    center2->SetLineColor(kBlue);
2859 >  
2860 >    top2->Draw("same");
2861 >    center2->Draw("same");
2862 >    bottom2->Draw("same");
2863  
2864 <  rightofzp->SetMarkerStyle(21);
2865 <  if(PlottingSetup::RestrictToMassPeak) {
2866 <    rightofsb->SetMarkerStyle(24);
2867 <    rightsfsb->SetMarkerStyle(32);
2868 <  }
2864 >    rightofzp->SetMarkerStyle(21);
2865 >    if(PlottingSetup::RestrictToMassPeak) {
2866 >      rightofsb->SetMarkerStyle(24);
2867 >      rightsfsb->SetMarkerStyle(32);
2868 >    }
2869  
2870 <  TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2871 <  leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2872 <  if(PlottingSetup::RestrictToMassPeak) {
2873 <        leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2874 <        leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2875 <  }
2876 <  leg3->AddEntry(bottom,"syst. envelope","l");
2877 <  leg3->SetX1(0.25);leg3->SetX2(0.6);
2878 <  leg3->SetY1(0.65);
2870 >    TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2871 >    leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2872 >    if(PlottingSetup::RestrictToMassPeak) {
2873 >      leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2874 >      leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2875 >    }
2876 >    leg3->AddEntry(bottom,"syst. envelope","l");
2877 >    leg3->SetX1(0.25);leg3->SetX2(0.6);
2878 >    leg3->SetY1(0.65);
2879    
2880 <  leg3->Draw("same");
2880 >    leg3->Draw("same");
2881    
2882 <  DrawMCPrelim(simulatedlumi);
2883 <  CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2882 >    DrawMCPrelim(simulatedlumi);
2883 >    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2884 >
2885 >  }
2886  
2887    delete TZem;
2888    delete nTZem;
# Line 2519 | Line 2901 | void ttbar_sidebands_comparison(string m
2901  
2902   void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
2903    vector<float> nicer_binning;
2904 <  nicer_binning.push_back(-125);
2904 >  
2905 > /*  nicer_binning.push_back(-400);
2906 >  nicer_binning.push_back(-250);
2907 >  nicer_binning.push_back(-200);
2908 >  nicer_binning.push_back(-150);
2909 >  nicer_binning.push_back(-100);
2910 >  nicer_binning.push_back(-50);
2911 >  nicer_binning.push_back(-20);
2912 >  
2913 >  nicer_binning.push_back(0);
2914 >  nicer_binning.push_back(20);
2915 >  nicer_binning.push_back(50);
2916 >  nicer_binning.push_back(100);
2917 >  nicer_binning.push_back(150);
2918 >  nicer_binning.push_back(200);
2919 >  nicer_binning.push_back(250);
2920 >  nicer_binning.push_back(400);*/
2921 >  
2922    nicer_binning.push_back(-100);
2524 –  nicer_binning.push_back(-75);
2923    nicer_binning.push_back(-50);
2924    nicer_binning.push_back(-25);
2925    nicer_binning.push_back(0);
# Line 2531 | Line 2929 | void ttbar_sidebands_comparison(string m
2929    nicer_binning.push_back(100);
2930    nicer_binning.push_back(125);
2931    nicer_binning.push_back(150);
2932 <  nicer_binning.push_back(175);
2932 >  //nicer_binning.push_back(175);
2933    nicer_binning.push_back(200);
2934 <  nicer_binning.push_back(230);
2935 <  nicer_binning.push_back(280);
2934 >  nicer_binning.push_back(250);
2935 >  nicer_binning.push_back(300);
2936    nicer_binning.push_back(400);
2937 +  
2938    ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
2939   }
2940  
2941  
2942 < void zjets_prediction_comparison(string mcjzbWithPU) {
2942 > void zjets_prediction_comparison(string mcjzbWithPUa) {
2943    TCanvas *zcan = new TCanvas("zcan","zcan");  
2944 <  zcan->SetLogy(1);
2944 > //  zcan->SetLogy(1);
2945    TCut weightbackup=cutWeight;
2946 +  
2947 +  bool UsePURW=false;
2948 +  
2949 +  
2950 +  string mcjzb;
2951 +  if(UsePURW) {
2952 +    mcjzb=mcjzbWithPUa;
2953 +  } else {
2954 +    // Do it without PU re-weighting
2955 +    float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2956 +    stringstream resultsNoPU;
2957 +    stringstream noPUdatajzb;
2958 +    stringstream noPUmcjzb;
2959 +    
2960 +    find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
2961 +    dout << "The peak corrected JZB expression for MC without pileup is : " <<  noPUmcjzb.str() << endl;
2962 +    
2963 +    mcjzb = noPUmcjzb.str();
2964 +    
2965 +    cutWeight="1.0";
2966 +  }
2967  
2548 – /*
2549 –  // Do it without PU re-weighting
2550 –  float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2551 –  stringstream resultsNoPU;
2552 –
2553 –  stringstream mcjzbnoPU;
2554 –  find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,true);
2555 –  if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
2556 –  else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
2557 –
2558 –  string mcjzb = mcjzbnoPU.str();
2559 –  dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzb << endl;
2560 –
2561 –  cutWeight="1.0";
2562 – */
2563 –  string mcjzb = mcjzbWithPU; // this is with PURW, if you want without it you have to uncomment the part above (and comment out this line)
2968    
2969    vector<float> binning;
2970    binning.push_back(0);
2971 +  binning.push_back(10);
2972    binning.push_back(20);
2973    binning.push_back(40);
2974    binning.push_back(60);
2975 <  binning.push_back(80);
2975 > //   binning.push_back(50);
2976 > //   binning.push_back(60);
2977 > //   binning.push_back(70);
2978 > //   binning.push_back(80);
2979 > //   binning.push_back(90);
2980    binning.push_back(100);
2981 < //  float sbg_min=0.;
2573 < //  float sbg_max=100.;
2574 < //  int sbg_nbins=5;
2981 >
2982    float simulatedlumi = luminosity;//in pb please - adjust to your likings
2983    
2984    TCut kPos((mcjzb+">0").c_str());
2985    TCut kNeg((mcjzb+"<0").c_str());
2986    string var( "abs("+mcjzb+")" );
2987 +  
2988 +  TCut notTau("abs(genMID1)!=15");
2989 +  TCut ONLYTau("mll>20");
2990 +  
2991  
2992 <  TCut kcut(cutmass&&cutOSSF&&cutnJets);
2993 <  TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2994 <  TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2992 >  TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2993 >  TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2994 >  
2995    hJZBpos->SetLineColor(kBlack);
2996    hJZBneg->SetLineColor(kRed);
2997    
# Line 2589 | Line 3000 | void zjets_prediction_comparison(string
3000    hJZBneg->Draw("same,hist");
3001    hJZBpos->Draw("same,e1"); // So it's on top...
3002    
3003 <  TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
3003 >  TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
3004    leg->AddEntry(hJZBpos,"Observed","pe");
3005    leg->AddEntry(hJZBneg,"Predicted","l");
3006    leg->Draw("same");
3007    DrawMCPrelim(simulatedlumi);
3008 <  CompleteSave(zcan,"Systematics/zjets_prediction");
3008 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
3009    
3010    TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
3011    hratio->Divide(hJZBneg);
3012    
3013 +  for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
3014 +    cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
3015 +  }
3016 +  
3017    zcan->SetLogy(0);
3018 <  hratio->GetYaxis()->SetRangeUser(0,2.5);
3018 >  hratio->GetYaxis()->SetRangeUser(0,2.0);
3019    hratio->GetYaxis()->SetTitle("Observed/Predicted");
3020    hratio->Draw("e1");
3021    
# Line 2617 | Line 3032 | void zjets_prediction_comparison(string
3032    center->Draw("same");
3033    bottom->Draw("same");
3034    
3035 <  TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
3035 >  TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3036    leg2->AddEntry(hratio,"obs / pred","pe");
3037    leg2->AddEntry(bottom,"syst. envelope","l");
3038    leg2->Draw("same");
3039    DrawMCPrelim(simulatedlumi);
3040 <  CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
3040 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
3041 >  
3042 >  TCut reducedNJets(cutnJets);
3043 >  
3044 >  TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3045 >  TH1F *LcorrJZBeemm     = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3046 >  TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3047 >  TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3048 >
3049 >  TH1F *RcorrJZBSBem;
3050 >  TH1F *LcorrJZBSBem;
3051 >  TH1F *RcorrJZBSBeemm;
3052 >  TH1F *LcorrJZBSBeemm;
3053 >
3054 >  if(PlottingSetup::RestrictToMassPeak) {
3055 >    RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3056 >    LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3057 >    RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3058 >    LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3059 >  }
3060 >  
3061 >  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3062 >  if(PlottingSetup::RestrictToMassPeak) {
3063 >    Bpred->Add(RcorrJZBem,1.0/3.);
3064 >    Bpred->Add(LcorrJZBem,-1.0/3.);
3065 >    Bpred->Add(RcorrJZBSBem,1.0/3.);
3066 >    Bpred->Add(LcorrJZBSBem,-1.0/3.);
3067 >    Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3068 >    Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3069 >  } else {
3070 >    Bpred->Add(RcorrJZBem,1.0);
3071 >    Bpred->Add(LcorrJZBem,-1.0);
3072 >  }
3073 >  
3074 >  Bpred->SetLineColor(kRed);
3075 >
3076 >  TAUhJZBpos->SetLineColor(kBlack);
3077 >  Bpred->SetLineColor(kRed);
3078 >  
3079 >  TAUhJZBpos->SetMinimum(1.0);
3080 >  TAUhJZBpos->Draw("e1");
3081 >  Bpred->Draw("same,hist");
3082 >  TAUhJZBpos->Draw("same,e1");
3083 >  
3084 >  TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
3085 >  TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
3086 >  TAUleg->AddEntry(Bpred,"Predicted","l");
3087 >  TAUleg->Draw("same");
3088 >  DrawMCPrelim(simulatedlumi);
3089 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
3090 >  
3091 >  TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
3092 >  TAUhratio->Divide(Bpred);
3093 >  
3094 >  for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
3095 >    cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << "   vs    predicted : " << Bpred->GetBinContent(i) << "   (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
3096 >  }
3097 >  
3098 >  zcan->SetLogy(0);
3099 >  TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
3100 >  TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
3101 >  TAUhratio->Draw("e1");
3102 >  
3103 >  top->Draw("same");
3104 >  center->Draw("same");
3105 >  bottom->Draw("same");
3106 >  
3107 >  TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow #tau#tau",0.25,0.75,false);
3108 >  TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
3109 >  TAUleg2->AddEntry(bottom,"syst. envelope","l");
3110 >  TAUleg2->Draw("same");
3111 >  DrawMCPrelim(simulatedlumi);
3112 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
3113 >  
3114 >  delete Bpred;
3115 >  delete TAUhJZBpos;
3116 >  delete LcorrJZBeemm;
3117 >  delete RcorrJZBem;
3118 >  delete LcorrJZBem;
3119 >  
3120 >  if(PlottingSetup::RestrictToMassPeak) {
3121 >    delete RcorrJZBSBem;
3122 >    delete LcorrJZBSBem;
3123 >    delete RcorrJZBSBeemm;
3124 >    delete LcorrJZBSBeemm;
3125 >  }
3126 >  
3127    
3128    delete zcan;
3129    cutWeight=weightbackup;
# Line 3135 | Line 3636 | void do_mlls_plot(string mcjzb) {
3636    }
3637   }
3638  
3639 < void met_vs_jzb_plots() {
3639 > void met_vs_jzb_plots(string datajzb, string mcjzb) {
3640    
3641    TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
3642    canmetjzb->SetRightMargin(0.16);
# Line 3144 | Line 3645 | void met_vs_jzb_plots() {
3645    findme.push_back("DY");
3646    findme.push_back("TTJets");
3647    findme.push_back("LM");
3648 <  
3648 >  /*
3649    for(int ifind=0;ifind<(int)findme.size();ifind++) {
3650      vector<int> selsamples = allsamples.FindSample(findme[ifind]);
3651      TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
3652      for(int isel=0;isel<(int)selsamples.size();isel++) {
3653 <      cout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3654 <      allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF);
3653 >      dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3654 >      allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
3655      }
3656      metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
3657      metvsjzb->SetStats(0);
# Line 3164 | Line 3665 | void met_vs_jzb_plots() {
3665      title->Draw();
3666      CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
3667    }
3668 +  */
3669 +  
3670 +  dout << "About to produce MET plot for DY split up by JZB" << endl;
3671 +  
3672 +  int nbins=14;
3673 +  float low=0;
3674 +  float high=140;
3675 +  
3676 +  stringstream sLEFT;
3677 +  sLEFT << "((" << mcjzb << ")<0)";
3678 +  TCut LEFT(sLEFT.str().c_str());
3679 +  stringstream sRIGHT;
3680 +  sRIGHT << "((" << mcjzb << ")>0)";
3681 +  TCut RIGHT(sRIGHT.str().c_str());
3682 +  
3683 +  TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3684 +  TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3685 +  TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3686 +  TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3687 +  
3688 +  
3689 +  TH1F *Bpred =  (TH1F*)metleft->Clone("Bpred");
3690 +  Bpred->Add(metleftO,-1);
3691 +  Bpred->Add(metrightO);
3692 +  TH1F *obs = (TH1F*)metright->Clone("obs");
3693 +  
3694 +  metleft->Add(metleftO,-1);
3695 +  metright->Add(metrightO,-1);
3696 +  
3697 +  metleft->SetLineColor(kRed);
3698 +  metright->SetLineColor(kBlack);
3699 +  TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
3700 +  metpad->cd();
3701 +  metpad->SetLogy(1);
3702 +  metleft->Draw("histo");
3703 +  metright->Draw("same");
3704 +  TLegend *lg = make_legend();
3705 +  lg->SetX1(0.5);
3706 +  lg->SetY1(0.7);
3707 +  lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
3708 +  lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
3709 +  lg->SetHeader("DY");
3710 +  
3711 +  lg->Draw();
3712 +  save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
3713 +  
3714 +  TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
3715 +  metpad3->cd();
3716 +  metpad3->SetLogy(1);
3717 +  Bpred->SetLineColor(kRed);
3718 +  Bpred->Draw("histo");
3719 +  obs->SetLineColor(kBlack);
3720 +  obs->Draw("same");
3721 +  TLegend *lg2 = make_legend();
3722 +  lg2->SetX1(0.5);
3723 +  lg2->SetY1(0.7);
3724 +  lg2->AddEntry(obs,"observed","P");
3725 +  lg2->AddEntry(Bpred,"predicted","L");
3726 +  lg2->SetHeader("DY");
3727 +
3728 +  lg2->Draw();
3729 +  
3730 +  save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
3731 +  
3732 +  TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
3733 +  metpad2->cd();
3734 +  metpad2->SetLogy(1);
3735 +  
3736 +  TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3737 +  TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3738 +  TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3739 +  TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3740 +  
3741 +  metlefta->Add(metleftOa,-1);
3742 +  metrighta->Add(metrightOa,-1);
3743 +  
3744 +  metlefta->SetLineColor(kRed);
3745 +  metpad2->cd();
3746 +  metlefta->Draw("histo");
3747 +  metrighta->Draw("same");
3748 +  lg->Draw();
3749 +  save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
3750 +  
3751 +  delete Bpred;
3752 +  delete obs;
3753 +  
3754 +  float newhigh=300;
3755 +  int newNBins=30;
3756 +  
3757 +  TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
3758 +  TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
3759 +  TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
3760 +  TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
3761 +  TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
3762 +  
3763 +  TH1F *aBpred = (TH1F*)Ametleft->Clone("aBpred");
3764 +  aBpred->Add(AmetleftO,-1);
3765 +  aBpred->Add(AmetrightO);
3766 +  aBpred->SetLineColor(kRed);
3767 +  
3768 +  TH1F *aobs = (TH1F*)Ametright->Clone("aobs");
3769 +  metpad4->cd();
3770 +  metpad4->SetLogy(1);
3771 +  aobs->Draw();
3772 +  aBpred->Draw("histo,same");
3773 +  aobs->Draw("same");
3774 +  lg->SetHeader("All MC");
3775 +  lg->Draw();
3776 +  save_with_ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
3777 +  
3778 +  
3779 +  delete lg;
3780 +  delete canmetjzb;
3781 +  delete metleft;
3782 +  delete metleftO;
3783 +  delete metright;
3784 +  delete metrightO;
3785   }
3786      
3787  
# Line 3171 | Line 3789 | void test() {
3789    
3790    TCanvas *testcanv = new TCanvas("testcanv","testcanv");
3791    testcanv->cd();
3792 <  switch_overunderflow(true);
3792 > //  switch_overunderflow(true);
3793    TH1F *ptdistr   = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
3794    switch_overunderflow(false);
3795    ptdistr->Draw();

Diff Legend

– Removed lines
+ Added lines
< Changed lines
> Changed lines