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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.15 by buchmann, Wed Apr 18 13:04:08 2012 UTC vs.
Revision 1.83 by buchmann, Mon Feb 11 13:32:18 2013 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, bool SwitchOffNJetsCut, float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &MCSigmaError, float &DataSigma, float& DataSigmaError, stringstream &result, bool doPUreweighting = true, string saveas="")
37   {
38    // Temporarily switch off PU reweighting, if asked
39    TCut weightbackup=cutWeight;
40    if ( !doPUreweighting ) cutWeight="1.0";
41 <
41 >  
42 >  int nbins=100;
43 >  if(PlottingSetup::DoBTag) nbins=25;
44 >  
45 >  TCut nJetsCut(cutnJets);
46 >  if(SwitchOffNJetsCut) nJetsCut=specialcut;
47 >  
48    TCanvas *tempcan = new TCanvas("tempcan","Temporary canvas for peak finding preparations");
49 <  TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,mc, luminosity);
50 <  TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
51 <  TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,mc, luminosity);
52 <  TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
49 >  TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,mc, luminosity);
50 >  TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,data, luminosity);
51 >  TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,mc, luminosity);
52 >  TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,data, luminosity);
53    TH1F *rawttbarjzbeemmMC;
54  
55    if(method==doKM) {
56      //we only need this histo for the KM fitting...
57 <    rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,100, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("TTJet"));
58 <    MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
59 <    DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
57 >    rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&nJetsCut&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
58 >    MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
59 >    DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
60 >    delete rawttbarjzbeemmMC;
61    }
62    else {
63      TH1F *reducedMC = (TH1F*)rawJZBeemmMC->Clone();
# Line 55 | Line 65 | void find_peaks(float &MCPeak,float &MCP
65      reducedMC->Add(rawJZBemMC,-1);
66      reducedData->Add(rawJZBemData,-1);
67      //this is Kostas' way of doing it - we subtract em to get rid of some of the ttbar contribution (in reality, of flavor-symmetric contribution)
68 <    MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
69 <    DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
70 <    
68 >    MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
69 >    DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
70 >    delete reducedMC;
71 >    delete reducedData;
72    }
73  
74    // Revert to original PU reweighting
# Line 65 | Line 76 | void find_peaks(float &MCPeak,float &MCP
76      
77   //  MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
78   //  DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
79 <  dout << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
80 <  result << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
81 <  dout << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
82 <  result << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
79 >  dout   << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
80 >  result << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
81 >  dout   << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
82 >  result << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
83 >  delete rawJZBeemmData;
84 >  delete rawJZBeemmMC;
85 >  delete rawJZBemData;
86 >  delete rawJZBemMC;
87    delete tempcan;
88   }
89  
90 < void make_special_obs_pred_mll_plot(string mcjzb, float jzbthreshold) {
90 > void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb, string sSpecialCut="", bool SwitchOffNJetsCut=false)
91 > {
92 >  bool overunderflowstatus=addoverunderflowbins;
93 >  switch_overunderflow(false);
94 >  
95 >  TCut SpecialCut("mll>=0");
96 >  if(sSpecialCut!="") SpecialCut=TCut(sSpecialCut.c_str());
97 >  
98 >  bool DoInvidualeemmPeaks=false;
99 >  
100 >  float mcpeak, datapeak;
101 >  float mcpeakerr, datapeakerr;
102 >  
103 >  float mceepeak,mcmmpeak;
104 >  float mceepeakerr,mcmmpeakerr;
105 >  
106 >  float datammpeak,dataeepeak;
107 >  float datammpeakerr,dataeepeakerr;
108 >  
109 >  float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
110 >  
111 >  dout << "Finding global peak : " << endl;
112 >  find_one_peak_combination(SpecialCut,SwitchOffNJetsCut,mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
113 >  
114 >  if(DoInvidualeemmPeaks) {
115 >    dout << "Finding peak for electrons : " << endl;
116 >    find_one_peak_combination(SpecialCut&&TCut("id1==0"),SwitchOffNJetsCut,mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
117 >    dout << "Finding peak for muons : " << endl;
118 >    find_one_peak_combination(SpecialCut&&TCut("id1==1"),SwitchOffNJetsCut,mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
119 >    
120 >    datajzb << "(" << jzbvariabledata;
121 >    mcjzb << "(" << jzbvariablemc;
122 >    
123 >    if(dataeepeak>0) datajzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
124 >    else datajzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
125 >    
126 >    if(datammpeak>0) datajzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
127 >    else datajzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
128 >    
129 >    if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
130 >    else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
131 >    
132 >    datajzb << ")";
133 >    
134 >    if(mceepeak>0) mcjzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
135 >    else mcjzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
136 >    
137 >    if(mcmmpeak>0) mcjzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
138 >    else mcjzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
139 >    
140 >    if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
141 >    else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
142 >    
143 >    mcjzb << ")";
144 >    
145 >  } else {
146 >    datajzb << "(" << jzbvariabledata;
147 >      mcjzb << "(" << jzbvariablemc;
148 >    
149 >    if(datapeak>0) datajzb << "- " << TMath::Abs(datapeak) << " ";
150 >    else datajzb << "+ " << TMath::Abs(datapeak) << " ";
151 >    
152 >    datajzb << ")";
153 >    
154 >    if(mcpeak>0) mcjzb << "- " << TMath::Abs(mcpeak) << " ";
155 >    else mcjzb << "+ " << TMath::Abs(mcpeak) << " ";
156 >    
157 >    mcjzb << ")";
158 >  }
159 >  
160 >    MCPeak=mcpeak;
161 >    MCPeakError=mcpeakerr;
162 >    DataPeak=datapeak;
163 >    DataPeakError=datapeakerr;
164 >    switch_overunderflow(overunderflowstatus);
165 > }
166 >
167 > void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
168    float min=70.0;
169    float max=115.0;
170    if(!PlottingSetup::RestrictToMassPeak) {
171 <    min=10;
172 <    max=150;
171 >    min=20;
172 >    max=300;
173    }
174 <  int nbins=int((max-min)/5);
174 >  int nbins=int((max-min)/binWidth);
175    
176    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
177    
178    stringstream largerzeroS;
179 <  largerzeroS << "(" << mcjzb << ">" << jzbthreshold << ")";
180 <  TCut largerzero(largerzeroS.str().c_str());
179 >  largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
180 >  TCut largerzeroD(largerzeroS.str().c_str());
181    
182    stringstream smallerzeroS;
183 <  smallerzeroS << "(" << mcjzb << "<-" << jzbthreshold << ")";
184 <  TCut smallerzero(smallerzeroS.str().c_str());
185 <  
186 <  TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,data,luminosity);
187 <  THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,mc,luminosity);
188 <  TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,data,luminosity);
189 <  TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,data,luminosity);
190 <  TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,data,luminosity);
183 >  smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
184 >  TCut smallerzeroD(smallerzeroS.str().c_str());
185 >
186 >
187 >  stringstream largerzeroMS;
188 >  largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
189 >  TCut largerzeroM(largerzeroMS.str().c_str());
190 >  
191 >  TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,data,luminosity);
192 >  THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
193 >  TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,data,luminosity);
194 >  TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,data,luminosity);
195 >  TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,data,luminosity);
196  
197    TH1F *RcorrJZBSBem;
198    TH1F *LcorrJZBSBem;
199    TH1F *RcorrJZBSBeemm;
200    TH1F *LcorrJZBSBeemm;
201    
202 <  TH1F *RcorrJZBeemmNoS;
202 > //  TH1F *RcorrJZBeemmNoS;
203  
204 <  if(PlottingSetup::RestrictToMassPeak) {
205 <    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,data, luminosity);
206 <    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,data, luminosity);
207 <    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,data, luminosity);
208 <    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,data, luminosity);
209 <  }
210 <  
211 <  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
212 <  if(PlottingSetup::RestrictToMassPeak) {
213 <    Bpred->Add(RcorrJZBem,1.0/3.);
214 <    Bpred->Add(LcorrJZBem,-1.0/3.);
215 <    Bpred->Add(RcorrJZBSBem,1.0/3.);
216 <    Bpred->Add(LcorrJZBSBem,-1.0/3.);
217 <    Bpred->Add(RcorrJZBSBeemm,1.0/3.);
218 <    Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
219 <  } else {
220 <    Bpred->Add(RcorrJZBem,1.0);
221 <    Bpred->Add(LcorrJZBem,-1.0);
222 <  }
223 <  
204 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
205 >    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,data, luminosity);
206 >    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,data, luminosity);
207 >    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,data, luminosity);
208 >    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,data, luminosity);
209 >  }
210 >  
211 >  // Separate predictions
212 >  TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
213 >  TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
214 >  TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
215 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
216 >    OFP->Scale(1.0/3.0);
217 >    OFP->Add(RcorrJZBSBem,1.0/3.);
218 >    OFP->Add(RcorrJZBSBeemm,1.0/3.);
219 >    OFN->Scale(1.0/3.0);
220 >    OFN->Add(LcorrJZBSBem,1.0/3.);
221 >    OFN->Add(LcorrJZBSBeemm,1.0/3.);
222 >  }
223 >
224 >  TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
225 >  Bpred->Add(OFP);
226 >  Bpred->Add(OFN,-1);
227    Bpred->SetLineColor(kRed);
228    
229 +  RcorrJZBeemm->SetTitleOffset(1.3,"y");
230    RcorrJZBeemm->Draw();
231 <  mcRcorrJZBeemm.Draw("same");
231 >  mcRcorrJZBeemm.Draw("histo,same");
232    Bpred->Draw("histo,same");
233    RcorrJZBeemm->Draw("same");
234    
# Line 140 | Line 241 | void make_special_obs_pred_mll_plot(stri
241    stringstream saveas;
242    saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
243    CompleteSave(ckin,saveas.str());
244 <
244 >  
245 >  // Draw all predictions overlayed
246 >  unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
247 >  SFN->SetLineColor(kGreen+2);
248 >  SFN->SetLineStyle(2);
249 >  SFN->SetLineWidth(w);
250 >  OFP->SetLineColor(kBlue+2);
251 >  OFP->SetLineStyle(2);
252 >  OFP->SetLineWidth(w);
253 >  OFN->SetLineColor(kMagenta+2);
254 >  OFN->SetLineStyle(3);
255 >  OFN->SetLineWidth(w);
256 >  
257 >  RcorrJZBeemm->Draw();
258 >  SFN->Draw("histo,same");
259 >  OFP->Draw("histo,same");
260 >  OFN->Draw("histo,same");
261 >  Bpred->Draw("histo,same");
262 >  RcorrJZBeemm->Draw("same");
263 >  
264 >  TLegend *leg2 = make_legend("",0.52,0.7);
265 >  leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
266 >  leg2->AddEntry(Bpred,"predicted (data)","l");
267 >  leg2->AddEntry(SFN,  "  SF JZB<0","l");
268 >  leg2->AddEntry(OFN,  "  OF JZB<0","l");
269 >  leg2->AddEntry(OFP,  "  OF JZB>0","l");
270 >  leg2->Draw("same");
271 >  
272 >  saveas.str("");
273 >  saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold << "_nomc";
274 >  CompleteSave(ckin,saveas.str());
275 >  
276    delete RcorrJZBeemm;
277    delete LcorrJZBeemm;
278    delete RcorrJZBem;
279    delete LcorrJZBem;
280 <  if(PlottingSetup::RestrictToMassPeak) {
280 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
281      delete RcorrJZBSBeemm;
282      delete LcorrJZBSBeemm;
283      delete RcorrJZBSBem;
# Line 173 | Line 305 | void make_special_mll_plot(int nbins, fl
305    datahistoOSSF->SetMarkerSize(DataMarkerSize);
306    datahistoOSSF->Draw();
307  
308 <  mcstackOSSF.Draw("same");
308 >  mcstackOSSF.Draw("histo,same");
309    datahistoOSSF->Draw("same");
310  
311    datahistoOSOF->SetMarkerColor(TColor::GetColor("#FE642E"));
# Line 189 | Line 321 | void make_special_mll_plot(int nbins, fl
321    TIter next(bgleg->GetListOfPrimitives());
322    TObject* obj;
323    // Copy the nice bkgd legend skipping the "data"
324 <  while ( obj = next() )
324 >  while ( (obj = next()) )
325      if ( strcmp(((TLegendEntry*)obj)->GetObject()->GetName(),"datahistoOSSF") )
326        kinleg->GetListOfPrimitives()->Add(obj);
327  
# Line 208 | Line 340 | void draw_ratio_plot(TH1* hdata, THStack
340    TIter next(hmc.GetHists());
341    TObject* obj;
342    TH1* hratio = NULL;
343 <  while ( obj = next() ) {
343 >  while ( (obj = next()) ) {
344      if ( !hratio ) {
345        hratio = (TH1*)obj->Clone();
346        hratio->SetName("hratio");
# Line 239 | Line 371 | void draw_ratio_plot(TH1* hdata, THStack
371    oneline->Draw("same");
372   }
373  
374 + float make_one_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
375 +                        string xlabel, string filename, float legendPosition=0.55) {
376 +
377 +  TCut ibasiccut=basiccut;
378 +  bool draw_separation_lines=false;
379 +
380 +  if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
381 +
382 +  TCut cutSF;
383 +  TCut cutOF;
384 +
385 +  cutOF = cutOSOF&&cutnJets&&ibasiccut;
386 +  cutSF = cutOSSF&&cutnJets&&ibasiccut;
387 +  
388 +  TCanvas *ofsf_can = new TCanvas("ofsf_can","ofsf_can");
389 +
390 +  TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
391 +  rcan->SetLogy(logscale);
392 +  rcan->cd();
393 +
394 +  std::cout << "OF/SF comparison: variable = " << variable << ", cut = " << cutSF.GetTitle() << std::endl;
395 +  TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
396 +  TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
397 + //   string signal("LM3");
398 + //   TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
399 + //   int idx = signalsamples.FindSample(signal)[0];
400 + //   (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
401 + //   signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
402 + //   signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
403 + //   signalhisto->SetLineStyle(2);
404 +  datahistoSF->SetMarkerSize(DataMarkerSize);
405 +  datahistoOF->SetLineColor(kRed);
406 +
407 +  if ( !logscale ) {
408 +    datahistoSF->SetMinimum(0); // Defaults
409 +  } else {
410 +    datahistoSF->SetMinimum(0.5);
411 +  }
412 +  if (ymax<0) {
413 +    if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
414 +    else datahistoSF->SetMaximum(0.8*datahistoSF->GetMaximum());
415 +  } else {
416 +    datahistoSF->SetMaximum(ymax);
417 +  }
418 +
419 +  float ymaxSet = datahistoSF->GetMaximum();
420 +
421 +  datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
422 +  datahistoSF->GetYaxis()->SetTitle("Events");
423 +  datahistoSF->GetXaxis()->CenterTitle();
424 +  datahistoSF->GetYaxis()->CenterTitle();
425 +
426 +  TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.7,false,legendPosition+0.2);
427 +  mleg->AddEntry(datahistoSF, "Same-flavor", "PL");
428 +  if (datahistoOF->Integral()>0) {
429 +    mleg->AddEntry(datahistoOF, "Opposite-flavor", "L");
430 +  } else {
431 +    mleg->AddEntry((TObject*)0, "", "");
432 +  }
433 +  //mleg->AddEntry(signalhisto, "LM3", "L");
434 +
435 +  datahistoSF->Draw("E1");
436 +  if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
437 +  //signalhisto->Draw("HIST,SAMES");
438 +  mleg->Draw();
439 +  DrawPrelim();
440 +  if (datahistoOF->Integral()>0) {
441 +    Save_With_Ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
442 +  } else {
443 +    CompleteSave(rcan, "SFOF/" + filename);
444 +  }
445 +
446 +  datahistoSF->Delete();
447 +  datahistoOF->Delete();
448 +  //signalhisto->Delete();
449 +  delete mleg;
450 +  delete rcan;
451 +  delete ofsf_can;
452 +
453 +  return ymaxSet;
454 +
455 + }
456 +
457 + // Compare data to data
458 + float make_data_comparison_plot(string variable, TCut cut, int nbins, float min, float max, float ymax, bool logscale,
459 +                                string xlabel, string filename, float legendPosition=0.55) {
460 +
461 +  TCut ibasiccut=basiccut&&cut;
462 +
463 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
464 +  TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
465 +  rcan->SetLogy(logscale);
466 +  rcan->cd();
467 +
468 +  std::cout << "Data comparison: variable = " << variable << ", cut = " << ibasiccut.GetTitle() << std::endl;
469 +
470 +  TH1F *data1 = allsamples.Draw("data1",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
471 +  TH1F *data2 = comparesamples.Draw("data2",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
472 +  data1->Scale(5.0/9.2);
473 +
474 +  data1->SetMarkerSize(DataMarkerSize);
475 +  data2->SetLineColor(kRed);
476 +
477 +  if ( !logscale ) {
478 +    data1->SetMinimum(0); // Defaults
479 +  } else {
480 +    data1->SetMinimum(0.5);
481 +  }
482 +  if (ymax<0) {
483 +    if ( logscale ) data1->SetMaximum(5.3*data1->GetMaximum());
484 +    else data1->SetMaximum(1.5*data1->GetMaximum());
485 +  } else {
486 +    data1->SetMaximum(ymax);
487 +  }
488 +
489 +  float ymaxSet = data1->GetMaximum();
490 +
491 +  data1->GetXaxis()->SetTitle(xlabel.c_str());
492 +  data1->GetYaxis()->SetTitle("Events");
493 +  data1->GetXaxis()->CenterTitle();
494 +  data1->GetYaxis()->CenterTitle();
495 +
496 +  TLegend *mleg = make_legend("",legendPosition,0.7,false,legendPosition+0.2);
497 +  mleg->AddEntry(data1, "2012 data (scaled)", "PL");
498 +  mleg->AddEntry(data2, "2011 data", "L");
499 +
500 +  data1->Draw("E1");
501 +  data2->Draw("HIST,SAMES");
502 +  mleg->Draw();
503 +  DrawPrelim();
504 +  Save_With_Ratio( data1, data2, rcan, "compareData/" + filename, false, false, "new/old" );
505 +
506 +  data1->Delete();
507 +  data2->Delete();
508 +  delete mleg;
509 +  delete rcan;
510 +  delete ckin;
511 +
512 + }
513 +
514 + void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale,
515 +                     string xlabel, string filename, float legendPosition=0.55) {
516 +
517 +  string mllcuts[] = { "mll>20","mll>15&&mll<70", "mll>75&&mll<105", "mll>120" };
518 +  string mllcutname[] = { "m_{ll} > 20 GeV", "20 < m_{ll} < 70 GeV", "70 < m_{ll} < 110 GeV", "m_{ll} > 120 GeV" };
519 +  string plotname[] = {"_all","_low","_peak","_high"};
520 +  float ymax;
521 +
522 +  int start = 0;
523 +  if ( !PlottingSetup::openBox ) start = 3;
524 +
525 +  for ( int i=start; i<4; ++i ) {
526 +    if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
527 +    if ( i==start ) {
528 +      ymax = make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, -1, logscale, xlabel,
529 +                         filename+plotname[i], legendPosition );
530 +    } else {
531 +      make_one_OFSF_plot(variable, mllcuts[i],        mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
532 +                         filename+plotname[i], legendPosition );
533 +    }
534 +    make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
535 +                       filename+plotname[i]+"_mm", legendPosition );
536 +    make_one_OFSF_plot(variable, "id1==0&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
537 +                       filename+plotname[i]+"_ee", legendPosition );
538 +  }
539 +
540 + }
541 +
542 + TCut ReplaceInCut(TCut cut, string replacethis, string withthis) {
543 +  string scut=(string)(const char*)cut;
544 +  string acut=ReplaceAll(scut,replacethis,withthis);
545 +  return TCut(acut.c_str());
546 + }
547 +
548 + void DoMCSystPlot(string datavariable, string mcvariable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
549 +  TCut cut=addcut&&basiccut;
550 +
551 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
552 +  ckin->SetLogy(dolog);
553 +  cout << "\r Creating " << filename << " : data   (1/6)" << std::flush;
554 +  TH1F *datahisto = allsamples.Draw("datahisto",datavariable,nbins,min,max, xlabel, "events",cut,data,luminosity);
555 +  datahisto->SetMarkerSize(DataMarkerSize);
556 +  if ( !dolog ) datahisto->SetMinimum(0); // Defaults
557 +  else datahisto->SetMinimum(0.5);
558 +  if (dolog) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
559 +  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
560 +  cout << "\r Creating " << filename << " : MC central   (2/6)" << std::flush;
561 +  THStack mcstack   = allsamples.DrawStack("mcstack",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
562 +  TH1F *MCcentral = CollapseStack(mcstack);
563 +
564 +  TCut bkpcut = cut;
565 +  cut = ReplaceInCut(cut,"pfJetGoodNum40","pfJetGoodNum40p1sigma");
566 +  cout << "\r Creating " << filename << " : MC JES up   (3/6)" << std::flush;
567 +  TH1F *MCJESup   = allsamples.Draw("MCJESup",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
568 +
569 +  cut = ReplaceInCut(cut,"pfJetGoodNum40p1sigma","pfJetGoodNum40n1sigma");
570 +  cout << "\r Creating " << filename << " : MC JES down   (4/6)" << std::flush;
571 +  TH1F *MCJESdn   = allsamples.Draw("MCJESdn",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
572 +  
573 +  cut=bkpcut;
574 +  TCut bkpweight = cutWeight;
575 +  cutWeight= ReplaceInCut(cutWeight,"weight","PUweightUP");
576 +  cout << "\r Creating " << filename << " : MC PU up   (5/6)" << std::flush;
577 +  TH1F *MCPUup    = allsamples.Draw("MCPUup",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
578 +  
579 +  cutWeight= ReplaceInCut(cutWeight,"PUweightUP","PUweightDOWN");
580 +  cout << "\r Creating " << filename << " : MC PU down   (6/6)" << std::flush;
581 +  TH1F *MCPUdn    = allsamples.Draw("MCPUdn",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
582 +  cutWeight=bkpweight;
583 +  cout << "\r Creating " << filename << " : Processing systematics ..." << std::flush;
584 +  TH1F *Systematic = (TH1F*)MCPUdn->Clone("Systematic");
585 +  for(int i=1;i<=Systematic->GetNbinsX();i++) {
586 +    float jesdn = abs(MCcentral->GetBinContent(i)-MCJESdn->GetBinContent(i));
587 +    float jesup = abs(MCcentral->GetBinContent(i)-MCJESup->GetBinContent(i));
588 +    float jes   = jesdn>jesup?jesdn:jesup;
589 +    
590 +    float PUup = abs(MCcentral->GetBinContent(i)-MCPUup->GetBinContent(i));
591 +    float PUdn = abs(MCcentral->GetBinContent(i)-MCPUdn->GetBinContent(i));
592 +    float pu   = PUdn>PUup?PUdn:PUup;
593 +    
594 +    float sys=sqrt(jes*jes+pu*pu);
595 +    sys/=MCcentral->GetBinContent(i);
596 +    if(MCcentral->GetBinContent(i)==0) sys=0;
597 +    Systematic->SetBinContent(i,sys);
598 +  }
599 +  
600 +  datahisto->Draw("e1");
601 +  ckin->Update();
602 +  mcstack.Draw("histo,same");
603 +  
604 +  datahisto->Draw("same,e1");
605 +  TLegend *kinleg = allsamples.allbglegend();
606 +  kinleg->Draw();
607 +
608 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
609 +  kinpad->SetLogy(dolog);
610 +  kinpad->cd();
611 +  datahisto->Draw("e1");
612 +  mcstack.Draw("histo,same");
613 +  datahisto->Draw("same,e1");
614 +  datahisto->Draw("same,axis");
615 +  
616 +  kinleg->Draw("same");
617 +  DrawPrelim();
618 +  string saveas="kin/"+filename;
619 +  
620 +  cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
621 +  save_with_ratio_and_sys_band( datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc",Systematic );
622 +  
623 +  ckin->cd();
624 +  MCcentral->SetFillColor(kWhite);
625 +  MCcentral->SetLineColor(kBlack);
626 +  MCcentral->SetLineWidth(2);
627 +  MCPUdn->SetLineColor(kRed);
628 +  MCPUup->SetLineColor(kYellow);
629 +  MCJESdn->SetLineColor(kBlue);
630 +  MCJESup->SetLineColor(kGreen);
631 +  
632 +  TLegend *legsmall = new TLegend(0.0,0.85,1.0,1.00);
633 +  legsmall->SetNColumns(5);
634 +  legsmall->AddEntry(MCcentral,"central","L");
635 +  legsmall->AddEntry(MCPUdn,"PU down","L");
636 +  legsmall->AddEntry(MCPUup,"PU up","L");
637 +  legsmall->AddEntry(MCJESdn,"JES down","L");
638 +  legsmall->AddEntry(MCJESup,"JES up","L");
639 +  legsmall->SetFillColor(kWhite);
640 +  legsmall->SetBorderSize(0);
641 +  
642 +  datahisto->Draw("e1");
643 +  MCcentral->Draw("histo,same");
644 +  MCPUdn->Draw("histo,same");
645 +  MCPUup->Draw("histo,same");
646 +  MCJESdn->Draw("histo,same");
647 +  MCJESup->Draw("histo,same");
648 +  datahisto->Draw("e1,same");
649 +  legsmall->Draw();
650 +  CompleteSave(ckin,saveas+"___AllLines");
651 +  
652 +  delete datahisto;
653 +  delete MCcentral;
654 +  delete MCPUdn;
655 +  delete MCPUup;
656 +  delete MCJESdn;
657 +  delete MCJESup;
658 +  delete ckin;
659 + }
660 +
661 + void DoMCSystPlot(string variable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
662 +  DoMCSystPlot(variable, variable, nbins, min, max, addcut, dolog, xlabel, filename);
663 + }
664 +  
665   float lastrange_min=0;
666   float lastrange_max=0;
667  
# Line 247 | Line 670 | void make_kin_plot(string variable, stri
670   //  TCut basiccut("(pfJetGoodNum>=2&&pfJetGoodID[0])&&(pfJetGoodNum>=2&&pfJetGoodID[1])&&(passed_triggers||!is_data)");
671    TCut ibasiccut=basiccut;
672    bool draw_separation_lines=false;
673 +  bool drawsignal = false;
674    
675    if(isPF) ibasiccut=basiccut&&"pfjzb[0]>-998";
676  
# Line 268 | Line 692 | void make_kin_plot(string variable, stri
692    //Step 2: Refine the cut
693    TCut cut;
694    cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
695 <  if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
695 >  if(filename=="nJets" || filename=="nJets_inclusive" || filename=="nJets_met100" || filename=="nJets_inclusive_met100") cut=cutmass&&cutOSSF&&ibasiccut;
696 >  if(filename=="nJets_osof" || filename=="nJets_osof_inclusive" || filename=="nJets_osof_met100" || filename=="nJets_osof_inclusive_met100") cut=cutmass&&cutOSOF&&ibasiccut;
697    if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
698 <  if(filename=="mll") {
698 >  if(filename=="mll"||filename=="mll_met100") {
699          cut=cutOSSF&&cutnJets&&ibasiccut;
700          draw_separation_lines=true;
701    }
702 <  if(filename=="mll_ee") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
703 <  if(filename=="mll_osof") {
702 >  if(filename=="mll_ee"||filename=="mll_ee_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
703 >  if(filename=="mll_mm"||filename=="mll_mm_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
704 >  if(filename=="mll_osof"||filename=="mll_osof_met100") {
705          cut=cutOSOF&&cutnJets&&ibasiccut;
706          draw_separation_lines=true;
707    }
708 <  if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
709 <  if(Contains(filename,"mll_aboveJZB100")) cut=cutOSSF&&cutnJets&&ibasiccut;
708 >  if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
709 >  if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
710 >  if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
711    if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
712    if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutOSSF;
713    if(filename=="mll_inclusive_osof") cut=cutOSOF;
# Line 288 | Line 715 | void make_kin_plot(string variable, stri
715    if(filename=="mll_inclusive_mm") cut=cutOSSF&&"id1==1";
716    if(filename=="pfJetGoodEta_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
717    if(filename=="pfJetGoodPt_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
718 +  if(filename=="numVtx") cut=cutmass&&ibasiccut;
719  
720    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
721    ckin->SetLogy(logscale);
722    TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
723    datahisto->SetMarkerSize(DataMarkerSize);
724 <  THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
724 >  if ( !logscale ) datahisto->SetMinimum(0); // Defaults
725 >  else datahisto->SetMinimum(0.5);
726 >  // Custom max.
727 >  if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
728    if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
729    if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
730 <  if(filename=="mll_inclusive") datahisto->SetMinimum(1);
730 >  if(filename=="mll_inclusive"||filename=="mll_inclusive_mm"||filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
731    if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
732    if(filename=="mll_osof") datahisto->SetMinimum(9);
733 +  if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
734 +  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
735  
736 <  datahisto->SetMaximum(5.3*datahisto->GetMaximum());
304 <  datahisto->Draw("e1");
305 <  ckin->Update();
736 >  cout << "******** Cut used : " << (const char*) cut << " for plot " << filename << endl;
737    if(loadlastminmax) {
738          datahisto->SetMinimum(lastrange_min);
739          datahisto->SetMaximum(lastrange_max);
# Line 312 | Line 743 | void make_kin_plot(string variable, stri
743          }              
744    }
745  
746 <  mcstack.Draw("same");
746 >  // Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
747 >  string signal("LM3");
748 >  TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
749 >  int idx = signalsamples.FindSample(signal)[0];
750 >  if(drawsignal) (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
751 >  if(drawsignal) signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
752 >  if(drawsignal) signalhisto->SetLineColor(kOrange);
753 >
754 >  THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
755 >  datahisto->Draw("e1");
756 >  ckin->Update();
757 >  mcstack.Draw("histo,same");
758 >  
759    datahisto->Draw("same,e1");
760    TLegend *kinleg = allsamples.allbglegend();
761    kinleg->Draw();
# Line 354 | Line 797 | void make_kin_plot(string variable, stri
797          kinpad->cd();
798          kinpad->SetLogy(logscale);
799          datahisto->Draw("e1");
800 <        mcstack.Draw("same");
800 >        mcstack.Draw("histo,same");
801 >        if(drawsignal) signalhisto->Draw("same");
802          datahisto->Draw("same,e1");
803          datahisto->Draw("same,axis");
804          if(RestrictToMassPeak&&draw_separation_lines) {
# Line 362 | Line 806 | void make_kin_plot(string variable, stri
806            upperboundary->Draw("same");
807          }
808            
809 +        if(drawsignal) kinleg->AddEntry("signalhisto",signal.c_str(),"l");
810          kinleg->Draw();
811          write_cut->Draw();
812          DrawPrelim();
813          string saveas="kin/"+filename;
814          if(isPF) saveas="kin/"+filename+"__PF";
815 <        save_with_ratio(datahisto,mcstack,kinpad->cd(),saveas);
815 >        Save_With_Ratio(datahisto,mcstack,kinpad->cd(),saveas);
816   //      if(isPF) CompleteSave(with_ratio,"kin/"+filename+"__PF_withratio");
817   //      else CompleteSave(with_ratio,"kin/"+filename+"_withratio");
818   //      delete with_ratio;
# Line 376 | Line 821 | void make_kin_plot(string variable, stri
821          else CompleteSave(ckin,"kin/"+filename);
822    }
823    datahisto->Delete();
824 +  delete signalhisto;
825    delete ckin;
826   }
827  
828 < void make_JES_plot() {
828 >
829 > void make_plain_kin_plot(string variable, string addcut, int nbins, float min, float max, bool logscale,
830 >                   string xlabel, string filename, bool isPF=true, bool plotratio=true, bool loadlastminmax=false ) {
831 >  TCut cut=TCut(addcut.c_str())&&basiccut;
832 >
833 >  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
834 >  ckin->SetLogy(logscale);
835 >  TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
836 >  datahisto->SetMarkerSize(DataMarkerSize);
837 >  if ( !logscale ) datahisto->SetMinimum(0); // Defaults
838 >  else datahisto->SetMinimum(0.5);
839 >  // Custom max.
840 >  if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
841 >  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
842 >
843 >  cout << "******** Cut used : " << (const char*) cut << " for plot " << filename << endl;
844 >  if(loadlastminmax) {
845 >        datahisto->SetMinimum(lastrange_min);
846 >        datahisto->SetMaximum(lastrange_max);
847 >        if(logscale) {
848 >                datahisto->SetMinimum(pow(10,lastrange_min));
849 >                datahisto->SetMaximum(pow(10,lastrange_max));
850 >        }              
851 >  }
852 >
853 >  THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
854 >  datahisto->Draw("e1");
855 >  ckin->Update();
856 >  mcstack.Draw("histo,same");
857 >  
858 >  datahisto->Draw("same,e1");
859 >  TLegend *kinleg = allsamples.allbglegend();
860 >  kinleg->Draw();
861 >
862 >  lastrange_min=ckin->GetUymin();
863 >  lastrange_max=ckin->GetUymax();
864 >
865 >  if ( plotratio ) {
866 >        TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
867 >        kinpad->cd();
868 >        kinpad->SetLogy(logscale);
869 >        datahisto->Draw("e1");
870 >        mcstack.Draw("histo,same");
871 >        datahisto->Draw("same,e1");
872 >        datahisto->Draw("same,axis");
873 >          
874 >        kinleg->Draw();
875 >        DrawPrelim();
876 >        string saveas="kin/"+filename;
877 >        if(isPF) saveas="kin/"+filename+"__PF";
878 >        Save_With_Ratio(datahisto,mcstack,kinpad->cd(),saveas);
879 >  } else {
880 >        if(isPF) CompleteSave(ckin,"kin/"+filename+"__PF");
881 >        else CompleteSave(ckin,"kin/"+filename);
882 >  }
883 >  datahisto->Delete();
884 >  delete ckin;
885 > }
886 >
887 >
888 > void make_JES_plot(TCut cut, string name) {
889  
890    int nbins=10;
891    float min=-0.5;
892    float max = 9.5;
893    bool logscale=true;
894    string xlabel="nJets";
389 –  TCut cut=cutmass&&cutOSSF&&basiccut;
895  
896    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
897    ckin->SetLogy(logscale);
898 <  TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
898 >  TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
899    datahisto->SetMarkerSize(DataMarkerSize);
900 <  THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
901 <  TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
902 <  TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
900 >  THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
901 >  TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
902 >  TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
903  
904    datahisto->SetMinimum(1);
905    datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
# Line 413 | Line 918 | void make_JES_plot() {
918    JESunc->SetFillColor(TColor::GetColor("#00ADE1"));
919    JESunc->SetFillStyle(3002);
920    datahisto->Draw("e1");
921 <  mcstack.Draw("same");
921 >  mcstack.Draw("histo,same");
922    JESunc->Draw("2");
923    datahisto->Draw("same,e1");
924    TLegend *kinleg = allsamples.allbglegend();
925    kinleg->AddEntry(JESunc,"JES uncertainty","f");
926    kinleg->Draw();
927 <  CompleteSave(ckin,"Systematics/JES");
927 >  CompleteSave(ckin,"Systematics/JES"+name);
928    datahisto->Delete();
929    delete ckin;
930  
931   }
932  
933 + string Cut2Str(TCut cut) {
934 +  return ((string)(const char*)cut);
935 + }
936 +
937 + void MakeElegantTwoThreeComparisons() {
938 +    
939 +    TCut signal("met[4]>100&&met[4]<150&&mll>20"&&PlottingSetup::basicqualitycut);
940 +    TCut TwoJets("pfJetGoodNum40==2");
941 +    TCut ThreeJets("pfJetGoodNum40>=3");
942 +    
943 +    float min=20;
944 +    float max=300;
945 +    int nbins=int((max-min)/5.0);
946 +    string xlabel="m_{ll} [GeV]";
947 +    
948 +    TCanvas *can2 = new TCanvas("can2","can2");
949 +    TH1F *TwoOF = allsamples.Draw("TwoOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("TTJets_"));
950 +    TH1F *TwoSF = allsamples.Draw("TwoSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("TTJets_"));
951 +    TH1F *ThreeOF = allsamples.Draw("ThreeOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("TTJets_"));
952 +    TH1F *ThreeSF = allsamples.Draw("ThreeSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("TTJets_"));
953 +    
954 +    can2->cd(1);
955 +    
956 +    TwoSF->SetFillColor(kWhite);
957 +    TwoOF->SetFillColor(kWhite);
958 +    ThreeSF->SetFillColor(kWhite);
959 +    ThreeOF->SetFillColor(kWhite);
960 +    
961 +    TPad *kin3 = new TPad("kin3","kin3",0,0,1,1);
962 +    kin3->cd();
963 +    TwoOF->Draw("histo");
964 +    TwoSF->Draw("e1,same");
965 +    TLegend *leg_SFOF_Two = make_legend();
966 +    leg_SFOF_Two->SetHeader("t#bar{t} MC:");
967 +    leg_SFOF_Two->AddEntry(TwoOF,"OF, nJets==2","l");
968 +    leg_SFOF_Two->AddEntry(TwoSF,"SF, nJets==2","lp");
969 +    leg_SFOF_Two->Draw();
970 +    Save_With_Ratio(TwoSF,TwoOF,kin3->cd(),"DoubleRatios/SFOF_Two");
971 +    
972 +    TPad *kin4 = new TPad("kin4","kin4",0,0,1,1);
973 +    kin4->cd();
974 +    ThreeOF->Draw("histo");
975 +    ThreeSF->Draw("e1,same");
976 +    TLegend *leg_SFOF_Three = make_legend();
977 +    leg_SFOF_Three->SetHeader("t#bar{t} MC:");
978 +    leg_SFOF_Three->AddEntry(TwoOF,"OF, nJet#geq3","l");
979 +    leg_SFOF_Three->AddEntry(TwoSF,"SF, nJets#geq3","lp");
980 +    leg_SFOF_Three->Draw();
981 +    Save_With_Ratio(ThreeSF,ThreeOF,kin4->cd(),"DoubleRatios/SFOF_Three");
982 +    
983 +    
984 +    TwoSF->Scale(ThreeSF->Integral()/TwoSF->Integral());
985 +    TPad *kin = new TPad("kin","kin",0,0,1,1);
986 +    kin->cd();
987 +    TwoSF->Draw("histo");
988 +    ThreeSF->Draw("e1,same");
989 +    TLegend *leg_SF_Two_Three = make_legend();
990 +    leg_SF_Two_Three->SetHeader("t#bar{t} MC:");
991 +    leg_SF_Two_Three->AddEntry(TwoSF,"#splitline{SF, nJets==2}{ (scaled)}","l");
992 +    leg_SF_Two_Three->AddEntry(ThreeSF,"SF, nJets#geq3","lp");
993 +    leg_SF_Two_Three->Draw();
994 +    Save_With_Ratio(TwoSF,ThreeSF,kin->cd(),"DoubleRatios/SF_Two_Three");
995 +    
996 +    TwoOF->Scale(ThreeOF->Integral()/TwoOF->Integral());
997 +    TPad *kin2 = new TPad("kin2","kin2",0,0,1,1);
998 +    kin2->cd();
999 +    TwoOF->Draw("histo");
1000 +    ThreeOF->Draw("e1,same");
1001 +    TLegend *leg_OF_Two_Three = make_legend();
1002 +    leg_OF_Two_Three->SetHeader("t#bar{t} MC:");
1003 +    leg_OF_Two_Three->AddEntry(TwoSF,"#splitline{OF, nJets==2}{ (scaled)}","l");
1004 +    leg_OF_Two_Three->AddEntry(ThreeSF,"OF, nJets#geq3","lp");
1005 +    leg_OF_Two_Three->Draw();
1006 +    Save_With_Ratio(TwoOF,ThreeOF,kin2->cd(),"DoubleRatios/OF_Two_Three");
1007 +    
1008 + }
1009 +
1010 + void PresentRange(TH1F *Down, TH1F *Up, TH1F *central, TVirtualPad *pad, string title) {
1011 +  pad->cd();
1012 +  TGraphErrors *gr = new TGraphErrors(Down->GetNbinsX());
1013 +  for(int i=1;i<=Down->GetNbinsX();i++) {
1014 +    float average=0.5*(Down->GetBinContent(i)+Up->GetBinContent(i));
1015 +    float error=abs(Down->GetBinContent(i)-average);
1016 +    gr->SetPoint(i-1,Down->GetBinCenter(i),average);
1017 +    gr->SetPointError(i-1,Down->GetBinWidth(i)/2.0,error);
1018 +  }
1019 +  gr->SetFillColor(TColor::GetColor("#F79F81"));
1020 +  gr->GetYaxis()->SetRangeUser(0,2);
1021 +  gr->GetXaxis()->SetTitle(central->GetXaxis()->GetTitle());
1022 +  gr->GetYaxis()->SetTitle(central->GetYaxis()->GetTitle());
1023 +  gr->GetXaxis()->CenterTitle();
1024 +  gr->GetYaxis()->CenterTitle();
1025 +  
1026 +  gr->Draw("A2");
1027 +  central->Draw("e1,same");
1028 +  DrawMCPrelim();
1029 +  TText *rtitle = write_text(0.8,0.8,title);
1030 +  TLine *line = new TLine(Down->GetBinLowEdge(1),1.0,Down->GetBinLowEdge(Down->GetNbinsX())+Down->GetBinWidth(Down->GetNbinsX()),1.0);
1031 +  line->SetLineColor(kBlue);
1032 +  line->SetLineStyle(2);
1033 +  line->Draw("same");
1034 +  rtitle->Draw("same");
1035 + }
1036 +
1037 + TH1F* ProduceTTbarRatio(TH1F *datahisto, TH1F *fullmc, TH1F *originalttbar, TH1F *httbar) {
1038 +  TH1F *basehisto = (TH1F*)fullmc->Clone("basehisto");
1039 +  basehisto->Add(originalttbar,-1);
1040 +  basehisto->Add(httbar);
1041 +  
1042 +  string sname=httbar->GetName();
1043 +  sname="R"+sname.substr(1,sname.length());
1044 +  TH1F *ratio = (TH1F*)datahisto->Clone(sname.c_str());
1045 +  ratio->Divide(basehisto);
1046 +  delete basehisto;
1047 +  return ratio;
1048 + }
1049 +  
1050 + void make_ttbar_comparison(string datavariable, string mcvariable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
1051 +  
1052 +  TCut cut=addcut&&basiccut;
1053 +  
1054 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1055 +  ckin->SetLogy(dolog);
1056 +  cout << "\r Creating " << filename << " : data   (1/11)" << std::flush;
1057 +  TH1F *datahisto = allsamples.Draw("datahisto",datavariable,nbins,min,max, xlabel, "events",cut,data,luminosity);
1058 +  datahisto->SetMarkerSize(DataMarkerSize);
1059 +  if ( !dolog ) datahisto->SetMinimum(0); // Defaults
1060 +  else datahisto->SetMinimum(0.5);
1061 +  if (dolog) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
1062 +  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
1063 +  cout << "\r Creating " << filename << " : MC central  (stack) (2/11)" << std::flush;
1064 +  THStack mcstack   = allsamples.DrawStack("mcstack",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1065 +  TH1F *MCcentral = CollapseStack(mcstack);
1066 +
1067 +  cout << "\r Creating " << filename << " : MC central (histo)   (3/11)" << std::flush;
1068 +  TH1F *TCentral        = allsamples.Draw ("TCentral",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,allsamples.FindSample("TTJets_"));
1069 +  TH1F *RCentral        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TCentral);
1070 +  
1071 +  cout << "\r Creating " << filename << " : MC Matching up   (4/11)" << std::flush;
1072 +  TH1F *TMatchingUp     = systsamples.Draw("TMatchingUp",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingup"));
1073 +  TH1F *RMatchingUp     = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingUp);
1074 +  
1075 +  cout << "\r Creating " << filename << " : MC Matching down   (5/11)" << std::flush;
1076 +  TH1F *TMatchingDown   = systsamples.Draw("TMatchingDown",mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingdown"));
1077 +  TH1F *RMatchingDown   = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingDown);
1078 +  
1079 +  cout << "\r Creating " << filename << " : MC Scale up   (6/11)" << std::flush;
1080 +  TH1F *TScaleUp        = systsamples.Draw("TScaleUp",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaleup"));
1081 +  TH1F *RScaleUp        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleUp);
1082 +  
1083 +  cout << "\r Creating " << filename << " : MC Scale down   (7/11)" << std::flush;
1084 +  TH1F *TScaleDown      = systsamples.Draw("TScaleDown",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaledown"));
1085 +  TH1F *RScaleDown      = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleDown);
1086 +  
1087 +  cout << "\r Creating " << filename << " : MC mass=166   (8/11)" << std::flush;
1088 +  TH1F *Ttmass166       = systsamples.Draw("Ttmass166",    mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_mass166"));
1089 +  TH1F *Rtmass166       = ProduceTTbarRatio(datahisto,MCcentral,TCentral,Ttmass166);
1090 +  
1091 +  cout << "\r Creating " << filename << " : MC mass=169   (9/11)" << std::flush;
1092 +  TH1F *Ttmass169       = systsamples.Draw("Ttmass169",    mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_mass169"));
1093 +  TH1F *Rtmass169       = ProduceTTbarRatio(datahisto,MCcentral,TCentral,Ttmass169);
1094 +  
1095 +  cout << "\r Creating " << filename << " : MC mass=175   (10/11)" << std::flush;
1096 +  TH1F *Ttmass175       = systsamples.Draw("Ttmass175",    mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_mass175"));
1097 +  TH1F *Rtmass175       = ProduceTTbarRatio(datahisto,MCcentral,TCentral,Ttmass175);
1098 +  
1099 +  cout << "\r Creating " << filename << " : MC mass=178   (11/11)" << std::flush;
1100 +  TH1F *Ttmass178       = systsamples.Draw("Ttmass178",    mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_mass178"));
1101 +  TH1F *Rtmass178       = ProduceTTbarRatio(datahisto,MCcentral,TCentral,Ttmass178);
1102 +  
1103 +  
1104 +  datahisto->Draw("e1");
1105 +  ckin->Update();
1106 +  mcstack.Draw("histo,same");
1107 +  
1108 +  datahisto->Draw("same,e1");
1109 +  TLegend *kinleg = allsamples.allbglegend();
1110 +  kinleg->Draw();
1111 +
1112 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1113 +  kinpad->SetLogy(dolog);
1114 +  kinpad->cd();
1115 +  datahisto->Draw("e1");
1116 +  mcstack.Draw("histo,same");
1117 +  datahisto->Draw("same,e1");
1118 +  datahisto->Draw("same,axis");
1119 +  
1120 +  kinleg->Draw("same");
1121 +  DrawPrelim();
1122 +  string saveas="kin/"+filename;
1123 +  
1124 +  cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
1125 +  Save_With_Ratio( datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc");
1126 +  delete kinpad;
1127 +  
1128 +  ckin->cd();
1129 +  TCentral->SetLineColor(kBlack);
1130 +  
1131 +  TMatchingUp->SetLineColor(TColor::GetColor("#2c17b1"));//blue
1132 +  TMatchingUp->SetLineStyle(2);//dashed
1133 +  TMatchingDown->SetLineColor(TColor::GetColor("#2c17b1"));
1134 +  TMatchingDown->SetLineStyle(3);//dotted
1135 +  
1136 +  TScaleUp->SetLineColor(TColor::GetColor("#FF8500"));//orange
1137 +  TScaleUp->SetLineStyle(2);//dashed
1138 +  TScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
1139 +  TScaleDown->SetLineStyle(3);//dotted
1140 +  
1141 +  Ttmass166->SetLineColor(TColor::GetColor("#0acf00"));//green
1142 +  Ttmass166->SetLineStyle(3);//dotted
1143 +  Ttmass178->SetLineColor(TColor::GetColor("#0acf00"));
1144 +  Ttmass178->SetLineStyle(2);//dashed
1145 +  
1146 +  
1147 +  Ttmass169->SetLineColor(TColor::GetColor("#FF52F1"));//purple
1148 +  Ttmass169->SetLineStyle(3);//dotted
1149 +  Ttmass175->SetLineColor(TColor::GetColor("#FF52F1"));
1150 +  Ttmass175->SetLineStyle(2);//dashed
1151 +  
1152 +  
1153 +  
1154 +  
1155 +  MCcentral->SetLineStyle(3);
1156 +  MCcentral->SetLineColor(kRed);
1157 +  
1158 +  TCentral->Draw("e1,same");
1159 +  TCentral->Draw("histo,same");
1160 +  TMatchingUp->Draw("histo,same");
1161 +  TMatchingDown->Draw("histo,same");
1162 +  TScaleUp->Draw("histo,same");
1163 +  TScaleDown->Draw("histo,same");
1164 +  Ttmass166->Draw("histo,same");
1165 +  Ttmass169->Draw("histo,same");
1166 +  Ttmass175->Draw("histo,same");
1167 +  Ttmass178->Draw("histo,same");
1168 +  
1169 +  TLegend *sleg = make_legend();
1170 +  sleg->AddEntry(TCentral,"Central","L");
1171 +  sleg->AddEntry(TMatchingUp,"matching up","L");
1172 +  sleg->AddEntry(TMatchingDown,"matching down","L");
1173 +  sleg->AddEntry(TScaleUp,"scale up","L");
1174 +  sleg->AddEntry(TScaleDown,"scale down","L");
1175 +  sleg->AddEntry(Ttmass166,"m_{t}=166","L");
1176 +  sleg->AddEntry(Ttmass169,"m_{t}=169","L");
1177 +  sleg->AddEntry(Ttmass175,"m_{t}=175","L");
1178 +  sleg->AddEntry(Ttmass178,"m_{t}=178","L");
1179 +  sleg->Draw();
1180 +  
1181 +  CompleteSave(ckin,saveas+"___AllLines");
1182 +  ckin->cd();
1183 +  ckin->SetLogy(0);
1184 +  
1185 +  RCentral->SetLineColor(kBlack);
1186 +  
1187 +  RMatchingUp->SetLineColor(TColor::GetColor("#2c17b1"));//blue
1188 +  RMatchingUp->SetLineStyle(2);//dashed
1189 +  RMatchingDown->SetLineColor(TColor::GetColor("#2c17b1"));
1190 +  RMatchingDown->SetLineStyle(3);//dotted
1191 +  
1192 +  RScaleUp->SetLineColor(TColor::GetColor("#FF8500"));//orange
1193 +  RScaleUp->SetLineStyle(2);//dashed
1194 +  RScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
1195 +  RScaleDown->SetLineStyle(3);//dotted
1196 +  
1197 +  Rtmass166->SetLineColor(TColor::GetColor("#0acf00"));//green
1198 +  Rtmass166->SetLineStyle(3);//dotted
1199 +  Rtmass178->SetLineColor(TColor::GetColor("#0acf00"));
1200 +  Rtmass178->SetLineStyle(2);//dashed
1201 +  
1202 +  
1203 +  Rtmass169->SetLineColor(TColor::GetColor("#FF52F1"));//purple
1204 +  Rtmass169->SetLineStyle(3);//dotted
1205 +  Rtmass175->SetLineColor(TColor::GetColor("#FF52F1"));
1206 +  Rtmass175->SetLineStyle(2);//dashed
1207 +
1208 +  
1209 +  RCentral->GetYaxis()->SetRangeUser(0,2);
1210 +  RCentral->Draw("e1");
1211 +  RMatchingUp->Draw("histo,same");
1212 +  RMatchingDown->Draw("histo,same");
1213 +  RScaleUp->Draw("histo,same");
1214 +  RScaleDown->Draw("histo,same");
1215 +  Rtmass166->Draw("histo,same");
1216 +  Rtmass169->Draw("histo,same");
1217 +  Rtmass175->Draw("histo,same");
1218 +  Rtmass178->Draw("histo,same");
1219 +  
1220 +  CompleteSave(ckin,saveas+"___AllRatios");
1221 +
1222 +  TCanvas *multicanvas = new TCanvas("multicanvas","multicanvas",1000,1000);
1223 +  multicanvas->Divide(2,2);
1224 +  PresentRange(RMatchingUp,RMatchingDown,RCentral,multicanvas->cd(1),"Matching");
1225 +  PresentRange(RScaleUp,RScaleDown,RCentral,multicanvas->cd(2),"Scale");
1226 +  PresentRange(Rtmass166,Rtmass178,RCentral,multicanvas->cd(3),"m_{t} (2#sigma)");
1227 +  PresentRange(Rtmass169,Rtmass175,RCentral,multicanvas->cd(4),"m_{t} (1#sigma)");
1228 +  CompleteSave(multicanvas,saveas+"___RangeIllustration");
1229 +  
1230 +  
1231 +  delete datahisto;
1232 +  delete   TCentral;
1233 +  delete   TMatchingUp;
1234 +  delete   TMatchingDown;
1235 +  delete   TScaleUp;
1236 +  delete   TScaleDown;
1237 +  delete   Ttmass166;
1238 +  delete   Ttmass169;
1239 +  delete   Ttmass175;
1240 +  delete   Ttmass178;
1241 +  
1242 +  delete ckin;
1243 +  
1244 + }
1245 +  
1246 + void make_ttbar_comparison(string variable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
1247 +  make_ttbar_comparison(variable, variable, nbins, min, max, addcut, dolog, xlabel, filename);
1248 + }
1249 +
1250 + void ProduceJanPlots() {
1251 +  TCanvas *c1 = new TCanvas("c1","c1");
1252 +  TH1F *metSF = allsamples.Draw("metSF","met[4]",30,100,400, "E_{T}^{miss} [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
1253 +  TH1F *metOF = allsamples.Draw("metOF","met[4]",30,100,400, "E_{T}^{miss} [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
1254 +  
1255 +  TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
1256 +  rcan->cd();
1257 +
1258 +  metOF->SetLineColor(kRed);
1259 +  metSF->Draw("e1");
1260 +  metOF->Draw("histo,same");
1261 +  metSF->Draw("e1,same");
1262 +  
1263 +  TLegend *leg = make_legend();
1264 +  
1265 +  leg->AddEntry(metSF,"Data SF","p");
1266 +  leg->AddEntry(metOF,"Data OF","l");
1267 +  leg->Draw();
1268 +  
1269 +  DrawPrelim();
1270 +  
1271 +  Save_With_Ratio(metSF,metOF,rcan,"JanPlots/ETHConfig",false,false,"SF/OF");
1272 +  
1273 +  delete rcan;
1274 +  delete metSF;
1275 +  delete metOF;
1276 +  delete c1;
1277 + }
1278 +
1279 + THStack MakeOneSystematicsPlot(TCut cut, string saveas, string variation, TH1F *hdata, string variable, int nbins, float bmin, float bmax, string label, TH1F* &thisto) {
1280 +  THStack SystPlot = allsamples.DrawStack(variation,variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity);
1281 +  
1282 +  //now need to process the plot (calculate the variation and set the member of thstack accordingly!)
1283 +  if(variation!="Central") {
1284 +    TH1F *varttbar;
1285 +    if(variation=="MatchingUp") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_matchingup_TuneZ2s"));
1286 +    if(variation=="MatchingDown") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_matchingdown"));
1287 +    if(variation=="ScaleUp") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_scaleup"));
1288 +    if(variation=="ScaleDown") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_scaledown"));
1289 +    assert(varttbar);
1290 +    
1291 +    TIter nextHisto(SystPlot.GetHists());
1292 +    TH1F* h;
1293 +    while ( h = (TH1F*)nextHisto() ) {
1294 +      if(Contains(h->GetName(),"t_bar_t")) {
1295 +        varttbar->Scale(h->Integral()/varttbar->Integral());
1296 +        for(int i=0;i<=h->GetNbinsX()+1;i++) {//note that we deliberatly consider the under/overflow bin as well!
1297 +          h->SetBinContent(i,varttbar->GetBinContent(i));
1298 +          h->SetBinError(i,varttbar->GetBinError(i));
1299 +        }
1300 +        thisto=(TH1F*)varttbar->Clone(variation.c_str());
1301 +        SystPlot.Modified();
1302 +      }
1303 +    }
1304 +    delete varttbar;
1305 +  } else {
1306 +    TIter nextHisto(SystPlot.GetHists());
1307 +    TH1F* h;
1308 +    while ( h = (TH1F*)nextHisto() ) {
1309 +      if(Contains(h->GetName(),"t_bar_t")) thisto=(TH1F*)h->Clone(variation.c_str());
1310 +    }
1311 +  }
1312 +    
1313 +  
1314 +  TLegend *fullleg = allsamples.allbglegend();
1315 +  fullleg->SetHeader(variation.c_str());
1316 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1317 +  kinpad->SetLogy(1);
1318 +  kinpad->cd();
1319 +  
1320 +  hdata->Draw("e1");
1321 +  SystPlot.Draw("histo,same");
1322 +  hdata->Draw("e1,same");
1323 +  fullleg->Draw();
1324 +  DrawPrelim();
1325 +  
1326 +  Save_With_Ratio(hdata,SystPlot,kinpad,saveas+"_"+variation);
1327 +  CleanLegends();
1328 +  
1329 +  delete kinpad;
1330 +  return SystPlot;
1331 + }
1332 +  
1333 +
1334 +
1335 + void ProduceMCSystematicPlot(string variable, int nbins, float bmin, float bmax, string label, TCut thiscut, string saveas) {
1336 +  TCanvas *ca = new TCanvas("ca","ca");
1337 +  TH1F *hdata = allsamples.Draw("hdata",variable,nbins,bmin,bmax,label,"events",thiscut,data,luminosity);
1338 +  
1339 +  TH1F *tScaleUp,*tScaleDown,*tMatchingUp,*tMatchingDown,*tCentral;
1340 +  
1341 +  THStack ScaleUp      = MakeOneSystematicsPlot(thiscut,saveas,"ScaleUp",hdata,variable, nbins, bmin, bmax, label,tScaleUp);
1342 +  THStack ScaleDown    = MakeOneSystematicsPlot(thiscut,saveas,"ScaleDown",hdata,variable, nbins, bmin, bmax, label,tScaleDown);
1343 +  THStack MatchingUp   = MakeOneSystematicsPlot(thiscut,saveas,"MatchingUp",hdata,variable, nbins, bmin, bmax, label,tMatchingUp);
1344 +  THStack MatchingDown = MakeOneSystematicsPlot(thiscut,saveas,"MatchingDown",hdata,variable, nbins, bmin, bmax, label,tMatchingDown);
1345 +  
1346 +  TH1F *HScaleUp = CollapseStack(ScaleUp);
1347 +  TH1F *HScaleDown = CollapseStack(ScaleDown);
1348 +  TH1F *HMatchingUp = CollapseStack(MatchingUp);
1349 +  TH1F *HMatchingDown = CollapseStack(MatchingDown);
1350 +  
1351 +  THStack Central = MakeOneSystematicsPlot(thiscut,saveas,"Central",hdata,variable, nbins, bmin, bmax, label,tCentral);
1352 +  TH1F *HCentral = CollapseStack(Central);
1353 +  
1354 +  TH1F *Systematic = (TH1F*)hdata->Clone("Systematic");
1355 +  for(int i=1;i<=Systematic->GetNbinsX();i++) {
1356 +    float matchingup   = abs(HMatchingUp->GetBinContent(i)-HCentral->GetBinContent(i));
1357 +    float matchingdown = abs(HMatchingDown->GetBinContent(i)-HCentral->GetBinContent(i));
1358 +    float scaleup   = abs(HScaleUp->GetBinContent(i)-HCentral->GetBinContent(i));
1359 +    float scaledown = abs(HScaleDown->GetBinContent(i)-HCentral->GetBinContent(i));
1360 +    
1361 +    float matching = matchingup>matchingdown?matchingup:matchingdown;
1362 +    float scale    = scaleup>scaledown?scaleup:scaledown;
1363 +    
1364 +    float sys=sqrt(matching*matching+scale*scale);
1365 +    sys/=HCentral->GetBinContent(i);
1366 +    if(HCentral->GetBinContent(i)==0) sys=0;
1367 +    Systematic->SetBinContent(i,sys);
1368 +  }
1369 +  
1370 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1371 +  kinpad->SetLogy(1);
1372 +  kinpad->cd();
1373 +  if(variable=="genMET") {
1374 +    Central.Draw("histo");
1375 +  } else {
1376 +    hdata->Draw("e1");
1377 +    Central.Draw("histo,same");
1378 +    hdata->Draw("e1,same");
1379 +  }
1380 +  
1381 +  DrawPrelim();
1382 +  
1383 +  save_with_ratio_and_sys_band( hdata, HCentral, kinpad->cd(), saveas, false, false, "data/mc",Systematic );
1384 +  
1385 +  kinpad->cd();
1386 +  tCentral->SetFillColor(kWhite);
1387 +  tCentral->SetLineColor(kBlack);
1388 +  tScaleUp->SetLineColor(kRed);
1389 +  tScaleDown->SetLineColor(kRed);
1390 +  tMatchingUp->SetLineColor(kBlue);
1391 +  tMatchingDown->SetLineColor(kBlue);
1392 +  tScaleUp->SetLineStyle(2);
1393 +  tScaleDown->SetLineStyle(3);
1394 +  tMatchingUp->SetLineStyle(2);
1395 +  tMatchingDown->SetLineStyle(3);
1396 +  
1397 +  TLegend *leg2 = make_legend();
1398 +  leg2->AddEntry(hdata,"Data","p");
1399 +  leg2->AddEntry(tCentral,"Central (ttbar)","l");
1400 +  leg2->AddEntry(tScaleUp,"ScaleUp (ttbar)","l");
1401 +  leg2->AddEntry(tScaleDown,"ScaleDown (ttbar)","l");
1402 +  leg2->AddEntry(tMatchingUp,"MatchingUp (ttbar)","l");
1403 +  leg2->AddEntry(tMatchingDown,"MatchingDown (ttbar)","l");
1404 +  if(variable=="genMET") {
1405 +    Central.Draw("histo");
1406 +  }else {
1407 +    hdata->Draw("e1");
1408 +    Central.Draw("histo,same");
1409 +    hdata->Draw("e1,same");
1410 +  }
1411 +  tCentral->Draw("histo,same");
1412 +  tScaleUp->Draw("histo,same");
1413 +  tScaleDown->Draw("histo,same");
1414 +  tMatchingUp->Draw("histo,same");
1415 +  tMatchingDown->Draw("histo,same");
1416 +  leg2->Draw();
1417 +  
1418 +  CompleteSave(kinpad,saveas+"__TTbarComparison");
1419 +  
1420 +  gStyle->SetOptFit(0);
1421 +  
1422 +  kinpad->cd();
1423 +  kinpad->SetLogy(0);
1424 +  TH1F *MatchingRatio = (TH1F*)tMatchingUp->Clone("MatchingRatio");
1425 +  MatchingRatio->Divide(tMatchingDown);
1426 +  TLine *lone = new TLine(tScaleUp->GetBinLowEdge(1),1,tScaleUp->GetBinLowEdge(tScaleUp->GetNbinsX())+tScaleUp->GetBinWidth(tScaleUp->GetNbinsX()),1);
1427 +  lone->SetLineColor(TColor::GetColor("#01DF01"));
1428 +  lone->SetLineStyle(2);
1429 +  TH1F *ScaleRatio = (TH1F*)tScaleUp->Clone("ScaleRatio");
1430 +  ScaleRatio->Divide(tScaleDown);
1431 +  MatchingRatio->GetYaxis()->SetRangeUser(0,3);
1432 +  MatchingRatio->Draw("e1");
1433 +  TF1 *QP1 = new TF1("QP1","[0]+[1]*x",50,200);//simple linear function ranging from 50 to 200
1434 +  MatchingRatio->Fit("QP1","R");
1435 +  lone->Draw();
1436 +  stringstream summary;
1437 +  summary << " #splitline{Fit result for f(x) = a+bx :}{#splitline{a=" << DigitsAfterComma(QP1->GetParameter(0),4) << " +/- " << DigitsAfterComma(QP1->GetParError(0),4) << "}{b=" << DigitsAfterComma(QP1->GetParameter(1),4);
1438 +  summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1439 +  TText *infobox = write_title(summary.str());
1440 +  infobox->SetX(0.75);
1441 +  infobox->SetTextSize(0.03);
1442 +  infobox->SetY(0.75);
1443 +  infobox->Draw();
1444 +  CompleteSave(kinpad,saveas+"__TTbarComparison_MatchingUpDividedMatchingDown");
1445 +  kinpad->cd();
1446 +  ScaleRatio->GetYaxis()->SetRangeUser(0,3);
1447 +  ScaleRatio->Draw("e1");
1448 +  ScaleRatio->Fit("QP1","R");
1449 +  summary.str("");
1450 +  summary << " #splitline{Fit result for f(x) = a+bx :}{#splitline{a=" << DigitsAfterComma(QP1->GetParameter(0),4) << " +/- " << DigitsAfterComma(QP1->GetParError(0),4) << "}{b=" << DigitsAfterComma(QP1->GetParameter(1),4);
1451 +  summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1452 +  TText *infobox2 = write_title(summary.str());
1453 +  infobox2->SetX(0.75);
1454 +  infobox2->SetTextSize(0.03);
1455 +  infobox2->SetY(0.75);
1456 +  infobox2->Draw();
1457 +
1458 +  lone->Draw();
1459 +  CompleteSave(kinpad,saveas+"__TTbarComparison_ScaleUpDividedScaleDown");
1460 +  
1461 +  
1462 +  delete QP1;
1463 +  delete infobox;
1464 +  delete infobox2;
1465 +  delete MatchingRatio;
1466 +  delete ScaleRatio;
1467 +  DeleteStack(ScaleUp);
1468 +  DeleteStack(ScaleDown);
1469 +  DeleteStack(MatchingUp);
1470 +  DeleteStack(MatchingDown);
1471 +  delete leg2;
1472 +  CleanLegends();
1473 +  DeleteStack(Central);
1474 +  delete Systematic;
1475 +  delete HScaleUp;
1476 +  delete HScaleDown;
1477 +  delete HMatchingUp;
1478 +  delete HMatchingDown;
1479 +  delete hdata;
1480 +  delete HCentral;
1481 +  delete ca;
1482 + }
1483 +
1484 + void QuickProduceMCSystematicPlot(string variable, int nbins, float bmin, float bmax, string label, TCut thiscut, string saveas) {
1485 +  TCanvas *ca = new TCanvas("ca","ca");
1486 +  TH1F *tScaleUp = systsamples.Draw("tScaleUp",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("scaleup"));
1487 +  TH1F *tScaleDown = systsamples.Draw("tScaleDown",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("scaledown"));
1488 +  TH1F *tMatchingUp = systsamples.Draw("tMatchingUp",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("matchingup"));
1489 +  TH1F *tMatchingDown = systsamples.Draw("tMatchingDown",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("matchingdown"));
1490 +  TH1F *tCentral = systsamples.Draw("tCentral",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("TTJets_MassiveBinDECAY_TuneZ2sta"));
1491 +  
1492 +  tScaleUp->Scale(1.0/tScaleUp->Integral());
1493 +  tScaleDown->Scale(1.0/tScaleDown->Integral());
1494 +  tMatchingDown->Scale(1.0/tMatchingDown->Integral());
1495 +  tMatchingUp->Scale(1.0/tMatchingUp->Integral());
1496 +  
1497 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1498 +  kinpad->SetLogy(1);
1499 +  kinpad->cd();
1500 +  tCentral->SetFillColor(kWhite);
1501 +  tCentral->SetLineColor(kBlack);
1502 +  tScaleUp->SetLineColor(kRed);
1503 +  tScaleDown->SetLineColor(kRed);
1504 +  tMatchingUp->SetLineColor(kBlue);
1505 +  tMatchingDown->SetLineColor(kBlue);
1506 +  tScaleUp->SetLineStyle(2);
1507 +  tScaleDown->SetLineStyle(3);
1508 +  tMatchingUp->SetLineStyle(2);
1509 +  tMatchingDown->SetLineStyle(3);
1510 +  
1511 +  TLegend *leg2 = make_legend();
1512 +  leg2->AddEntry(tCentral,"Central (ttbar)","l");
1513 +  leg2->AddEntry(tScaleUp,"ScaleUp (ttbar)","l");
1514 +  leg2->AddEntry(tScaleDown,"ScaleDown (ttbar)","l");
1515 +  leg2->AddEntry(tMatchingUp,"MatchingUp (ttbar)","l");
1516 +  leg2->AddEntry(tMatchingDown,"MatchingDown (ttbar)","l");
1517 +  
1518 +  tCentral->Draw("histo");
1519 +  tScaleUp->Draw("histo,same");
1520 +  tScaleDown->Draw("histo,same");
1521 +  tMatchingUp->Draw("histo,same");
1522 +  tMatchingDown->Draw("histo,same");
1523 +  leg2->Draw();
1524 +  
1525 +  CompleteSave(kinpad,saveas+"__TTbarComparison");
1526 +  
1527 +  gStyle->SetOptFit(0);
1528 +  
1529 +  kinpad->cd();
1530 +  kinpad->SetLogy(0);
1531 +  TH1F *MatchingRatio = (TH1F*)tMatchingUp->Clone("MatchingRatio");
1532 +  MatchingRatio->Divide(tMatchingDown);
1533 +  TLine *lone = new TLine(tScaleUp->GetBinLowEdge(1),1,tScaleUp->GetBinLowEdge(tScaleUp->GetNbinsX())+tScaleUp->GetBinWidth(tScaleUp->GetNbinsX()),1);
1534 +  lone->SetLineColor(TColor::GetColor("#01DF01"));
1535 +  lone->SetLineStyle(2);
1536 +  TH1F *ScaleRatio = (TH1F*)tScaleUp->Clone("ScaleRatio");
1537 +  ScaleRatio->Divide(tScaleDown);
1538 +  MatchingRatio->GetYaxis()->SetRangeUser(0,3);
1539 +  MatchingRatio->Draw("e1");
1540 +  TF1 *QP1 = new TF1("QP1","[0]+[1]*x",50,200);//simple linear function ranging from 50 to 200
1541 +  MatchingRatio->Fit("QP1","RQ");
1542 +  lone->Draw();
1543 +  stringstream summary;
1544 +  summary << " #splitline{Fit result for f(x) = a+bx :}{#splitline{a=" << DigitsAfterComma(QP1->GetParameter(0),4) << " +/- " << DigitsAfterComma(QP1->GetParError(0),4) << "}{b=" << DigitsAfterComma(QP1->GetParameter(1),4);
1545 +  summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1546 +  TText *infobox = write_title(summary.str());
1547 +  infobox->SetX(0.75);
1548 +  infobox->SetTextSize(0.03);
1549 +  infobox->SetY(0.75);
1550 +  infobox->Draw();
1551 +  CompleteSave(kinpad,saveas+"__TTbarComparison_MatchingUpDividedMatchingDown");
1552 +  kinpad->cd();
1553 +  ScaleRatio->GetYaxis()->SetRangeUser(0,3);
1554 +  ScaleRatio->Draw("e1");
1555 +  ScaleRatio->Fit("QP1","RQ");
1556 +  summary.str("");
1557 +  summary << " #splitline{Fit result for f(x) = a+bx :}{#splitline{a=" << DigitsAfterComma(QP1->GetParameter(0),4) << " +/- " << DigitsAfterComma(QP1->GetParError(0),4) << "}{b=" << DigitsAfterComma(QP1->GetParameter(1),4);
1558 +  summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1559 +  TText *infobox2 = write_title(summary.str());
1560 +  infobox2->SetX(0.75);
1561 +  infobox2->SetTextSize(0.03);
1562 +  infobox2->SetY(0.75);
1563 +  infobox2->Draw();
1564 +
1565 +  lone->Draw();
1566 +  CompleteSave(kinpad,saveas+"__TTbarComparison_ScaleUpDividedScaleDown");
1567 +  
1568 +  delete tScaleUp;
1569 +  delete tScaleDown;
1570 +  delete tCentral;
1571 +  delete tMatchingUp;
1572 +  delete tMatchingDown;
1573 +  delete QP1;
1574 +  delete infobox;
1575 +  delete infobox2;
1576 +  delete MatchingRatio;
1577 +  delete ScaleRatio;
1578 +  delete leg2;
1579 +  CleanLegends();
1580 +  delete ca;
1581 + }
1582 +
1583 + void ProduceMCSystematicPlots() {
1584 +  cout << "Getting ready to produce systematic plots " << endl;
1585 +  TCut cutweightBKP = cutWeight;
1586 +  
1587 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor");
1588 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor");  
1589 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor");
1590 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor");
1591 +  
1592 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE");
1593 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE");  
1594 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE_HighMass");
1595 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE_HighMass");  
1596 +  
1597 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE");
1598 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE");
1599 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE_HighMass");
1600 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE_HighMass");
1601 +  QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_SameFlavor");
1602 +  QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_OppositeFlavor");
1603 +  
1604 +  
1605 +  
1606 +  cout << "Kicking cutWeight  " << (const char*) cutWeight << endl;
1607 +  cout << "Keeping OSSF cut " << (const char*)cutOSSF << endl;
1608 +  cutWeight="1.0";
1609 +  TCut bkpessential=essentialcut;
1610 +  essentialcut=TCut("genPt1>0");
1611 +  
1612 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",TCut("abs(genId1)==abs(genId2) && abs(genEta1)<1.4 && abs(genEta2)<1.4 && genPt1>20 && genPt2>20 &&  genMll>20&&genMll<70"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE__NOPURW___GENLEVEL");
1613 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",TCut("abs(genId1)!=abs(genId2) && abs(genEta1)<1.4 && abs(genEta2)<1.4 && genPt1>20 && genPt2>20 &&  genMll>20&&genMll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE__NOPURW___GENLEVEL");
1614 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",TCut("abs(genId1)==abs(genId2) && abs(genEta1)<1.4 && abs(genEta2)<1.4 && genPt1>20 && genPt2>20 &&  genMll>120"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE_HighMass__NOPURW___GENLEVEL");
1615 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",TCut("abs(genId1)!=abs(genId2) && abs(genEta1)<1.4 && abs(genEta2)<1.4 && genPt1>20 && genPt2>20 &&  genMll>120"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE_HighMass__NOPURW___GENLEVEL");
1616 +  essentialcut=bkpessential;
1617 +  assert(0);
1618 +  
1619 + /*  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE__NOPURW");
1620 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE__NOPURW");  
1621 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE_HighMass__NOPURW");
1622 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");  
1623 +  
1624 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE__NOPURW");
1625 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE__NOPURW");
1626 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE_HighMass__NOPURW");
1627 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
1628 +  */
1629 +  
1630 +  // --------------------------------------    ***** AACHEN *****      --------------------------------------    
1631 +  
1632 +  
1633 +  cutWeight=cutweightBKP;
1634 +  TCut essentialcutBKP = essentialcut;
1635 +  cout << (const char*) essentialcut << endl;
1636 +  
1637 +  essentialcut = TCut((ReplaceAll((const char*)essentialcut,"pt2>20","pt2>10")).c_str());
1638 +  essentialcut = TCut((ReplaceAll((const char*)essentialcut,"abs(eta1)<1.4","abs(eta1)<2.4")).c_str());
1639 +  essentialcut = TCut((ReplaceAll((const char*)essentialcut,"abs(eta2)<1.4","abs(eta2)<2.4")).c_str());
1640 +  
1641 +  TCut cutnJetsBKP = cutnJets;
1642 +  cutnJets = TCut((ReplaceAll((const char*)cutnJets,"pt2>20","pt2>10")).c_str());
1643 +  cutnJets = TCut((ReplaceAll((const char*)cutnJets,"pfJetGoodNum40>=3","pfJetGoodNum40>=2")).c_str());
1644 +  cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta2)<1.4","abs(eta2)<2.4")).c_str());
1645 +  cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta1)<1.4","abs(eta1)<2.4")).c_str());
1646 +  
1647 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor");
1648 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor");  
1649 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor");
1650 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor");
1651 +  
1652 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE");
1653 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE");  
1654 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE_HighMass");
1655 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE_HighMass");  
1656 +  
1657 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE");
1658 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE");
1659 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE_HighMass");
1660 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE_HighMass");
1661 +  QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/Aachen_SameFlavor");
1662 +  QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/Aachen_OppositeFlavor");
1663 +  
1664 +  
1665 +  
1666 +  cout << "Kicking cutWeight  " << (const char*) cutWeight << endl;
1667 +  cout << "Keeping OSSF cut " << (const char*)cutOSSF << endl;
1668 +  cutWeight="1.0";
1669 +  
1670 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE__NOPURW");
1671 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE__NOPURW");  
1672 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE_HighMass__NOPURW");
1673 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");  
1674 +  
1675 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE__NOPURW");
1676 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE__NOPURW");
1677 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE_HighMass__NOPURW");
1678 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
1679 +  
1680 +  cutnJets  = cutnJetsBKP;
1681 +  cutWeight = cutweightBKP;
1682 +  essentialcut = essentialcutBKP;
1683 +  
1684 +  write_error(__FUNCTION__,"Still need to add systematic shape");assert(0);
1685 + }
1686 +
1687 + void MakeTauPlot(string label, TCut pcut, string filename, bool TauOnly) {
1688 +  TCut cut=pcut&&basiccut;
1689 +  string variable="mll";
1690 +  string xlabel="m_{ll} [GeV]";
1691 +  int nbins=40;
1692 +  float min=0;
1693 +  float max=200;
1694 +
1695 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1696 +  TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cut&&cutOSSF,data,luminosity);
1697 +  TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cut&&cutOSOF,data,luminosity);
1698 +  TH1F *tauSF = allsamples.Draw("tauSF",variable,nbins,min,max, xlabel, "events",cut&&cutOSSF,data,luminosity,systsamples.FindSample("DYToTauTau"));
1699 +  TH1F *tauOF = allsamples.Draw("tauOF",variable,nbins,min,max, xlabel, "events",cut&&cutOSOF,data,luminosity,systsamples.FindSample("DYToTauTau"));
1700 +  datahistoSF->SetMarkerSize(DataMarkerSize);
1701 +  datahistoSF->SetMaximum(1.3*datahistoSF->GetMaximum());
1702 +  datahistoOF->SetMarkerSize(DataMarkerSize);
1703 +  datahistoOF->SetMaximum(1.3*datahistoOF->GetMaximum());
1704 +
1705 +  THStack mcstackSF   = allsamples.DrawStack("mcstackSF",  variable,nbins,min,max,xlabel,"events",cut&&cutOSSF,mc,luminosity);
1706 +  THStack mcstackOF   = allsamples.DrawStack("mcstackOF",  variable,nbins,min,max,xlabel,"events",cut&&cutOSOF,mc,luminosity);
1707 +  datahistoSF->Draw("e1");
1708 +  ckin->Update();
1709 +  mcstackSF.Draw("histo,same");
1710 +  
1711 +  datahistoSF->Draw("same,e1");
1712 +  TLegend *kinleg = allsamples.allbglegend();
1713 +  kinleg->Draw();
1714 +  
1715 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1716 +  kinpad->cd();
1717 +  datahistoSF->Draw("e1");
1718 +  mcstackSF.Draw("histo,same");
1719 +  datahistoSF->Draw("same,e1");
1720 +  datahistoSF->Draw("same,axis");
1721 +  kinleg->Draw();
1722 +  DrawPrelim();
1723 +  Save_With_Ratio(datahistoSF,mcstackSF,kinpad->cd(),filename+"__SF_mc");
1724 +  
1725 +  kinpad->cd();
1726 +  datahistoOF->Draw("e1");
1727 +  mcstackOF.Draw("histo,same");
1728 +  datahistoOF->Draw("same,e1");
1729 +  datahistoOF->Draw("same,axis");
1730 +  kinleg->Draw();
1731 +  DrawPrelim();
1732 +  Save_With_Ratio(datahistoOF,mcstackOF,kinpad->cd(),filename+"__OF_mc");
1733 +  
1734 +  kinpad->cd();
1735 +  tauSF->Draw("e1");
1736 +  tauOF->Draw("histo,same");
1737 +  tauSF->Draw("e1,same");
1738 +  TLegend *legtau = make_legend();
1739 +  legtau->AddEntry(tauSF,"DY->#tau#tau, SF","p");
1740 +  legtau->AddEntry(tauSF,"DY->#tau#tau, OF","l");
1741 +  legtau->Draw();
1742 +  DrawPrelim();
1743 +  Save_With_Ratio(tauSF,tauOF,kinpad->cd(),filename+"__Tau_SF_vs_OF");
1744 +  
1745 +  delete datahistoSF;
1746 +  delete datahistoOF;
1747 +  delete tauSF;
1748 +  delete tauOF;
1749 +  delete kinpad;
1750 +  delete ckin;
1751 +  CleanLegends();
1752 + }
1753 +  
1754 +
1755 + void TauQuestion() {
1756 + //   MakeTauPlot("MET>100 GeV, #geq 3 jets",cutnJets&&TCut("met[4]>100"),"TauQ/MET100_3Jets",true);
1757 + //   MakeTauPlot("MET>100 GeV",TCut("met[4]>100"),"TauQ/MET100",true);
1758 + //   MakeTauPlot("MET>0 GeV",TCut("met[4]>0"),"TauQ/MET0",true);
1759 +  MakeTauPlot("b-tag veto, 50<MET<100",TCut("pfJetGoodNumBtag30==0&&met[4]>50&&met[4]<100"),"TauQ/ControlPlots",false);
1760 + }
1761 +
1762   void do_kinematic_plots(string mcjzb, string datajzb, bool doPF=false)
1763   {
1764 + //  switch_overunderflow(true);
1765    bool dolog=true;
1766    bool nolog=false;
1767 +
1768 +  bool doOFSF = true;
1769 +  bool doKin  = true;
1770 +  bool doDataComp = false;
1771 +  bool MakeTwoThreeJetComparison = false;
1772 +  
1773 +
1774    if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
1775 <  float mll_low=40;
1775 >  float mll_low=50;
1776    float mll_hi=160;
1777    if(!PlottingSetup::RestrictToMassPeak) {
1778 <        mll_low=10;
1779 <        mll_hi=210;
1778 >        mll_low=20;
1779 >        mll_hi=320;
1780    }
1781 <  /*
1782 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
1783 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
1784 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
1785 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
1786 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
1787 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
1788 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
1789 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
1790 <  make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);/*
1791 <  make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
1792 <  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
1793 <  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
1794 <  make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
1795 <  make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
1796 <  make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
1797 <  make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
1798 <  make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
1799 <  make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets",doPF);
1800 <  make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);*//*
1801 <  if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
1802 <  stringstream jzbcut;
1803 <  jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
1804 <  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
1805 <  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);
1806 <  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
1807 <  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);
1808 <  stringstream jzbcut2;
1809 <  jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
1810 <  make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
1811 <  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);
1812 <  stringstream jzbcut3;
1813 <  jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
1814 <  make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);   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);
1815 <  */
1816 <  make_special_obs_pred_mll_plot(mcjzb,50);
1817 <  make_special_obs_pred_mll_plot(mcjzb,100);
1818 <  make_special_obs_pred_mll_plot(mcjzb,150);
1819 <  make_special_obs_pred_mll_plot(mcjzb,200);
1820 <  make_special_obs_pred_mll_plot(mcjzb,250);
1781 >  
1782 >  if(MakeTwoThreeJetComparison) MakeElegantTwoThreeComparisons();
1783 >  
1784 >  //TauQuestion();
1785 >
1786 >  //ProduceJanPlots();
1787 >  ProduceMCSystematicPlots();
1788 >  assert(0);
1789 > //  make_plain_kin_plot("pt",Cut2Str(cutOSSF&&TCut("mll>20&&pfJetGoodNumBtag30>=2")),40,0,200,nolog,"Z p_{T}","PlotForKostas",doPF,true);
1790 >  
1791 >  if ( doOFSF ) {
1792 >     make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll");
1793 >     make_OFSF_plots("met[4]", "met[4]>100", 30, 100., 400., false, "PFMET", "met");
1794 >     make_OFSF_plots("leptonNum", "met[4]>100", 3, 2, 5., false, "N(leptons)", "NLeptons");
1795 >
1796 >     make_OFSF_plots("pfJetGoodNum40", "met[4]>100",                        7, 3, 10, true, "#(jets)", "njets");
1797 >     make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", "njets_btagVeto");
1798 >     make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30>0",  7, 3, 10, true, "#(jets)", "njets_AtLeastOneBJet30");
1799 >
1800 >     make_OFSF_plots("pfJetGoodNumBtag30", "met[4]>100", 5, 0, 5, true, "#(b-jets)", "nbjets");
1801 >     make_OFSF_plots("pfJetGoodPtBtag[0]", "met[4]>100&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", "ptb1");
1802 >
1803 >     make_OFSF_plots("iso1", "met[4]>100", 20, 0, 0.3, true, "lepton 1 isolation", "iso1");
1804 >     make_OFSF_plots("iso2", "met[4]>100", 20, 0, 0.3, true, "lepton 2 isolation", "iso2");
1805 >     make_OFSF_plots("pt1",  "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1");
1806 >     make_OFSF_plots("pt2",  "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2");
1807 >     make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", 0.15);
1808 >     make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", 0.15);
1809 >     make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", 0.2);
1810 >     make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", 0.2);
1811 >     make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", 0.2);
1812 >     make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", "dphij1met", 0.2);
1813 >    make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", "dphi", 0.2);
1814 >    make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", "dphiMet1", 0.2);
1815 >    make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", "dphiMet2", 0.2);
1816 >    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");
1817 >    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");
1818 >    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");
1819 >    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");
1820 >  }
1821 >
1822 >  if ( doDataComp) {
1823 >    TCut mllCut("");
1824 >    float massmin = 15.;
1825 >    float massmax = 315;
1826 >    int massnbins = 60;
1827 > /*    if ( !PlottingSetup::openBox ) {
1828 >      mllCut = "mll>70";
1829 >      massmin = 120;
1830 >      massmax = 360;
1831 >      massnbins = 14;
1832 >    }*/
1833 >
1834 >    TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
1835 >    
1836 >    make_data_comparison_plot("numVtx", "",40, -0.5, 39.5,-1., true, "N(Vertices)", "numVtx");
1837 >    make_data_comparison_plot("pfJetGoodEta[0]", "",50, -3.0, 3.0,-1., true, "N(Jets)", "pfJetGoodEta0");
1838 >    
1839 >    
1840 >    make_data_comparison_plot("pfJetGoodNum40", cutOSOF,10, -0.5, 9.5,-1., true, "N(Jets)", "njets_OF");
1841 >    make_data_comparison_plot("met[4]", cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_inclusive");
1842 >    make_data_comparison_plot("met[1]", cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_inclusive");
1843 >    make_data_comparison_plot("met[4]", cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_inclusive");
1844 >    make_data_comparison_plot("met[1]", cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_inclusive");
1845 >    
1846 >    make_data_comparison_plot("met[4]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_exclusive");
1847 >    make_data_comparison_plot("met[1]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_exclusive");
1848 >    make_data_comparison_plot("met[4]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_exclusive");
1849 >    make_data_comparison_plot("met[1]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_exclusive");
1850 >
1851 >  
1852 >    string basiccutsaved = (const char*)basiccut;
1853 >    
1854 >    string newbasiccut=basiccutsaved;
1855 >    
1856 >    size_t found;
1857 >    found = newbasiccut.find( "pt2>20" );
1858 >    while (found!=string::npos){
1859 >      newbasiccut.replace( found, string( "pt2>20" ).length(), "pt2>10" );
1860 >      found = newbasiccut.find( "pt2>20" );
1861 >    }
1862 >    basiccut=TCut(newbasiccut.c_str());
1863 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSSF,60, 0., 300.,-1., false, "mll", "mll_SF_Aachen_pt2010_met");
1864 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSOF,60, 0., 300.,-1., false, "mll", "mll_OF_Aachen_pt2010_met");
1865 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_Aachen_pt2010_t1cpfmet");
1866 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_Aachen_pt2010_t1cpfmet");
1867 >    basiccut=TCut(basiccutsaved.c_str());
1868 >    
1869 >    make_data_comparison_plot("pfJetGoodNum40", cutOSSF, 8, 0., 8.,-1., true, "#(jets)", "njets_SF");
1870 >    make_data_comparison_plot("pfJetGoodNum40", cutOSOF, 8, 0., 8.,-1., true, "#(jets)", "njets_OF");
1871 >    
1872 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_met");
1873 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_met");
1874 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_t1cpfmet");
1875 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_t1cpfmet");
1876 >
1877 >    
1878 >    make_data_comparison_plot("mll", cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive");
1879 >    make_data_comparison_plot("mll", cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_ee");
1880 >    make_data_comparison_plot("mll", cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_mm");
1881 >    make_data_comparison_plot("mll", cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_inclusive");
1882 >    make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_ee");
1883 >    make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_mm");
1884 >    make_data_comparison_plot("mll", cutnJets&&cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive");
1885 >    make_data_comparison_plot("mll", cutnJets&&cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_exclusive");
1886 >
1887 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig");
1888 >    make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
1889 >    
1890 >    make_data_comparison_plot("mll", TCut("abs(eta1)<1.4&&abs(eta2)<1.4") && cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_central");
1891 >    make_data_comparison_plot("mll", TCut("abs(eta1)<1.4&&abs(eta2)<1.4") && cutOSOF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_central");
1892 >    
1893 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
1894 >    make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_btagVeto");
1895 >    
1896 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
1897 >    make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_AtLeastOneBJet");
1898 >
1899 >
1900 >    make_data_comparison_plot("mll", mllCut&&cutOSOF&&cutSignal, massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
1901 >    make_data_comparison_plot("mll", cutmass&&cutOSSF&&"met[4]>100&&met[4]<150&&pfJetGoodNum40==2", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_CR");
1902 >    make_data_comparison_plot("mll", cutmass&&cutOSOF&&"met[4]>100&&met[4]<150&&pfJetGoodNum40==2", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_CR");
1903 >
1904 >    make_data_comparison_plot("pfJetGoodNum40", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_SF_sig");
1905 >    make_data_comparison_plot("pfJetGoodNum40", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_OF_sig");
1906 >    make_data_comparison_plot("pfJetGoodNumBtag30", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_SF_sig");
1907 >    make_data_comparison_plot("pfJetGoodNumBtag30", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_OF_sig");
1908 >
1909 >  }
1910 >
1911 >
1912 >  if ( doKin ) {
1913 >    string mllCut("");
1914 >    /*
1915 >    
1916 >  
1917 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_0j",doPF,true);
1918 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_1j",doPF,true);
1919 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_2j",doPF,true);
1920 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_3j",doPF,true);
1921 >
1922 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_0j",doPF,true);
1923 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_1j",doPF,true);
1924 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_2j",doPF,true);
1925 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_3j",doPF,true);
1926 >
1927 >
1928 >    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&cutnJets),120,0,1200,dolog,"H_{T}","HT_3jets_OF",doPF,true);
1929 >    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&cutnJets) ,120,0,1200,dolog,"H_{T}","HT_3jets_SF",doPF,true);
1930 >    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&cutnJets&&TCut("met[4]>100")),120,0,1200,dolog,"H_{T}","HT_3jets_OF_MET100",doPF,true);
1931 >    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&cutnJets&&TCut("met[4]>100")) ,120,0,1200,dolog,"H_{T}","HT_3jets_SF_MET100",doPF,true);
1932 >
1933 >    
1934 >    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_0j",doPF,true);
1935 >    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_1j",doPF,true);
1936 >    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_2j",doPF,true);
1937 >    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_3j",doPF,true);
1938 >
1939 >    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_0j",doPF,true);
1940 >    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_1j",doPF,true);
1941 >    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_2j",doPF,true);
1942 >    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_3j",doPF,true);
1943 >
1944 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_SF_20to70",doPF,true);
1945 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_OF_20to70",doPF,true);
1946 >    
1947 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_SF_above120",doPF,true);
1948 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_OF_above120",doPF,true);
1949 >    
1950 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&TCut("pfJetGoodNum40==2")&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_SF_20to70___2jetsonly",doPF,true);
1951 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("pfJetGoodNum40==2")&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_OF_20to70___2jetsonly",doPF,true);
1952 >    
1953 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&TCut("pfJetGoodNum40==2")&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_SF_above120___2jetsonly",doPF,true);
1954 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("pfJetGoodNum40==2")&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_OF_above120___2jetsonly",doPF,true);
1955 >
1956 >    
1957 >    make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
1958 >    make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
1959 >    // Plots in signal region
1960 >    make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
1961 >
1962 >
1963 >    make_kin_plot("MetFactor","",20,0,2,nolog,"MetFactor","MetFactor",doPF,true);
1964 >    
1965 >    make_ttbar_comparison("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_30to70_2j__ALLMCSAMPLES");
1966 >     */
1967 >    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_30to70_0j");
1968 >    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_30to70_1j");
1969 >    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_30to70_2j");
1970 >    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_30to70_3j");
1971 >
1972 >    DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_SF_30to70_0j");
1973 >    DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_SF_30to70_1j");
1974 >    DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_SF_30to70_2j");
1975 >    DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_SF_30to70_3j");
1976 >
1977 >    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_Z_0j");
1978 >    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_Z_1j");
1979 >    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_Z_2j");
1980 >    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_Z_3j");
1981 >
1982 >    
1983 >    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll");
1984 >    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==0"),dolog,"m_{ll} [GeV]","kinSys/mll_ee");
1985 >    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==1"),dolog,"m_{ll} [GeV]","kinSys/mll_mm");
1986 >    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_osof");
1987 >
1988 >    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive");
1989 >    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive_osof");
1990 >
1991 >    DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSSF,dolog,"nJets","kinSys/nJets_ossf");
1992 >    DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSOF,dolog,"nJets","kinSys/nJets_osof");
1993 >    
1994 >    DoMCSystPlot("pfJetGoodPt[0]/pfJetGoodPt[1]",45,1,10,cutnJets&&cutOSSF,dolog,"p_{T}^{J1} / p_{T}^{J2}","kinSys/j1j2ratio");
1995 >    DoMCSystPlot("TMath::Abs(pfJetDphiMet[0])",32,0,3.2,cutnJets&&cutOSSF,dolog,"|#Delta#phi(jet1,MET)|","kinSys/dphiJ1MET");
1996 >    DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSSF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_SFZP");
1997 >    DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSOF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_OFZP");
1998 >
1999 >    make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
2000 >    make_kin_plot("mll","mll>20",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
2001 >    make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
2002 >    make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
2003 >    
2004 >    make_kin_plot("pfJetGoodNum40",mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
2005 >    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
2006 >    
2007 >    make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_met100",doPF,true);
2008 >    make_kin_plot("mll","mll>20&&met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_met100",doPF,true,true);
2009 >    make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee_met100",doPF,true);
2010 >    make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm_met100",doPF,true);
2011 >    
2012 >    
2013 >    make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets_met100",doPF);
2014 >    make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof_met100",doPF);
2015 >
2016 >    // Further inclusive invariant mass plots
2017 >    make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
2018 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
2019 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
2020 >    make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
2021 >    
2022 >    make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
2023 >    //if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
2024 >    
2025 >    
2026 >    // Number of jets
2027 >    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
2028 >    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
2029 >    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
2030 >    
2031 >    // Others
2032 >    make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
2033 >    //  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
2034 >    //  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
2035 >    make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
2036 >    make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
2037 >    make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
2038 >    make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
2039 >    make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
2040 >    //   stringstream jzbcut;
2041 >    //   jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
2042 >    //   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
2043 >    //   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);
2044 >    //   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);
2045 >    //   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);
2046 >    //   stringstream jzbcut2;
2047 >    //   jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
2048 >    //   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
2049 >    //   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);
2050 >    //   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);
2051 >    //   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);
2052 >    //   stringstream jzbcut3;
2053 >    //   jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
2054 >    //   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);  
2055 >    //   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);
2056 >    //   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);  
2057 >    //   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);  
2058 >    
2059 >    //   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);
2060 >    //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);
2061 >    //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);
2062 >  }
2063 >    
2064 >   make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
2065 >   make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
2066 >   make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
2067 >   make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
2068 >   make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
2069 >   make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
2070 >   make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
2071 >
2072 >   make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
2073 >   make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
2074 >
2075 >  switch_overunderflow(false);
2076   }
2077  
2078   void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
2079                       int nbins, float xmin, float xmax, bool log,
2080                       float ymin=0, float ymax=0, bool leftJustified=false ) {
2081 <      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
2081 >  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
2082  
2083    TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
2084    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__));
2085 <  if(var=="numVtx") cutWeight=TCut("1.0");
2085 >  //if(var=="numVtx") cutWeight=TCut("1.0");
2086    TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
2087    TCut jzbMC[]  = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
2088  
2089    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
2090    int nRegions=4;
2091 <  if(!PlottingSetup::RestrictToMassPeak) {
2091 >  if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
2092      nRegions=2;
2093    }
2094    
# Line 509 | Line 2106 | void make_comp_plot( string var, string
2106        TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
2107        ccomp->SetLogy(log);
2108        TH1F *datahisto = allsamples.Draw("datahisto",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
2109 <      TH1F *lm4histo = signalsamples.Draw("lm4histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
2109 >      TH1F *lm3histo  = signalsamples.Draw("lm3histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
2110        THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],  mc,  luminosity);
2111        datahisto->SetMarkerSize(DataMarkerSize);
2112        if (ymax>ymin) datahisto->SetMaximum(ymax);
2113 <      lm4histo->SetLineStyle(2);
2113 >      lm3histo->SetLineStyle(2);
2114        datahisto->Draw("e1");
2115 <      mcstack.Draw("same");
2115 >      mcstack.Draw("histo,same");
2116        datahisto->Draw("same,e1");
2117 < //      lm4histo->Draw("hist,same");
2117 >      lm3histo->Draw("hist,same");
2118        TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
2119        if ( leftJustified ) {
2120          Float_t w = kinleg->GetX2()-kinleg->GetX1();
2121          kinleg->SetX1(0.2);
2122          kinleg->SetX2(0.2+w);
2123        }
2124 < //      kinleg->AddEntry(lm4histo,"LM4","l");
2124 >      kinleg->AddEntry(lm3histo,"LM3","l");
2125        kinleg->Draw();
2126        TText* write_variable = write_text(0.99,0.01,var);
2127        write_variable->SetTextAlign(31);
# Line 533 | Line 2130 | void make_comp_plot( string var, string
2130        CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
2131        delete datahisto;
2132        delete ccomp;
2133 <      delete lm4histo;
2133 >      delete lm3histo;
2134      }
2135    cutWeight=weightbackup;
2136   }
# Line 543 | Line 2140 | void region_comparison_plots(string mcjz
2140    dout << "Creating comparison plots for signal and control regions" << endl;
2141    // Compare a few quantities in the signal region and all 7 control regions
2142  
2143 <  switch_overunderflow(true);  // switching overflow/underflow bins on
2143 > //  switch_overunderflow(true);  // switching overflow/underflow bins on
2144      
2145 <  
2145 >  switch_overunderflow(true);
2146      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
2147 <  for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
2147 >  for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
2148      float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
2149      float mll_low=50;float mll_high=170;
2150      if(!PlottingSetup::RestrictToMassPeak) {
2151 <        mll_high=200;
2152 <        mll_low=50;
2151 >        mll_high=300;
2152 >        mll_low=20;
2153      }
2154 <    make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
2154 >    make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
2155 >    make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
2156 >
2157 >    make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
2158      make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
2159 <    make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
2159 >    make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
2160 >    make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
2161      make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
2162 <    make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
2162 >    make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
2163      make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
2164      make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
2165 +    make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
2166 +    make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
2167    }
2168  
2169    switch_overunderflow(false); // switching overflow/underflow bins off
# Line 759 | Line 2362 | vector<TF1*> do_extended_fit_to_plot(TH1
2362   //      the line above is not necessary anymore as we're now looking at a prediction without Z+Jets, and not multiplied with (1.0/3)
2363    TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
2364    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2365 <  if(PlottingSetup::RestrictToMassPeak) ttbarlogpar->SetParameter(0,1.0/3*ttbarlogpar->GetParameter(0));//correcting for the fact that we didn't multiply with (1.0/3);
2365 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) ttbarlogpar->SetParameter(0,1.0/3*ttbarlogpar->GetParameter(0));//correcting for the fact that we didn't multiply with (1.0/3);
2366  
2367  
2368    TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
# Line 854 | Line 2457 | if you want to start from scratch (witho
2457    return return_functions;
2458   }
2459  
2460 < void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false,string subdir="" )
2460 > void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
2461   {
2462 <  // note: sigma is not used ATM
860 <  switch_overunderflow(true);
2462 >  
2463    bool is_data=false;
2464    bool use_signal=false;
2465    if(use_data==1) is_data=true;
2466    if(use_data==2) use_signal=true;
2467 <  int nbins=50;//100;
2468 <  if(is_data) nbins=50;
2467 >  int nbins=int(high/10);//100;
2468 >  if(is_data) nbins=int(high/10);
2469    float low=0;
2470 <  float hi=500;
2470 >  float hi=high;
2471 >  
2472 >  stringstream cutpositiveS;
2473 >  cutpositiveS << "(" << jzb << ">0)";
2474 >  TCut cutpositive(cutpositiveS.str().c_str());
2475 >  stringstream cutnegativeS;
2476 >  cutnegativeS << "(" << jzb << "<0)";
2477 >  TCut cutnegative(cutnegativeS.str().c_str());
2478    
870 –  stringstream largerzeroS;
871 –  largerzeroS << "("<<jzb<<">0)";
872 –  TCut largerzero(largerzeroS.str().c_str());
873 –  stringstream smallerzeroS;
874 –  smallerzeroS << "("<<jzb<<"<0)";
875 –  TCut smallerzero(smallerzeroS.str().c_str());
2479    
2480    TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
2481 <  TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
2482 <  TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
2483 <  TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
2484 <  TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
2481 >  TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2482 >  TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2483 >  TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2484 >  TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2485  
2486    blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
2487    blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
# Line 893 | Line 2496 | void do_prediction_plot(string jzb, TCan
2496    
2497    TH1F *RcorrJZBeemmNoS;
2498  
2499 <    //these are for the ratio
2500 <  
2501 <  TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
2502 <  TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
2503 <  TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
901 <  TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
2499 >  //these are for the ratio
2500 >  TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2501 >  TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2502 >  TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2503 >  TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2504    
2505    TH1F *JRcorrJZBSBem;
2506    TH1F *JLcorrJZBSBem;
2507    TH1F *JRcorrJZBSBeemm;
2508    TH1F *JLcorrJZBSBeemm;
2509    
2510 <  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);
2510 >  if(use_data==2 || overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,false);
2511  
2512    
2513 <  if(PlottingSetup::RestrictToMassPeak) {
2514 <    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
2515 <    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
2516 <    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
2517 <    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
2513 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2514 >    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2515 >    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2516 >    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2517 >    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2518      
2519      //these are for the ratio
2520 <    JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
2521 <    JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
2522 <    JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
2523 <    JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
2520 >    JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2521 >    JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2522 >    JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2523 >    JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2524    }
2525    
2526    TH1F *lm4RcorrJZBeemm;
2527 <  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"));
2527 >  if(overlay_signal || use_data == 2 || use_data == 1) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,allsamples.FindSample("LM"));
2528    
2529    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
2530    
# Line 931 | Line 2533 | void do_prediction_plot(string jzb, TCan
2533      
2534    TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
2535    TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
2536 <  if(PlottingSetup::RestrictToMassPeak) {
2536 >    
2537 >  TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
2538 >  ClearHisto(BpredSys);
2539 >    
2540 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2541      Bpred->Add(RcorrJZBem,1.0/3.);
2542      Bpred->Add(LcorrJZBem,-1.0/3.);
2543      Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 953 | Line 2559 | void do_prediction_plot(string jzb, TCan
2559      JBpred->Add(JLcorrJZBSBem,-1.0/3.);
2560      JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
2561      JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
2562 +      
2563 +    //Systematics:
2564 +    AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertONPEAK*zjetsestimateuncertONPEAK);
2565 +    AddSquared(BpredSys,JRcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
2566 +    AddSquared(BpredSys,JLcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
2567 +    AddSquared(BpredSys,JRcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
2568 +    AddSquared(BpredSys,JLcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
2569 +    AddSquared(BpredSys,JRcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
2570 +    AddSquared(BpredSys,JLcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
2571    } else {
2572      Bpred->Add(RcorrJZBem,1.0);
2573      Bpred->Add(LcorrJZBem,-1.0);
# Line 962 | Line 2577 | void do_prediction_plot(string jzb, TCan
2577      //these are for the ratio
2578      JBpred->Add(JRcorrJZBem,1.0);
2579      JBpred->Add(JLcorrJZBem,-1.0);
2580 +      
2581 +    //Systematics
2582 +    AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertOFFPEAK*zjetsestimateuncertOFFPEAK);
2583 +    AddSquared(BpredSys,JRcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
2584 +    AddSquared(BpredSys,JLcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
2585 +
2586    }
2587      
2588 <  
2589 <  
2588 >  SQRT(BpredSys);
2589 >  BpredSys->Divide(JBpred);
2590 >
2591    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
2592    TH1F *Tpred = (TH1F*)RcorrJZBem->Clone("Bpred");
2593    Tpred->Add(LcorrJZBem,-1.0);
2594 <  if(PlottingSetup::RestrictToMassPeak) {
2594 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2595      Tpred->Add(RcorrJZBSBem,1.0);
2596      Tpred->Add(LcorrJZBSBem,-1.0);
2597      Tpred->Add(RcorrJZBSBeemm,1.0);
# Line 1018 | Line 2640 | void do_prediction_plot(string jzb, TCan
2640      Bpred->Draw("hist,same");
2641      //analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
2642      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
2643 <    lm4RcorrJZBeemm->Draw("hist,same");
2643 >    //lm4RcorrJZBeemm->Draw("hist,same");
2644      legBpred->AddEntry(RcorrJZBeemm,"observed","p");
2645      legBpred->AddEntry(Bpred,"predicted","l");
2646 <    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
2647 <    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
2648 <    if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2646 > //    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
2647 > //    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
2648 > //     legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
2649      legBpred->Draw();
2650      DrawPrelim();
2651  
# Line 1033 | Line 2655 | void do_prediction_plot(string jzb, TCan
2655      Bpred->SetLineWidth(2);
2656      predcomppad->cd();
2657      predcomppad->SetLogy(1);
1036 –    
2658      TH1F *jzbnegative = (TH1F*)LcorrJZBeemm->Clone("jzbnegative");
2659      TH1F *sidebandsemu = (TH1F*)Bpred->Clone("sidebandsemu");
2660      sidebandsemu->Add(jzbnegative,-1);
# Line 1055 | Line 2676 | void do_prediction_plot(string jzb, TCan
2676   //    lm4RcorrJZBeemm->SetLineColor(kOrange+1);
2677      lm4RcorrJZBeemm->SetLineWidth(2);
2678      //lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
2679 <    lm4RcorrJZBeemm->Draw("histo,same");
2679 > //     lm4RcorrJZBeemm->Draw("histo,same");
2680      DrawPrelim();
2681      TLegend *speciallegBpred = make_legend("",0.45,0.55);
2682      //TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
2683      speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
2684      speciallegBpred->AddEntry(Bpred,"Total background","l");
2685      speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
2686 <    speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
2686 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
2687 >    else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
2688   //    speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
2689 <    speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2689 > //     speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2690      speciallegBpred->Draw();
2691 <    save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,use_data!=1,"data/pred");
2691 >    Save_With_Ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
2692 >    delete predcomppad;
2693      
2694      TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
2695 <    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
2695 >    specialcanv->SetLogy(1);
2696 > //    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
2697      blankback->Draw();
2698 <    kostack.Draw("same");
2698 > //    kostack.Draw("same");
2699 >    predcomposition.Draw("hist");
2700      Bpred->Draw("hist,same");
2701 <    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
2701 >    //analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
2702      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
2703      legBpred->Draw();
2704      DrawPrelim();
2705      CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
2706      Bpred->SetLineWidth((int)CurrentBpredLineWidth);
2707      
2708 +    
2709 +    //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;
2710 +    
2711      delete speciallegBpred;
2712      delete Zjetspred;
2713      delete TTbarpred;
# Line 1092 | Line 2720 | void do_prediction_plot(string jzb, TCan
2720      Bpred->Draw("hist,same");
2721      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
2722      legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
2723 <    legBpred->AddEntry(Bpred,"MC predicted","l");
2723 >    legBpred->AddEntry(Bpred,"MC predicted","l");    
2724      if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
2725      if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
2726 <    if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2726 > //     if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2727      legBpred->Draw();
2728      DrawMCPrelim();
2729      Bpredsaveas="Bpred_MC";
# Line 1127 | Line 2755 | void do_prediction_plot(string jzb, TCan
2755        
2756        RcorrJZBeemmNoS->SetLineStyle(2);
2757        legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
2758 <      legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
2758 > //       legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
2759        legBpred2->Draw();
2760        RcorrJZBeemmNoS->SetLineColor(TColor::GetColor("#61210B"));
2761        RcorrJZBeemmNoS->Draw("histo,same");
# Line 1144 | Line 2772 | void do_prediction_plot(string jzb, TCan
2772    string ytitle("ratio");
2773    if ( use_data==1 ) ytitle = "data/pred";
2774    //save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
2775 <  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle);//not extending the y range anymore up to 4
2775 >  Save_With_Ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
2776 >  
2777 >  delete kinpad;
2778 >
2779  
2780    
2781    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2782 <  /// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
2783 <  if(PlottingSetup::RestrictToMassPeak) {
2782 >  // The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
2783 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2784      TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
2785      Bpredem->Add(RcorrJZBem);
2786      Bpredem->Add(LcorrJZBem,-1);
# Line 1204 | Line 2835 | void do_prediction_plot(string jzb, TCan
2835        legBpredc->AddEntry(Bpredem,"MC OFZP","l");
2836        legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
2837        legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
2838 <      if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2838 > //       if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2839        legBpredc->Draw();
2840        CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
2841      }
2842    }
2843    
2844 +  TFile *f = new TFile("tester.root","RECREATE");
2845 +  RcorrJZBeemm->Write();
2846 +  Bpred->Write();
2847 +  f->Close();
2848 +  
2849    delete RcorrJZBeemm;
2850    delete LcorrJZBeemm;
2851    delete RcorrJZBem;
# Line 1222 | Line 2858 | void do_prediction_plot(string jzb, TCan
2858  
2859    delete blankback;
2860    
2861 <  if(PlottingSetup::RestrictToMassPeak) {
2861 >  delete BpredSys;
2862 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2863      delete RcorrJZBSBem;
2864      delete LcorrJZBSBem;
2865      delete RcorrJZBSBeemm;
# Line 1234 | Line 2871 | void do_prediction_plot(string jzb, TCan
2871      delete JLcorrJZBSBeemm;
2872    }
2873    if(overlay_signal || use_data==2) delete lm4RcorrJZBeemm;
1237 –  switch_overunderflow(false);
2874   }
2875  
2876   void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
2877 +  switch_overunderflow(true);
2878    TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
2879 <  do_prediction_plot(datajzb,globalcanvas,DataSigma,jzbHigh ,data,overlay_signal);
2879 >  do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
2880    if ( !PlottingSetup::Approved ) {
2881 <    do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mc,overlay_signal);
2882 <    do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mcwithsignal,overlay_signal);
2881 >    do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
2882 >    do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
2883    } else {
2884      write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
2885    }
2886 < }
2887 <
1251 < void do_ratio_plot(int is_data,vector<float> binning, string jzb, TCanvas *can, float high=-9999) {
1252 <  bool do_data=0;
1253 <  bool dosignal=0;
1254 <  if(is_data==1) do_data=1;
1255 <  if(is_data==2) dosignal=1;
1256 <  TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1257 <  TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1258 <  TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1259 <  TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1260 <  
1261 <  TH1F *RcorrJZBSBem;
1262 <  TH1F *LcorrJZBSBem;
1263 <  TH1F *RcorrJZBSBeemm;
1264 <  TH1F *LcorrJZBSbeemm;
1265 <  
1266 <  if(PlottingSetup::RestrictToMassPeak) {
1267 <    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1268 <    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1269 <    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1270 <    LcorrJZBSbeemm = allsamples.Draw("LcorrJZBSbeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1271 <  }
1272 <  
1273 <
1274 <
1275 <
1276 <  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1277 <  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
1278 <  if(PlottingSetup::RestrictToMassPeak) {
1279 <    Bpred->Add(RcorrJZBem,1.0/3);
1280 <    Bpred->Add(LcorrJZBem,-1.0/3);
1281 <    Bpred->Add(RcorrJZBSBem,1.0/3);
1282 <    Bpred->Add(LcorrJZBSBem,-1.0/3);
1283 <    Bpred->Add(RcorrJZBSBeemm,1.0/3);
1284 <    Bpred->Add(LcorrJZBSbeemm,-1.0/3);
1285 <  } else {
1286 <    Bpred->Add(RcorrJZBem,1.0);
1287 <    Bpred->Add(LcorrJZBem,-1.0);
1288 <  }
1289 <
1290 <  can->cd();
1291 <  can->SetLogy(0);
1292 <  Bpred->SetLineColor(kRed);
1293 <  Bpred->SetStats(0);
1294 <  if(high>0) Bpred->GetXaxis()->SetRangeUser(0,high);
1295 <  TH1F *JZBratioforfitting=(TH1F*)RcorrJZBeemm->Clone("JZBratioforfitting");
1296 <  JZBratioforfitting->Divide(Bpred);
1297 <  TGraphAsymmErrors *JZBratio = histRatio(RcorrJZBeemm,Bpred,is_data,binning,false);
1298 <  
1299 <  
1300 <  JZBratio->SetTitle("");
1301 <  JZBratio->GetYaxis()->SetRangeUser(0.0,9.0);
1302 < //  if(is_data==1) JZBratio->GetXaxis()->SetRangeUser(0,jzbHigh );
1303 <  
1304 <  TF1 *pol0 = new TF1("pol0","[0]",0,1000);
1305 <  TF1 *pol0d = new TF1("pol0","[0]",0,1000);
1306 < //  straightline_fit->SetParameter(0,1);
1307 <  JZBratioforfitting->Fit(pol0,"Q0R","",0,30);
1308 <  pol0d->SetParameter(0,pol0->GetParameter(0));
1309 <  
1310 <  JZBratio->GetYaxis()->SetTitle("Observed/Predicted");
1311 <  JZBratio->GetXaxis()->SetTitle("JZB [GeV]");
1312 <  if ( high>0 ) JZBratio->GetXaxis()->SetRangeUser(0.0,high);
1313 <  JZBratio->GetYaxis()->SetNdivisions(519);
1314 <  JZBratio->GetYaxis()->SetRangeUser(0.0,4.0);
1315 <  JZBratio->GetYaxis()->CenterTitle();
1316 <  JZBratio->GetXaxis()->CenterTitle();
1317 <  JZBratio->SetMarkerSize(DataMarkerSize);
1318 <  JZBratio->Draw("AP");
1319 <  /////----------------------------
1320 <  TPaveText *writeresult = new TPaveText(0.15,0.78,0.49,0.91,"blNDC");
1321 <  writeresult->SetFillStyle(4000);
1322 <  writeresult->SetFillColor(kWhite);
1323 <  writeresult->SetTextFont(42);
1324 <  writeresult->SetTextSize(0.03);
1325 <  writeresult->SetTextAlign(12);
1326 <  ostringstream jzb_agreement_data_text;
1327 <  jzb_agreement_data_text<< setprecision(2) << "mean =" << pol0->GetParameter(0) << " #pm " << setprecision(1) <<  pol0->GetParError(0);
1328 <  if(is_data==1) fitresultconstdata=pol0->GetParameter(0);// data
1329 <  if(is_data==0) fitresultconstmc=pol0->GetParameter(0); // monte carlo, no signal
1330 < /*  if(is_data) writeresult->AddText("Data closure test");
1331 <  else writeresult->AddText("MC closure test");
1332 <  */
1333 <  writeresult->AddText(jzb_agreement_data_text.str().c_str());
1334 < //  writeresult->Draw("same");
1335 < //  pol0d->Draw("same");
1336 <  TF1 *topline =  new TF1("","1.5",0,1000);
1337 <  TF1 *bottomline =  new TF1("","0.5",0,1000);
1338 <  topline->SetLineColor(kBlue);
1339 <  topline->SetLineStyle(2);
1340 <  bottomline->SetLineColor(kBlue);
1341 <  bottomline->SetLineStyle(2);
1342 < //  topline->Draw("same");
1343 < //  bottomline->Draw("same");
1344 <  TF1 *oneline = new TF1("","1.0",0,1000);
1345 <  oneline->SetLineColor(kBlue);
1346 <  oneline->SetLineStyle(1);
1347 <  oneline->Draw("same");
1348 <  TLegend *phony_leg = make_legend("ratio",0.6,0.55,false);//this line is just to have the default CMS Preliminary (...) on the canvas as well.
1349 <  if(is_data==1) DrawPrelim();
1350 <  else DrawMCPrelim();
1351 <  TLegend *leg = new TLegend(0.55,0.75,0.89,0.89);
1352 <  leg->SetTextFont(42);
1353 <  leg->SetTextSize(0.04);
1354 < //   if(is_data==1) leg->SetHeader("Ratio (data)");
1355 < //   else leg->SetHeader("Ratio (MC)");
1356 <
1357 <  TString MCtitle("MC ");
1358 <  if (is_data==1) MCtitle = "";
1359 <
1360 <  leg->SetFillStyle(4000);
1361 <  leg->SetFillColor(kWhite);
1362 <  leg->SetTextFont(42);
1363 < //  leg->AddEntry(topline,"+20\% sys envelope","l");
1364 <  leg->AddEntry(JZBratio,MCtitle+"obs / "+MCtitle+"pred","p");
1365 <  leg->AddEntry(oneline,"ratio = 1","l");
1366 < //  leg->AddEntry(pol0d,"fit in [0,30] GeV","l");
1367 < //  leg->AddEntry(bottomline,"#pm50% envelope","l");
1368 <
1369 <
1370 <  //leg->Draw("same"); // no longer drawing legend
1371 <
1372 <  if(is_data==1) CompleteSave(can, "jzb_ratio_data");
1373 <  if(is_data==0) CompleteSave(can, "jzb_ratio_mc");
1374 <  if(is_data==2) CompleteSave(can, "jzb_ratio_mc_BandS");//special case, MC with signal!
1375 <  
1376 <  delete RcorrJZBeemm;
1377 <  delete LcorrJZBeemm;
1378 <  delete RcorrJZBem;
1379 <  delete LcorrJZBem;
1380 <  
1381 <  delete RcorrJZBSBem;
1382 <  delete LcorrJZBSBem;
1383 <  delete RcorrJZBSBeemm;
1384 <  delete LcorrJZBSbeemm;
1385 < }
1386 <
1387 < void do_ratio_plots(string mcjzb,string datajzb,vector<float> ratio_binning) {
1388 <  TCanvas *globalc = new TCanvas("globalc","Ratio Plot Canvas");
1389 <  globalc->SetLogy(0);
1390 <  
1391 <  do_ratio_plot(mc,ratio_binning,mcjzb,globalc, jzbHigh  );
1392 <  do_ratio_plot(data,ratio_binning,datajzb,globalc, jzbHigh  );
1393 <  do_ratio_plot(mcwithsignal,ratio_binning,mcjzb,globalc, jzbHigh  );
2886 >  delete globalcanvas;
2887 >  switch_overunderflow(false);
2888   }
2889  
2890   string give_jzb_expression(float peak, int type) {
# Line 1477 | Line 2971 | void lepton_comparison_plots() {
2971    eemmlegend->AddEntry(jmmd,"#mu#mu","l");
2972    eemmlegend->Draw();
2973    DrawPrelim();
2974 <  save_with_ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
2974 >  Save_With_Ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
2975    
2976    TH1F *zjeed = allsamples.Draw("zjeed",jzbvariablemc,    int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==0)",mc,  luminosity,allsamples.FindSample("/DY"));
2977    TH1F *zjmmd = allsamples.Draw("zjmmd",jzbvariablemc,    int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==1)",mc,  luminosity,allsamples.FindSample("/DY"));
# Line 1578 | Line 3072 | void draw_pure_jzb_histo(TCut cut,string
3072    datahisto->SetMinimum(0.1);
3073    datahisto->SetMarkerSize(DataMarkerSize);
3074    datahisto->Draw("e1");
3075 <  mcstack.Draw("same");
3075 >  mcstack.Draw("histo,same");
3076    datahisto->Draw("same,e1");
3077    
3078    TLegend *leg;
3079 <  if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
3080 <  else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
3081 <  else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
3082 <  else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
3083 <  else {
3084 <    std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
3085 <    exit(-1);
3086 <      }
3079 >  if (!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
3080 >    if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
3081 >    else leg = allsamples.allbglegend("Same flavor",datahisto);
3082 >  } else {
3083 >    if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
3084 >    else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
3085 >    else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
3086 >    else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
3087 >    else {
3088 >      std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
3089 >      exit(-1);
3090 >    }
3091 >  }
3092    leg->Draw();
3093    string write_cut = decipher_cut(cut,"");
3094    TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
3095    writeline1->SetTextSize(0.035);
3096    writeline1->Draw();
3097 <  if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
3098 <  else save_with_ratio(datahisto,mcstack,jzbpad->cd(),savename);
3097 >  if(!Contains(savename,"Dibosons")) Save_With_Ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
3098 >  else Save_With_Ratio(datahisto,mcstack,jzbpad->cd(),savename);
3099    TPad *jzbpad2 = new TPad("jzbpad2","jzbpad2",0,0,1,1);
3100    jzbpad2->cd();
3101    jzbpad2->SetLogy(1);
# Line 1604 | Line 3103 | void draw_pure_jzb_histo(TCut cut,string
3103    datahisto->SetMinimum(0.1);
3104    datahisto->SetMarkerSize(DataMarkerSize);
3105    datahisto->Draw("e1");
3106 <  mcstack.Draw("same");
3106 >  mcstack.Draw("histo,same");
3107    datahisto->Draw("same,e1");
3108    leg->SetHeader("");
3109    leg->Draw();
3110    writeline1->SetTextSize(0.035);
3111    writeline1->Draw();
3112    DrawPrelim();
3113 <  if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
3114 <  else save_with_ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
3113 >  if(!Contains(savename,"Dibosons")) Save_With_Ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
3114 >  else Save_With_Ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
3115    datahisto->Delete();
3116    mcstack.Delete();
3117   }
# Line 1640 | Line 3139 | void produce_stretched_jzb_plots(string
3139    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
3140    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
3141    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
3142 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
3143 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
3142 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
3143 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
3144    
3145    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
3146    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
3147 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
3148 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
3147 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
3148 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
3149    
3150    delete dican;
3151   }
3152    
3153  
3154   void diboson_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
3155 +  switch_overunderflow(true);
3156    vector<int> SamplesToBeModified = allsamples.FindSampleBySampleName("WW/WZ/ZZ");
3157    
3158    if(SamplesToBeModified.size()==0 || SamplesToBeModified[0]==-1) {
# Line 1665 | Line 3165 | void diboson_plots(string mcjzb, string
3165    
3166    
3167    dout << "Going to increase the cross section for diboson samples ... " << endl;
3168 <  for(int i=0;i<SamplesToBeModified.size();i++) {
3168 >  for(int i=0;i<(int)SamplesToBeModified.size();i++) {
3169      float origxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
3170      (allsamples.collection)[SamplesToBeModified[i]].xs=origxs*stretchfactor;
3171      dout << "     Increased xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].filename << " from " << origxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ")" << endl;
# Line 1677 | Line 3177 | void diboson_plots(string mcjzb, string
3177    dout << "Going to produce JZB plots" << endl;
3178    produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
3179    TCanvas *gloca = new TCanvas("gloca","gloca");
1680 –  float sigma=123456;
3180    
3181    dout << "Going to produce prediction plots" << endl;
3182 <  do_prediction_plot(mcjzb, gloca, sigma, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
3183 <  do_prediction_plot(mcjzb, gloca, sigma, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
3182 >  do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
3183 >  do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
3184    delete gloca;
3185  
3186    dout << "Going to reset the cross section for diboson samples ... " << endl;
3187 <  for(int i=0;i<SamplesToBeModified.size();i++) {
3187 >  for(int i=0;i<(int)SamplesToBeModified.size();i++) {
3188      float Upxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
3189      (allsamples.collection)[SamplesToBeModified[i]].xs=(allsamples.collection)[SamplesToBeModified[i]].xs*(1.0/stretchfactor);
3190      string Upname=(allsamples.collection)[SamplesToBeModified[i]].samplename;
# Line 1693 | Line 3192 | void diboson_plots(string mcjzb, string
3192      dout << "     Reset xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " from " << Upxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ") and reset the correct name (from " << Upname << ")" << endl;
3193      
3194    }
3195 + //   switch_overunderflow(false);
3196 + }
3197 +
3198 +
3199 + void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
3200 +  TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
3201 +  jzbpad->cd();
3202 +  jzbpad->SetLogy(1);
3203 +  string xlabel="JZB [GeV]";
3204 +
3205 +  TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
3206 +  datahisto1->SetLineColor(kRed);
3207 +  datahisto1->SetMarkerColor(kRed);
3208 +  TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
3209 +  datahisto2->SetLineColor(kBlue);
3210 +  datahisto2->SetMarkerColor(kBlue);
3211 +  
3212 +  datahisto2->SetMarkerSize(DataMarkerSize);
3213 +  datahisto1->DrawNormalized("e1");
3214 +  datahisto2->DrawNormalized("histo,same");
3215 +  datahisto1->DrawNormalized("same,e1");
3216 +  
3217 +  TLegend *leg = make_legend();
3218 +  leg->AddEntry(datahisto1,legentry1.c_str());
3219 +  leg->AddEntry(datahisto2,legentry2.c_str());
3220 +  leg->Draw();
3221    
3222 +  Save_With_Ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
3223 +  
3224 +  datahisto1->Delete();
3225 +  datahisto2->Delete();
3226   }
3227 +
3228 +
3229   void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
3230 +  switch_overunderflow(true);
3231    TCanvas *can = new TCanvas("can","JZB Plots Canvas");
3232    float max=jzbHigh ;
3233    float min=-120;
# Line 1716 | Line 3248 | void jzb_plots(string mcjzb, string data
3248      draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
3249      draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
3250      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
3251 <    if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
3252 <    if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
3251 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
3252 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
3253 >    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);
3254 >    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);
3255 >    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);
3256 >
3257    }
3258    
3259    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
3260    if ( !PlottingSetup::Approved ) {
3261      draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
3262      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
3263 <    if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
3264 <    if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
3263 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
3264 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
3265    }
3266    delete can;
3267 +  switch_overunderflow(false);
3268   }
3269  
3270  
# Line 1777 | Line 3314 | void compute_MC_yields(string mcjzb,vect
3314    TCanvas *yica = new TCanvas("yica","yield canvas");
3315    
3316    int nRegions=4;
3317 <  if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
3317 >  if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
3318    string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
3319    string posneg[] = {"pos","neg"};
3320    TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
3321  
3322 <  for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
3322 >  for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
3323      TCut jzbMC[]  = { give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos"), give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg") };
3324      dout << "_________________________________________________________" << endl;
3325      dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
3326 <    for(int isample=0;isample<(allsamples.collection).size();isample++) {
3326 >    for(int isample=0;isample<(int)(allsamples.collection).size();isample++) {
3327        if(!(allsamples.collection)[isample].is_data) dout << (allsamples.collection)[isample].samplename << "  &  ";
3328        else dout << "Sample & ";
3329        for(int iregion=0;iregion<nRegions;iregion++) {
# Line 2045 | Line 3582 | void draw_ttbar_and_zjets_shape_for_one_
3582  
3583   void draw_ttbar_and_zjets_shape(string mcjzb, string datajzb) {
3584    int all_leptons=-1;
2048 –  int electrons_only=0;
2049 –  int mu_only=1;
2050 –  int twojetswith50gev=1;
3585    int threejetswith30gev=0;
3586   /*  
3587 +  int twojetswith50gev=1;
3588 +  int electrons_only=0;
3589 +  int mu_only=1;
3590 +
3591    draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,twojetswith50gev);
3592    draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev);
3593    
# Line 2063 | Line 3601 | void draw_ttbar_and_zjets_shape(string m
3601    draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
3602   }
3603  
3604 < void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2067 <  //first: colorful plots
3604 > float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
3605    TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
3606    cancorr->SetLogz();
3607    cancorr->SetRightMargin(0.13);
3608 <  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
3609 <  TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)");
3608 >  TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
3609 >
3610 >  if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
3611    TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
3612 <  (allsamples.collection)[allsamples.FindSample("Data")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotd",zptforresponsepresentation);
3612 >  niceresponseplotd->Sumw2();
3613 >  TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
3614 >  vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
3615 >  for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
3616 >    if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
3617 >    if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
3618 >    
3619 >    dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
3620 >    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
3621 >    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
3622 >  }
3623 >  niceresponseplotd->Add(emuResponse,-1);
3624 >  
3625    niceresponseplotd->SetStats(0);
3626    niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
3627    niceresponseplotd->GetYaxis()->SetTitle("Response");
# Line 2079 | Line 3629 | void find_correction_factors(string &jzb
3629    niceresponseplotd->GetYaxis()->CenterTitle();
3630    niceresponseplotd->Draw("COLZ");
3631    TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
3632 +  profd->Rebin(2);
3633    profd->SetMarkerSize(DataMarkerSize);
3634 <  profd->Fit("pol0","","same,e1",30,400);
3634 >  profd->Fit("pol0","","same,e1",100,400);
3635    DrawPrelim();
3636 <  TText* title = write_text(0.5,0.7,"Data");
3636 >  string stitle="Data";
3637 >  if(!Contains(FindKeyword,"Data")) stitle="MC";
3638 >  TText* title = write_text(0.5,0.7,stitle.c_str());
3639    title->SetTextAlign(12);
3640    title->Draw();
3641    TF1 *datapol=(TF1*)profd->GetFunction("pol0");
3642 <  float datacorrection=datapol->GetParameter(0);
3643 <  stringstream dataresstring;
3644 <  dataresstring<<"Response: "<<std::setprecision(2)<<100*datacorrection<<" %";
3645 <  TText* restitle = write_text(0.5,0.65,dataresstring.str());
3642 >  float correction=datapol->GetParameter(0);
3643 >  stringstream resstring;
3644 >  resstring<<"Response: "<<std::setprecision(2)<<100*correction<<" %";
3645 >  TText* restitle = write_text(0.5,0.65,resstring.str());
3646    restitle->SetTextAlign(12);
3647    restitle->SetTextSize(0.03);
3648    restitle->Draw();
3649 <  CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_Data");
3650 <  
3651 <  TH2F *niceresponseplotm = new TH2F("niceresponseplotm","",100,0,600,100,0,5);
3652 <  (allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotm",zptforresponsepresentation);
3653 <  niceresponseplotm->SetStats(0);
3654 <  niceresponseplotm->GetXaxis()->SetTitle("Z p_{T} [GeV]");
3655 <  niceresponseplotm->GetYaxis()->SetTitle("Response");
3656 <  niceresponseplotm->GetXaxis()->CenterTitle();
2104 <  niceresponseplotm->GetYaxis()->CenterTitle();
2105 <  niceresponseplotm->Draw("COLZ");
2106 <  (allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt",zptforresponsepresentation,"PROF,same");
2107 <  TProfile * profm = (TProfile*)niceresponseplotm->ProfileX();
2108 <  profm->SetMarkerSize(DataMarkerSize);
2109 <  profm->Fit("pol0","","same,e1",30,400);
2110 <  DrawMCPrelim();
2111 <  title = write_text(0.5,0.7,"MC simulation");
2112 <  title->SetTextAlign(12);
2113 <  title->Draw();
2114 <  TF1 *mcpol=(TF1*)profm->GetFunction("pol0");
2115 <  float mccorrection=mcpol->GetParameter(0);
2116 <  stringstream mcresstring;
2117 <  mcresstring<<"Response: "<<std::setprecision(2)<<100*mccorrection<<" %";
2118 <  TText* mcrestitle = write_text(0.5,0.65,mcresstring.str());
2119 <  mcrestitle->SetTextAlign(12);
2120 <  mcrestitle->SetTextSize(0.03);
2121 <  mcrestitle->Draw();
2122 <  CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_MC");
3649 >  CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
3650 >  delete cancorr;
3651 >  delete niceresponseplotd;
3652 >  delete profd;
3653 >  return correction;
3654 > }
3655 >
3656 > void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
3657    
3658 +  dout << "Computing response corrections: " << endl;
3659 +  //Step 1 : Get results
3660 +  float datacorrection=find_one_correction_factor("Data",true,"","Data");
3661 +  float mccorrection=find_one_correction_factor("DY",false,"","MC");
3662 +  
3663 +  float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
3664 +  float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
3665 +  
3666 +  float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
3667 +  float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
3668 +  
3669 +  cout << "Corrections : " << endl;
3670 +  cout << "   Data : " << datacorrection << endl;
3671 +  cout << "     ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
3672 +  cout << "   MC : " << mccorrection << endl;
3673 +  cout << "     ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
3674    
3675 <  //Step 2: Getting the result
2126 < //  TCut zptcutforresponse("pt>30&&pt<300&&TMath::Abs(91.2-mll)<20&&id1==id2&&(ch1*ch2<0)");
3675 >  //Step 2: Processing the result and making it into something useful :-)
3676    stringstream jzbvardatas;
3677 <  if(datacorrection>1) jzbvardatas<<"(jzb[1]-"<<datacorrection-1<<"*pt)";
3678 <  if(datacorrection<1) jzbvardatas<<"(jzb[1]+"<<1-datacorrection<<"*pt)";
3677 >  jzbvardatas << "(";
3678 >  
3679 >  if(dataEEcorrection>=1) jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]-" << dataEEcorrection-1 << "*pt))";
3680 >  if(dataEEcorrection<1)  jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-dataEEcorrection << "*pt))";
3681 >  
3682 >  if(dataMMcorrection>=1) jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]-" << dataMMcorrection-1 << "*pt))";
3683 >  if(dataMMcorrection<1)  jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-dataMMcorrection << "*pt))";
3684 >  
3685 >  float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
3686 >  
3687 >  if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)*(jzb[1]-" << datacorrection-1 << "*pt))";
3688 >  if(datacorrection<1) jzbvardatas<<"+((id1!=id2)*(jzb[1]+" << 1-datacorrection << "*pt))";
3689 >  
3690 >  jzbvardatas << ")";
3691    jzbvardata=jzbvardatas.str();
3692 +  
3693    stringstream jzbvarmcs;
3694 <  if(mccorrection>1) jzbvarmcs<<"(jzb[1]-"<<mccorrection-1<<"*pt)";
3695 <  if(mccorrection<1) jzbvarmcs<<"(jzb[1]+"<<1-mccorrection<<"*pt)";
3694 >  jzbvarmcs << "(";
3695 >  
3696 >  if(mcEEcorrection>=1) jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]-" << mcEEcorrection-1 << "*pt))";
3697 >  if(mcEEcorrection<1)  jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-mcEEcorrection << "*pt))";
3698 >  
3699 >  if(mcMMcorrection>=1) jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]-" << mcMMcorrection-1 << "*pt))";
3700 >  if(mcMMcorrection<1)  jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-mcMMcorrection << "*pt))";
3701 >  
3702 >  float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
3703 >  
3704 >  if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]-" << mccorrection-1 << "*pt))";
3705 >  if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]+" << 1-mccorrection << "*pt))";
3706 >  
3707 >  jzbvarmcs << ")";
3708    jzbvarmc=jzbvarmcs.str();
3709 +
3710    dout << "JZB Z pt correction summary : " << endl;
3711    dout << "  Data: The response is " << datacorrection << "  --> jzb variable is now : " << jzbvardata << endl;
3712    dout << "  MC  : The response is " << mccorrection << "  --> jzb variable is now : " << jzbvarmc << endl;
3713 +  
3714   }
3715  
3716   void pick_up_events(string cut) {
# Line 2142 | Line 3718 | void pick_up_events(string cut) {
3718    allsamples.PickUpEvents(cut);
3719   }
3720  
3721 < void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError) {
3721 > void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
3722    dout << "Saving configuration template!" << endl;
3723    ofstream configfile;
3724    configfile.open("../DistributedModelCalculations/last_configuration.C");
# Line 2162 | Line 3738 | void save_template(string mcjzb, string
3738    configfile<<"string datajzb=\"datajzb_ERROR\";\n";
3739    configfile<<"string mcjzb=\"mcjzb_ERROR\";\n";
3740    configfile<<"vector<float>jzb_cuts;\n";
3741 +  configfile<<"vector<float>jzb_shape_limit_bins;\n";
3742    configfile<<"float MCPeakError=-999;\n";
3743    configfile<<"float DataPeakError=-999;\n";
3744    configfile<<"}\n\n";
# Line 2171 | Line 3748 | void save_template(string mcjzb, string
3748    configfile<<"mcjzb=\""<<mcjzb<<"\";\n\n";
3749    configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n";
3750    configfile<<"DataPeakError="<<DataPeakError<<";\n\n";
3751 <  for(int i=0;i<jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3751 >  for(int i=0;i<(int)jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3752    configfile<<"\n\n";
3753 <  for(int i=0;i<Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3754 <  for(int i=0;i<Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3755 <  for(int i=0;i<Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3753 >  for(int i=0;i<(int)Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3754 >  for(int i=0;i<(int)Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3755 >  for(int i=0;i<(int)Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3756 >  configfile<<"\n\n";
3757 >  for(int i=0;i<(int)flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3758 >  for(int i=0;i<(int)flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3759 >  for(int i=0;i<(int)flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3760 >  for(int i=0;i<(int)jzb_shape_limit_bins.size();i++) configfile<<"jzb_shape_limit_bins.push_back("<<jzb_shape_limit_bins[i]<<"); // JZB shape bin boundary at " << jzb_shape_limit_bins[i] << "\n";
3761    configfile<<"\n\n";
2180 –  for(int i=0;i<flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2181 –  for(int i=0;i<flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2182 –  for(int i=0;i<flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3762    configfile<<"\n\n";
3763    configfile<<"luminosity="<<luminosity<<";\n";
3764    configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
3765 +  configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
3766    
3767    configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
3768    
# Line 2205 | Line 3785 | void draw_all_ttbar_histos(TCanvas *can,
3785    float max=histos[0]->GetMaximum();
3786    if(manualmin>=0) min=manualmin;
3787    else {
3788 <    for(int i=1;i<histos.size();i++) {
3788 >    for(int i=1;i<(int)histos.size();i++) {
3789        float curmin=get_nonzero_minimum(histos[i]);
3790        float curmax=histos[i]->GetMaximum();
3791        if(curmin<min) min=curmin;
# Line 2216 | Line 3796 | void draw_all_ttbar_histos(TCanvas *can,
3796    histos[0]->Draw(drawoption.c_str());
3797    stringstream drawopt;
3798    drawopt << drawoption << ",same";
3799 <  for(int i=1;i<histos.size();i++) {
3799 >  for(int i=1;i<(int)histos.size();i++) {
3800      histos[i]->Draw(drawopt.str().c_str());
3801    }
3802   }
# Line 2225 | Line 3805 | void ttbar_sidebands_comparison(string m
3805    //in the case of the on peak analysis, we compare the 3 control regions to the real value
3806    //in the case of the OFF peak analysis, we compare our control region to the real value
3807    TCut weightbackup=cutWeight;
3808 <  cutWeight="1.0";
3809 <  float simulatedlumi = luminosity; //in pb please - adjust to your likings
3808 >  switch_overunderflow(true);
3809 >  
3810 >  bool doPURW=false;
3811    
3812 +  
3813 +  if(!doPURW) {
3814 +    dout << "Not doing PU reweighting for ttbar closure test" << endl;
3815 +    cutWeight="1.0";
3816 +    // Do it without PU re-weighting
3817 +    float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3818 +    stringstream resultsNoPU;
3819 +    stringstream noPUdatajzb;
3820 +    stringstream noPUmcjzb;
3821 +    
3822 +    stringstream mcjzbnoPU;
3823 +    find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
3824 +    mcjzb = noPUmcjzb.str();
3825 +  }
3826  
3827 <  TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3828 <  TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3827 >      
3828 >  float simulatedlumi = luminosity; //in pb please - adjust to your likings
3829 >
3830 >  TH1F *TZem  = allsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
3831 >  TH1F *nTZem = allsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
3832    TH1F *TSem;
3833    TH1F *nTSem;
3834 <  TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3835 <  TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3834 >  TH1F *TZeemm  = allsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
3835 >  TH1F *nTZeemm = allsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
3836    TH1F *TSeemm;
3837    TH1F *nTSeemm;
3838    
3839 <  if(PlottingSetup::RestrictToMassPeak) {
3840 <    TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3841 <    nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3842 <    TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3843 <    nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3839 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3840 >    TSem    = allsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
3841 >    nTSem   = allsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
3842 >    TSeemm  = allsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
3843 >    nTSeemm = allsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
3844    }
3845  
3846    TCanvas *tcan = new TCanvas("tcan","tcan");
2249 –  
3847    tcan->SetLogy(1);
3848    
3849    TZeemm->SetLineColor(kBlack);
# Line 2255 | Line 3852 | void ttbar_sidebands_comparison(string m
3852    TZem->SetMarkerColor(kRed);
3853  
3854  
3855 <  if(PlottingSetup::RestrictToMassPeak) {
3855 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3856          TSem->SetLineColor(TColor::GetColor("#00A616"));
3857          TSeemm->SetLineColor(kMagenta+2);
3858          TSem->SetMarkerColor(TColor::GetColor("#00A616"));
# Line 2265 | Line 3862 | void ttbar_sidebands_comparison(string m
3862    }
3863    
3864    vector<TH1F*> histos;
3865 +  TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
3866 +  TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
3867    histos.push_back(TZem);
3868    histos.push_back(TZeemm);
3869 <  if(PlottingSetup::RestrictToMassPeak) {
3869 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3870 >    TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
3871 >    TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
3872      histos.push_back(TSem);
3873      histos.push_back(TSeemm);
3874    }
3875 <  draw_all_ttbar_histos(tcan,histos,"histo",0.04);
3875 >  draw_all_ttbar_histos(tcan,histos,"histo",8);
3876    
3877    TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
3878    leg->AddEntry(TZeemm,"SFZP","l");
3879    leg->AddEntry(TZem,"OFZP","l");
3880 <  if(PlottingSetup::RestrictToMassPeak) {
3880 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3881      leg->AddEntry(TSeemm,"SFSB","l");
3882      leg->AddEntry(TSem,"OFSB","l");
3883    }
3884    leg->Draw("same");
3885    DrawMCPrelim(simulatedlumi);
3886    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison");
3887 < cout << __LINE__ << endl;  
3887 >  
3888    TH1F *TZemcopy = (TH1F*)TZem->Clone("TZemcopy");
2288 – cout << __LINE__ << endl;  
3889    TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
2290 – cout << __LINE__ << endl;  
3890    TH1F *TSeemmcopy;
3891    TH1F *TSemcopy;
3892 <  if(PlottingSetup::RestrictToMassPeak) {
3892 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3893      TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
3894      TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
3895    }
3896  
3897    TZem->Divide(TZeemm);
3898    TZem->SetMarkerStyle(21);
3899 <  if(PlottingSetup::RestrictToMassPeak) {
3899 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3900      TSem->Divide(TZeemm);
3901      TSeemm->Divide(TZeemm);
3902      TSem->SetMarkerStyle(24);
3903      TSeemm->SetMarkerStyle(32);
3904 < }
3904 >  }
3905  
3906    tcan->SetLogy(0);
3907    TZem->GetYaxis()->SetRangeUser(0,2.5);
3908    TZem->GetYaxis()->SetTitle("ratio");
3909    TZem->Draw();
3910 <  if(PlottingSetup::RestrictToMassPeak) {
3910 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3911      TSem->Draw("same");
3912      TSeemm->Draw("same");
3913    }
3914    
3915 <  float linepos=0.25;
3916 <  if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
3917 <  if(!PlottingSetup::RestrictToMassPeak) linepos=0.1; //sys uncertainty for iJZB
3915 >  float linepos=emuncertONPEAK;
3916 >  if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
3917 >  
3918    TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
3919    TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
3920    TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
# Line 2338 | Line 3937 | cout << __LINE__ << endl;
3937    
3938    TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
3939    leg2->AddEntry(TZem,"OFZP / SFZP","ple");
3940 <  if(PlottingSetup::RestrictToMassPeak) {
3940 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3941      leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
3942      leg2->AddEntry(TSem,"OFSB / SFZP","ple");
3943    }
# Line 2351 | Line 3950 | cout << __LINE__ << endl;
3950    DrawMCPrelim(simulatedlumi);
3951    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
3952    
3953 +  
3954 +  if (0) { // Turn this off: we don't need this
3955  
3956 < ///-------------- second part: only look at the quantity we actually care about!
3957 <  TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
3958 <  TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
3959 <  rightsfzp->Add(leftsfzp,-1);
3960 <  TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
3961 <  TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
3962 <  rightofzp->Add(leftofzp,-1);
3963 <  TH1F *leftofsb;
3964 <  TH1F *rightofsb;
3965 <  TH1F *leftsfsb;
3966 <  TH1F *rightsfsb;
3967 <  if(PlottingSetup::RestrictToMassPeak) {
3968 <        leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
3969 <        rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
3970 <        rightofsb->Add(leftofsb,-1);
3971 <        leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
3972 <        rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
3973 <        rightsfsb->Add(leftsfsb,-1);
3974 <  }
3956 >    ///-------------- second part: only look at the quantity we actually care about!
3957 >    TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
3958 >    TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
3959 >    rightsfzp->Add(leftsfzp,-1);
3960 >    TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
3961 >    TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
3962 >    rightofzp->Add(leftofzp,-1);
3963 >    TH1F *leftofsb;
3964 >    TH1F *rightofsb;
3965 >    TH1F *leftsfsb;
3966 >    TH1F *rightsfsb;
3967 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3968 >      leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
3969 >      rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
3970 >      rightofsb->Add(leftofsb,-1);
3971 >      leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
3972 >      rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
3973 >      rightsfsb->Add(leftsfsb,-1);
3974 >    }
3975  
3976 <  tcan->SetLogy(1);
3977 <  rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
3978 <  rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
3979 <  rightsfzp->Draw("histo");
3980 <  rightofzp->Draw("histo,same");
3981 <  if(PlottingSetup::RestrictToMassPeak) {
3982 <    rightofsb->Draw("histo,same");
3983 <    rightsfsb->Draw("histo,same");
3984 <  }
3985 <  DrawMCPrelim(simulatedlumi);
3976 >    tcan->SetLogy(1);
3977 >    rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
3978 >    rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
3979 >    rightsfzp->Draw("histo");
3980 >    rightofzp->Draw("histo,same");
3981 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3982 >      rightofsb->Draw("histo,same");
3983 >      rightsfsb->Draw("histo,same");
3984 >    }
3985 >    DrawMCPrelim(simulatedlumi);
3986  
3987 <  TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
3988 <  legA->AddEntry(rightsfzp,"SFZP","l");
3989 <  legA->AddEntry(rightofzp,"OFZP","l");
3990 <  if(PlottingSetup::RestrictToMassPeak) {
3991 <    legA->AddEntry(rightofsb,"SFSB","l");
3992 <    legA->AddEntry(rightsfsb,"OFSB","l");
3993 <  }
3994 <  legA->Draw();
3987 >    TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
3988 >    legA->AddEntry(rightsfzp,"SFZP","l");
3989 >    legA->AddEntry(rightofzp,"OFZP","l");
3990 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3991 >      legA->AddEntry(rightofsb,"SFSB","l");
3992 >      legA->AddEntry(rightsfsb,"OFSB","l");
3993 >    }
3994 >    legA->Draw();
3995  
3996 <  CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
3996 >    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
3997  
3998 <  tcan->SetLogy(0);
3999 <  rightofzp->Divide(rightsfzp);
4000 <  rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
4001 <  rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
4002 <  rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
4003 <  rightofzp->Draw();
4004 <  if(PlottingSetup::RestrictToMassPeak) {
4005 <    rightofsb->Divide(rightsfzp);
4006 <    rightsfsb->Divide(rightsfzp);
4007 <    rightofsb->Draw("same");
4008 <    rightsfsb->Draw("same");
4009 <  }
4010 <
4011 <  TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
4012 <  TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
4013 <  TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
4014 <  
4015 <  top2->SetLineColor(kBlue);top2->SetLineStyle(2);
4016 <  bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
4017 <  center2->SetLineColor(kBlue);
4018 <  
4019 <  top2->Draw("same");
4020 <  center2->Draw("same");
4021 <  bottom2->Draw("same");
4022 <
4023 <  rightofzp->SetMarkerStyle(21);
4024 <  if(PlottingSetup::RestrictToMassPeak) {
4025 <    rightofsb->SetMarkerStyle(24);
4026 <    rightsfsb->SetMarkerStyle(32);
4027 <  }
4028 <
4029 <  TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
4030 <  leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
4031 <  if(PlottingSetup::RestrictToMassPeak) {
4032 <        leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
4033 <        leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
4034 <  }
4035 <  leg3->AddEntry(bottom,"syst. envelope","l");
4036 <  leg3->SetX1(0.25);leg3->SetX2(0.6);
4037 <  leg3->SetY1(0.65);
3998 >    tcan->SetLogy(0);
3999 >    rightofzp->Divide(rightsfzp);
4000 >    rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
4001 >    rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
4002 >    rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
4003 >    rightofzp->Draw();
4004 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4005 >      rightofsb->Divide(rightsfzp);
4006 >      rightsfsb->Divide(rightsfzp);
4007 >      rightofsb->Draw("same");
4008 >      rightsfsb->Draw("same");
4009 >    }
4010 >
4011 >    TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
4012 >    TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
4013 >    TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
4014 >  
4015 >    top2->SetLineColor(kBlue);top2->SetLineStyle(2);
4016 >    bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
4017 >    center2->SetLineColor(kBlue);
4018 >  
4019 >    top2->Draw("same");
4020 >    center2->Draw("same");
4021 >    bottom2->Draw("same");
4022 >
4023 >    rightofzp->SetMarkerStyle(21);
4024 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4025 >      rightofsb->SetMarkerStyle(24);
4026 >      rightsfsb->SetMarkerStyle(32);
4027 >    }
4028 >
4029 >    TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
4030 >    leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
4031 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4032 >      leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
4033 >      leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
4034 >    }
4035 >    leg3->AddEntry(bottom,"syst. envelope","l");
4036 >    leg3->SetX1(0.25);leg3->SetX2(0.6);
4037 >    leg3->SetY1(0.65);
4038    
4039 <  leg3->Draw("same");
4039 >    leg3->Draw("same");
4040    
4041 <  DrawMCPrelim(simulatedlumi);
4042 <  CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
4041 >    DrawMCPrelim(simulatedlumi);
4042 >    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
4043 >
4044 >  }
4045  
4046    delete TZem;
4047    delete nTZem;
4048    delete TZeemm;
4049    delete nTZeemm;
4050 <  if(PlottingSetup::RestrictToMassPeak) {
4050 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4051          delete TSem;
4052          delete nTSem;
4053          delete TSeemm;
# Line 2453 | Line 4056 | cout << __LINE__ << endl;
4056  
4057    delete tcan;
4058    cutWeight=weightbackup;
4059 +  switch_overunderflow(false);
4060   }
4061  
4062   void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
4063    vector<float> nicer_binning;
4064 <  nicer_binning.push_back(-125);
4064 >  
4065 > /*  nicer_binning.push_back(-400);
4066 >  nicer_binning.push_back(-250);
4067 >  nicer_binning.push_back(-200);
4068 >  nicer_binning.push_back(-150);
4069 >  nicer_binning.push_back(-100);
4070 >  nicer_binning.push_back(-50);
4071 >  nicer_binning.push_back(-20);
4072 >  
4073 >  nicer_binning.push_back(0);
4074 >  nicer_binning.push_back(20);
4075 >  nicer_binning.push_back(50);
4076 >  nicer_binning.push_back(100);
4077 >  nicer_binning.push_back(150);
4078 >  nicer_binning.push_back(200);
4079 >  nicer_binning.push_back(250);
4080 >  nicer_binning.push_back(400);*/
4081 >  
4082    nicer_binning.push_back(-100);
2462 –  nicer_binning.push_back(-75);
4083    nicer_binning.push_back(-50);
4084    nicer_binning.push_back(-25);
4085    nicer_binning.push_back(0);
# Line 2469 | Line 4089 | void ttbar_sidebands_comparison(string m
4089    nicer_binning.push_back(100);
4090    nicer_binning.push_back(125);
4091    nicer_binning.push_back(150);
4092 <  nicer_binning.push_back(175);
4092 >  //nicer_binning.push_back(175);
4093    nicer_binning.push_back(200);
4094 <  nicer_binning.push_back(230);
4095 <  nicer_binning.push_back(280);
4096 <  nicer_binning.push_back(400);
4094 > //  nicer_binning.push_back(250);
4095 > //  nicer_binning.push_back(300);
4096 > //  nicer_binning.push_back(400);
4097 >  
4098    ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
4099   }
4100  
4101  
4102 < void zjets_prediction_comparison() {
4103 <  // Do it without PU re-weighting
4104 <  float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
4105 <  stringstream resultsNoPU;
4106 <
4107 <  stringstream mcjzbnoPU;
4108 <  find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,false);
4109 <  if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
4110 <  else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
4102 > void zjets_prediction_comparison(string mcjzbWithPUa, TCut massregioncut, string massregionname) {
4103 >  cout << "****************************************************************************************************************************************************************" << endl;
4104 >  TCanvas *zcan = new TCanvas("zcan","zcan");  
4105 > //  zcan->SetLogy(1);
4106 >  TCut weightbackup=cutWeight;
4107 >  
4108 >  bool UsePURW=true;
4109 >  
4110 >  
4111 >  string mcjzb;
4112 >  if(UsePURW) {
4113 >    mcjzb=mcjzbWithPUa;
4114 >    cout << "Using PURW peak positions" << endl;
4115 >  } else {
4116 >    // Do it without PU re-weighting
4117 >    cutWeight="1.0";
4118 >    float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
4119 >    stringstream resultsNoPU;
4120 >    stringstream noPUdatajzb;
4121 >    stringstream noPUmcjzb;
4122 >    
4123 >    find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
4124 >    dout << "The peak corrected JZB expression for MC without pileup is : " <<  noPUmcjzb.str() << endl;
4125 >    
4126 >    mcjzb = noPUmcjzb.str();
4127 >    
4128 >  }
4129  
4130 <  string mcjzb = mcjzbnoPU.str();
4131 <  dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzb << endl;
4130 >  
4131 >  vector<float> binning;
4132 >  binning.push_back(0);
4133 >  binning.push_back(10);
4134 >  binning.push_back(20);
4135 >  binning.push_back(40);
4136 >  binning.push_back(60);
4137 > //   binning.push_back(50);
4138 > //   binning.push_back(60);
4139 > //   binning.push_back(70);
4140 > //   binning.push_back(80);
4141 > //   binning.push_back(90);
4142 >  binning.push_back(100);
4143  
2494 –  TCut weightbackup=cutWeight;
2495 –  cutWeight="1.0";
2496 –  float sbg_min=0.;
2497 –  float sbg_max=100.;
2498 –  int sbg_nbins=5;
4144    float simulatedlumi = luminosity;//in pb please - adjust to your likings
4145    
4146    TCut kPos((mcjzb+">0").c_str());
4147    TCut kNeg((mcjzb+"<0").c_str());
4148    string var( "abs("+mcjzb+")" );
4149 +  
4150 +  TCut notTau("abs(genMID1)!=15");
4151 +  TCut ee_mm_tautau("mll>0");
4152 +  
4153  
4154 <  TCut kcut(cutmass&&cutOSSF&&"pfJetGoodNum>2");
4155 <  TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
4156 <                                  kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2508 <  TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
2509 <                                  kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
4154 >  TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4155 >  TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4156 >  
4157    hJZBpos->SetLineColor(kBlack);
4158    hJZBneg->SetLineColor(kRed);
4159    
4160 <  Int_t nbins = 5;
2514 <  Float_t xmax = 100.;
2515 <
2516 <  
2517 <  TCanvas *zcan = new TCanvas("zcan","zcan");  
2518 <  zcan->SetLogy(1);
2519 <
4160 >  hJZBpos->SetMinimum(1.0);
4161    hJZBpos->Draw("e1");
4162    hJZBneg->Draw("same,hist");
4163    hJZBpos->Draw("same,e1"); // So it's on top...
4164    
4165 <  TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
4165 >  TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
4166    leg->AddEntry(hJZBpos,"Observed","pe");
4167    leg->AddEntry(hJZBneg,"Predicted","l");
4168    leg->Draw("same");
4169    DrawMCPrelim(simulatedlumi);
4170 <  CompleteSave(zcan,"Systematics/zjets_prediction");
4170 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction"+any2string(massregionname));
4171    
4172    TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
4173    hratio->Divide(hJZBneg);
4174    
4175 <  zcan->SetLogy(0);
4175 >  for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
4176 >    cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
4177 >  }
4178 >  
4179 > //  zcan->SetLogy(0);
4180    hratio->GetYaxis()->SetRangeUser(0,2.5);
4181    hratio->GetYaxis()->SetTitle("Observed/Predicted");
4182    hratio->Draw("e1");
4183    
4184 <  TLine *top = new TLine(sbg_min,1.25,sbg_max,1.25);
4185 <  TLine *center = new TLine(sbg_min,1.0,sbg_max,1.0);
4186 <  TLine *bottom = new TLine(sbg_min,0.75,sbg_max,0.75);
4184 >  TLine *top = new TLine(binning[0],1.25,binning[binning.size()-1],1.25);
4185 >  TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
4186 >  TLine *bottom = new TLine(binning[0],0.75,binning[binning.size()-1],0.75);
4187    
4188  
4189    top->SetLineColor(kBlue);top->SetLineStyle(2);
# Line 2549 | Line 4194 | void zjets_prediction_comparison() {
4194    center->Draw("same");
4195    bottom->Draw("same");
4196    
4197 <  TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
4197 >  TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
4198    leg2->AddEntry(hratio,"obs / pred","pe");
4199    leg2->AddEntry(bottom,"syst. envelope","l");
4200    leg2->Draw("same");
4201    DrawMCPrelim(simulatedlumi);
4202 <  CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
4202 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio"+any2string(massregionname));
4203 >  
4204 >  TCut reducedNJets(cutnJets);
4205 >  
4206 >  TH1F *TAUhJZBpos       = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4207 >  TH1F *LcorrJZBeemm     = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4208 >  TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4209 >  TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4210 >
4211 >  TH1F *RcorrJZBSBem;
4212 >  TH1F *LcorrJZBSBem;
4213 >  TH1F *RcorrJZBSBeemm;
4214 >  TH1F *LcorrJZBSBeemm;
4215 >
4216 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4217 >    RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4218 >    LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4219 >    RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4220 >    LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4221 >  }
4222 >  
4223 >  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
4224 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4225 >    Bpred->Add(RcorrJZBem,1.0/3.);
4226 >    Bpred->Add(LcorrJZBem,-1.0/3.);
4227 >    Bpred->Add(RcorrJZBSBem,1.0/3.);
4228 >    Bpred->Add(LcorrJZBSBem,-1.0/3.);
4229 >    Bpred->Add(RcorrJZBSBeemm,1.0/3.);
4230 >    Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
4231 >  } else {
4232 >    Bpred->Add(RcorrJZBem,1.0);
4233 >    Bpred->Add(LcorrJZBem,-1.0);
4234 >  }
4235 >  
4236 >  Bpred->SetLineColor(kRed);
4237 >
4238 >  TAUhJZBpos->SetLineColor(kBlack);
4239 >  Bpred->SetLineColor(kRed);
4240 >  
4241 >  TAUhJZBpos->SetMinimum(1.0);
4242 >  TAUhJZBpos->Draw("e1");
4243 >  Bpred->Draw("same,hist");
4244 >  TAUhJZBpos->Draw("same,e1");
4245 >  
4246 >  TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
4247 >  TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
4248 >  TAUleg->AddEntry(Bpred,"Predicted","l");
4249 >  TAUleg->Draw("same");
4250 >  DrawMCPrelim(simulatedlumi);
4251 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction__"+any2string(massregionname));
4252 >  
4253 >  TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
4254 >  TAUhratio->Divide(Bpred);
4255 >  
4256 >  for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
4257 >    cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << "   vs    predicted : " << Bpred->GetBinContent(i) << "   (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
4258 >  }
4259 >  
4260 >  zcan->SetLogy(0);
4261 >  TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
4262 >  TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
4263 >  TAUhratio->Draw("e1");
4264 >  
4265 >  top->Draw("same");
4266 >  center->Draw("same");
4267 >  bottom->Draw("same");
4268 >  
4269 >  TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
4270 >  TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
4271 >  TAUleg2->AddEntry(bottom,"syst. envelope","l");
4272 >  TAUleg2->Draw("same");
4273 >  DrawMCPrelim(simulatedlumi);
4274 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio"+any2string(massregionname));
4275 >  
4276 >  delete Bpred;
4277 >  delete TAUhJZBpos;
4278 >  delete LcorrJZBeemm;
4279 >  delete RcorrJZBem;
4280 >  delete LcorrJZBem;
4281 >  delete hJZBpos;
4282 >  delete hJZBneg;
4283 >  
4284 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4285 >    delete RcorrJZBSBem;
4286 >    delete LcorrJZBSBem;
4287 >    delete RcorrJZBSBeemm;
4288 >    delete LcorrJZBSBeemm;
4289 >  }
4290 >  
4291    
4292    delete zcan;
4293    cutWeight=weightbackup;
2561 –
4294   }
4295  
4296  
4297 <
4297 > void zjets_prediction_comparison(string mcjzbWithPUa) {
4298 >  zjets_prediction_comparison(mcjzbWithPUa, TCut(""), "nomasscut");
4299 >  zjets_prediction_comparison(mcjzbWithPUa, TCut("abs(mll-91)<20"), "Zwindow_20");
4300 >  zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>20&&mll<70"), "LowMassRegion2070");
4301 >  zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>110"), "HighMassRegion110");
4302 > }
4303 >  
4304   void sideband_assessment(string datajzb, float min=30.0, float max=50.0) {
4305    tout << endl << endl;
4306    stringstream bordercut;
# Line 2580 | Line 4318 | void sideband_assessment(string datajzb,
4318    tout << "\\begin{tabular}{l|cc}" << endl;
4319    tout << "\\hline" << endl;
4320    tout << "& {\\OFZP} & {\\OFSB} \\\\\\hline" << endl;
4321 <  tout << "\\#(events) & "<<OFSB<<" & "<<OFZP<<"\\\\ \\hline" << endl;
4321 >  tout << "\\#(events) & "<<OFZP<<" & "<<OFSB<<"\\\\ \\hline" << endl;
4322    tout << "\\end{tabular}" << endl;
4323    tout << "\\end{center}" << endl;
4324    tout << "\\end{table}" << endl;
# Line 2598 | Line 4336 | void make_table(samplecollection &coll,
4336    
4337    TCanvas *cannie = new TCanvas("cannie","cannie");
4338    
4339 <  for(int icut=0;icut<jzb_cuts.size();icut++) {
4339 >  for(int icut=0;icut<(int)jzb_cuts.size();icut++) {
4340      float currcut=jzb_cuts[icut];
4341      int nbins=1;float low=currcut;
4342      vector<int> mysample;
# Line 2613 | Line 4351 | void make_table(samplecollection &coll,
4351      TH1F *RcorrJZBSBeemm;
4352      TH1F *LcorrJZBSBeemm;
4353      
4354 <    if(PlottingSetup::RestrictToMassPeak) {
4354 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4355        RcorrJZBSBem   = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
4356        LcorrJZBSBem   = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
4357        RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
# Line 2621 | Line 4359 | void make_table(samplecollection &coll,
4359      }
4360      
4361      TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
4362 <    if(PlottingSetup::RestrictToMassPeak) {
4362 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4363        Bpred->Add(RcorrJZBem,1.0/3.);
4364        Bpred->Add(LcorrJZBem,-1.0/3.);
4365        Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 2657 | Line 4395 | void make_table(samplecollection &coll,
4395    //prediction part
4396    if(is_data) cout << "Data prediction & ";
4397    if(subselection!="none") cout << subselection << " prediction &";
4398 <  for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
4398 >  for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
4399    
4400    cout << endl;
4401    //observation part
4402    if(is_data) cout << "Data observation & ";
4403    if(subselection!="none") cout << subselection << " observation &";
4404 <  for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
4404 >  for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
4405    cout << endl;
4406    cout << "_________________________________________________________________" << endl;
4407    delete cannie;
4408   }
4409  
4410   void met_jzb_cut(string datajzb, string mcjzb, vector<float> jzb_cut) {
4411 +  cout << "You probably don't want --met, you want --metplots ... " << endl;
4412 +  assert(0);
4413    /*we want a table like this:
4414      __________________     50   |   100  | ...
4415      | Data prediction |  a vs b | a vs b | ...
# Line 2724 | Line 4464 | void JZBSelEff(string mcjzb, TTree* even
4464    leg->SetLineColor(kBlack);
4465    leg->SetTextFont(62);
4466  
4467 <  for ( int icut=0; icut<jzb_bins.size(); ++icut ) {
4467 >  for ( int icut=0; icut<(int)jzb_bins.size(); ++icut ) {
4468  
4469      ostringstream selection;
4470      selection << mcjzb << ">" << jzb_bins[icut];
# Line 2776 | Line 4516 | void JZBSelEff(string mcjzb, TTree* even
4516   // Calls the above function for each signal sample
4517   void plot_jzb_sel_eff(string mcjzb, samplecollection &signalsamples, vector<float> bins )
4518   {  
4519 <  for (int isignal=0; isignal<signalsamples.collection.size();isignal++) {
4519 >  for (int isignal=0; isignal<(int)signalsamples.collection.size();isignal++) {
4520      dout << "JZB selection efficiency curve: " << std::endl;
4521      JZBSelEff(mcjzb,(signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].samplename,bins); // Only for some selected samples
4522    }
# Line 2819 | Line 4559 | void qcd_plots(string datajzb, string mc
4559    TH1F *RcorrJZBSBeemm;
4560    TH1F *LcorrJZBSBeemm;
4561    
4562 <  TH1F *RcorrJZBeemmNoS;
4562 > //  TH1F *RcorrJZBeemmNoS;
4563  
4564      //these are for the ratio
4565    TH1F *JRcorrJZBeemm   = qcdsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
# Line 2832 | Line 4572 | void qcd_plots(string datajzb, string mc
4572    TH1F *JRcorrJZBSBeemm;
4573    TH1F *JLcorrJZBSBeemm;
4574    
4575 <  if(PlottingSetup::RestrictToMassPeak) {
4575 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4576      RcorrJZBSBem   = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
4577      LcorrJZBSBem   = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
4578      RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
# Line 2853 | Line 4593 | void qcd_plots(string datajzb, string mc
4593      
4594    TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
4595    TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
4596 <  if(PlottingSetup::RestrictToMassPeak) {
4596 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4597      Bpred->Add(RcorrJZBem,1.0/3.);
4598      Bpred->Add(LcorrJZBem,-1.0/3.);
4599      Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 2903 | Line 4643 | void qcd_plots(string datajzb, string mc
4643    //3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
4644    string ytitle("ratio");
4645    if ( use_data==1 ) ytitle = "data/pred";
4646 <  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,use_data!=1,ytitle);
4646 >  Save_With_Ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
4647 >  delete kinpad;
4648    
4649    TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
4650    TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
# Line 2923 | Line 4664 | void qcd_plots(string datajzb, string mc
4664    dout << "______________________________________________" << endl;
4665    dout << "How QCD shows up in the different regions: " << endl;
4666    dout << "OSSF: " << endl;
4667 <  if(PlottingSetup::RestrictToMassPeak) {
4667 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4668      dout << "     Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
4669      dout << "     sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
4670    } else {
4671      dout << "     " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
4672    }
4673    dout << "OSOF: " << endl;
4674 <  if(PlottingSetup::RestrictToMassPeak) {
4674 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4675      dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
4676      dout << "     sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
4677    } else {
4678      dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
4679    }
4680    dout << "Therefore: " << endl;
4681 <  if(PlottingSetup::RestrictToMassPeak) {
4681 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4682      dout << "    Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
4683      dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
4684      dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
# Line 2950 | Line 4691 | void qcd_plots(string datajzb, string mc
4691    dout << "    Observation increases by : " << RcorrJZBeemm->Integral() << endl;
4692    
4693    dout << endl;
4694 <  for(int i=0;i<bins.size();i++) {
4694 >  for(int i=0;i<(int)bins.size();i++) {
4695      dout << " JZB > " << bins[i] << " : " << endl;
4696      dout << "    Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
4697 <    if(PlottingSetup::RestrictToMassPeak) {
4697 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4698          dout << "    Prediction increases by : " << LcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + (1.0/3)*(RcorrJZBSBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBSBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBSBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBSBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX())) << endl;
4699      } else {
4700          dout << "    Prediction increases by : " << LcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
# Line 2967 | Line 4708 | void qcd_plots(string datajzb, string mc
4708    if(LcorrJZBem) delete LcorrJZBem;
4709    if(RcorrJZBeemm) delete RcorrJZBeemm;
4710    if(LcorrJZBeemm) delete LcorrJZBeemm;
4711 <  if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
4712 <  if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
4713 <  if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
4714 <  if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
4711 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
4712 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
4713 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
4714 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
4715   }
4716  
4717   void check_ptsanity() {
# Line 2998 | Line 4739 | void check_ptsanity() {
4739    leg->SetY2(1.0);
4740    
4741    
4742 <  for(int isample=0;isample<allsamples.collection.size();isample++) {
4742 >  for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
4743      string nowname=(allsamples.collection)[isample].filename;
4744      cout << "Drawing: " << nowname << " (sample " << isample+1 << " / " << allsamples.collection.size() << ")" << endl;
4745      individualpt1histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt1",50,0,50, "p_{T,1}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
# Line 3022 | Line 4763 | void check_ptsanity() {
4763    ptsancan->cd(2);
4764    fpt2->Draw();
4765  
4766 <  for(int isample=0;isample<allsamples.collection.size();isample++) {
4766 >  for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
4767      ptsancan->cd(1);
4768      individualpt1histos[isample]->DrawNormalized("same,histo");
4769      ptsancan->cd(2);
# Line 3038 | Line 4779 | void check_ptsanity() {
4779   void do_mlls_plot(string mcjzb) {
4780    cout << "At this point we'd plot the mll distribution" << endl;
4781    TCanvas *sigcan = new TCanvas("sigcan","sigcan");
4782 <  for(int isig=0;isig<(signalsamples.collection).size();isig++) {
4782 >  for(int isig=0;isig<(int)(signalsamples.collection).size();isig++) {
4783      if(!(signalsamples.collection)[isig].events) continue;
4784      string nowname=(signalsamples.collection)[isig].filename;
4785      TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets,mc,luminosity,signalsamples.FindSample(nowname));
# Line 3067 | Line 4808 | void do_mlls_plot(string mcjzb) {
4808    }
4809   }
4810  
4811 < void met_vs_jzb_plots() {
4811 > void met_vs_jzb_plots(string datajzb, string mcjzb) {
4812    
4813    TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
4814    canmetjzb->SetRightMargin(0.16);
# Line 3076 | Line 4817 | void met_vs_jzb_plots() {
4817    findme.push_back("DY");
4818    findme.push_back("TTJets");
4819    findme.push_back("LM");
4820 <  
4821 <  for(int ifind=0;ifind<findme.size();ifind++) {
4820 >  /*
4821 >  for(int ifind=0;ifind<(int)findme.size();ifind++) {
4822      vector<int> selsamples = allsamples.FindSample(findme[ifind]);
4823      TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
4824 <    for(int isel=0;isel<selsamples.size();isel++) {
4825 <      cout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
4826 <      allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF);
4824 >    for(int isel=0;isel<(int)selsamples.size();isel++) {
4825 >      dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
4826 >      allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
4827      }
4828      metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
4829      metvsjzb->SetStats(0);
# Line 3096 | Line 4837 | void met_vs_jzb_plots() {
4837      title->Draw();
4838      CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
4839    }
4840 +  */
4841 +  
4842 +  dout << "About to produce MET plot for DY split up by JZB" << endl;
4843 +  
4844 +  int nbins=14;
4845 +  float low=0;
4846 +  float high=140;
4847 +  
4848 +  stringstream sLEFT;
4849 +  sLEFT << "((" << mcjzb << ")<0)";
4850 +  TCut LEFT(sLEFT.str().c_str());
4851 +  stringstream sRIGHT;
4852 +  sRIGHT << "((" << mcjzb << ")>0)";
4853 +  TCut RIGHT(sRIGHT.str().c_str());
4854 +  
4855 +  TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
4856 +  TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
4857 +  TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
4858 +  TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
4859 +  
4860 +  
4861 +  TH1F *Bpred =  (TH1F*)metleft->Clone("Bpred");
4862 +  Bpred->Add(metleftO,-1);
4863 +  Bpred->Add(metrightO);
4864 +  TH1F *obs = (TH1F*)metright->Clone("obs");
4865 +  
4866 +  metleft->Add(metleftO,-1);
4867 +  metright->Add(metrightO,-1);
4868 +  
4869 +  metleft->SetLineColor(kRed);
4870 +  metright->SetLineColor(kBlack);
4871 +  TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
4872 +  metpad->cd();
4873 +  metpad->SetLogy(1);
4874 +  metleft->Draw("histo");
4875 +  metright->Draw("same");
4876 +  TLegend *lg = make_legend();
4877 +  lg->SetX1(0.5);
4878 +  lg->SetY1(0.7);
4879 +  lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
4880 +  lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
4881 +  lg->SetHeader("DY");
4882 +  
4883 +  lg->Draw();
4884 +  Save_With_Ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
4885 +  
4886 +  TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
4887 +  metpad3->cd();
4888 +  metpad3->SetLogy(1);
4889 +  Bpred->SetLineColor(kRed);
4890 +  Bpred->Draw("histo");
4891 +  obs->SetLineColor(kBlack);
4892 +  obs->Draw("same");
4893 +  TLegend *lg2 = make_legend();
4894 +  lg2->SetX1(0.5);
4895 +  lg2->SetY1(0.7);
4896 +  lg2->AddEntry(obs,"observed","P");
4897 +  lg2->AddEntry(Bpred,"predicted","L");
4898 +  lg2->SetHeader("DY");
4899 +
4900 +  lg2->Draw();
4901 +  
4902 +  Save_With_Ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
4903 +  
4904 +  TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
4905 +  metpad2->cd();
4906 +  metpad2->SetLogy(1);
4907 +  
4908 +  TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
4909 +  TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
4910 +  TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
4911 +  TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
4912 +  
4913 +  metlefta->Add(metleftOa,-1);
4914 +  metrighta->Add(metrightOa,-1);
4915 +  
4916 +  metlefta->SetLineColor(kRed);
4917 +  metpad2->cd();
4918 +  metlefta->Draw("histo");
4919 +  metrighta->Draw("same");
4920 +  lg->Draw();
4921 +  Save_With_Ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
4922 +  
4923 +  delete Bpred;
4924 +  delete obs;
4925 +  
4926 +  float newhigh=300;
4927 +  int newNBins=30;
4928 +  
4929 +  TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
4930 +  TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
4931 +  TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
4932 +  TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
4933 +  TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
4934 +  
4935 +  TH1F *aBpred = (TH1F*)Ametleft->Clone("aBpred");
4936 +  aBpred->Add(AmetleftO,-1);
4937 +  aBpred->Add(AmetrightO);
4938 +  aBpred->SetLineColor(kRed);
4939 +  
4940 +  TH1F *aobs = (TH1F*)Ametright->Clone("aobs");
4941 +  metpad4->cd();
4942 +  metpad4->SetLogy(1);
4943 +  aobs->Draw();
4944 +  aBpred->Draw("histo,same");
4945 +  aobs->Draw("same");
4946 +  lg->SetHeader("All MC");
4947 +  lg->Draw();
4948 +  Save_With_Ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
4949 +  
4950 +  
4951 +  delete lg;
4952 +  delete canmetjzb;
4953 +  delete metleft;
4954 +  delete metleftO;
4955 +  delete metright;
4956 +  delete metrightO;
4957   }
4958      
4959  
# Line 3103 | Line 4961 | void test() {
4961    
4962    TCanvas *testcanv = new TCanvas("testcanv","testcanv");
4963    testcanv->cd();
4964 <  switch_overunderflow(true);
4964 > //  switch_overunderflow(true);
4965    TH1F *ptdistr   = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
4966    switch_overunderflow(false);
4967    ptdistr->Draw();

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