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Comparing UserCode/cbrown/Development/Plotting/Modules/ZbTools.C (file contents):
Revision 1.16 by buchmann, Wed Nov 28 17:51:14 2012 UTC vs.
Revision 1.22 by buchmann, Mon Jan 21 14:43:36 2013 UTC

# Line 1 | Line 1
1   #include <iostream>
2   #include <vector>
3   #include <sys/stat.h>
4 + #include <math.h>
5  
6   #include <TCut.h>
7   #include <TROOT.h>
# Line 21 | Line 22 | using namespace std;
22   using namespace PlottingSetup;
23  
24   namespace ZbData {
24 vector<float> data_over_mc;
25
25   TCut ZplusBsel("pt1>20&&pt2>20&&mll>60&&mll<120&&id1==id2");
26 < TCut LeadingB("Zb3010_bTagProbCSVBP[0]>0.898");
27 < TCut EtaB("abs(Zb3010_pfJetGoodEta[0])<1.3");
28 < TCut PhiZcut("abs(Zb3010_pfJetDphiZ[0])>2.7");
26 > TCut LeadingB("ZbCHS3010_bTagProbCSVBP[0]>0.898");
27 > TCut EtaB("abs(ZbCHS3010_pfJetGoodEta[0])<1.3");
28 > TCut PhiZcut("abs(ZbCHS3010_pfJetDphiZ[0])>2.7");
29    
30   }
31  
32 + TCut STDWEIGHT;
33 +
34   class ZbPointResult {
35   public:
36    ZbPointResult(string var, float ptlow, float pthigh, float alphalow, float alphahigh, Value Data, Value MC);
# Line 102 | Line 103 | void SpecialCutFlow(string identifier);
103   //*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*            AND THIS LINE             /*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*//
104  
105  
106 < void print_yield(TCut cut) {
106 > class CutYields{
107 > public:
108 >  float data;
109 >  float Zb;
110 >  float Zc;
111 >  float Zl;
112 >  float tt;
113 >  float SiTo;
114 >  float Dibosons;
115 >  float WJets;
116 >  float Other;
117 >  
118 >  CutYields();
119 > };
120 >
121 > CutYields::CutYields() {
122 >  this->data=0;
123 >  this->Zb=0;
124 >  this->Zc=0;
125 >  this->Zl=0;
126 >  this->tt=0;
127 >  this->SiTo=0;
128 >  this->Dibosons=0;
129 >  this->WJets=0;
130 >  this->Other=0;
131 > }
132 >
133 > std::ostream &operator<<(std::ostream &ostr, CutYields y)
134 > {
135 >  return ostr << y.data << ";" << y.Zb << ";" << y.Zc << ";" << y.Zl << ";" << y.tt << ";" << y.SiTo << ";" << y.Dibosons << ";" << y.WJets << ";" << endl;
136 > }
137 >
138 >
139 > CutYields print_yield(TCut cut) {
140 >  
141 >  CutYields Yield;
142    TH1F *data  = allsamples.Draw("data",    "mll",1,0,10000000, "m_{ll} [GeV]", "events", cut,data,luminosity);
143    dout << "  Yields for " << (const char*) cut << endl;
144 <  dout << "     data: " << data->Integral() << endl;
144 > //  dout << "     data: " << data->Integral() << endl;
145 >  
146 >  Yield.data=data->Integral();
147    THStack mcm = allsamples.DrawStack("mc", "mll",1,0,10000000, "m_{ll} [GeV]", "events", cut,mc,luminosity);
148    int nhists = mcm.GetHists()->GetEntries();
111  dout << "Going to loop over " << nhists << " histograms " << endl;
149    TFile *test = new TFile("test.root","RECREATE");
150    mcm.Write();
151    test->Close();
152    for (int i = 0; i < nhists; i++) {
153      TH1* hist = static_cast<TH1*>(mcm.GetHists()->At(i));
154 <    cout << "     " << hist->GetName() << ": " << hist->Integral() << endl;
154 >    string name=hist->GetName();
155 >    if(Contains(name,"t_bar_t")) Yield.tt+=hist->Integral();
156 >    if(Contains(name,"W_Jets")) Yield.WJets+=hist->Integral();
157 >    if(Contains(name,"Single_top")) Yield.SiTo+=hist->Integral();
158 >    if(Contains(name,"Dibosons")) Yield.Dibosons+=hist->Integral();
159 >    if(Contains(name,"Z_l_")) Yield.Zl+=hist->Integral();
160 >    if(Contains(name,"Z_c_")) Yield.Zc+=hist->Integral();
161 >    if(Contains(name,"Z_b_")) Yield.Zb+=hist->Integral();
162    }
163 <    
163 >  
164 >  cout << Yield << endl;
165    cout << endl << endl;
166    
167    delete data;
168 +  CleanLegends();
169 +  DeleteStack(mcm);
170 +
171 +  return Yield;
172   }
173  
174   void draw_kin_variable(string variable, TCut cut, int nbins, float min, float max, string xlabel, string saveas, bool dologscale, string speciallabel="") {
126  
175    TCanvas *ckin = new TCanvas("ckin","kin variable canvas");
176 <  ckin->SetLogy(dologscale);
176 >  if(dologscale) ckin->SetLogy(1);
177    TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
178    datahisto->SetMarkerSize(DataMarkerSize);
179    THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
180    if(dologscale) datahisto->SetMaximum(3*datahisto->GetMaximum());
181    else datahisto->SetMaximum(1.5*datahisto->GetMaximum());
182 <  TText *speciall;
183 <  if(speciallabel!="") {
184 <    speciall = new TText(0.2,0.8,speciallabel.c_str());
185 <    speciall->Draw();
182 >  
183 >  float SumMC=0.0;
184 >  TIter nextH(mcstack.GetHists());
185 >  TH1F* h;
186 >  while ( h = (TH1F*)nextH() ) {
187 >    SumMC += h->Integral();
188    }
189 +  float scale = datahisto->Integral()/SumMC;
190 +
191 +  // Re-scale stack to data integral
192 +  nextH = TIter(mcstack.GetHists());
193 +  
194 +  while ( h = (TH1F*)nextH() ) {
195 +    h->Scale(scale);
196 +  }
197 +  
198 +  TText *speciall;
199    datahisto->Draw("e1");
200    ckin->Update();
201 <  mcstack.Draw("same");
201 >  mcstack.Draw("histo,same");
202    datahisto->Draw("same,e1");
203    TLegend *kinleg = allsamples.allbglegend();
204 +
205    kinleg->Draw();
206  
207    TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
208    kinpad->cd();
209 <  kinpad->SetLogy(dologscale);
209 >  if(dologscale) kinpad->SetLogy(1);
210    datahisto->Draw("e1");
211 <  mcstack.Draw("same");
211 >  mcstack.Draw("histo,same");
212    datahisto->Draw("same,e1");
213    datahisto->Draw("same,axis");
214    kinleg->Draw();
215    DrawPrelim();
216    saveas="kin/"+saveas;
217 <  save_with_ratio(datahisto,mcstack,kinpad->cd(),saveas);
157 <
158 <  
217 >  kinpad->cd();
218    
219 +  if(speciallabel!="") {
220 +    speciall = write_title(speciallabel);
221 +    speciall->SetX(0.18);
222 +    speciall->SetTextAlign(11);
223 +    speciall->SetTextSize(0.03);
224 +    speciall->SetY(0.85);
225 +    speciall->Draw();
226 +  }
227    
228 <  ZbData::data_over_mc.push_back(datahisto->Integral()/CollapseStack(mcstack)->Integral());
228 >  save_with_ratio(datahisto,mcstack,kinpad->cd(),saveas);
229    
230    datahisto->Delete();
231 +  delete kinleg;
232    delete ckin;
233 +  CleanLegends();
234 +  DeleteStack(mcstack);
235   }
236 <  
236 >
237   void print_all_b_yields() {
238 +  vector<CutYields> yields;
239    cout << "Basic selection with a b jet" << endl;
240 <  print_yield(ZplusBsel&&"Zb3010_pfJetGoodNumBtag>0");
240 >  yields.push_back(print_yield(ZplusBsel&&"ZbCHS3010_pfJetGoodNumBtag>0"));
241    cout << "Leading jet is a b-jet " << endl;
242 <  print_yield(ZplusBsel&&LeadingB);
242 >  yields.push_back(print_yield(ZplusBsel&&LeadingB));
243    cout << "|#eta_{b}|<1.3 " << endl;
244 <  print_yield(ZplusBsel&&LeadingB&&EtaB);
244 >  yields.push_back(print_yield(ZplusBsel&&LeadingB&&EtaB));
245    cout << "|#delta#phi(b<Z)|>2.7" << endl;
246 <  print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut);
247 <  cout << "10<ptZ<1000 GeV" << endl;
248 <  print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000");
246 >  yields.push_back(print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut));
247 >  cout << "30<ptZ<1000 GeV" << endl;
248 >  yields.push_back(print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>30&&pt<1000"));
249    cout << "#alpha < 0.35" << endl;
250 <  print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"(Zb3010_alpha)<0.35");
250 >  yields.push_back(print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>30&&pt<1000"&&"(ZbCHS3010_alpha)<0.35"));
251    cout << "#alpha < 0.3" << endl;
252 <  print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"(Zb3010_alpha)<0.3");
253 <  cout << "#alpha < 0.2" << endl;
254 <  print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"(Zb3010_alpha)<0.2");
252 >  yields.push_back(print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>30&&pt<1000"&&"(ZbCHS3010_alpha)<0.3"));
253 > /*  cout << "#alpha < 0.2" << endl;
254 >  yields.push_back(print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>30&&pt<1000"&&"(ZbCHS3010_alpha)<0.2"));
255    cout << "#alpha < 0.15" << endl;
256 <  print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"(Zb3010_alpha)<0.15");
256 >  yields.push_back(print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>30&&pt<1000"&&"(ZbCHS3010_alpha)<0.15"));
257    cout << "#alpha < 0.1" << endl;
258 <  print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"(Zb3010_alpha)<0.1");
259 < //  cout << "#alpha < 0.05" << endl;
260 < //  print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"(Zb3010_alpha)<0.05");
258 >  yields.push_back(print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>30&&pt<1000"&&"(ZbCHS3010_alpha)<0.1"));*/
259 >
260 >  for(int iy=0;iy<yields.size();iy++) {
261 >    cout << yields[iy] << endl;
262 >  }
263   }  
264  
265 < void TEST_DrawEvilCutFlow() {
265 > void DrawEvilCutFlow() {
266    stringstream MegaCut;
267    
268 <  MegaCut << "   1*(" << (const char*) (ZplusBsel&&TCut("Zb3010_pfJetGoodNumBtag>0")) << ")";
268 >  MegaCut << "   1*(" << (const char*) (ZplusBsel&&TCut("ZbCHS3010_pfJetGoodNumBtag>0")) << ")";
269    MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB) << ")";
270    MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB) << ")";
271    MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut) << ")";
272 <  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>10&&pt<1000")) << ")";
273 <  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>10&&pt<1000&&Zb3010_alpha<0.3")) << ")";
274 <  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>10&&pt<1000&&Zb3010_alpha<0.2")) << ")";
275 <  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>10&&pt<1000&&Zb3010_alpha<0.15")) << ")";
276 <  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>10&&pt<1000&&Zb3010_alpha<0.1")) << ")";
277 <  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>10&&pt<1000&&Zb3010_alpha<0.05")) << ")";
272 >  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<1000")) << ")";
273 >  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<1000&&ZbCHS3010_alpha<0.3")) << ")";
274 >  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<1000&&ZbCHS3010_alpha<0.2")) << ")";
275 >  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<1000&&ZbCHS3010_alpha<0.15")) << ")";
276 >  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<1000&&ZbCHS3010_alpha<0.1")) << ")";
277 >  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<1000&&ZbCHS3010_alpha<0.05")) << ")";
278    MegaCut << " ";
279    
280    TCanvas *can = new TCanvas("can","can");
# Line 214 | Line 287 | void TEST_DrawEvilCutFlow() {
287    
288    
289    TH1F *data  = allsamples.Draw("data",    MegaCut.str(),11,-0.5,10.5, "", "events", basecut,data,luminosity);
290 <   THStack mcm = allsamples.DrawStack("mc", MegaCut.str(),11,-0.5,10.5, "", "events", basecut,mc,luminosity);
290 >  THStack mcm = allsamples.DrawStack("mc", MegaCut.str(),11,-0.5,10.5, "", "events", basecut,mc,luminosity);
291  
292    float runningsum=0;
293    for(int i=data->GetNbinsX();i>0;i--) {
# Line 245 | Line 318 | void TEST_DrawEvilCutFlow() {
318    data->GetXaxis()->SetBinLabel(3,"Leading jet is b-jet");
319    data->GetXaxis()->SetBinLabel(4,"|#eta_{b}|<1.3 ");
320    data->GetXaxis()->SetBinLabel(5,"|#delta#phi(b,Z)|>2.7");
321 <  data->GetXaxis()->SetBinLabel(6,"10<p_{T}^{Z}<1000 GeV");
321 >  data->GetXaxis()->SetBinLabel(6,"30<p_{T}^{Z}<1000 GeV");
322    data->GetXaxis()->SetBinLabel(7,"#alpha < 0.3");
323    data->GetXaxis()->SetBinLabel(8,"#alpha < 0.2");
324    data->GetXaxis()->SetBinLabel(9,"#alpha < 0.15");
# Line 254 | Line 327 | void TEST_DrawEvilCutFlow() {
327    data->GetXaxis()->LabelsOption("v");
328    
329    data->Draw("e1");
330 <  mcm.Draw("same");
330 >  mcm.Draw("histo,same");
331    data->Draw("same,e1,axis");
332    data->Draw("same,e1");
333   //  data->Draw("same,TEXT");
# Line 264 | Line 337 | void TEST_DrawEvilCutFlow() {
337    DrawPrelim();
338    
339    CompleteSave(can,"CutFlow");
340 +  CleanLegends();
341 +  DeleteStack(mcm);
342 +
343   }
344  
345   void draw_Zb_kin_vars() {
346 <   draw_kin_variable("pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000",25,0,200,"Z p_{T}","Official/Zpt",1);
347 <   draw_kin_variable("Zb3010_pfJetGoodPt[1]",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000",25,0,200,"Sub-Leading Jet Pt","Official/Jet2Pt",1);
348 <   draw_kin_variable("Zb3010_pfJetGoodPt[0]",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000",25,0,200,"Leading Jet Pt (B)","Official/LeadingJetPt",1);
349 <   draw_kin_variable("Zb3010_pfJetGoodPt[1]/pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000",20,0,2,"p_{T}^{J2} / p_{T}^{Z}","Official/SubLeadingJetPt_Over_ZPt",1);
350 <   draw_kin_variable("Zb3010_alpha",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>30&&pt<50",   40,0,2,"#alpha","Official/alpha_pt_30_to_50",1);
351 <   draw_kin_variable("Zb3010_alpha",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>50&&pt<75",  40,0,2,"#alpha","Official/alpha_50_to_75",1);
352 <   draw_kin_variable("Zb3010_alpha",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>75&&pt<125", 40,0,2,"#alpha","Official/alpha_pt_75_to_125",1);
353 <   draw_kin_variable("Zb3010_alpha",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>125&&pt<1000",40,0,2,"#alpha","Official/alpha_pt_125_to_1000",1);
354 <    draw_kin_variable("Zb3010_alpha",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>30&&pt<1000",40,0,2,"#alpha","Official/alpha_pt_30_to_1000",1);
355 <  
356 <  draw_kin_variable("Zb3010_pfBJetDphiZ[0]",ZplusBsel&&LeadingB&&"pt>10&&pt<1000&&pfBJetDphiZ[0]>0",30,0,3.2,"#delta#phi (Z,b lead)","DeltaPhiZBlead",0);
357 <  
282 < /*
283 <  draw_kin_variable("pt1",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000",20,0,200,"p_{T}^{l1}","Lep/pt1",1);
284 <  draw_kin_variable("pt1",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000&&id1==0",20,0,200,"p_{T}^{e1}","Lep/pt1_e",1);
285 <  draw_kin_variable("pt1",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000&&id1==1",20,0,200,"p_{T}^{#mu1}","Lep/pt1_m",1);
286 <  draw_kin_variable("pt2",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000",20,0,200,"p_{T}^{l2}","Lep/pt2",1);
287 <  draw_kin_variable("pt2",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000&&id2==0",20,0,200,"p_{T}^{e2}","Lep/pt2_e",1);
288 <  draw_kin_variable("pt2",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000&&id2==1",20,0,200,"p_{T}^{#mu2}","Lep/pt2_m",1);
289 <  draw_kin_variable("eta1",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000",20,-3.1,3.1,"#eta^{l1}","Lep/eta1",1);
290 <  draw_kin_variable("eta1",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000&&id1==0",20,-3.1,3.1,"#eta^{e1}","Lep/eta1_e",1);
291 <  draw_kin_variable("eta1",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000&&id1==1",20,-3.1,3.1,"#eta^{m1}","Lep/eta1_m",1);
292 <  draw_kin_variable("eta2",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000",20,-3.1,3.1,"#eta^{l1}","Lep/eta2",1);
293 <  draw_kin_variable("eta2",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000&&id2==0",20,-3.1,3.1,"#eta^{e2}","Lep/eta2_e",1);
294 <  draw_kin_variable("eta2",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000&&id2==1",20,-3.1,3.1,"#eta^{#mu2}","Lep/eta2_m",1);
295 <  draw_kin_variable("numVtx",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000",30,0,30,"N(Vtx)","Lep/nVtx",1);
296 <  */
346 >  
347 >   draw_kin_variable("pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<1000"),25,0,200,"Z p_{T}","Official/Zpt",1);
348 >   draw_kin_variable("ZbCHS3010_pfJetGoodPt[1]",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<1000"),25,0,200,"Sub-Leading Jet Pt","Official/Jet2Pt",1);
349 >   draw_kin_variable("ZbCHS3010_pfJetGoodPt[0]",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<1000"),25,0,200,"Leading Jet Pt (B)","Official/LeadingJetPt",1);
350 >   draw_kin_variable("ZbCHS3010_pfJetGoodPt[1]/pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<1000"),20,0,2,"p_{T}^{J2} / p_{T}^{Z}","Official/SubLeadingJetPt_Over_ZPt",1);
351 >   draw_kin_variable("ZbCHS3010_alpha",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<50"),   40,0,2,"#alpha","Official/alpha_pt_30_to_50",1);
352 >   draw_kin_variable("ZbCHS3010_alpha",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>50&&pt<75"),  40,0,2,"#alpha","Official/alpha_50_to_75",1);
353 >   draw_kin_variable("ZbCHS3010_alpha",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>75&&pt<125"), 40,0,2,"#alpha","Official/alpha_pt_75_to_125",1);
354 >   draw_kin_variable("ZbCHS3010_alpha",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>125&&pt<1000"),40,0,2,"#alpha","Official/alpha_pt_125_to_1000",1);
355 >   draw_kin_variable("ZbCHS3010_alpha",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<1000"),40,0,2,"#alpha","Official/alpha_pt_30_to_1000",1);
356 >  
357 >   draw_kin_variable("ZbCHS3010_pfBJetDphiZ[0]",ZplusBsel&&LeadingB&&TCut("pt>30&&pt<1000&&pfBJetDphiZ[0]>0"),30,0,3.2,"#delta#phi (Z,b lead)","DeltaPhiZBlead",0);
358   }
359  
360   void draw_mpf_vars() {
361 <  ZbData::data_over_mc.clear();
362 <  draw_kin_variable("mpf",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"Zb3010_alpha<0.3",20,0,2,"Z+b MPF","mpf_alpha_smaller_0p3",0,"#alpha<0.3, 10 GeV < p_{T}^{Z} < 1000 GeV");
363 <  draw_kin_variable("mpf",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"Zb3010_alpha<0.2",20,0,2,"Z+b MPF","mpf_alpha_smaller_0p2",0,"#alpha<0.2, 10 GeV < p_{T}^{Z} < 1000 GeV");
364 <  draw_kin_variable("mpf",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"Zb3010_alpha<0.15",20,0,2,"Z+b MPF","mpf_alpha_smaller_0p15",0,"#alpha<0.15, 10 GeV < p_{T}^{Z} < 1000 GeV");
365 <  draw_kin_variable("mpf",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"Zb3010_alpha<0.1",20,0,2,"Z+b MPF","mpf_alpha_smaller_0p1",0,"#alpha<0.1, 10 GeV < p_{T}^{Z} < 1000 GeV");
366 <  draw_kin_variable("mpf",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"Zb3010_alpha<0.05",20,0,2,"Z+b MPF","mpf_alpha_smaller_0p05",0,"#alpha<0.05, 10 GeV < p_{T}^{Z} < 1000 GeV");
367 <  
368 <  draw_kin_variable("Zb3010_pfJetGoodPt[0]/pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"Zb3010_alpha<0.3",20,0,2,"p_{T} b-jet / p_{T} Z","ptb_over_ptz___alpha_smaller_0p3",0,"#alpha<0.3, 10 GeV < p_{T}^{Z} < 1000 GeV");
369 <  draw_kin_variable("Zb3010_pfJetGoodPt[0]/pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"Zb3010_alpha<0.2",20,0,2,"p_{T} b-jet / p_{T} Z","ptb_over_ptz___alpha_smaller_0p2",0,"#alpha<0.2, 10 GeV < p_{T}^{Z} < 1000 GeV");
370 <  draw_kin_variable("Zb3010_pfJetGoodPt[0]/pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"Zb3010_alpha<0.15",20,0,2,"p_{T} b-jet / p_{T} Z","ptb_over_ptz___alpha_smaller_0p15",0,"#alpha<0.15, 10 GeV < p_{T}^{Z} < 1000 GeV");
371 <  draw_kin_variable("Zb3010_pfJetGoodPt[0]/pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"Zb3010_alpha<0.1",20,0,2,"p_{T} b-jet / p_{T} Z","ptb_over_ptz___alpha_smaller_0p1",0,"#alpha<0.1, 10 GeV < p_{T}^{Z} < 1000 GeV");
311 <  draw_kin_variable("Zb3010_pfJetGoodPt[0]/pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"Zb3010_alpha<0.05",20,0,2,"p_{T} b-jet / p_{T} Z","ptb_over_ptz__mpf_alpha_smaller_0p05",0,"#alpha<0.05, 10 GeV < p_{T}^{Z} < 1000 GeV");
361 >  draw_kin_variable("mpf",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<1000&&ZbCHS3010_alpha<0.3"), 20,0.0,2.0,"Z+b MPF","mpf_alpha_smaller_0p3",0,"#alpha<0.3, 30 GeV < p_{T}^{Z} < 1000 GeV");
362 >  draw_kin_variable("mpf",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<1000&&ZbCHS3010_alpha<0.2"), 20,0.0,2.0,"Z+b MPF","mpf_alpha_smaller_0p2",0,"#alpha<0.2, 30 GeV < p_{T}^{Z} < 1000 GeV");
363 >  draw_kin_variable("mpf",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<1000&&ZbCHS3010_alpha<0.15"),20,0.0,2.0,"Z+b MPF","mpf_alpha_smaller_0p15",0,"#alpha<0.15, 30 GeV < p_{T}^{Z} < 1000 GeV");
364 >  draw_kin_variable("mpf",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<1000&&ZbCHS3010_alpha<0.1"), 20,0.0,2.0,"Z+b MPF","mpf_alpha_smaller_0p1",0,"#alpha<0.1, 30 GeV < p_{T}^{Z} < 1000 GeV");
365 >  draw_kin_variable("mpf",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<1000&&ZbCHS3010_alpha<0.05"),20,0.0,2.0,"Z+b MPF","mpf_alpha_smaller_0p05",0,"#alpha<0.05, 30 GeV < p_{T}^{Z} < 1000 GeV");
366 >  
367 >  draw_kin_variable("ZbCHS3010_pfJetGoodPt[0]/pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<1000&&ZbCHS3010_alpha<0.3"), 20,0.0,2.0,"p_{T} b-jet / p_{T} Z","ptb_over_ptz___alpha_smaller_0p3",    0,"#alpha<0.3, 30 GeV < p_{T}^{Z} < 1000 GeV");
368 >  draw_kin_variable("ZbCHS3010_pfJetGoodPt[0]/pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<1000&&ZbCHS3010_alpha<0.2"), 20,0.0,2.0,"p_{T} b-jet / p_{T} Z","ptb_over_ptz___alpha_smaller_0p2",    0,"#alpha<0.2, 30 GeV < p_{T}^{Z} < 1000 GeV");
369 >  draw_kin_variable("ZbCHS3010_pfJetGoodPt[0]/pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<1000&&ZbCHS3010_alpha<0.15"),20,0.0,2.0,"p_{T} b-jet / p_{T} Z","ptb_over_ptz___alpha_smaller_0p15",   0,"#alpha<0.15, 30 GeV < p_{T}^{Z} < 1000 GeV");
370 >  draw_kin_variable("ZbCHS3010_pfJetGoodPt[0]/pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<1000&&ZbCHS3010_alpha<0.1"), 20,0.0,2.0,"p_{T} b-jet / p_{T} Z","ptb_over_ptz___alpha_smaller_0p1",    0,"#alpha<0.1, 30 GeV < p_{T}^{Z} < 1000 GeV");
371 >  draw_kin_variable("ZbCHS3010_pfJetGoodPt[0]/pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<1000&&ZbCHS3010_alpha<0.05"),20,0.0,2.0,"p_{T} b-jet / p_{T} Z","ptb_over_ptz__mpf_alpha_smaller_0p05",0,"#alpha<0.05, 30 GeV < p_{T}^{Z} < 1000 GeV");
372   }  
373  
314 /*double GetMedian(TH1F *histo) {
315    int numBins = histo->GetXaxis()->GetNbins();
316    Double_t x[numBins];
317    Double_t y[numBins];
318    for (int i = 1; i <= numBins; i++) {
319        x[i] = histo->GetBinCenter(i);
320        y[i] = histo->GetBinContent(i);
321    }
322    return TMath::Median(numBins, &x, &y);
323 }*/
324
374   Value get_Zb_data_over_mc(string ContainerName, ZbResultContainer &res, string variable, string variable2, TCut cut, string saveas, float pt1, float pt2, float a1, float a2) {
375   //  write_warning(__FUNCTION__,"Debugging this function, therefore always returning 3.1415+/-1.010101"); return Value(3.1415,1.010101);
376    TCanvas *cn = new TCanvas("cn","cn");
377    string varname="MPF";
378 +  
379 +  bool DoFit=false;
380 +  bool UseFit=false;
381 +  
382 +  
383    if(Contains(variable,"pfJetGood")) varname="R_{abs}";
384 <  TH1F *hdata  = allsamples.Draw("hdata",variable,1200,0,30, varname, "events",  cut,data,luminosity);
385 <  TH1F *hmc    = allsamples.Draw("hmc" , variable,1200,0,30, varname, "events", cut, mc,  luminosity);
384 > //  TH1F *hdata  = allsamples.Draw("hdata",variable,1200,0,30, varname, "events",  cut,data,luminosity);
385 > //  TH1F *hmc    = allsamples.Draw("hmc" , variable,1200,0,30, varname, "events", cut, mc,  luminosity);
386 >  TH1F *hdata  = allsamples.Draw("hdata",variable,1200,0.5,1.5, varname, "events",  cut,data,luminosity); // making it more precise
387 >  TH1F *hmc    = allsamples.Draw("hmc" , variable,1200,0.5,1.5, varname, "events", cut, mc,  luminosity); // making it more precise
388    hmc->SetLineColor(kBlue);
389    
390    float a=hdata->GetMean();
# Line 339 | Line 395 | Value get_Zb_data_over_mc(string Contain
395    float error = TMath::Sqrt(  (1/(b*b)) * (da*da) + ((a*a)/(b*b))*db*db);
396    
397    TF1 *gaus_data = new TF1("gaus_data","gaus",0.7,1.3);
342  gaus_data->SetParameter(0,hdata->GetMaximum());
343  gaus_data->SetParameter(2,hdata->GetMean());
344  gaus_data->SetParameter(1,hdata->GetRMS());
345  hdata->Fit(gaus_data);
398    TF1 *gaus_mc = new TF1("gaus_mc","gaus",0.7,1.3);
399 <  gaus_mc->SetParameter(0,hmc->GetMaximum());
400 <  gaus_mc->SetParameter(1,hmc->GetMean());
401 <  gaus_mc->SetParameter(2,hmc->GetRMS());
402 <  hmc->Fit(gaus_mc);
403 <  
399 >  if(DoFit) {
400 >    gaus_data->SetParameter(0,hdata->GetMaximum());
401 >    gaus_data->SetParameter(2,hdata->GetMean());
402 >    gaus_data->SetParameter(1,hdata->GetRMS());
403 >    hdata->Fit(gaus_data);
404 >    
405 >    gaus_mc->SetParameter(0,hmc->GetMaximum());
406 >    gaus_mc->SetParameter(1,hmc->GetMean());
407 >    gaus_mc->SetParameter(2,hmc->GetRMS());
408 >    hmc->Fit(gaus_mc);
409 >  }
410    
411    cn->cd();
412 <  hdata->GetYaxis()->SetTitle("events / 0.1");
412 >  hdata->Rebin(0.05*1200/(1.5-0.5));
413 >  hmc->Rebin(0.05*1200/(1.5-0.5));
414 >  hdata->GetYaxis()->SetTitle("events / 0.05");
415    hdata->SetMarkerColor(kRed);
416 < /*  hdata->Rebin(4);
417 <  hmc->Rebin(4);
418 <  
419 <  gaus_mc->SetParameter(0,gaus_mc->GetParameter(0)*4);//rebinning
360 <  gaus_data->SetParameter(0,gaus_data->GetParameter(0)*4);//rebinning
361 < */
362 <  gaus_mc->SetLineColor(kBlue);
363 <  gaus_data->SetLineColor(kRed);
416 >  if(DoFit) {
417 >    gaus_mc->SetLineColor(kBlue);
418 >    gaus_data->SetLineColor(kRed);
419 >  }
420    
421    hdata->GetXaxis()->SetRangeUser(0,2);
422    hdata->GetYaxis()->SetTitleOffset(1.3);
423    hdata->Draw("e1");
424 +  
425 +  hmc->Scale(hdata->Integral()/hmc->Integral());
426 +  if(hmc->GetMaximum()>hdata->GetMaximum()) hdata->SetMaximum((hmc->GetMaximum()+sqrt((double)hmc->GetMaximum()))*1.2);
427 +  
428    hmc->Draw("histo,same");
429    hdata->Draw("e1,same");
430 <  gaus_data->Draw("same");
431 <  gaus_mc->Draw("same");
430 >  if(DoFit) {
431 >    gaus_data->Draw("same");
432 >    gaus_mc->Draw("same");
433 >  }
434 >  
435    stringstream summary;
436    summary << "#splitline{#bf{" << varname << "}}{#splitline{" << pt1 << " < p_{T}^{Z} < " << pt2 << ", " << a1 << " #leq #alpha < " << a2 << "}{#splitline{data: " << std::setprecision(4) << a << " #pm " << std::setprecision(4) << da << "}{";
437    summary << "#splitline{mc:   " << std::setprecision(4) << b << " #pm " << std::setprecision(4) << db << "}{#splitline{ratio: " << factor;
438 <  summary << " #pm " << error << "}{#splitline{}{#splitline{data fit: " << std::setprecision(4) << gaus_data->GetParameter(1) << "+/-";
439 <  summary << std::setprecision(4) << gaus_data->GetParError(1) << "}{#splitline{";
440 <  summary << "mc fit:" << std::setprecision(4) << gaus_mc->GetParameter(1) << "+/-" << std::setprecision(4) << gaus_mc->GetParError(1) << "}{ratio: ";
441 <  summary << gaus_data->GetParameter(1)/gaus_mc->GetParameter(1) << "+/-" << gaus_data->GetParameter(1)/gaus_mc->GetParameter(1) * sqrt((gaus_data->GetParError(1) * gaus_data->GetParError(1))/(gaus_data->GetParameter(1)*gaus_data->GetParameter(1)) + (gaus_mc->GetParError(1) * gaus_mc->GetParError(1))/(gaus_mc->GetParameter(1)*gaus_mc->GetParameter(1)) ) << "}}}}}}}}";
438 >  summary << " #pm " << error;
439 >  if(DoFit) {
440 >    summary << "}{#splitline{}{#splitline{data fit: " << std::setprecision(4) << gaus_data->GetParameter(1) << "+/-";
441 >    summary << std::setprecision(4) << gaus_data->GetParError(1) << "}{#splitline{";
442 >    summary << "mc fit:" << std::setprecision(4) << gaus_mc->GetParameter(1) << "#pm" << std::setprecision(4) << gaus_mc->GetParError(1) << "}{ratio: ";
443 >    summary << gaus_data->GetParameter(1)/gaus_mc->GetParameter(1) << "#pm" << gaus_data->GetParameter(1)/gaus_mc->GetParameter(1) * sqrt((gaus_data->GetParError(1) * gaus_data->GetParError(1))/(gaus_data->GetParameter(1)*gaus_data->GetParameter(1)) + (gaus_mc->GetParError(1) * gaus_mc->GetParError(1))/(gaus_mc->GetParameter(1)*gaus_mc->GetParameter(1)) ) << "}}}}";
444 >    summary << "}}}}";
445 >  } else {
446 >    summary << "}{}}}}}";
447 >  }
448 >  
449 >  if(UseFit) {
450 >    write_error(__FUNCTION__,"Requested using fit result for final result - not implemented yet!");
451 >    assert(0);
452 >  }
453 >    
454    
455    TText *infobox = write_title(summary.str());
456    infobox->SetX(0.75);
# Line 388 | Line 463 | Value get_Zb_data_over_mc(string Contain
463    CompleteSave(cn,ContainerName+"/ResponsePlots/"+saveas);
464    
465    res.MPF_Rabs_location.push_back(ZbPointResult(variable,pt1,pt2,a1,a2,Value(a,da),Value(b,db)));
466 <  cout << "Data;" << a << ";"<<da<<";MC"<<b<<";"<<db<<endl;
466 >  cout << "Data;" << a << ";"<<da<<";MC;"<<b<<";"<<db<<endl;
467    delete cn;
468    delete hdata;
469    delete hmc;
# Line 396 | Line 471 | Value get_Zb_data_over_mc(string Contain
471    return Value(factor,error);
472   }
473    
474 < ZbResultContainer new_data_mc_agreement_2d(string AlphaVariable, string ContainerName, TCut BTagCut, TCut BTagWgt) {
474 > int nFakes=1;
475 >
476 > float PurityInclusive=0.05;
477 > float PurityLoose=0.20;
478 > float PurityMedium=0.54;
479 > float PurityTight=0.82;
480 >
481 >
482 > void DeterminePurity(TCut basecut, int nptcuts, float ptcuts[], string AlphaVariable, string ContainerName, float FaceValueToBeTakenAt) {
483 >  
484 >  bool ComputePurity=false;
485 >  
486 >  if(ContainerName=="inclusive") ComputePurity=true;  
487 >  if(ContainerName=="loose") ComputePurity=true;
488 >  if(ContainerName=="medium") ComputePurity=true;
489 >  if(ContainerName=="reference") ComputePurity=true;
490 >  
491 >  if(!ComputePurity) return;
492 >  
493 >  stringstream specialcut;
494 >  specialcut << "((pt>30&& pt< 1000) && (" << AlphaVariable << "<" << FaceValueToBeTakenAt << "))";
495 >  
496 >  THStack mcm    = allsamples.DrawStack("mcm" , "mpf",1200,0,30, "MPF", "events", TCut(basecut && specialcut.str().c_str()), mc,  luminosity);
497 >  int nhists = mcm.GetHists()->GetEntries();
498 >  
499 >  float total=0;
500 >  float Zb=0;
501 >  
502 >  for (int i = 0; i < nhists; i++) {
503 >    TH1* hist = static_cast<TH1*>(mcm.GetHists()->At(i));
504 >    string name=hist->GetName();
505 >    if(Contains(name,"t_bar_t")) total+=hist->Integral();
506 >    if(Contains(name,"W_Jets")) total+=hist->Integral();
507 >    if(Contains(name,"Single_top")) total+=hist->Integral();
508 >    if(Contains(name,"Dibosons")) total+=hist->Integral();
509 >    if(Contains(name,"Z_l_")) total+=hist->Integral();
510 >    if(Contains(name,"Z_c_")) total+=hist->Integral();
511 >    if(Contains(name,"Z_b_")) {
512 >      total+=hist->Integral();
513 >      Zb+=hist->Integral();
514 >    }
515 >  }
516 >  
517 >  float purity=Zb/total;
518 >  dout << "Determined a purity of " << 100*purity << " % for the container " << ContainerName << endl;
519 >  
520 >  if(ContainerName=="inclusive") PurityInclusive=purity;
521 >  if(ContainerName=="loose") PurityLoose=purity;
522 >  if(ContainerName=="medium") PurityMedium=purity;
523 >  if(ContainerName=="reference") PurityTight=purity;
524 >  
525 >  DeleteStack(mcm);
526 > }
527 >
528 > string NiceAlphaPrint(float alpha) {
529 >  //get in : 0.3, return 0p3 ...
530 >  stringstream res;
531 >  res << int(alpha) << "p" << int(100*alpha);
532 >  return res.str();
533 > }
534 >
535 > ZbResultContainer new_data_mc_agreement_2d(bool gofast, string AlphaVariable, string ContainerName, TCut BTagCut, TCut BTagWgt, float FaceValueToBeTakenAt) {
536 >  
537 >  
538 >  if(gofast) write_info(__FUNCTION__,"Fast mode activated for "+ContainerName);
539    ZbResultContainer results(ContainerName);
540    
541 <  cutWeight=TCut("(weight*(weight<1000)*(is_data+(!is_data)))")*BTagWgt;
541 >  cutWeight=STDWEIGHT*BTagWgt;
542    LeadingB=BTagCut;
543    
544 +  
545    gStyle->SetOptFit(0);
546    TCut basecut(ZplusBsel&&LeadingB&&EtaB&&PhiZcut);
547 < //  const int nalphacuts=6;
548 < //  float alphacuts[nalphacuts] = {0.1,0.15,0.2,0.25,0.3,0.35};
547 >  const int nalphacuts=6;
548 >  float alphacuts[nalphacuts] = {0.1,0.15,0.2,0.25,0.3,0.35};
549    
410 //  const int nptcuts=5;
411 //  float ptcuts[nptcuts]={30,50,75,125,1000};
550    
551 <  write_info(__FUNCTION__,"JUST TESTING - PLEASE REMOVE THIS LINE");const int nalphacuts=2;float alphacuts[nalphacuts] = {0.1,0.3};const int nptcuts=3;float ptcuts[nptcuts]={30,75,1000};
551 >  const int nptcuts=5;
552 >  float ptcuts[nptcuts]={30,50,75,125,1000};
553    
554 +  DeterminePurity(basecut, nptcuts,ptcuts, AlphaVariable, ContainerName, FaceValueToBeTakenAt);
555    
556    float MPF_Results[nalphacuts][nptcuts];
557    float MPF_Errors[nalphacuts][nptcuts];
# Line 419 | Line 559 | ZbResultContainer new_data_mc_agreement_
559    float RABS_Errors[nalphacuts][nptcuts];
560    
561    
562 <  for(int ia=0;ia<nalphacuts;ia++) {
562 >  for(int ia=0;ia<nalphacuts && !gofast;ia++) {
563      for(int ipt=0;ipt<nptcuts-1;ipt++) {
564        stringstream specialcut;
565        float alow,ahigh;
# Line 433 | Line 573 | ZbResultContainer new_data_mc_agreement_
573          ahigh=alphacuts[ia];
574        }
575        cout << specialcut.str() << endl;
576 <      Value MPF_data_over_mc = get_Zb_data_over_mc(ContainerName,results,"mpf","",TCut(basecut && specialcut.str().c_str()),"MPF___pt_"+any2string(ptcuts[ipt])+"_"+any2string(ptcuts[ipt+1])+"__alpha_"+any2string(alphacuts[ia]), ptcuts[ipt], ptcuts[ipt+1],alow,ahigh);
577 <      Value RABS_data_over_mc = get_Zb_data_over_mc(ContainerName,results,"Zb3010_pfJetGoodPt[0]/pt","",TCut(basecut && specialcut.str().c_str()),"Rabs___pt_"+any2string(ptcuts[ipt])+"_"+any2string(ptcuts[ipt+1])+"__alpha_"+any2string(alphacuts[ia]), ptcuts[ipt], ptcuts[ipt+1],alow,ahigh);
576 >      Value MPF_data_over_mc = get_Zb_data_over_mc(ContainerName,results,"mpf","",TCut(basecut && specialcut.str().c_str()),"MPF___pt_"+any2string(ptcuts[ipt])+"_"+any2string(ptcuts[ipt+1])+"__alpha_"+any2string(NiceAlphaPrint(alphacuts[ia])), ptcuts[ipt], ptcuts[ipt+1],alow,ahigh);
577 >      Value RABS_data_over_mc = get_Zb_data_over_mc(ContainerName,results,"ZbCHS3010_pfJetGoodPt[0]/pt","",TCut(basecut && specialcut.str().c_str()),"Rabs___pt_"+any2string(ptcuts[ipt])+"_"+any2string(ptcuts[ipt+1])+"__alpha_"+any2string(NiceAlphaPrint(alphacuts[ia])), ptcuts[ipt], ptcuts[ipt+1],alow,ahigh);
578        
579        MPF_Results[ia][ipt]=MPF_data_over_mc.getValue();
580        MPF_Errors[ia][ipt]=MPF_data_over_mc.getError();
# Line 468 | Line 608 | ZbResultContainer new_data_mc_agreement_
608      int rabs_counter=0;
609      int mpf_counter=0;
610      
611 <    for(int ia=0;ia<nalphacuts;ia++) {
611 >    for(int ia=0;ia<nalphacuts && !gofast;ia++) {
612        cout << "Setting a point for an alpha cut at " << alphacuts[ia] << " with value " << MPF_Results[ia][ipt] << " (MPF) and " << RABS_Results[ia][ipt] << " (RABS)" << endl;
613        if(MPF_Results[ia][ipt]==MPF_Results[ia][ipt] && MPF_Errors[ia][ipt]==MPF_Errors[ia][ipt]) { // remove nan's
614         mpf_gr->SetPoint(mpf_counter,alphacuts[ia],MPF_Results[ia][ipt]);
# Line 491 | Line 631 | ZbResultContainer new_data_mc_agreement_
631      }
632      
633      stringstream specialcut;
634 <    specialcut << "((pt>" << ptcuts[ipt] << " && pt< " << ptcuts[ipt+1] << ") && (" << AlphaVariable << "<0.3))";
635 <    Value MPF_data_over_mc = get_Zb_data_over_mc(ContainerName,results,"mpf","",TCut(basecut && specialcut.str().c_str()),"MPF___pt_"+any2string(ptcuts[ipt])+"_"+any2string(ptcuts[ipt+1])+"__INCLUSIVEalpha_0.3",ptcuts[ipt],ptcuts[ipt+1],0,0.3);
636 <    Value RABS_data_over_mc = get_Zb_data_over_mc(ContainerName,results,"Zb3010_pfJetGoodPt[0]/pt","",TCut(basecut && specialcut.str().c_str()),"Rabs___pt_"+any2string(ptcuts[ipt])+"_"+any2string(ptcuts[ipt+1])+"__INCLUSIVEalpha_0.3",ptcuts[ipt],ptcuts[ipt+1],0,0.3);
634 >    specialcut << "((pt>" << ptcuts[ipt] << " && pt< " << ptcuts[ipt+1] << ") && (" << AlphaVariable << "<" << FaceValueToBeTakenAt << "))";
635 >    Value MPF_data_over_mc = get_Zb_data_over_mc(ContainerName,results,"mpf","",TCut(basecut && specialcut.str().c_str()),"MPF___pt_"+any2string(ptcuts[ipt])+"_"+any2string(ptcuts[ipt+1])+"__INCLUSIVEalpha_"+any2string(FaceValueToBeTakenAt),ptcuts[ipt],ptcuts[ipt+1],0,FaceValueToBeTakenAt);
636 >    Value RABS_data_over_mc = get_Zb_data_over_mc(ContainerName,results,"ZbCHS3010_pfJetGoodPt[0]/pt","",TCut(basecut && specialcut.str().c_str()),"Rabs___pt_"+any2string(ptcuts[ipt])+"_"+any2string(ptcuts[ipt+1])+"__INCLUSIVEalpha_"+any2string(FaceValueToBeTakenAt),ptcuts[ipt],ptcuts[ipt+1],0,FaceValueToBeTakenAt);
637      cout << "About to add a point in pt (" << (ptcuts[ipt]+ptcuts[ipt+1])/2 << " ) to face value : " << MPF_data_over_mc << " (MPF) , " <<  RABS_data_over_mc << "(RABS)" << endl;
638      MPF_FaceValueAtPoint3->SetPoint(ipt,(ptcuts[ipt]+ptcuts[ipt+1])/2,MPF_data_over_mc.getValue());
639      MPF_FaceValueAtPoint3->SetPointError(ipt,0,MPF_data_over_mc.getError());
640      RABS_FaceValueAtPoint3->SetPoint(ipt,(ptcuts[ipt]+ptcuts[ipt+1])/2,RABS_data_over_mc.getValue());
641      RABS_FaceValueAtPoint3->SetPointError(ipt,0,RABS_data_over_mc.getError());
642      
503    can->cd();
504    mpf_gr->SetMarkerStyle(21);
505    mpf_gr->SetMarkerColor(kBlue);
506    mpf_gr->Draw("AP");
507    mpf_gr->Fit("pol1","");
508    mpf_gr->GetXaxis()->SetTitle("#alpha");
509    mpf_gr->GetXaxis()->CenterTitle();
510    mpf_gr->GetYaxis()->SetTitle("<MPF>_{data}/<MPF>_{mc}");
511    mpf_gr->GetYaxis()->CenterTitle();
512    TF1 *mpf_pol=(TF1*)mpf_gr->GetFunction("pol1");
513    mpf_pol->SetLineWidth(0);
514    TF1 *mpf_pol_complete = new TF1("mpf_pol_complete","[0]+[1]*x");
515    mpf_pol_complete->SetParameters(mpf_pol->GetParameters());
516    mpf_pol_complete->SetLineWidth(1);
517    mpf_pol_complete->SetLineColor(kBlue);
518    float min,max;
519    FindMinMax(mpf_gr,min,max);
520    TH1F *histo = new TH1F("histo","histo",1,0,0.4);
521    histo->GetXaxis()->SetTitle("#alpha");
522    histo->GetYaxis()->SetTitle("<MPF>_{data}/<MPF>_{mc}");
523    histo->GetXaxis()->CenterTitle();
524    histo->GetYaxis()->CenterTitle();
525    histo->GetYaxis()->SetTitleOffset(1.3);
526    histo->SetStats(0);
527    histo->GetXaxis()->SetRangeUser(0,0.4);
528    histo->GetYaxis()->SetRangeUser(min,max);
529    mpf_gr->GetYaxis()->SetRangeUser(min,max);
530    
531    TPolyLine *mpf_fit_uncert = GetFitUncertaintyShape(mpf_gr, "pol1", min, max,0.0,0.4);
532    mpf_pol->SetLineColor(TColor::GetColor("#0101DF"));
533    mpf_fit_uncert->SetFillColor(TColor::GetColor("#5353FC"));
534    histo->GetYaxis()->SetTitle("<MPF>_{data}/<MPF>_{mc}");
535    histo->Draw();
536    mpf_fit_uncert->Draw("F");
537    mpf_fit_uncert->Draw("");
538    mpf_gr->Draw("P");
539    mpf_pol_complete->Draw("same");
540    
541    float mpf_a=mpf_pol->GetParameter(0);
542    float mpf_b=mpf_pol->GetParameter(1);
543    MPF_FinalGraph->SetPoint(ipt,0.5*(ptcuts[ipt]+ptcuts[ipt+1]),mpf_a);
544    MPF_FinalGraph->SetPointError(ipt,0,mpf_pol->GetParError(0));
545    
546    MPF_ExtraPolatedResults[ipt]=mpf_a;
547    
548    stringstream mpf_info;
549    mpf_info <<  "#splitline{#splitline{#splitline{" << ptcuts[ipt] << " GeV < p_{T}^{Z} < " << ptcuts[ipt+1] << " GeV }{ (MPF) }}{Extrapolated value: " << std::setprecision(4) << mpf_a << "}}{#chi^{2}/NDF : " << mpf_pol->GetChisquare() << " / " << mpf_pol->GetNDF() << "}";
550    
551    TText *mpf_mark = write_title(mpf_info.str());
552    mpf_mark->SetX(0.75);
553    mpf_mark->SetTextSize(0.03);
554    mpf_mark->SetY(0.75);
555    mpf_mark->Draw();
643      
557    string filenamebkp=filename.str();
558    filename << "__MPF";
559    DrawPrelim();
560    CompleteSave(can,ContainerName+"/"+filename.str());
561    cout << "MPF : " << mpf_a << " + " << mpf_b << " * alpha " << endl;
644      
645 <    filename.str("");
645 >    if(!gofast) {
646 >      can->cd();
647 >      mpf_gr->SetMarkerStyle(21);
648 >      mpf_gr->SetMarkerColor(kBlue);
649 >      mpf_gr->Draw("AP");
650 >      mpf_gr->Fit("pol1","");
651 >      mpf_gr->GetXaxis()->SetTitle("#alpha");
652 >      mpf_gr->GetXaxis()->CenterTitle();
653 >      mpf_gr->GetYaxis()->SetTitle("<MPF>_{data}/<MPF>_{mc}");
654 >      mpf_gr->GetYaxis()->CenterTitle();
655 >      TF1 *mpf_pol=(TF1*)mpf_gr->GetFunction("pol1");
656 >      mpf_pol->SetLineWidth(0);
657 >      TF1 *mpf_pol_complete = new TF1("mpf_pol_complete","[0]+[1]*x");
658 >      mpf_pol_complete->SetParameters(mpf_pol->GetParameters());
659 >      mpf_pol_complete->SetLineWidth(1);
660 >      mpf_pol_complete->SetLineColor(kBlue);
661 >      
662 >      float min,max;
663 >      FindMinMax(mpf_gr,min,max);
664 >      TH1F *histo = new TH1F("histo","histo",1,0,0.4);
665 >      histo->GetXaxis()->SetTitle("#alpha");
666 >      histo->GetYaxis()->SetTitle("<MPF>_{data}/<MPF>_{mc}");
667 >      histo->GetXaxis()->CenterTitle();
668 >      histo->GetYaxis()->CenterTitle();
669 >      histo->GetYaxis()->SetTitleOffset(1.3);
670 >      histo->SetStats(0);
671 >      histo->GetXaxis()->SetRangeUser(0,0.4);
672 >      histo->GetYaxis()->SetRangeUser(min,max);
673 >      mpf_gr->GetYaxis()->SetRangeUser(min,max);
674 >      
675 >      TPolyLine *mpf_fit_uncert = GetFitUncertaintyShape(mpf_gr, "pol1", min, max,0.0,0.4);
676 >      mpf_pol->SetLineColor(TColor::GetColor("#0101DF"));
677 >      mpf_fit_uncert->SetFillColor(TColor::GetColor("#5353FC"));
678 >      histo->GetYaxis()->SetTitle("<MPF>_{data}/<MPF>_{mc}");
679 >      histo->Draw();
680 >      mpf_fit_uncert->Draw("F");
681 >      mpf_fit_uncert->Draw("");
682 >      mpf_gr->Draw("P");
683 >      mpf_pol_complete->Draw("same");
684 >      
685 >      float mpf_a=mpf_pol->GetParameter(0);
686 >      float mpf_b=mpf_pol->GetParameter(1);
687 >      MPF_FinalGraph->SetPoint(ipt,0.5*(ptcuts[ipt]+ptcuts[ipt+1]),mpf_a);
688 >      MPF_FinalGraph->SetPointError(ipt,0,mpf_pol->GetParError(0));
689 >      
690 >      MPF_ExtraPolatedResults[ipt]=mpf_a;
691 >      
692 >      stringstream mpf_info;
693 >      mpf_info <<  "#splitline{#splitline{#splitline{" << ptcuts[ipt] << " GeV < p_{T}^{Z} < " << ptcuts[ipt+1] << " GeV }{ (MPF) }}{Extrapolated value: " << std::setprecision(4) << mpf_a << "}}{#chi^{2}/NDF : " << mpf_pol->GetChisquare() << " / " << mpf_pol->GetNDF() << "}";
694 >      
695 >      TText *mpf_mark = write_title(mpf_info.str());
696 >      mpf_mark->SetX(0.75);
697 >      mpf_mark->SetTextSize(0.03);
698 >      mpf_mark->SetY(0.75);
699 >      mpf_mark->Draw();
700 >      
701 >      string filenamebkp=filename.str();
702 >      filename << "__MPF";
703 >      DrawPrelim();
704 >      CompleteSave(can,ContainerName+"/"+filename.str());
705 >      cout << "MPF : " << mpf_a << " + " << mpf_b << " * alpha " << endl;
706 >      
707 >      filename.str("");
708 >      
709 >      rabs_gr->SetMarkerStyle(21);
710 >      rabs_gr->SetMarkerColor(kRed);
711 >      rabs_gr->Draw("AP");
712 >      rabs_gr->Fit("pol1","");
713 >      rabs_gr->GetXaxis()->SetTitle("#alpha");
714 >      rabs_gr->GetXaxis()->CenterTitle();
715 >      rabs_gr->GetYaxis()->SetTitle("<R_{abs}>_{data}/<R_{abs}>_{mc}");
716 >      rabs_gr->GetYaxis()->CenterTitle();
717 >      TF1 *rabs_pol=(TF1*)rabs_gr->GetFunction("pol1");
718 >      rabs_pol->SetLineWidth(0);
719 >      TF1 *rabs_pol_complete = new TF1("rabs_pol_complete","[0]+[1]*x");
720 >      rabs_pol_complete->SetParameters(rabs_pol->GetParameters());
721 >      rabs_pol_complete->SetLineColor(kRed);
722 >      rabs_pol_complete->SetLineWidth(1);
723 >      FindMinMax(rabs_gr,min,max);
724 >      rabs_gr->GetYaxis()->SetRangeUser(min,max);
725 >      histo->GetYaxis()->SetRangeUser(min,max);
726 >      TPolyLine *rabs_fit_uncert = GetFitUncertaintyShape(rabs_gr, "pol1", min, max,0.0,0.4);
727 >      rabs_pol->SetLineColor(TColor::GetColor("#FA5858"));
728 >      rabs_pol->SetFillColor(TColor::GetColor("#FA5858"));
729 >      rabs_fit_uncert->SetLineColor(TColor::GetColor("#FA5858"));
730 >      rabs_fit_uncert->SetFillColor(TColor::GetColor("#FA5858"));
731 >      histo->GetYaxis()->SetTitle("<R_{abs}>_{data}/<R_{abs}>_{mc}");
732 >      histo->Draw();
733 >      rabs_fit_uncert->Draw("F");
734 >      rabs_fit_uncert->Draw("");
735 >      rabs_gr->Draw("P");
736 >      rabs_pol_complete->Draw("same");
737 >      
738 >      float rabs_a=rabs_pol->GetParameter(0);
739 >      float rabs_b=rabs_pol->GetParameter(1);
740 >      RABS_FinalGraph->SetPoint(ipt,0.5*(ptcuts[ipt]+ptcuts[ipt+1]),rabs_a);
741 >      RABS_FinalGraph->SetPointError(ipt,0,rabs_pol->GetParError(0));
742 >      
743 >      cout << "!+!+!+!+!+!+!+!+!+ Just added a point to the final plot : " << rabs_a << " +/- " << rabs_pol->GetParError(0) << endl;
744 >      
745 >      stringstream rabs_info;
746 >      rabs_info << "#splitline{#splitline{#splitline{" << ptcuts[ipt] << " GeV < p_{T}^{Z} < " << ptcuts[ipt+1] << " GeV }{ (R_{abs}) }}{Extrapolated value: " << std::setprecision(4) << rabs_a << "}}{#chi^{2}/NDF : " << rabs_pol->GetChisquare() << " / " << rabs_pol->GetNDF() << "}";
747 >      TText *rabs_mark = write_title(rabs_info.str());
748 >      rabs_mark->SetX(0.75);
749 >      rabs_mark->SetTextSize(0.03);
750 >      rabs_mark->SetY(0.75);
751 >      rabs_mark->Draw();
752 >      
753 >      RABS_ExtraPolatedResults[ipt]=rabs_a;
754 >      filename << filenamebkp << "__RABS";
755 >      DrawPrelim();
756 >      CompleteSave(can,ContainerName+"/"+filename.str());
757 >      cout << "RABS : " << rabs_a << " + " << rabs_b << " * alpha " << endl;
758 >    }
759 >  }
760 >  
761 >  float MPFResult;
762 >  float MPFResultError;
763 >  
764 >  float RabsResult;
765 >  float RabsResultError;
766 >
767 >  if(!gofast) {
768 >    MPF_FinalGraph->SetMarkerStyle(21);
769 >    MPF_FinalGraph->SetMarkerColor(kBlue);
770 >    MPF_FinalGraph->Fit("pol0",""); // quiet, use minos
771 >    
772 >    TF1 *mpf_pol0=(TF1*)MPF_FinalGraph->GetFunction("pol0");
773 >    TF1 *mpf_pol0_complete = new TF1("mpf_pol0_complete","[0]+[1]*x");
774 >    mpf_pol0_complete->SetLineWidth(1);
775 >    mpf_pol0_complete->SetLineColor(kBlue);
776 >    mpf_pol0->SetLineColor(kBlue);
777 >    MPF_FinalGraph->Draw("AP");
778 >    MPF_FinalGraph->GetXaxis()->SetTitle("p_{T}^{Z}");
779 >    MPF_FinalGraph->GetXaxis()->CenterTitle();
780 >    MPF_FinalGraph->GetYaxis()->SetTitle("<MPF>_{data}/<MPF>_{mc}");
781 >    MPF_FinalGraph->GetYaxis()->CenterTitle();
782 >    MPF_FinalGraph->Draw("AP");
783 >    mpf_pol0_complete->Draw("same");
784 >    
785 >    stringstream mpf_result;
786 >    mpf_result << "#splitline{C_{abs}= " << std::setprecision(5) << 1/mpf_pol0->GetParameter(0) << " #pm " << std::setprecision(2) << mpf_pol0->GetParError(0)/(mpf_pol0->GetParameter(0)*mpf_pol0->GetParameter(0)) << "}{ (MPF)}";
787 >    TText *rmpf_final_mark = write_title(mpf_result.str());
788 >    rmpf_final_mark->SetX(0.75);
789 >    rmpf_final_mark->SetY(0.75);
790 >    rmpf_final_mark->SetTextSize(0.03);
791 >    rmpf_final_mark->Draw();
792 >    DrawPrelim();
793 >    MPFResult=1/mpf_pol0->GetParameter(0);
794 >    MPFResultError=mpf_pol0->GetParError(0)/(mpf_pol0->GetParameter(0)*mpf_pol0->GetParameter(0));
795      
796 <    rabs_gr->SetMarkerStyle(21);
797 <    rabs_gr->SetMarkerColor(kRed);
798 <    rabs_gr->Draw("AP");
799 <    rabs_gr->Fit("pol1","");
800 <    rabs_gr->GetXaxis()->SetTitle("#alpha");
801 <    rabs_gr->GetXaxis()->CenterTitle();
802 <    rabs_gr->GetYaxis()->SetTitle("<R_{abs}>_{data}/<R_{abs}>_{mc}");
803 <    rabs_gr->GetYaxis()->CenterTitle();
804 <    TF1 *rabs_pol=(TF1*)rabs_gr->GetFunction("pol1");
805 <    rabs_pol->SetLineWidth(0);
806 <    TF1 *rabs_pol_complete = new TF1("rabs_pol_complete","[0]+[1]*x");
807 <    rabs_pol_complete->SetParameters(rabs_pol->GetParameters());
808 <    rabs_pol_complete->SetLineColor(kRed);
809 <    rabs_pol_complete->SetLineWidth(1);
810 <    FindMinMax(rabs_gr,min,max);
811 <    rabs_gr->GetYaxis()->SetRangeUser(min,max);
812 <    histo->GetYaxis()->SetRangeUser(min,max);
813 <    TPolyLine *rabs_fit_uncert = GetFitUncertaintyShape(rabs_gr, "pol1", min, max,0.0,0.4);
814 <    rabs_pol->SetLineColor(TColor::GetColor("#FA5858"));
815 <    rabs_pol->SetFillColor(TColor::GetColor("#FA5858"));
816 <    rabs_fit_uncert->SetLineColor(TColor::GetColor("#FA5858"));
817 <    rabs_fit_uncert->SetFillColor(TColor::GetColor("#FA5858"));
818 <    histo->GetYaxis()->SetTitle("<R_{abs}>_{data}/<R_{abs}>_{mc}");
588 <    histo->Draw();
589 <    rabs_fit_uncert->Draw("F");
590 <    rabs_fit_uncert->Draw("");
591 <    rabs_gr->Draw("P");
592 <    rabs_pol_complete->Draw("same");
593 <
594 <    
595 <    float rabs_a=rabs_pol->GetParameter(0);
596 <    float rabs_b=rabs_pol->GetParameter(1);
597 <    RABS_FinalGraph->SetPoint(ipt,0.5*(ptcuts[ipt]+ptcuts[ipt+1]),rabs_a);
598 <    RABS_FinalGraph->SetPointError(ipt,0,rabs_pol->GetParError(0));
599 <    
600 <    cout << "!+!+!+!+!+!+!+!+!+ Just added a point to the final plot : " << rabs_a << " +/- " << rabs_pol->GetParError(0) << endl;
601 <    
602 <    stringstream rabs_info;
603 <    rabs_info << "#splitline{#splitline{#splitline{" << ptcuts[ipt] << " GeV < p_{T}^{Z} < " << ptcuts[ipt+1] << " GeV }{ (R_{abs}) }}{Extrapolated value: " << std::setprecision(4) << rabs_a << "}}{#chi^{2}/NDF : " << rabs_pol->GetChisquare() << " / " << rabs_pol->GetNDF() << "}";
604 <    TText *rabs_mark = write_title(rabs_info.str());
605 <    rabs_mark->SetX(0.75);
606 <    rabs_mark->SetTextSize(0.03);
607 <    rabs_mark->SetY(0.75);
608 <    rabs_mark->Draw();
796 >    stringstream filename2;
797 >    filename2 << "Extrapolation/FINAL_RESULT_MPF";
798 >    CompleteSave(can,ContainerName+"/"+filename2.str());
799 >    
800 >    RABS_FinalGraph->SetMarkerStyle(21);
801 >    RABS_FinalGraph->SetMarkerStyle(21);
802 >    RABS_FinalGraph->SetMarkerColor(kRed);
803 >    RABS_FinalGraph->Fit("pol0","QE"); // quiet, use minos
804 >    RABS_FinalGraph->Draw("AP");
805 >    RABS_FinalGraph->GetXaxis()->SetTitle("p_{T}^{Z}");
806 >    RABS_FinalGraph->GetXaxis()->CenterTitle();
807 >    RABS_FinalGraph->GetYaxis()->SetTitle("<R_{abs}>_{data}/<R_{abs}>_{mc}");
808 >    RABS_FinalGraph->GetYaxis()->CenterTitle();
809 >    RABS_FinalGraph->Draw("AP");
810 >    TF1 *rabs_pol0=(TF1*)RABS_FinalGraph->GetFunction("pol0");
811 >    stringstream rabs_result;
812 >    rabs_result << "#splitline{C_{abs}= " << std::setprecision(5) << 1/rabs_pol0->GetParameter(0) << " #pm " << std::setprecision(2) << rabs_pol0->GetParError(0)/(rabs_pol0->GetParameter(0)*rabs_pol0->GetParameter(0)) << "}{ (R_{abs})}";;
813 >    TText *rabs_final_mark = write_title(rabs_result.str());
814 >    rabs_final_mark->SetX(0.75);
815 >    rabs_final_mark->SetY(0.75);
816 >    rabs_final_mark->SetTextSize(0.03);
817 >    rabs_final_mark->Draw();
818 >    DrawPrelim();
819      
820 +    RabsResult=1/rabs_pol0->GetParameter(0);
821 +    RabsResultError=rabs_pol0->GetParError(0)/(rabs_pol0->GetParameter(0)*rabs_pol0->GetParameter(0));
822      
823 <    RABS_ExtraPolatedResults[ipt]=rabs_a;
824 <    filename << filenamebkp << "__RABS";
825 <    DrawPrelim();
614 <    CompleteSave(can,ContainerName+"/"+filename.str());
615 <    cout << "RABS : " << rabs_a << " + " << rabs_b << " * alpha " << endl;
823 >    filename2.str("");
824 >    filename2 << "Extrapolation/FINAL_RESULT_RABS";
825 >    CompleteSave(can,ContainerName+"/"+filename2.str());
826    }
827 <  
618 <  MPF_FinalGraph->SetMarkerStyle(21);
619 <  MPF_FinalGraph->SetMarkerColor(kBlue);
620 <  MPF_FinalGraph->Fit("pol0",""); // quiet, use minos
621 <  
622 <  TF1 *mpf_pol0=(TF1*)MPF_FinalGraph->GetFunction("pol0");
623 <  TF1 *mpf_pol0_complete = new TF1("mpf_pol0_complete","[0]+[1]*x");
624 <  mpf_pol0_complete->SetLineWidth(1);
625 <  mpf_pol0_complete->SetLineColor(kBlue);
626 <  mpf_pol0->SetLineColor(kBlue);
627 <  MPF_FinalGraph->Draw("AP");
628 <  MPF_FinalGraph->GetXaxis()->SetTitle("p_{T}^{Z}");
629 <  MPF_FinalGraph->GetXaxis()->CenterTitle();
630 <  MPF_FinalGraph->GetYaxis()->SetTitle("<MPF>_{data}/<MPF>_{mc}");
631 <  MPF_FinalGraph->GetYaxis()->CenterTitle();
632 <  MPF_FinalGraph->Draw("AP");
633 <  mpf_pol0_complete->Draw("same");
634 <  
635 <  stringstream mpf_result;
636 <  mpf_result << "#splitline{C_{abs}= " << std::setprecision(5) << 1/mpf_pol0->GetParameter(0) << " #pm " << std::setprecision(2) << mpf_pol0->GetParError(0)/(mpf_pol0->GetParameter(0)*mpf_pol0->GetParameter(0)) << "}{ (MPF)}";
637 <  TText *rmpf_final_mark = write_title(mpf_result.str());
638 <  rmpf_final_mark->SetX(0.75);
639 <  rmpf_final_mark->SetY(0.75);
640 <  rmpf_final_mark->SetTextSize(0.03);
641 <  rmpf_final_mark->Draw();
642 <  DrawPrelim();
643 <  float MPFResult=1/mpf_pol0->GetParameter(0);
644 <  float MPFResultError=mpf_pol0->GetParError(0)/(mpf_pol0->GetParameter(0)*mpf_pol0->GetParameter(0));
645 <  
646 <  stringstream filename2;
647 <  filename2 << "Extrapolation/FINAL_RESULT_MPF";
648 <  CompleteSave(can,ContainerName+"/"+filename2.str());
649 <  
650 <  
651 <  RABS_FinalGraph->SetMarkerStyle(21);
652 <  RABS_FinalGraph->SetMarkerStyle(21);
653 <  RABS_FinalGraph->SetMarkerColor(kRed);
654 <  RABS_FinalGraph->Fit("pol0","QE"); // quiet, use minos
655 <  RABS_FinalGraph->Draw("AP");
656 <  RABS_FinalGraph->GetXaxis()->SetTitle("p_{T}^{Z}");
657 <  RABS_FinalGraph->GetXaxis()->CenterTitle();
658 <  RABS_FinalGraph->GetYaxis()->SetTitle("<R_{abs}>_{data}/<R_{abs}>_{mc}");
659 <  RABS_FinalGraph->GetYaxis()->CenterTitle();
660 <  RABS_FinalGraph->Draw("AP");
661 <  TF1 *rabs_pol0=(TF1*)RABS_FinalGraph->GetFunction("pol0");
662 <  stringstream rabs_result;
663 <  rabs_result << "#splitline{C_{abs}= " << std::setprecision(5) << 1/rabs_pol0->GetParameter(0) << " #pm " << std::setprecision(2) << rabs_pol0->GetParError(0)/(rabs_pol0->GetParameter(0)*rabs_pol0->GetParameter(0)) << "}{ (R_{abs})}";;
664 <  TText *rabs_final_mark = write_title(rabs_result.str());
665 <  rabs_final_mark->SetX(0.75);
666 <  rabs_final_mark->SetY(0.75);
667 <  rabs_final_mark->SetTextSize(0.03);
668 <  rabs_final_mark->Draw();
669 <  DrawPrelim();
670 <  
671 <  float RabsResult=1/rabs_pol0->GetParameter(0);
672 <  float RabsResultError=rabs_pol0->GetParError(0)/(rabs_pol0->GetParameter(0)*rabs_pol0->GetParameter(0));
673 <  
674 <  filename2.str("");
675 <  filename2 << "Extrapolation/FINAL_RESULT_RABS";
676 <  CompleteSave(can,ContainerName+"/"+filename2.str());
677 <  
827 >
828    can->cd();
829    MPF_FaceValueAtPoint3->SetMarkerStyle(21);
830    MPF_FaceValueAtPoint3->SetMarkerColor(kBlue);
# Line 682 | Line 832 | ZbResultContainer new_data_mc_agreement_
832    MPF_FaceValueAtPoint3->Draw("AP");
833    MPF_FaceValueAtPoint3->GetXaxis()->SetTitle("p_{T}^{Z}");
834    MPF_FaceValueAtPoint3->GetXaxis()->CenterTitle();
835 <  MPF_FaceValueAtPoint3->GetYaxis()->SetTitle("<MPF>__{data}/<MPF>_{mc} for #alpha<0.3");
835 >  MPF_FaceValueAtPoint3->GetYaxis()->SetTitle(((string)"<MPF>__{data}/<MPF>_{mc} for #alpha<"+any2string(FaceValueToBeTakenAt)).c_str());
836    MPF_FaceValueAtPoint3->GetYaxis()->CenterTitle();
837    MPF_FaceValueAtPoint3->Draw("AP");
838    TF1 *faceval_pol0=(TF1*)MPF_FaceValueAtPoint3->GetFunction("pol0");
# Line 692 | Line 842 | ZbResultContainer new_data_mc_agreement_
842    TF1 *faceval_pol0_complete = new TF1("faceval_pol0_complete","[0]+[1]*x");
843    faceval_pol0_complete->SetParameters(faceval_pol0->GetParameters());
844    stringstream faceval_result;
845 <  faceval_result << "#splitline{C_{abs}= " << std::setprecision(5) << 1/faceval_pol0->GetParameter(0) << " #pm " << std::setprecision(2) << faceval_pol0->GetParError(0)/(faceval_pol0->GetParameter(0)*faceval_pol0->GetParameter(0)) << "}{ (MPF at #alpha<0.3)}";;
845 >  faceval_result << "#splitline{C_{abs}= " << std::setprecision(5) << 1/faceval_pol0->GetParameter(0) << " #pm " << std::setprecision(2) << faceval_pol0->GetParError(0)/(faceval_pol0->GetParameter(0)*faceval_pol0->GetParameter(0)) << "}{ (MPF at #alpha<" << FaceValueToBeTakenAt << ")}";;
846    TText *faceval_final_mark = write_title(faceval_result.str());
847    faceval_final_mark->SetX(0.75);
848    faceval_final_mark->SetY(0.75);
# Line 703 | Line 853 | ZbResultContainer new_data_mc_agreement_
853    float FaceValResult=1/faceval_pol0->GetParameter(0);
854    float FaceValResultError=faceval_pol0->GetParError(0)/(faceval_pol0->GetParameter(0)*faceval_pol0->GetParameter(0));
855    
856 +  stringstream filename2;
857    filename2.str("");
858    filename2 << "Extrapolation/FINAL_RESULT_MPF_FaceValp3";
859    CompleteSave(can,ContainerName+"/"+filename2.str());
# Line 714 | Line 865 | ZbResultContainer new_data_mc_agreement_
865    RABS_FaceValueAtPoint3->Draw("AP");
866    RABS_FaceValueAtPoint3->GetXaxis()->SetTitle("p_{T}^{Z}");
867    RABS_FaceValueAtPoint3->GetXaxis()->CenterTitle();
868 <  RABS_FaceValueAtPoint3->GetYaxis()->SetTitle("<R_{abs}>_{data}/<R_{abs}>_{mc} for #alpha<0.3");
868 >  RABS_FaceValueAtPoint3->GetYaxis()->SetTitle(((string)"<R_{abs}>_{data}/<R_{abs}>_{mc} for #alpha<"+any2string(FaceValueToBeTakenAt)).c_str());
869    RABS_FaceValueAtPoint3->GetYaxis()->CenterTitle();
870    RABS_FaceValueAtPoint3->Draw("AP");
871    TF1 *faceval_pol0RABS=(TF1*)RABS_FaceValueAtPoint3->GetFunction("pol0");
# Line 724 | Line 875 | ZbResultContainer new_data_mc_agreement_
875    faceval_pol0RABS->SetLineColor(kRed);
876    faceval_pol0RABS_complete->Draw("same");
877    stringstream RABSfaceval_result;
878 <  RABSfaceval_result << "#splitline{C_{abs}= " << std::setprecision(5) << 1/faceval_pol0RABS->GetParameter(0) << " #pm " << std::setprecision(2) << faceval_pol0RABS->GetParError(0)/(faceval_pol0RABS->GetParameter(0)*faceval_pol0RABS->GetParameter(0)) << "}{ (R_{abs} at #alpha<0.3)}";;
878 >  RABSfaceval_result << "#splitline{C_{abs}= " << std::setprecision(5) << 1/faceval_pol0RABS->GetParameter(0) << " #pm " << std::setprecision(2) << faceval_pol0RABS->GetParError(0)/(faceval_pol0RABS->GetParameter(0)*faceval_pol0RABS->GetParameter(0)) << "}{ (R_{abs} at #alpha<" << FaceValueToBeTakenAt << ")}";;
879    TText *RABSfaceval_final_mark = write_title(RABSfaceval_result.str());
880    RABSfaceval_final_mark->SetX(0.75);
881    RABSfaceval_final_mark->SetY(0.75);
# Line 740 | Line 891 | ZbResultContainer new_data_mc_agreement_
891    CompleteSave(can,ContainerName+"/"+filename2.str());
892    
893    cout << "FINAL RESULTS: " << endl;
894 <  cout << "MPF : " << MPFResult  << " +/- " << MPFResultError  << endl;
895 <  cout << "Rabs: " << RabsResult << " +/- " << RabsResultError << endl;
896 <  cout << "Face value at 0.3 :" << FaceValResult << " +/- " << FaceValResultError << "  (MPF) " << endl;
897 <  cout << "Face value at 0.3 :" << RABSFaceValResult << " +/- " << RABSFaceValResultError << "  (RABS) " << endl;
894 >  if(!gofast) cout << "MPF : " << MPFResult  << " +/- " << MPFResultError  << endl;
895 >  if(!gofast) cout << "Rabs: " << RabsResult << " +/- " << RabsResultError << endl;
896 >  cout << "Face value at " << FaceValueToBeTakenAt << " :" << FaceValResult << " +/- " << FaceValResultError << "  (MPF) " << endl;
897 >  cout << "Face value at " << FaceValueToBeTakenAt << " :" << RABSFaceValResult << " +/- " << RABSFaceValResultError << "  (RABS) " << endl;
898    
899    delete can;
900    
901    results.MPF_Result_FaceValue=Value(FaceValResult,FaceValResultError);
902    results.Rabs_Result_FaceValue=Value(RABSFaceValResult,RABSFaceValResultError);
903 <  results.MPF_Result_Extrapolated=Value(MPFResult,MPFResultError);
904 <  results.Rabs_Result_Extrapolated=Value(RabsResult,RabsResultError);
903 >  if(!gofast) results.MPF_Result_Extrapolated=Value(MPFResult,MPFResultError);
904 >  if(!gofast) results.Rabs_Result_Extrapolated=Value(RabsResult,RabsResultError);
905    cout << results << endl;
906    return results;
907   }
908  
909  
910 < void TEST_DoPUStudy(string identifier) {
910 > void DoPUStudy(string identifier) {
911    
912    float numVtxcuts[7]={0,10,15,20};
913    
# Line 775 | Line 926 | void TEST_DoPUStudy(string identifier) {
926        cout << numVtxcuts[i-1] << ";";
927      }
928      
929 +    sSpecialCut << " && " << identifier << "_alpha<0.3";
930      TCut SpecialCut(sSpecialCut.str().c_str());
931      
932      
933 <    malpha[i] = allsamples.Draw("malpha"+any2string(i),"mpf",1000,0,10,"MPF","events",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&SpecialCut,mc,luminosity);
934 <    dalpha[i] = allsamples.Draw("dalpha"+any2string(i),"mpf",1000,0,10,"MPF","events",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&SpecialCut,data,luminosity);
933 >    malpha[i] = allsamples.Draw("malpha"+any2string(i),"mpf",1000,0,2,"MPF","events",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&SpecialCut,mc,luminosity);
934 >    dalpha[i] = allsamples.Draw("dalpha"+any2string(i),"mpf",1000,0,2,"MPF","events",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&SpecialCut,data,luminosity);
935      
936      
937      float a=dalpha[i]->GetMean();
# Line 790 | Line 942 | void TEST_DoPUStudy(string identifier) {
942      float error = TMath::Sqrt(  (1/(b*b)) * (da*da) + ((a*a)/(b*b))*db*db);
943    
944      cout << malpha[i]->GetMean() << ";" << malpha[i]->GetMeanError() << ";" << dalpha[i]->GetMean() << ";" << dalpha[i]->GetMeanError() << ";" << malpha[i]->Integral()<<";"<<dalpha[i]->Integral() << ";"<<factor << ";" << error <<  endl;
793    malpha[i]->SetLineColor(i+1);
794    if(i==0) malpha[i]->Draw("histo");
795    else malpha[i]->Draw("histo,same");
796  }
797  
798  CompleteSave(can,"AlphaOverview_"+identifier);
799  delete can;
800  
801 /*  for(int i=1;i<8;i++) {
945      delete malpha[i];
946      delete dalpha[i];
947    }
948 <  */
948 >  
949 >  delete can;
950    
951   }
952  
953 < void TEST_ScenarioComparison() {
953 > void ScenarioComparison() {
954   //very dumb way to do this.
955 +
956    TGraphAsymmErrors *gr[5];
957    TF1 *fit[5];
958 <  bool dofit=false;
958 >  bool dofit=true;
959    
960    TCanvas *can = new TCanvas("can","can",500,500);
961    
# Line 818 | Line 963 | void TEST_ScenarioComparison() {
963    leg->SetBorderSize(0);
964    leg->SetFillColor(kWhite);
965    
966 <  for(int i=0;i<5;i++) {
966 >  for(int i=0;i<6;i++) {
967      gr[i] = new TGraphAsymmErrors();
968 <    double x[4]   = {5,12.5,17.5,20};
969 <    double dxl[4] = {5,2.5,2.5,2.5};
968 >    double x[4]   = {5,12.5,17.5,25};
969 >    double dxl[4] = {5,2.5,2.5,5};
970      double dxh[4] = {5,2.5,2.5,10};
971      
972      string name="";
973      string color="";
974      
975      if(i==0) {
976 <      double y[4]   = {1.008,1.013,1.003,1.007};
977 <      double dyl[4] = {0.011,0.009,0.013,0.020};
978 <      double dyh[4] = {0.011,0.009,0.013,0.020};
976 >      double y[4]   = {1.01935,1.01558,0.996438,1.01901};
977 >      double dyl[4] = {0.0132973,0.0131661,0.017629,0.0319767};
978 >      double dyh[4] = {0.0132973,0.0131661,0.017629,0.0319767};
979        name="30/30";
980        gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
981        color="#a01d99";
982      }
983      if(i==1) {
984 <      double y[4]   = {1.008+0.001,1.013+0.001,1.003+0.001,1.007+0.001};
985 <      double dyl[4] = {0.011,0.009,0.013,0.020};
986 <      double dyh[4] = {0.011,0.009,0.013,0.020};
984 >      double y[4]   = {1.00577,1.00706,0.991029,0.954098};
985 >      double dyl[4] = {0.0135575,0.0136548,0.0170778,0.0263919};
986 >      double dyh[4] = {0.0135575,0.0136548,0.0170778,0.0263919};
987        gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
988        name="30/15";
989        color="#2464bc";
990      }
991      if(i==2) {
992 <      double y[4]   = {1.014,1.026,1.014,1.059};
993 <      double dyl[4] = {0.011,0.010,0.014,0.023};
994 <      double dyh[4] = {0.011,0.010,0.014,0.023};
992 >      double y[4]   = {1.023,1.00648,1.02217,1.03181};
993 >      double dyl[4] = {0.0157372,0.0187778,0.0261512,0.0422295};
994 >      double dyh[4] = {0.0157372,0.0187778,0.0261512,0.0422295};
995        gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
996        name="15/15";
997        color="#f49230";
998      }
999      if(i==3) {
1000 <      double y[4]   = {1.015,1.020,1.008,1.050};
1001 <      double dyl[4] = {0.011,0.010,0.014,0.022};
1002 <      double dyh[4] = {0.011,0.010,0.014,0.022};
1000 >      double y[4]   = {1.02029,1.01338,0.999769,1.00357};
1001 >      double dyl[4] = {0.0129509,0.0120127,0.0160537,0.0268972};
1002 >      double dyh[4] = {0.0129509,0.0120127,0.0160537,0.0268972};
1003        gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
1004 <      name="20/15";
1004 >      name="CHS 30/30";
1005        color="#c72f3c";
1006      }
1007      if(i==4) {
1008 <      double y[4]   = {1.015+0.001,1.020+0.001,1.008+0.001,1.050+0.001};
1009 <      double dyl[4] = {0.011,0.010,0.014,0.022};
1010 <      double dyh[4] = {0.011,0.010,0.014,0.022};
1008 >      double y[4]   = {1.00274,1.01056,0.993214,0.997963};
1009 >      double dyl[4] = {0.0127179,0.0140344,0.0162814,0.0278914};
1010 >      double dyh[4] = {0.0127179,0.0140344,0.0162814,0.0278914};
1011        gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
1012 <      name="20/20";
1012 >      name="CHS 30/15";
1013        color="#7cb433";
1014      }
1015 <    
1016 <    
1015 >    if(i==5) {
1016 >      double y[4]   = {1.04103,1.03726,1.04649,1.05383};
1017 >      double dyl[4] = {0.0156465,0.0168194,0.0231982,0.0376114};
1018 >      double dyh[4] = {0.0156465,0.0168194,0.0231982,0.0376114};
1019 >      gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
1020 >      name="CHS 15/15";
1021 >      color="#DF013A";
1022 >    }
1023 >    
1024 >    
1025      gr[i]->SetTitle();
1026      gr[i]->GetXaxis()->SetTitle("N(Vtx)");
1027      gr[i]->GetYaxis()->SetTitle("<MPF>_{data}/<MPF>_{mc}");
# Line 896 | Line 1049 | void TEST_ScenarioComparison() {
1049    
1050   }
1051  
1052 < void TEST_ScenarioComparisonInclusive() {
1052 > void ScenarioComparisonInclusive() {
1053    //dumbest way ever to do this. but ok we only need to do it once.
1054    TGraphAsymmErrors *gr[5];
1055    TF1 *fit[5];
# Line 904 | Line 1057 | void TEST_ScenarioComparisonInclusive()
1057    
1058    TCanvas *can = new TCanvas("can","can",500,500);
1059    
1060 <  TLegend *leg = new TLegend(0.2,0.2,0.5,0.45);
1060 >  TLegend *leg = new TLegend(0.2,0.2,0.65,0.45);
1061    leg->SetBorderSize(0);
1062    leg->SetFillColor(kWhite);
1063    
1064 <  for(int i=0;i<5;i++) {
1064 >  for(int i=0;i<6;i++) {
1065      gr[i] = new TGraphAsymmErrors();
1066 <    double x[4]   = {5,12.5,17.5,20};
1067 <    double dxl[4] = {5,2.5,2.5,2.5};
1068 <    double dxh[4] = {5,2.5,2.5,10};
1066 >    double x[4]   = {5,12.5,17.5,25};
1067 >    double dxl[4] = {5,2.5,2.5,5};
1068 >    double dxh[4] = {5,2.5,2.5,5};
1069      
1070      string name="";
1071      string color="";
1072      
1073      if(i==0) {
1074 <      double y[4]   = {1.01103,1.01496,1.01486,1.02785};
1075 <      double dyl[4] = {0.00235044,0.00225264,0.00313574,0.00541047};
1076 <      double dyh[4] = {0.00235044,0.00225264,0.00313574,0.00541047};
1074 >      double y[4]   = {1.01093,1.01379,1.0147,1.02766};
1075 >      double dyl[4] = {0.00243596,0.00242534,0.00341941,0.00600663};
1076 >      double dyh[4] = {0.00243596,0.00242534,0.00341941,0.00600663};
1077        name="30/30";
1078        gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
1079        color="#a01d99";
1080      }
1081      if(i==1) {
1082 <      double y[4]   = {1.01103+0.001,1.01496+0.001,1.01486+0.001,1.02785+0.001};
1083 <      double dyl[4] = {0.00235044,0.00225264,0.00313574,0.00541047};
1084 <      double dyh[4] = {0.00235044,0.00225264,0.00313574,0.00541047};
1082 >      double y[4]   = {1.0068,1.00779,0.999692,0.994484};
1083 >      double dyl[4] = {0.00249233,0.00257169,0.00371399,0.00631138};
1084 >      double dyh[4] = {0.00249233,0.00257169,0.00371399,0.00631138};
1085        gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
1086        name="30/15";
1087        color="#2464bc";
1088      }
1089      if(i==2) {
1090 <      double y[4]   = {1.01575,1.02879,1.0325,1.05456};
1091 <      double dyl[4] = {0.00288281,0.00278536,0.00367451,0.00590421};
1092 <      double dyh[4] = {0.00288281,0.00278536,0.00367451,0.00590421};
1090 >      double y[4]   = {1.01208,1.01991,1.02185,1.03479};
1091 >      double dyl[4] = {0.00366745,0.00400001,0.00584054,0.0104661};
1092 >      double dyh[4] = {0.00366745,0.00400001,0.00584054,0.0104661};
1093        gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
1094        name="15/15";
1095        color="#f49230";
1096      }
1097      if(i==3) {
1098 <      double y[4]   = {1.01221,1.01922,1.02396,1.04677};
1099 <      double dyl[4] = {0.00263821,0.00260853,0.00353673,0.00584728};
1100 <      double dyh[4] = {0.00263821,0.00260853,0.00353673,0.00584728};
1098 >      double y[4]   = {1.01177,1.01568,1.01616,1.03211};
1099 >      double dyl[4] = {0.00217317,0.00203014,0.00276838,0.00465643};
1100 >      double dyh[4] = {0.00217317,0.00203014,0.00276838,0.00465643};
1101        gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
1102 <      name="20/15";
1102 >      name="CHS 30/30";
1103        color="#c72f3c";
1104      }
1105      if(i==4) {
1106 <      double y[4]   = {1.01221+0.001,1.01922+0.001,1.02396+0.001,1.04677+0.001};
1107 <      double dyl[4] = {0.00263821,0.00260853,0.00353673,0.00584728};
1108 <      double dyh[4] = {0.00263821,0.00260853,0.00353673,0.00584728};
1106 >      double y[4]   = {1.00751,1.00964,1.00804,1.01073};
1107 >      double dyl[4] = {0.00224851,0.00215563,0.0029592,0.00499805};
1108 >      double dyh[4] = {0.00224851,0.00215563,0.0029592,0.00499805};
1109        gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
1110 <      name="20/20";
1110 >      name="CHS 30/15";
1111        color="#7cb433";
1112      }
1113 +    if(i==5) {
1114 +      double y[4]   = {1.01557,1.0318,1.03535,1.06331};
1115 +      double dyl[4] = {0.00300783,0.00302486,0.00421064,0.00739416};
1116 +      double dyh[4] = {0.00300783,0.00302486,0.00421064,0.00739416};
1117 +      gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
1118 +      name="CHS 15/15";
1119 +      color="#DF013A";
1120 +    }
1121      
1122 <    
1122 >    gStyle->SetOptFit(0);
1123      gr[i]->SetTitle();
1124      gr[i]->GetXaxis()->SetTitle("N(Vtx)");
1125      gr[i]->GetYaxis()->SetTitle("<MPF>_{data}/<MPF>_{mc}");
# Line 974 | Line 1135 | void TEST_ScenarioComparisonInclusive()
1135        fit[i] = (TF1*)gr[i]->GetFunction("pol1");
1136        fit[i]->SetLineColor(TColor::GetColor(color.c_str()));
1137      }
1138 <    leg->AddEntry(gr[i],name.c_str(),"l");
1138 >    
1139 >    stringstream nameplus;
1140 >    nameplus << name << " (slope: " << std::setprecision(3) << fit[i]->GetParameter(1) << ")";
1141 >    
1142 >    leg->AddEntry(gr[i],nameplus.str().c_str(),"l");
1143      if(i==0) gr[i]->Draw("AP*");
1144      else gr[i]->Draw("P");
1145    }
# Line 986 | Line 1151 | void TEST_ScenarioComparisonInclusive()
1151    
1152   }
1153  
1154 < void TEST_compare_selection(string identifier) {
1154 > void compare_selection(string identifier) {
1155    bool recognized_scenario=false;
1156    
1157    cout << "Running with identifier " << identifier << endl;
1158 +  if(identifier=="Zb30") {
1159 +      LeadingB=TCut ("Zb30_bTagProbCSVBP[0]>0.898");
1160 +      EtaB=TCut("abs(Zb30_pfJetGoodEta[0])<1.3");
1161 +      PhiZcut=TCut("abs(Zb30_pfJetDphiZ[0])>2.7");
1162 +      recognized_scenario=true;
1163 +  }
1164    if(identifier=="Zb3010") {
1165        LeadingB=TCut ("Zb3010_bTagProbCSVBP[0]>0.898");
1166        EtaB=TCut("abs(Zb3010_pfJetGoodEta[0])<1.3");
# Line 997 | Line 1168 | void TEST_compare_selection(string ident
1168        recognized_scenario=true;
1169    }
1170    
1171 <  if(identifier=="Zb3010") {
1172 <      LeadingB=TCut ("Zb3010_bTagProbCSVBP[0]>0.898");
1173 <      EtaB=TCut("abs(Zb3010_pfJetGoodEta[0])<1.3");
1174 <      PhiZcut=TCut("abs(Zb3010_pfJetDphiZ[0])>2.7");
1171 >  if(identifier=="ZbCHS3010") {
1172 >      LeadingB=TCut ("ZbCHS1510_bTagProbCSVBP[0]>0.898");
1173 >      EtaB=TCut("abs(ZbCHS1510_pfJetGoodEta[0])<1.3");
1174 >      PhiZcut=TCut("abs(ZbCHS1510_pfJetDphiZ[0])>2.7");
1175        recognized_scenario=true;
1176    }
1177    
# Line 1011 | Line 1182 | void TEST_compare_selection(string ident
1182        recognized_scenario=true;
1183    }
1184    
1185 <  if(identifier=="Zb301030") {
1186 <      LeadingB=TCut ("Zb301030_bTagProbCSVBP[0]>0.898");
1187 <      EtaB=TCut("abs(Zb301030_pfJetGoodEta[0])<1.3");
1188 <      PhiZcut=TCut("abs(Zb301030_pfJetDphiZ[0])>2.7");
1185 >  if(identifier=="ZbCHS301030") {
1186 >      LeadingB=TCut ("ZbCHS301030_bTagProbCSVBP[0]>0.898");
1187 >      EtaB=TCut("abs(ZbCHS301030_pfJetGoodEta[0])<1.3");
1188 >      PhiZcut=TCut("abs(ZbCHS301030_pfJetDphiZ[0])>2.7");
1189        recognized_scenario=true;
1190    }
1191    
# Line 1025 | Line 1196 | void TEST_compare_selection(string ident
1196        recognized_scenario=true;
1197    }
1198    
1199 <  if(identifier=="Zb301010") {
1200 <      LeadingB=TCut ("Zb301010_bTagProbCSVBP[0]>0.898");
1201 <      EtaB=TCut("abs(Zb301010_pfJetGoodEta[0])<1.3");
1202 <      PhiZcut=TCut("abs(Zb301010_pfJetDphiZ[0])>2.7");
1199 >  if(identifier=="ZbCHS301010") {
1200 >      LeadingB=TCut ("ZbCHS301010_bTagProbCSVBP[0]>0.898");
1201 >      EtaB=TCut("abs(ZbCHS301010_pfJetGoodEta[0])<1.3");
1202 >      PhiZcut=TCut("abs(ZbCHS301010_pfJetDphiZ[0])>2.7");
1203        recognized_scenario=true;
1204    }
1205    
# Line 1039 | Line 1210 | void TEST_compare_selection(string ident
1210        recognized_scenario=true;
1211    }
1212    
1213 <  if(identifier=="Zb301010") {
1214 <      LeadingB=TCut ("Zb301010_bTagProbCSVBP[0]>0.898");
1215 <      EtaB=TCut("abs(Zb301010_pfJetGoodEta[0])<1.3");
1216 <      PhiZcut=TCut("abs(Zb301010_pfJetDphiZ[0])>2.7");
1213 >  if(identifier=="ZbCHS301010") {
1214 >      LeadingB=TCut ("ZbCHS301010_bTagProbCSVBP[0]>0.898");
1215 >      EtaB=TCut("abs(ZbCHS301010_pfJetGoodEta[0])<1.3");
1216 >      PhiZcut=TCut("abs(ZbCHS301010_pfJetDphiZ[0])>2.7");
1217        recognized_scenario=true;
1218    }
1219    
# Line 1053 | Line 1224 | void TEST_compare_selection(string ident
1224        recognized_scenario=true;
1225    }
1226    
1227 <  if(identifier=="Zb3010_SecEta3") {
1228 <      LeadingB=TCut ("Zb3010_SecEta3_bTagProbCSVBP[0]>0.898");
1229 <      EtaB=TCut("abs(Zb3010_SecEta3_pfJetGoodEta[0])<1.3");
1230 <      PhiZcut=TCut("abs(Zb3010_SecEta3_pfJetDphiZ[0])>2.7");
1227 >  if(identifier=="ZbCHS3010_SecEta3") {
1228 >      LeadingB=TCut ("ZbCHS3010_SecEta3_bTagProbCSVBP[0]>0.898");
1229 >      EtaB=TCut("abs(ZbCHS3010_SecEta3_pfJetGoodEta[0])<1.3");
1230 >      PhiZcut=TCut("abs(ZbCHS3010_SecEta3_pfJetDphiZ[0])>2.7");
1231        recognized_scenario=true;
1232    }
1233    
1234 <  if(identifier=="Zb3010_SecEta5") {
1235 <      LeadingB=TCut ("Zb3010_SecEta5_bTagProbCSVBP[0]>0.898");
1236 <      EtaB=TCut("abs(Zb3010_SecEta5_pfJetGoodEta[0])<1.3");
1237 <      PhiZcut=TCut("abs(Zb3010_SecEta5_pfJetDphiZ[0])>2.7");
1234 >  if(identifier=="ZbCHS3010_SecEta5") {
1235 >      LeadingB=TCut ("ZbCHS3010_SecEta5_bTagProbCSVBP[0]>0.898");
1236 >      EtaB=TCut("abs(ZbCHS3010_SecEta5_pfJetGoodEta[0])<1.3");
1237 >      PhiZcut=TCut("abs(ZbCHS3010_SecEta5_pfJetDphiZ[0])>2.7");
1238        recognized_scenario=true;
1239    }
1240    
1241 <  if(identifier=="Zb3010_p5Clean") {
1242 <      LeadingB=TCut ("Zb3010_p5Clean_bTagProbCSVBP[0]>0.898 && Zb3010_p5Clean_IsClean");
1243 <      EtaB=TCut("abs(Zb3010_p5Clean_pfJetGoodEta[0])<1.3 && Zb3010_p5Clean_IsClean");
1244 <      PhiZcut=TCut("abs(Zb3010_p5Clean_pfJetDphiZ[0])>2.7 && Zb3010_p5Clean_IsClean");
1241 >  if(identifier=="ZbCHS3010_p5Clean") {
1242 >      LeadingB=TCut ("ZbCHS3010_p5Clean_bTagProbCSVBP[0]>0.898 && ZbCHS3010_p5Clean_IsClean");
1243 >      EtaB=TCut("abs(ZbCHS3010_p5Clean_pfJetGoodEta[0])<1.3 && ZbCHS3010_p5Clean_IsClean");
1244 >      PhiZcut=TCut("abs(ZbCHS3010_p5Clean_pfJetDphiZ[0])>2.7 && ZbCHS3010_p5Clean_IsClean");
1245        recognized_scenario=true;
1246    }
1247    
1248 <  if(identifier=="Zb3010CHS") {
1249 <      LeadingB=TCut ("Zb3010CHS_bTagProbCSVBP[0]>0.898");
1250 <      EtaB=TCut("abs(Zb3010CHS_pfJetGoodEta[0])<1.3");
1251 <      PhiZcut=TCut("abs(Zb3010CHS_pfJetDphiZ[0])>2.7");
1248 >  if(identifier=="ZbCHS3010") {
1249 >      LeadingB=TCut ("ZbCHS3010_bTagProbCSVBP[0]>0.898");
1250 >      EtaB=TCut("abs(ZbCHS3010_pfJetGoodEta[0])<1.3");
1251 >      PhiZcut=TCut("abs(ZbCHS3010_pfJetDphiZ[0])>2.7");
1252 >      recognized_scenario=true;
1253 >  }
1254 >  if(identifier=="ZbCHS3010") {
1255 >      LeadingB=TCut ("ZbCHS3010_bTagProbCSVBP[0]>0.898");
1256 >      EtaB=TCut("abs(ZbCHS3010_pfJetGoodEta[0])<1.3");
1257 >      PhiZcut=TCut("abs(ZbCHS3010_pfJetDphiZ[0])>2.7");
1258 >      recognized_scenario=true;
1259 >  }
1260 >  if(identifier=="ZbCHS30") {
1261 >      LeadingB=TCut ("ZbCHS30_bTagProbCSVBP[0]>0.898");
1262 >      EtaB=TCut("abs(ZbCHS30_pfJetGoodEta[0])<1.3");
1263 >      PhiZcut=TCut("abs(ZbCHS30_pfJetDphiZ[0])>2.7");
1264        recognized_scenario=true;
1265    }
1266    
# Line 1089 | Line 1272 | void TEST_compare_selection(string ident
1272    cout << "   " << (const char*) PhiZcut << endl;
1273    
1274    cout << endl << endl;
1275 +
1276 + //  ScenarioComparison();
1277 + //  ScenarioComparisonInclusive();
1278 +
1279 + //    DoPUStudy(identifier);
1280 + //    SpecialCutFlow(identifier);
1281    
1282 < //    ScenarioComparison();
1283 < //    ScenarioComparisonInclusive();
1284 <  
1285 <  
1097 < //     DoPUStudy(identifier);
1098 <  
1099 < //   SpecialCutFlow(identifier);
1100 < //    draw_kin_variable("pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000",17000,30,200,"Z p_{T}","Official/"+identifier+"/Zpt__"+identifier,1);
1101 < //   draw_kin_variable(identifier+"_pfJetGoodPt[0]",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000",40,0,200,"Leading Jet Pt (B)","Official/"+identifier+"/LeadingJetPt__"+identifier,1);
1102 < //   draw_kin_variable(identifier+"_pfJetGoodPt[1]",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000",40,0,200,"Sub-Leading Jet Pt [GeV]","Official/"+identifier+"/Jet2Pt__"+identifier,1);
1103 < //   draw_kin_variable(identifier+"_pfJetGoodPt[1]/pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000",20,0,2,"p_{T}^{J2} / p_{T}^{Z}","Official/"+identifier+"/SubLeadingJetPt_Over_ZPt__"+identifier,1);
1282 > //    draw_kin_variable("pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>30&&pt<1000",17000,30,200,"Z p_{T}","Official/"+identifier+"/Zpt__"+identifier,1);
1283 > //    draw_kin_variable(identifier+"_pfJetGoodPt[0]",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>30&&pt<1000",40,0,200,"Leading Jet Pt (B)","Official/"+identifier+"/LeadingJetPt__"+identifier,1);
1284 > //    draw_kin_variable(identifier+"_pfJetGoodPt[1]",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>30&&pt<1000",40,0,200,"Sub-Leading Jet Pt [GeV]","Official/"+identifier+"/Jet2Pt__"+identifier,1);
1285 > //    draw_kin_variable(identifier+"_pfJetGoodPt[1]/pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>30&&pt<1000",20,0,2,"p_{T}^{J2} / p_{T}^{Z}","Official/"+identifier+"/SubLeadingJetPt_Over_ZPt__"+identifier,1);
1286    draw_kin_variable(identifier+"_alpha",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>30&&pt<50"),20,0,2,"#alpha","Official/"+identifier+"/alpha_pt_30_to_50__"+identifier,1);
1287    draw_kin_variable(identifier+"_alpha",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>50&&pt<75"),20,0,2,"#alpha","Official/"+identifier+"/alpha_50_to_75__"+identifier,1);
1288    draw_kin_variable(identifier+"_alpha",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>75&&pt<125"),20,0,2,"#alpha","Official/"+identifier+"/alpha_pt_75_to_125__"+identifier,1);
1289    draw_kin_variable(identifier+"_alpha",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>125&&pt<1000"),20,0,2,"#alpha","Official/"+identifier+"/alpha_pt_125_to_1000__"+identifier,1);
1290    draw_kin_variable(identifier+"_alpha",ZplusBsel&&LeadingB&&EtaB&&PhiZcut,20,0,2,"#alpha","Official/"+identifier+"/alpha_full__"+identifier,1);
1291 < //   draw_kin_variable(identifier+"_pfBJetDphiZ[0]",ZplusBsel&&LeadingB&&"pt>10&&pt<1000&&pfBJetDphiZ[0]>0",30,0,3.2,"#delta#phi (Z,b lead)","Official/"+identifier+"/DeltaPhiZBlead__"+identifier,0);
1291 >   draw_kin_variable(identifier+"_pfBJetDphiZ[0]",ZplusBsel&&LeadingB&&"pt>30&&pt<1000&&pfBJetDphiZ[0]>0",30,0,3.2,"#delta#phi (Z,b lead)","Official/"+identifier+"/DeltaPhiZBlead__"+identifier,0);
1292    
1293 < //   draw_kin_variable("mpf",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>10&&pt<1000&&"+identifier+"_alpha<0.3").c_str()),20,0,2,"Z+b MPF","Official/"+identifier+"/mpf_alpha_smaller_0p3___"+identifier,0,"#alpha<0.3, 10 GeV < p_{T}^{Z} < 1000 GeV");
1294 < //   draw_kin_variable(identifier+"_pfJetGoodPt[0]/pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>10&&pt<1000&&"+identifier+"_alpha<0.3").c_str()),20,0,2,"p_{T} b-jet / p_{T} Z","Official/"+identifier+"/ptb_over_ptz___alpha_smaller_0p3______"+identifier,0,"#alpha<0.3, 10 GeV < p_{T}^{Z} < 1000 GeV");
1295 <
1114 <  
1115 < //   */
1293 >   draw_kin_variable("mpf",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>30&&pt<1000&&"+identifier+"_alpha<0.3").c_str()),20,0,2,"Z+b MPF","Official/"+identifier+"/mpf_alpha_smaller_0p3___"+identifier,0,"#alpha<0.3, 30 GeV < p_{T}^{Z} < 1000 GeV");
1294 >   draw_kin_variable(identifier+"_pfJetGoodPt[0]/pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>30&&pt<1000&&"+identifier+"_alpha<0.3").c_str()),20,0,2,"p_{T} b-jet / p_{T} Z","Official/"+identifier+"/ptb_over_ptz___alpha_smaller_0p3______"+identifier,0,"#alpha<0.3, 30 GeV < p_{T}^{Z} < 1000 GeV");
1295 >   draw_kin_variable(identifier+"_pfJetGoodPt[0]/pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>30&&pt<50&&"+identifier+"_alpha<0.3").c_str()),20,0,2,"p_{T} b-jet / p_{T} Z","Official/"+identifier+"/ptb_over_ptz___alpha_smaller_0p3___pt3050___"+identifier,0,"#alpha<0.3, 30 GeV < p_{T}^{Z} < 1000 GeV}{30<p_{T}^{Z}<50 GeV}");
1296    
1297   }
1298  
1299   void GetNumberEventsInsideOutsideAlphaWindow(TCut specialcut, string title) {
1300    
1301 < //  TCut cut =  ZplusBsel&&LeadingB&&PhiZcut&&specialcut&&TCut("Zb3010_alpha<0.3");
1301 > //  TCut cut =  ZplusBsel&&LeadingB&&PhiZcut&&specialcut&&TCut("ZbCHS3010_alpha<0.3");
1302    TCut cut = specialcut;
1303    TCut in  =  EtaB;
1304 <  TCut out =  TCut("abs(Zb3010_pfJetGoodEta[0])>1.3");
1304 >  TCut out =  TCut("abs(ZbCHS3010_pfJetGoodEta[0])>1.3");
1305  
1306    TH1F *data_IN  = allsamples.Draw("data_IN",    "mll",1,0,150, "nothing [GeV]", "events", cut&&in, data,luminosity);
1307    TH1F *data_OUT = allsamples.Draw("data_OUT",   "mll",1,0,150, "nothing [GeV]", "events", cut&&out,data,luminosity);
# Line 1167 | Line 1347 | void TEST_GetNumberEventsInsideOutsideAl
1347    GetNumberEventsInsideOutsideAlphaWindow(PhiZcut&&LeadingB&&ZplusBsel&&TCut("id1==id2"), "ee/mm");
1348    
1349    cout << "alpha cut" << endl;
1350 <  GetNumberEventsInsideOutsideAlphaWindow(PhiZcut&&LeadingB&&ZplusBsel&&TCut("id1==id2&&id1==0")&&TCut("Zb3010_alpha<0.3"), "ee");
1351 <  GetNumberEventsInsideOutsideAlphaWindow(PhiZcut&&LeadingB&&ZplusBsel&&TCut("id1==id2&&id1==1")&&TCut("Zb3010_alpha<0.3"), "mm");
1352 <  GetNumberEventsInsideOutsideAlphaWindow(PhiZcut&&LeadingB&&ZplusBsel&&TCut("id1==id2")&&TCut("Zb3010_alpha<0.3"), "ee/mm");
1350 >  GetNumberEventsInsideOutsideAlphaWindow(PhiZcut&&LeadingB&&ZplusBsel&&TCut("id1==id2&&id1==0")&&TCut("ZbCHS3010_alpha<0.3"), "ee");
1351 >  GetNumberEventsInsideOutsideAlphaWindow(PhiZcut&&LeadingB&&ZplusBsel&&TCut("id1==id2&&id1==1")&&TCut("ZbCHS3010_alpha<0.3"), "mm");
1352 >  GetNumberEventsInsideOutsideAlphaWindow(PhiZcut&&LeadingB&&ZplusBsel&&TCut("id1==id2")&&TCut("ZbCHS3010_alpha<0.3"), "ee/mm");
1353    
1354    delete ca;
1355    
# Line 1180 | Line 1360 | void TEST_GetNumberEventsInsideOutsideAl
1360  
1361      
1362   void do_basic_ZB_analysis(bool DoCompleteAnalysis) {
1363 <  
1364 <  //https://twiki.cern.ch/twiki/bin/viewauth/CMS/BtagPOG#2011_Data_and_MC
1185 <  //https://twiki.cern.ch/twiki/pub/CMS/BtagPOG/SFb-ttbar_payload.txt
1186 <  
1363 >  STDWEIGHT=TCut(cutWeight);
1364 >  cutWeight=TCut(STDWEIGHT*TCut("ZbCHS3010_BTagWgtT"));
1365    cout << "The lepton requirement is " << (const char*) leptoncut << endl;
1366 <  bool doquick=true;
1366 >  bool doquick=false;
1367    
1368 <  TCanvas *zbcanvas = new TCanvas("zbcanvas","zbcanvas");
1368 >   TCanvas *zbcanvas = new TCanvas("zbcanvas","zbcanvas");
1369    
1370 < //     compare_selection("Zb3010_p5Clean");
1371 < //     compare_selection("Zb3010CHS");
1372 < //     compare_selection("Zb3010");
1373 < //     compare_selection("Zb301030");
1374 < //     compare_selection("Zb1530");
1375 < //     compare_selection("Zb301010");
1376 < //     compare_selection("Zb3010_SecEta3");
1377 < //     compare_selection("Zb3010_SecEta5");
1378 < //     compare_selection("Zb1510");
1379 < //     compare_selection("Zb301010");
1380 < //     compare_selection("ZbMikko");
1381 < //     compare_selection("Zb3010");
1382 < //     compare_selection("Zb40");
1370 > //   ScenarioComparison();
1371 > //   ScenarioComparisonInclusive();
1372 >
1373 > //   compare_selection("ZbCHS3010_p5Clean");
1374 > //   compare_selection("ZbCHS3010");
1375 > //   compare_selection("Zb30");
1376 > //   compare_selection("Zb3010");
1377 > //   compare_selection("Zb1510");
1378 > //   compare_selection("ZbCHS30");
1379 > //   compare_selection("ZbCHS3010");
1380 > //   compare_selection("ZbCHS3010");
1381 > //   compare_selection("ZbCHS301010");
1382 > //   compare_selection("ZbCHS3010_SecEta3");
1383 > //   compare_selection("ZbCHS3010_SecEta5");
1384 > //   compare_selection("Zb1510");
1385 > //   compare_selection("ZbCHS301010");
1386 > //   compare_selection("ZbMikko");
1387 > //   compare_selection("ZbCHS3010");
1388 > //   compare_selection("Zb40");
1389  
1390    if(!doquick) {
1391 <    print_all_b_yields();
1392 <    draw_mpf_vars();
1393 <    //  DrawEvilCutFlow();
1391 >    //draw_kin_variable("mll","",28,60.0,200.0,"m_{ll}","mll",1,"");//nice and quick test to see if the normalization is ok (i.e. all data is processed etc.)
1392 >    //print_all_b_yields();
1393 > //     draw_mpf_vars();
1394 >    //DrawEvilCutFlow();
1395          
1396 <    draw_Zb_kin_vars();
1396 > //     draw_Zb_kin_vars();
1397          
1398     }
1399    
1400   //  GetNumberEventsInsideOutsideAlphaWindow();
1401    
1217  dout <<"THIS IS WHERE IT GETS REALLY INTERESTING!!!!" << endl;
1402    if(DoCompleteAnalysis) {
1403      /* need to run the following scenarios:
1404       * - normal
# Line 1224 | Line 1408 | void do_basic_ZB_analysis(bool DoComplet
1408       * - alpha down
1409       */
1410      
1411 <    ZbResultContainer inclusive = new_data_mc_agreement_2d("Zb3010_alpha","inclusive",TCut("Zb3010_bTagProbCSVBP[0]>-10000"),TCut("1.0"));
1412 <    ZbResultContainer Reference = new_data_mc_agreement_2d("Zb3010_alpha","reference",TCut("Zb3010_bTagProbCSVBP[0]>0.898"),TCut("ZbCHS3010_BTagWgtT"));
1413 <    ZbResultContainer effmistagUp = new_data_mc_agreement_2d("Zb3010_alpha","effmistagUp",TCut("Zb3010_bTagProbCSVBP[0]>0.898"),TCut("ZbCHS3010_BTagWgtTUp"));
1414 <    ZbResultContainer effmistagDown = new_data_mc_agreement_2d("Zb3010_alpha","effmistagDown",TCut("Zb3010_bTagProbCSVBP[0]>0.898"),TCut("ZbCHS3010_BTagWgtTDown"));
1231 <    ZbResultContainer medium = new_data_mc_agreement_2d("Zb3010_alpha","medium",TCut("Zb3010_bTagProbCSVBP[0]>0.679"),TCut("ZbCHS3010_BTagWgtM"));
1232 <    ZbResultContainer loose = new_data_mc_agreement_2d("Zb3010_alpha","loose",TCut("Zb3010_bTagProbCSVBP[0]>0.244"),TCut("ZbCHS3010_BTagWgtL"));
1233 <    ZbResultContainer AlphaUp = new_data_mc_agreement_2d("Zb3010_alphaUp","AlphaUp",TCut("Zb3010_bTagProbCSVBP[0]>0.898"),TCut("ZbCHS3010_BTagWgtT"));
1234 <    ZbResultContainer AlphaDown = new_data_mc_agreement_2d("Zb3010_alphaDown","AlphaDown",TCut("Zb3010_bTagProbCSVBP[0]>0.898"),TCut("ZbCHS3010_BTagWgtT"));
1411 >    bool fast=true;bool slow=false;//don't change these
1412 >    
1413 >    ZbResultContainer inclusive = new_data_mc_agreement_2d(fast,"ZbCHS3010_alpha","inclusive",TCut("mll>0"),TCut("1.0"),0.3);
1414 >    ZbResultContainer Reference = new_data_mc_agreement_2d(slow,"ZbCHS3010_alpha","reference",TCut("ZbCHS3010_bTagProbCSVBP[0]>0.898"),TCut("ZbCHS3010_BTagWgtT"),0.3);
1415      
1416 +    ZbResultContainer NeutrinoQ = new_data_mc_agreement_2d(fast,"ZbCHS3010_alpha","NeutrinoQ",TCut("ZbCHS3010_bTagProbCSVBP[0]>0.898"),TCut("ZbCHS3010_BTagWgtTUp*(1.0*softMuon)"),0.3);
1417 +    ZbResultContainer ANeutrinoQ = new_data_mc_agreement_2d(fast,"ZbCHS3010_alpha","ANeutrinoQ",TCut("ZbCHS3010_bTagProbCSVBP[0]>0.898"),TCut("ZbCHS3010_BTagWgtTUp*(1.0*(1.0-softMuon))"),0.3);
1418 +    
1419 +    ZbResultContainer effmistagUp = new_data_mc_agreement_2d(fast,"ZbCHS3010_alpha","effmistagUp",TCut("ZbCHS3010_bTagProbCSVBP[0]>0.898"),TCut("ZbCHS3010_BTagWgtTUp"),0.3);
1420 +    ZbResultContainer effmistagDown = new_data_mc_agreement_2d(fast,"ZbCHS3010_alpha","effmistagDown",TCut("ZbCHS3010_bTagProbCSVBP[0]>0.898"),TCut("ZbCHS3010_BTagWgtTDown"),0.3);
1421 +    ZbResultContainer medium = new_data_mc_agreement_2d(fast,"ZbCHS3010_alpha","medium",TCut("ZbCHS3010_bTagProbCSVBP[0]>0.679"),TCut("ZbCHS3010_BTagWgtM"),0.3);
1422 +    ZbResultContainer loose = new_data_mc_agreement_2d(fast,"ZbCHS3010_alpha","loose",TCut("ZbCHS3010_bTagProbCSVBP[0]>0.244"),TCut("ZbCHS3010_BTagWgtL"),0.3);
1423 +    ZbResultContainer AlphaUp = new_data_mc_agreement_2d(fast,"ZbCHS3010_alphaUp","AlphaUp",TCut("ZbCHS3010_bTagProbCSVBP[0]>0.898"),TCut("ZbCHS3010_BTagWgtT"),0.3);
1424 +    ZbResultContainer AlphaDown = new_data_mc_agreement_2d(fast,"ZbCHS3010_alphaDown","AlphaDown",TCut("ZbCHS3010_bTagProbCSVBP[0]>0.898"),TCut("ZbCHS3010_BTagWgtT"),0.3);
1425 +    
1426 +    ZbResultContainer L5inclusive = new_data_mc_agreement_2d(fast,"ZbCHS3010_alphaL5","L5inclusive",TCut("mll>0"),TCut("1.0"),0.3);
1427 +    ZbResultContainer L5Reference = new_data_mc_agreement_2d(fast,"ZbCHS3010_alphaL5","L5reference",TCut("ZbCHS3010_bTagProbCSVBP[0]>0.898"),TCut("ZbCHS3010_BTagWgtT"),0.3);
1428 +    
1429 +    ZbResultContainer AlphaThresholdVariationDown10 =    new_data_mc_agreement_2d(fast,"ZbCHS3010_alpha","AlphaThresholdVariationDown10",   TCut("ZbCHS3010_bTagProbCSVBP[0]>0.898"),   TCut("ZbCHS3010_BTagWgtT"),0.3-0.1*0.3);
1430 +    ZbResultContainer AlphaThresholdVariationUp10 =      new_data_mc_agreement_2d(fast,"ZbCHS3010_alpha","AlphaThresholdVariationUp10",     TCut("ZbCHS3010_bTagProbCSVBP[0]>0.898"),   TCut("ZbCHS3010_BTagWgtT"),0.3+0.1*0.3);
1431 +    ZbResultContainer AlphaThresholdVariationDown30 =    new_data_mc_agreement_2d(fast,"ZbCHS3010_alpha","AlphaThresholdVariationDown30",   TCut("ZbCHS3010_bTagProbCSVBP[0]>0.898"),   TCut("ZbCHS3010_BTagWgtT"),0.3-0.3*0.3);
1432 +    ZbResultContainer AlphaThresholdVariationUp30 =      new_data_mc_agreement_2d(fast,"ZbCHS3010_alpha","AlphaThresholdVariationUp30",     TCut("ZbCHS3010_bTagProbCSVBP[0]>0.898"),   TCut("ZbCHS3010_BTagWgtT"),0.3+0.3*0.3);
1433 +    ZbResultContainer AlphaThresholdVariationDown10inc = new_data_mc_agreement_2d(fast,"ZbCHS3010_alpha","AlphaThresholdVariationDown10inc",TCut("mll>0"),                              TCut("1.0"),0.3-0.1*0.3);
1434 +    ZbResultContainer AlphaThresholdVariationUp10inc =   new_data_mc_agreement_2d(fast,"ZbCHS3010_alpha","AlphaThresholdVariationUp10inc",  TCut("mll>0"),                              TCut("1.0"),0.3+0.1*0.3);
1435 +    ZbResultContainer AlphaThresholdVariationDown30inc = new_data_mc_agreement_2d(fast,"ZbCHS3010_alpha","AlphaThresholdVariationDown30inc",TCut("mll>0"),                              TCut("1.0"),0.3-0.3*0.3);
1436 +    ZbResultContainer AlphaThresholdVariationUp30inc =   new_data_mc_agreement_2d(fast,"ZbCHS3010_alpha","AlphaThresholdVariationUp30inc",  TCut("mll>0"),                              TCut("1.0"),0.3+0.3*0.3);
1437 +
1438      //and now let's compute some systematics!
1439      //1 alpha variation
1440      float SysMPF_Alpha_down = Reference.MPF_Result_FaceValue.getValue()-AlphaDown.MPF_Result_FaceValue.getValue();
# Line 1242 | Line 1444 | void do_basic_ZB_analysis(bool DoComplet
1444      float SysMPF_EFF_down = Reference.MPF_Result_FaceValue.getValue()-effmistagDown.MPF_Result_FaceValue.getValue();
1445      float SysMPF_EFF_up = Reference.MPF_Result_FaceValue.getValue()-effmistagUp.MPF_Result_FaceValue.getValue();
1446      
1447 <    //3 purity
1447 >    //3 Presence of soft muons (->neutrino question)
1448 >    float SysMPF_Neutrino_up = Reference.MPF_Result_FaceValue.getValue()-NeutrinoQ.MPF_Result_FaceValue.getValue();
1449 >    float SysMPF_Neutrino_down = Reference.MPF_Result_FaceValue.getValue()-ANeutrinoQ.MPF_Result_FaceValue.getValue();
1450 >    
1451 >    //4 purity
1452      zbcanvas->cd();
1453 +    gStyle->SetOptFit(0);
1454      write_info(__FUNCTION__,"Don't know the exact purity at the moment, still needs to be determined!");
1455 +    TH1F *purityhisto = new TH1F("purityhisto","purityhisto",1,0,1);
1456 +    purityhisto->GetXaxis()->SetTitle("Purity");
1457 +    purityhisto->GetYaxis()->SetTitle("C_{abs}");
1458 +    purityhisto->GetXaxis()->CenterTitle();
1459 +    purityhisto->GetYaxis()->CenterTitle();
1460 +    
1461      TGraphErrors *gSysMPF_Purity = new TGraphErrors();
1462 <    gSysMPF_Purity->SetPoint(0,0.05,inclusive.MPF_Result_FaceValue.getValue());
1462 >    
1463 >    gSysMPF_Purity->SetPoint(0,PurityInclusive,inclusive.MPF_Result_FaceValue.getValue());
1464      gSysMPF_Purity->SetPointError(0,0.0,inclusive.MPF_Result_FaceValue.getError());
1465 <    gSysMPF_Purity->SetPointError(1,0.20,loose.MPF_Result_FaceValue.getError());//x value?
1465 >    
1466 >    gSysMPF_Purity->SetPoint(1,PurityLoose,loose.MPF_Result_FaceValue.getValue());//x value?
1467      gSysMPF_Purity->SetPointError(1,0.0,loose.MPF_Result_FaceValue.getError());
1468 <    gSysMPF_Purity->SetPointError(2,0.54,medium.MPF_Result_FaceValue.getError());//x value?
1468 >    gSysMPF_Purity->SetPoint(2,PurityMedium,medium.MPF_Result_FaceValue.getValue());//x value?
1469      gSysMPF_Purity->SetPointError(2,0.0,medium.MPF_Result_FaceValue.getError());
1470 <    gSysMPF_Purity->SetPointError(3,0.82,Reference.MPF_Result_FaceValue.getError());//x value?
1470 >    gSysMPF_Purity->SetPoint(3,PurityTight,Reference.MPF_Result_FaceValue.getValue());//x value?
1471      gSysMPF_Purity->SetPointError(3,0.0,Reference.MPF_Result_FaceValue.getError());
1472      
1473 <    gSysMPF_Purity->GetXaxis()->SetTitle("Purity");
1474 <    gSysMPF_Purity->GetXaxis()->CenterTitle();
1475 <    gSysMPF_Purity->GetYaxis()->SetTitle("C_{abs}");
1476 <    gSysMPF_Purity->GetYaxis()->CenterTitle();
1473 >    
1474 >    float min,max;
1475 >    FindMinMax(gSysMPF_Purity,min,max);
1476 >    purityhisto->SetStats(0);
1477 >    purityhisto->GetYaxis()->SetRangeUser(min,max);
1478      
1479      gSysMPF_Purity->Fit("pol1");
1480 <    gSysMPF_Purity->Draw();
1480 >    TPolyLine *purity_fit_uncert = GetFitUncertaintyShape(gSysMPF_Purity, "pol1", min, max,0.0,1.0);
1481 >    TF1* pufit = (TF1*)gSysMPF_Purity->GetFunction("pol1");
1482 >    
1483 >    TF1* pufit_c = new TF1("pufit_c","[0]+[1]*x");
1484 >    pufit_c->SetParameters(pufit->GetParameters());
1485 >    pufit_c->SetLineColor(TColor::GetColor("#0101DF"));
1486 >    purity_fit_uncert->SetFillColor(TColor::GetColor("#5353FC"));
1487 >    pufit->SetLineColor(TColor::GetColor("#5353FC"));
1488 >    
1489 >    purityhisto->Draw();
1490 >    purity_fit_uncert->Draw("f");
1491 >    gSysMPF_Purity->Draw("P*");
1492 >    pufit_c->Draw("same");
1493 >    DrawPrelim();
1494 >    
1495 >    float ExtrapolatedResult=pufit->GetParameter(0)+1.0*pufit->GetParameter(1);
1496 >    float dExtrapolatedResult=sqrt(pufit->GetParError(0)*pufit->GetParError(0)+1.0*1.0*pufit->GetParError(1)*pufit->GetParError(1));
1497 >    
1498 >    stringstream summary;
1499 >    summary << "#splitline{Reference: " << std::setprecision(4) << Reference.MPF_Result_FaceValue.getValue() << "+/-" << std::setprecision(4) << Reference.MPF_Result_FaceValue.getError() << "}{";
1500 >    summary << "Extrapolation: " << std::setprecision(4) << ExtrapolatedResult << " +/- " << std::setprecision(4) << dExtrapolatedResult << "}";
1501 >    
1502 >    dout << "Have found an extrapolated result at 1.0 of " << ExtrapolatedResult << " ;  will use the difference between this result and the face value as ";
1503 >    dout << "purity-related systematic uncertainty" << endl;
1504 >    
1505 >    TText *infobox = write_title(summary.str());
1506 >    infobox->SetX(0.75);
1507 >    infobox->SetTextSize(0.03);
1508 >    infobox->SetY(0.75);
1509 >    infobox->Draw();
1510 >    
1511      CompleteSave(zbcanvas,"Systematics/Purity");
1512      
1267    TF1 *PurityFit = (TF1*)gSysMPF_Purity->GetFunction("pol1");
1268    float ExtrapolatedResult=PurityFit->GetParameter(0)+1.0*PurityFit->GetParameter(1);
1513      
1514 +
1515      float SysMPF_Purity = abs(ExtrapolatedResult-Reference.MPF_Result_FaceValue.getValue());
1516      
1517 <    float sys_alpha  = abs(SysMPF_Alpha_down)>abs(SysMPF_Alpha_up)?abs(SysMPF_Alpha_down):abs(SysMPF_Alpha_up);
1518 <    float sys_eff    = abs(SysMPF_EFF_down)>abs(SysMPF_EFF_up)?abs(SysMPF_EFF_down):abs(SysMPF_EFF_up);
1519 <    float sys_purity = abs(SysMPF_Purity);
1520 <    float sys        = sqrt(sys_alpha*sys_alpha+sys_eff*sys_eff+sys_purity*sys_purity);
1517 >    float sys_alpha    = abs(SysMPF_Alpha_down)>abs(SysMPF_Alpha_up)?abs(SysMPF_Alpha_down):abs(SysMPF_Alpha_up);
1518 >    float sys_eff      = abs(SysMPF_EFF_down)>abs(SysMPF_EFF_up)?abs(SysMPF_EFF_down):abs(SysMPF_EFF_up);
1519 >    float sys_purity   = abs(SysMPF_Purity);
1520 >    float sys_neutrino = abs(SysMPF_Neutrino_down)>abs(SysMPF_Neutrino_up)?abs(SysMPF_Neutrino_down):abs(SysMPF_Neutrino_up);
1521 >    float sys          = sqrt(sys_alpha*sys_alpha+sys_eff*sys_eff+sys_purity*sys_purity+sys_neutrino*sys_neutrino);
1522      
1523      dout << "MPF METHOD:" << endl;
1524 <    dout << "   Systematics : " << endl;
1525 <    dout << "      Alpha variation      : " << SysMPF_Alpha_down << "   ,  " << SysMPF_Alpha_up << "   ( " << sys_alpha << ") " << endl;
1524 >    dout << "   Systematics :    down    up     (selected)" << endl;
1525 >    dout << "      Oversmearing         : " << SysMPF_Alpha_down << "   ,  " << SysMPF_Alpha_up << "   ( " << sys_alpha << ") " << endl;
1526      dout << "      eff/mistag variation : " << SysMPF_EFF_down << "   ,  " << SysMPF_EFF_up << "   ( " << sys_eff << ") " << endl;
1527      dout << "      purity               : " << SysMPF_Purity << "   ( " << sys_purity << " )" << endl;
1528 <    dout << "      total                : " << sys << endl;
1528 >    dout << "      neutrino             : " << SysMPF_Neutrino_down << "   ,  " << SysMPF_Neutrino_up << "   ( " << sys_neutrino << ") " << endl;
1529 >    dout << "      total                : " << sys << "     (note that this is the sys on C_{abs}^{b}, not yet on C_{corr} - there will also be an additional source!)" << endl;
1530      dout << endl << endl;
1531 <    dout << "   FINAL RESULT : " << endl;
1532 <    dout << "     " << Reference.MPF_Result_FaceValue/inclusive.MPF_Result_FaceValue << " (stat) +/- " << sys << " (sys) " << endl;
1531 >    dout << "   FINAL RESULTS : " << endl;
1532 >    dout << "     C_{abs}^{b}   = " << Reference.MPF_Result_FaceValue << " (stat) +/- " << sys << " (sys) " << endl;
1533 >    dout << "     C_{abs}^{inc} = " << inclusive.MPF_Result_FaceValue << " (stat) " << endl;
1534 >    
1535 >    float sysfinal = Reference.MPF_Result_FaceValue.getValue()/inclusive.MPF_Result_FaceValue.getValue();
1536 >    sysfinal *= sqrt(sys*sys/(Reference.MPF_Result_FaceValue.getValue()*Reference.MPF_Result_FaceValue.getValue()));
1537 >    //yes, this could be simplified but it would look like a bug.
1538      
1539 <    LeadingB=TCut("Zb3010_bTagProbCSVBP[0]>0.898");
1539 >
1540 >    
1541 >    
1542 >    dout << "Note: Varying the alpha cut (->face value) we get the following results: " << endl;
1543 >    dout << "-30%: " << AlphaThresholdVariationDown30.MPF_Result_FaceValue/AlphaThresholdVariationDown30inc.MPF_Result_FaceValue << " (stat)" << endl;
1544 >    dout << "-10%: " << AlphaThresholdVariationDown10.MPF_Result_FaceValue/AlphaThresholdVariationDown10inc.MPF_Result_FaceValue << " (stat)" << endl;
1545 >    dout << "  0%: " << Reference.MPF_Result_FaceValue/inclusive.MPF_Result_FaceValue << " (stat) +/- " << endl;
1546 >    dout << "+10%: " << AlphaThresholdVariationUp10.MPF_Result_FaceValue/AlphaThresholdVariationUp10inc.MPF_Result_FaceValue << " (stat)" << endl;
1547 >    dout << "+30%: " << AlphaThresholdVariationUp30.MPF_Result_FaceValue/AlphaThresholdVariationUp30inc.MPF_Result_FaceValue << " (stat)" << endl;
1548 >    
1549 >    dout << "          XCheck for Rabs, varying the alpha cut (->face value) we get the following results: " << endl;
1550 >    dout << "             -30%: " << AlphaThresholdVariationDown30.Rabs_Result_FaceValue/AlphaThresholdVariationDown30inc.Rabs_Result_FaceValue << " (stat)" << endl;
1551 >    dout << "             -10%: " << AlphaThresholdVariationDown10.Rabs_Result_FaceValue/AlphaThresholdVariationDown10inc.Rabs_Result_FaceValue << " (stat)" << endl;
1552 >    dout << "               0%: " << Reference.Rabs_Result_FaceValue/inclusive.Rabs_Result_FaceValue << " (stat) +/- " << endl;
1553 >    dout << "             +10%: " << AlphaThresholdVariationUp10.Rabs_Result_FaceValue/AlphaThresholdVariationUp10inc.Rabs_Result_FaceValue << " (stat)" << endl;
1554 >    dout << "             +30%: " << AlphaThresholdVariationUp30.Rabs_Result_FaceValue/AlphaThresholdVariationUp30inc.Rabs_Result_FaceValue << " (stat)" << endl;
1555 >
1556 >    
1557 >    float sys_alphavar_up   = abs(AlphaThresholdVariationUp30.MPF_Result_FaceValue.getValue()/AlphaThresholdVariationUp30inc.MPF_Result_FaceValue.getValue() - Reference.MPF_Result_FaceValue.getValue()/inclusive.MPF_Result_FaceValue.getValue());
1558 >    float sys_alphavar_down = abs(AlphaThresholdVariationDown30.MPF_Result_FaceValue.getValue()/AlphaThresholdVariationDown30inc.MPF_Result_FaceValue.getValue() - Reference.MPF_Result_FaceValue.getValue()/inclusive.MPF_Result_FaceValue.getValue());
1559 >    float sys_alphavar = sys_alphavar_up>sys_alphavar_down?sys_alphavar_up:sys_alphavar_down;
1560 >    
1561 >    dout << " -> Additional systematic (from 30%) : " << sys_alphavar << endl;
1562 >    sysfinal=sqrt(sysfinal*sysfinal+sys_alphavar*sys_alphavar);
1563 >    dout << "Final systematic is : " << sysfinal << endl;
1564 >    
1565 >    dout << "   ******************************************** <  FINAL RESULT > ******************************************** " << endl;
1566 >    dout << "     C_{corr}      = " << Reference.MPF_Result_FaceValue/inclusive.MPF_Result_FaceValue << " (stat) +/- " << sysfinal << " (sys) " << endl;
1567 >    dout << "   ******************************************** < /FINAL RESULT > ******************************************** " << endl;
1568 >    
1569 >    dout << "Note that if L5 corrections are applied, we get " << L5Reference.MPF_Result_FaceValue/L5inclusive.MPF_Result_FaceValue << " (stat) " << endl;
1570 >    
1571 >    LeadingB=TCut("ZbCHS3010_bTagProbCSVBP[0]>0.898");
1572      
1573    } else {
1574 <    ZbResultContainer Reference = new_data_mc_agreement_2d("Zb3010_alpha","reference",TCut("Zb3010_bTagProbCSVBP[0]>0.898"),TCut("ZbCHS3010_BTagWgt"));
1574 >    ZbResultContainer Reference = new_data_mc_agreement_2d(false,"ZbCHS3010_alpha","reference",TCut("ZbCHS3010_bTagProbCSVBP[0]>0.898"),TCut("ZbCHS3010_BTagWgtT"),0.3);
1575    }
1576    
1577    
# Line 1315 | Line 1599 | void SpecialCutFlow(string identifier) {
1599    MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB) << ")";
1600    MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB) << ")";
1601    MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut) << ")";
1602 <  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>10&&pt<1000").c_str())) << ")";
1603 <  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>10&&pt<1000&&"+identifier+"_alpha<0.3").c_str())) << ")";
1604 <  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>10&&pt<1000&&"+identifier+"_alpha<0.2").c_str())) << ")";
1605 <  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>10&&pt<1000&&"+identifier+"_alpha<0.15").c_str())) << ")";
1606 <  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>10&&pt<1000&&"+identifier+"_alpha<0.1").c_str())) << ")";
1607 <  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>10&&pt<1000&&"+identifier+"_alpha<0.05").c_str())) << ")";
1602 >  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>30&&pt<1000").c_str())) << ")";
1603 >  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>30&&pt<1000&&"+identifier+"_alpha<0.3").c_str())) << ")";
1604 >  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>30&&pt<1000&&"+identifier+"_alpha<0.2").c_str())) << ")";
1605 >  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>30&&pt<1000&&"+identifier+"_alpha<0.15").c_str())) << ")";
1606 >  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>30&&pt<1000&&"+identifier+"_alpha<0.1").c_str())) << ")";
1607 >  MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>30&&pt<1000&&"+identifier+"_alpha<0.05").c_str())) << ")";
1608    MegaCut << " ";
1609    
1610    TCanvas *can = new TCanvas("can","can");
# Line 1333 | Line 1617 | void SpecialCutFlow(string identifier) {
1617    
1618    
1619    TH1F *data  = allsamples.Draw("data",    MegaCut.str(),11,-0.5,10.5, "", "events", basecut,data,luminosity);
1620 <   THStack mcm = allsamples.DrawStack("mc", MegaCut.str(),11,-0.5,10.5, "", "events", basecut,mc,luminosity);
1620 >  THStack mcm = allsamples.DrawStack("mc", MegaCut.str(),11,-0.5,10.5, "", "events", basecut,mc,luminosity);
1621  
1622    float runningsum=0;
1623    for(int i=data->GetNbinsX();i>0;i--) {
# Line 1371 | Line 1655 | void SpecialCutFlow(string identifier) {
1655    data->GetXaxis()->SetBinLabel(3,"Leading jet is b-jet");
1656    data->GetXaxis()->SetBinLabel(4,"|#eta_{b}|<1.3 ");
1657    data->GetXaxis()->SetBinLabel(5,"|#delta#phi(b,Z)|>2.7");
1658 <  data->GetXaxis()->SetBinLabel(6,"10<p_{T}^{Z}<1000 GeV");
1658 >  data->GetXaxis()->SetBinLabel(6,"30<p_{T}^{Z}<1000 GeV");
1659    data->GetXaxis()->SetBinLabel(7,"#alpha < 0.3");
1660    data->GetXaxis()->SetBinLabel(8,"#alpha < 0.2");
1661    data->GetXaxis()->SetBinLabel(9,"#alpha < 0.15");
# Line 1389 | Line 1673 | void SpecialCutFlow(string identifier) {
1673    leg->AddEntry(crap,neventsinfo.str().c_str(),"l");
1674    
1675    data->Draw("e1");
1676 <  mcm.Draw("same");
1676 >  mcm.Draw("histo,same");
1677    data->Draw("same,e1,axis");
1678    data->Draw("same,e1");
1679   //  data->Draw("same,TEXT");
# Line 1402 | Line 1686 | void SpecialCutFlow(string identifier) {
1686    
1687    delete crap;
1688    delete data;
1689 <  
1689 >  CleanLegends();
1690 >  DeleteStack(mcm);
1691 >
1692    
1693   }

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