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root/cvsroot/UserCode/cbrown/Development/Plotting/Modules/ZbTools.C
Revision: 1.17
Committed: Thu Nov 29 16:51:20 2012 UTC (12 years, 5 months ago) by buchmann
Content type: text/plain
Branch: MAIN
Changes since 1.16: +81 -20 lines
Log Message:
Added information about purity extrapolation; revamped systematics (still missing neutrino syst though)

File Contents

# User Rev Content
1 buchmann 1.1 #include <iostream>
2     #include <vector>
3     #include <sys/stat.h>
4    
5     #include <TCut.h>
6     #include <TROOT.h>
7     #include <TCanvas.h>
8     #include <TMath.h>
9     #include <TColor.h>
10     #include <TPaveText.h>
11     #include <TRandom.h>
12     #include <TH1.h>
13     #include <TH2.h>
14     #include <TF1.h>
15     #include <TSQLResult.h>
16     #include <TProfile.h>
17     #include <TLegendEntry.h>
18    
19     using namespace std;
20    
21     using namespace PlottingSetup;
22    
23     namespace ZbData {
24     vector<float> data_over_mc;
25    
26 buchmann 1.10 TCut ZplusBsel("pt1>20&&pt2>20&&mll>60&&mll<120&&id1==id2");
27 buchmann 1.9 TCut LeadingB("Zb3010_bTagProbCSVBP[0]>0.898");
28     TCut EtaB("abs(Zb3010_pfJetGoodEta[0])<1.3");
29 buchmann 1.10 TCut PhiZcut("abs(Zb3010_pfJetDphiZ[0])>2.7");
30 buchmann 1.1
31     }
32    
33 buchmann 1.15 class ZbPointResult {
34     public:
35     ZbPointResult(string var, float ptlow, float pthigh, float alphalow, float alphahigh, Value Data, Value MC);
36     float PtLow;
37     float PtHigh;
38     float AlphaLow;
39     float AlphaHigh;
40     string variable;
41     Value Data;
42     Value MC;
43     Value Ratio;
44     };
45    
46     ZbPointResult::ZbPointResult(string var, float ptlow, float pthigh, float alphalow, float alphahigh, Value data, Value mc) :
47     variable(var), PtLow(ptlow), PtHigh(pthigh), AlphaLow(alphalow), AlphaHigh(alphahigh), Data(data), MC(mc) {
48     Ratio = data/mc;
49     }
50    
51     std::ostream &operator<<(std::ostream &ostr, ZbPointResult &b)
52     {
53     ostr << b.PtLow << ";" << b.PtHigh << ";" << b.AlphaLow << ";" << b.AlphaHigh << ";" << b.Data.getValue() << ";" << b.Data.getError() << ";" << b.MC.getValue() << ";" << b.MC.getError() << ";" << b.Ratio.getValue() << ";" << b.Ratio.getError();
54     return ostr;
55     }
56    
57    
58     class ZbResultContainer {
59     public:
60     string name;
61     vector<ZbPointResult> MPF_Rabs_location;
62     Value MPF_Result_FaceValue;
63     Value Rabs_Result_FaceValue;
64     Value MPF_Result_Extrapolated;
65     Value Rabs_Result_Extrapolated;
66    
67     ZbResultContainer(string name);
68     ZbResultContainer(const ZbResultContainer &old);
69     };
70    
71    
72     ZbResultContainer::ZbResultContainer(string _name) {
73     name=_name;
74     cout<< "Result Container for \"" << name << "\" has been initialized" << endl;
75    
76     }
77    
78     std::ostream &operator<<(std::ostream &ostr, ZbResultContainer &b)
79     {
80     ostr << "Results for " << b.name << endl;
81     ostr << " MPF and Rabs locations: " << endl;
82     for(int i=0;i<b.MPF_Rabs_location.size();i++) ostr << " " << b.MPF_Rabs_location[i] << endl;
83     ostr << " Results: " << endl;
84     ostr << " Face Value: " << endl;
85     ostr << " MPF " << b.MPF_Result_FaceValue << endl;
86     ostr << " Rabs " << b.Rabs_Result_FaceValue << endl;
87     ostr << " Extrapolated: " << endl;
88     ostr << " MPF " << b.MPF_Result_Extrapolated << endl;
89     ostr << " Rabs " << b.Rabs_Result_Extrapolated << endl;
90    
91     return ostr;
92     }
93    
94    
95    
96 buchmann 1.1 using namespace ZbData;
97    
98 buchmann 1.7
99     //*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/* DELETE EVERYTHING BETWEEN THIS LINE /*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*//
100     void SpecialCutFlow(string identifier);
101    
102     //*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/* AND THIS LINE /*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*//
103    
104    
105 buchmann 1.1 void print_yield(TCut cut) {
106     TH1F *data = allsamples.Draw("data", "mll",1,0,10000000, "m_{ll} [GeV]", "events", cut,data,luminosity);
107 buchmann 1.7 dout << " Yields for " << (const char*) cut << endl;
108     dout << " data: " << data->Integral() << endl;
109 buchmann 1.9 THStack mcm = allsamples.DrawStack("mc", "mll",1,0,10000000, "m_{ll} [GeV]", "events", cut,mc,luminosity);
110 buchmann 1.1 int nhists = mcm.GetHists()->GetEntries();
111 buchmann 1.7 dout << "Going to loop over " << nhists << " histograms " << endl;
112 buchmann 1.1 TFile *test = new TFile("test.root","RECREATE");
113     mcm.Write();
114     test->Close();
115     for (int i = 0; i < nhists; i++) {
116     TH1* hist = static_cast<TH1*>(mcm.GetHists()->At(i));
117     cout << " " << hist->GetName() << ": " << hist->Integral() << endl;
118     }
119 buchmann 1.9
120 buchmann 1.1 cout << endl << endl;
121 buchmann 1.9
122 buchmann 1.1 delete data;
123     }
124    
125 buchmann 1.2 void draw_kin_variable(string variable, TCut cut, int nbins, float min, float max, string xlabel, string saveas, bool dologscale, string speciallabel="") {
126 buchmann 1.1
127     TCanvas *ckin = new TCanvas("ckin","kin variable canvas");
128     ckin->SetLogy(dologscale);
129     TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
130     datahisto->SetMarkerSize(DataMarkerSize);
131     THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
132 buchmann 1.2 if(dologscale) datahisto->SetMaximum(3*datahisto->GetMaximum());
133     else datahisto->SetMaximum(1.5*datahisto->GetMaximum());
134     TText *speciall;
135     if(speciallabel!="") {
136     speciall = new TText(0.2,0.8,speciallabel.c_str());
137     speciall->Draw();
138     }
139 buchmann 1.1 datahisto->Draw("e1");
140     ckin->Update();
141     mcstack.Draw("same");
142     datahisto->Draw("same,e1");
143     TLegend *kinleg = allsamples.allbglegend();
144     kinleg->Draw();
145    
146     TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
147     kinpad->cd();
148     kinpad->SetLogy(dologscale);
149     datahisto->Draw("e1");
150     mcstack.Draw("same");
151     datahisto->Draw("same,e1");
152     datahisto->Draw("same,axis");
153     kinleg->Draw();
154     DrawPrelim();
155     saveas="kin/"+saveas;
156     save_with_ratio(datahisto,mcstack,kinpad->cd(),saveas);
157    
158    
159    
160    
161     ZbData::data_over_mc.push_back(datahisto->Integral()/CollapseStack(mcstack)->Integral());
162    
163     datahisto->Delete();
164     delete ckin;
165     }
166    
167     void print_all_b_yields() {
168     cout << "Basic selection with a b jet" << endl;
169 buchmann 1.9 print_yield(ZplusBsel&&"Zb3010_pfJetGoodNumBtag>0");
170 buchmann 1.2 cout << "Leading jet is a b-jet " << endl;
171 buchmann 1.1 print_yield(ZplusBsel&&LeadingB);
172     cout << "|#eta_{b}|<1.3 " << endl;
173     print_yield(ZplusBsel&&LeadingB&&EtaB);
174     cout << "|#delta#phi(b<Z)|>2.7" << endl;
175     print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut);
176 buchmann 1.2 cout << "10<ptZ<1000 GeV" << endl;
177 buchmann 1.1 print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000");
178 buchmann 1.13 cout << "#alpha < 0.35" << endl;
179     print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"(Zb3010_alpha)<0.35");
180 buchmann 1.1 cout << "#alpha < 0.3" << endl;
181 buchmann 1.9 print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"(Zb3010_alpha)<0.3");
182 buchmann 1.1 cout << "#alpha < 0.2" << endl;
183 buchmann 1.9 print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"(Zb3010_alpha)<0.2");
184 buchmann 1.1 cout << "#alpha < 0.15" << endl;
185 buchmann 1.9 print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"(Zb3010_alpha)<0.15");
186 buchmann 1.1 cout << "#alpha < 0.1" << endl;
187 buchmann 1.9 print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"(Zb3010_alpha)<0.1");
188     // cout << "#alpha < 0.05" << endl;
189     // print_yield(ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000"&&"(Zb3010_alpha)<0.05");
190 buchmann 1.1 }
191    
192 buchmann 1.15 void TEST_DrawEvilCutFlow() {
193 buchmann 1.7 stringstream MegaCut;
194    
195 buchmann 1.9 MegaCut << " 1*(" << (const char*) (ZplusBsel&&TCut("Zb3010_pfJetGoodNumBtag>0")) << ")";
196 buchmann 1.7 MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB) << ")";
197     MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB) << ")";
198     MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut) << ")";
199     MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>10&&pt<1000")) << ")";
200 buchmann 1.9 MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>10&&pt<1000&&Zb3010_alpha<0.3")) << ")";
201     MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>10&&pt<1000&&Zb3010_alpha<0.2")) << ")";
202     MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>10&&pt<1000&&Zb3010_alpha<0.15")) << ")";
203     MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>10&&pt<1000&&Zb3010_alpha<0.1")) << ")";
204     MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut("pt>10&&pt<1000&&Zb3010_alpha<0.05")) << ")";
205 buchmann 1.7 MegaCut << " ";
206    
207     TCanvas *can = new TCanvas("can","can");
208     can->SetLogy(1);
209     TCut basecut("mll>6||mll<10");
210    
211    
212    
213     TLegend *leg = allsamples.allbglegend();
214    
215    
216     TH1F *data = allsamples.Draw("data", MegaCut.str(),11,-0.5,10.5, "", "events", basecut,data,luminosity);
217     THStack mcm = allsamples.DrawStack("mc", MegaCut.str(),11,-0.5,10.5, "", "events", basecut,mc,luminosity);
218    
219     float runningsum=0;
220     for(int i=data->GetNbinsX();i>0;i--) {
221     runningsum+=data->GetBinContent(i);
222     data->SetBinContent(i,runningsum);
223     }
224    
225     float minimum=data->GetMaximum();
226    
227     TH1F* h;
228     TIter nextOF(mcm.GetHists());
229     while ( h = (TH1F*)nextOF() ) {
230     float runningsum=0;
231     minimum=data->GetMaximum();//done deliberately at each step so get the minimum of the last (!) contribution
232     for(int i=h->GetNbinsX();i>0;i--) {
233     runningsum+=h->GetBinContent(i);
234     h->SetBinContent(i,runningsum);
235     if(runningsum<minimum&&runningsum>0) minimum=runningsum;
236     }
237     }
238    
239    
240    
241     data->SetMinimum(0.05*minimum);
242     can->cd(1)->SetBottomMargin(0.25);
243     data->GetXaxis()->SetBinLabel(1,"Pre-selection");
244     data->GetXaxis()->SetBinLabel(2,"Contains b jet");
245     data->GetXaxis()->SetBinLabel(3,"Leading jet is b-jet");
246     data->GetXaxis()->SetBinLabel(4,"|#eta_{b}|<1.3 ");
247     data->GetXaxis()->SetBinLabel(5,"|#delta#phi(b,Z)|>2.7");
248     data->GetXaxis()->SetBinLabel(6,"10<p_{T}^{Z}<1000 GeV");
249     data->GetXaxis()->SetBinLabel(7,"#alpha < 0.3");
250     data->GetXaxis()->SetBinLabel(8,"#alpha < 0.2");
251     data->GetXaxis()->SetBinLabel(9,"#alpha < 0.15");
252     data->GetXaxis()->SetBinLabel(10,"#alpha < 0.1");
253     data->GetXaxis()->SetBinLabel(11,"#alpha < 0.05");
254     data->GetXaxis()->LabelsOption("v");
255    
256     data->Draw("e1");
257     mcm.Draw("same");
258     data->Draw("same,e1,axis");
259     data->Draw("same,e1");
260     // data->Draw("same,TEXT");
261    
262     leg->Draw();
263    
264     DrawPrelim();
265    
266     CompleteSave(can,"CutFlow");
267     }
268    
269 buchmann 1.1 void draw_Zb_kin_vars() {
270 buchmann 1.6 draw_kin_variable("pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000",25,0,200,"Z p_{T}","Official/Zpt",1);
271 buchmann 1.9 draw_kin_variable("Zb3010_pfJetGoodPt[1]",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000",25,0,200,"Sub-Leading Jet Pt","Official/Jet2Pt",1);
272     draw_kin_variable("Zb3010_pfJetGoodPt[0]",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000",25,0,200,"Leading Jet Pt (B)","Official/LeadingJetPt",1);
273     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);
274     draw_kin_variable("Zb3010_alpha",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>30&&pt<50", 40,0,2,"#alpha","Official/alpha_pt_30_to_50",1);
275     draw_kin_variable("Zb3010_alpha",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>50&&pt<75", 40,0,2,"#alpha","Official/alpha_50_to_75",1);
276     draw_kin_variable("Zb3010_alpha",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>75&&pt<125", 40,0,2,"#alpha","Official/alpha_pt_75_to_125",1);
277     draw_kin_variable("Zb3010_alpha",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>125&&pt<1000",40,0,2,"#alpha","Official/alpha_pt_125_to_1000",1);
278     draw_kin_variable("Zb3010_alpha",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>30&&pt<1000",40,0,2,"#alpha","Official/alpha_pt_30_to_1000",1);
279 buchmann 1.6
280 buchmann 1.10 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);
281 buchmann 1.6
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     */
297 buchmann 1.1 }
298    
299     void draw_mpf_vars() {
300     ZbData::data_over_mc.clear();
301 buchmann 1.9 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");
302     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");
303     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");
304     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");
305     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");
306    
307     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");
308     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");
309     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");
310     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");
312 buchmann 1.1 }
313    
314 buchmann 1.12 /*double GetMedian(TH1F *histo) {
315 buchmann 1.11 int numBins = histo->GetXaxis()->GetNbins();
316 buchmann 1.12 Double_t x[numBins];
317     Double_t y[numBins];
318 buchmann 1.11 for (int i = 1; i <= numBins; i++) {
319     x[i] = histo->GetBinCenter(i);
320     y[i] = histo->GetBinContent(i);
321     }
322 buchmann 1.12 return TMath::Median(numBins, &x, &y);
323     }*/
324 buchmann 1.11
325 buchmann 1.16 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) {
326 buchmann 1.2 // write_warning(__FUNCTION__,"Debugging this function, therefore always returning 3.1415+/-1.010101"); return Value(3.1415,1.010101);
327 buchmann 1.12 TCanvas *cn = new TCanvas("cn","cn");
328     string varname="MPF";
329     if(Contains(variable,"pfJetGood")) varname="R_{abs}";
330     TH1F *hdata = allsamples.Draw("hdata",variable,1200,0,30, varname, "events", cut,data,luminosity);
331     TH1F *hmc = allsamples.Draw("hmc" , variable,1200,0,30, varname, "events", cut, mc, luminosity);
332 buchmann 1.14 hmc->SetLineColor(kBlue);
333    
334 buchmann 1.10 float a=hdata->GetMean();
335 buchmann 1.2 float b=hmc->GetMean();
336     float da=hdata->GetMeanError();
337 buchmann 1.10 float db=hmc->GetMeanError();
338 buchmann 1.2 float factor = a / b;
339     float error = TMath::Sqrt( (1/(b*b)) * (da*da) + ((a*a)/(b*b))*db*db);
340 buchmann 1.12
341 buchmann 1.14 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);
346     TF1 *gaus_mc = new TF1("gaus_mc","gaus",0.7,1.3);
347     gaus_mc->SetParameter(0,hmc->GetMaximum());
348     gaus_mc->SetParameter(1,hmc->GetMean());
349     gaus_mc->SetParameter(2,hmc->GetRMS());
350     hmc->Fit(gaus_mc);
351    
352    
353 buchmann 1.12 cn->cd();
354     hdata->GetYaxis()->SetTitle("events / 0.1");
355 buchmann 1.14 hdata->SetMarkerColor(kRed);
356     /* hdata->Rebin(4);
357 buchmann 1.12 hmc->Rebin(4);
358 buchmann 1.14
359     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);
364    
365 buchmann 1.12 hdata->GetXaxis()->SetRangeUser(0,2);
366 buchmann 1.16 hdata->GetYaxis()->SetTitleOffset(1.3);
367 buchmann 1.12 hdata->Draw("e1");
368     hmc->Draw("histo,same");
369     hdata->Draw("e1,same");
370 buchmann 1.14 gaus_data->Draw("same");
371     gaus_mc->Draw("same");
372 buchmann 1.12 stringstream summary;
373 buchmann 1.16 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 << "}{";
374 buchmann 1.14 summary << "#splitline{mc: " << std::setprecision(4) << b << " #pm " << std::setprecision(4) << db << "}{#splitline{ratio: " << factor;
375     summary << " #pm " << error << "}{#splitline{}{#splitline{data fit: " << std::setprecision(4) << gaus_data->GetParameter(1) << "+/-";
376     summary << std::setprecision(4) << gaus_data->GetParError(1) << "}{#splitline{";
377 buchmann 1.17 summary << "mc fit:" << std::setprecision(4) << gaus_mc->GetParameter(1) << "#pm" << std::setprecision(4) << gaus_mc->GetParError(1) << "}{ratio: ";
378     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)) ) << "}}}}}}}}";
379 buchmann 1.16
380 buchmann 1.12 TText *infobox = write_title(summary.str());
381     infobox->SetX(0.75);
382     infobox->SetTextSize(0.03);
383     infobox->SetY(0.75);
384     infobox->Draw();
385    
386    
387     DrawPrelim();
388 buchmann 1.16 CompleteSave(cn,ContainerName+"/ResponsePlots/"+saveas);
389 buchmann 1.12
390 buchmann 1.15 res.MPF_Rabs_location.push_back(ZbPointResult(variable,pt1,pt2,a1,a2,Value(a,da),Value(b,db)));
391 buchmann 1.12 cout << "Data;" << a << ";"<<da<<";MC"<<b<<";"<<db<<endl;
392     delete cn;
393 buchmann 1.2 delete hdata;
394     delete hmc;
395 buchmann 1.9
396 buchmann 1.2 return Value(factor,error);
397     }
398    
399 buchmann 1.17 int nFakes=1;
400     ZbResultContainer Fake_new_data_mc_agreement_2d(string AlphaVariable, string ContainerName, TCut BTagCut, TCut BTagWgt) {
401     write_warning(__FUNCTION__,"You are using the fake way to extract the correction ... ");
402     nFakes++;
403     ZbResultContainer results(ContainerName);
404    
405    
406     results.MPF_Result_FaceValue=Value(1+nFakes*0.02,0.03);
407     results.Rabs_Result_FaceValue=Value(2,0.02);
408     results.MPF_Result_Extrapolated=Value(3,0.03);
409     results.Rabs_Result_Extrapolated=Value(4,0.04);
410     cout << "The fake result for " << ContainerName << " for the MPF face value is " << results.MPF_Result_FaceValue << endl;
411    
412     return results;
413     }
414    
415    
416 buchmann 1.15 ZbResultContainer new_data_mc_agreement_2d(string AlphaVariable, string ContainerName, TCut BTagCut, TCut BTagWgt) {
417     ZbResultContainer results(ContainerName);
418 buchmann 1.2
419 buchmann 1.15 cutWeight=TCut("(weight*(weight<1000)*(is_data+(!is_data)))")*BTagWgt;
420     LeadingB=BTagCut;
421 buchmann 1.13
422 buchmann 1.3 gStyle->SetOptFit(0);
423 buchmann 1.2 TCut basecut(ZplusBsel&&LeadingB&&EtaB&&PhiZcut);
424 buchmann 1.17 const int nalphacuts=6;
425     float alphacuts[nalphacuts] = {0.1,0.15,0.2,0.25,0.3,0.35};
426 buchmann 1.15
427 buchmann 1.17 const int nptcuts=5;
428     float ptcuts[nptcuts]={30,50,75,125,1000};
429 buchmann 1.15
430 buchmann 1.5
431 buchmann 1.2
432     float MPF_Results[nalphacuts][nptcuts];
433     float MPF_Errors[nalphacuts][nptcuts];
434     float RABS_Results[nalphacuts][nptcuts];
435     float RABS_Errors[nalphacuts][nptcuts];
436    
437    
438 buchmann 1.9 for(int ia=0;ia<nalphacuts;ia++) {
439 buchmann 1.2 for(int ipt=0;ipt<nptcuts-1;ipt++) {
440     stringstream specialcut;
441 buchmann 1.15 float alow,ahigh;
442     if(ia>0) {
443     specialcut << "((pt>" << ptcuts[ipt] << " && pt< " << ptcuts[ipt+1] << ") && (" << AlphaVariable << "<" << alphacuts[ia] << " && " << AlphaVariable << ">" << alphacuts[ia-1] << "))";
444     alow=alphacuts[ia-1];
445     ahigh=alphacuts[ia];
446     } else {
447     specialcut << "((pt>" << ptcuts[ipt] << " && pt< " << ptcuts[ipt+1] << ") && (" << AlphaVariable << "<" << alphacuts[ia] << "))";
448     alow=0;
449     ahigh=alphacuts[ia];
450     }
451 buchmann 1.9 cout << specialcut.str() << endl;
452 buchmann 1.16 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);
453     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);
454 buchmann 1.2
455     MPF_Results[ia][ipt]=MPF_data_over_mc.getValue();
456     MPF_Errors[ia][ipt]=MPF_data_over_mc.getError();
457    
458     RABS_Results[ia][ipt]=RABS_data_over_mc.getValue();
459     RABS_Errors[ia][ipt]=RABS_data_over_mc.getError();
460    
461 buchmann 1.9 cout << "alpha cut at " << alphacuts[ia+1] << " and pt range " << ptcuts[ipt] << " , " << ptcuts[ipt+1] << " \t : \t" << specialcut.str() << " \t \t --> " << MPF_data_over_mc << " (MPF) " << RABS_data_over_mc << " (RABS)" << endl;
462 buchmann 1.2 }
463     }
464    
465     float MPF_ExtraPolatedResults[nptcuts];
466     float RABS_ExtraPolatedResults[nptcuts];
467    
468     TCanvas *can = new TCanvas("can");
469 buchmann 1.14 can->cd(1)->SetLeftMargin(0.15);
470 buchmann 1.2
471     TGraphErrors *MPF_FinalGraph = new TGraphErrors();
472     TGraphErrors *RABS_FinalGraph = new TGraphErrors();
473 buchmann 1.13 TGraphErrors *MPF_FaceValueAtPoint3 = new TGraphErrors();
474     TGraphErrors *RABS_FaceValueAtPoint3 = new TGraphErrors();
475 buchmann 1.2
476     for(int ipt=0;ipt<nptcuts-1;ipt++) {
477    
478     stringstream filename;
479     filename << "Extrapolation/Zplusb_data_over_mc___" << ptcuts[ipt] << "_to_" << ptcuts[ipt+1];
480     cout << "Going to create histo for " << filename.str() << endl;
481     TGraphErrors *mpf_gr =new TGraphErrors();
482     TGraphErrors *rabs_gr =new TGraphErrors();
483 buchmann 1.13
484     int rabs_counter=0;
485     int mpf_counter=0;
486    
487 buchmann 1.2 for(int ia=0;ia<nalphacuts;ia++) {
488 buchmann 1.9 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;
489 buchmann 1.13 if(MPF_Results[ia][ipt]==MPF_Results[ia][ipt] && MPF_Errors[ia][ipt]==MPF_Errors[ia][ipt]) { // remove nan's
490     mpf_gr->SetPoint(mpf_counter,alphacuts[ia],MPF_Results[ia][ipt]);
491     mpf_gr->SetPointError(mpf_counter,0,MPF_Errors[ia][ipt]);
492     mpf_counter++;
493     } else {
494     dout << "Detected BS for MPF method (bin ignored) : " << endl;
495     dout << " alpha: " << alphacuts[ia] << " , pt range: " << ptcuts[ipt] << " < pt < " << ptcuts[ipt+1] << endl;
496     cout << " value (MPF) : " << MPF_Results[ia][ipt] << " +/- " << MPF_Errors[ia][ipt] << endl;
497     }
498     if(RABS_Results[ia][ipt]==RABS_Results[ia][ipt] && RABS_Errors[ia][ipt]==RABS_Errors[ia][ipt]) {
499     rabs_gr->SetPoint(rabs_counter,alphacuts[ia],RABS_Results[ia][ipt]);
500     rabs_gr->SetPointError(rabs_counter,0,RABS_Errors[ia][ipt]);
501     rabs_counter++;
502     } else {
503     dout << "Detected BS for RABS method (bin ignored) : " << endl;
504     dout << " alpha: " << alphacuts[ia] << " , pt range: " << ptcuts[ipt] << " < pt < " << ptcuts[ipt+1] << endl;
505     cout << " value (RABS) : " << RABS_Results[ia][ipt] << " +/- " << RABS_Errors[ia][ipt] << endl;
506     }
507     }
508    
509     stringstream specialcut;
510 buchmann 1.15 specialcut << "((pt>" << ptcuts[ipt] << " && pt< " << ptcuts[ipt+1] << ") && (" << AlphaVariable << "<0.3))";
511 buchmann 1.16 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);
512     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);
513 buchmann 1.14 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;
514 buchmann 1.13 MPF_FaceValueAtPoint3->SetPoint(ipt,(ptcuts[ipt]+ptcuts[ipt+1])/2,MPF_data_over_mc.getValue());
515     MPF_FaceValueAtPoint3->SetPointError(ipt,0,MPF_data_over_mc.getError());
516     RABS_FaceValueAtPoint3->SetPoint(ipt,(ptcuts[ipt]+ptcuts[ipt+1])/2,RABS_data_over_mc.getValue());
517     RABS_FaceValueAtPoint3->SetPointError(ipt,0,RABS_data_over_mc.getError());
518 buchmann 1.2
519 buchmann 1.13 can->cd();
520 buchmann 1.2 mpf_gr->SetMarkerStyle(21);
521     mpf_gr->SetMarkerColor(kBlue);
522     mpf_gr->Draw("AP");
523 buchmann 1.13 mpf_gr->Fit("pol1","");
524 buchmann 1.3 mpf_gr->GetXaxis()->SetTitle("#alpha");
525     mpf_gr->GetXaxis()->CenterTitle();
526 buchmann 1.9 mpf_gr->GetYaxis()->SetTitle("<MPF>_{data}/<MPF>_{mc}");
527 buchmann 1.3 mpf_gr->GetYaxis()->CenterTitle();
528 buchmann 1.2 TF1 *mpf_pol=(TF1*)mpf_gr->GetFunction("pol1");
529 buchmann 1.14 mpf_pol->SetLineWidth(0);
530 buchmann 1.13 TF1 *mpf_pol_complete = new TF1("mpf_pol_complete","[0]+[1]*x");
531     mpf_pol_complete->SetParameters(mpf_pol->GetParameters());
532     mpf_pol_complete->SetLineWidth(1);
533     mpf_pol_complete->SetLineColor(kBlue);
534     float min,max;
535     FindMinMax(mpf_gr,min,max);
536     TH1F *histo = new TH1F("histo","histo",1,0,0.4);
537 buchmann 1.14 histo->GetXaxis()->SetTitle("#alpha");
538     histo->GetYaxis()->SetTitle("<MPF>_{data}/<MPF>_{mc}");
539     histo->GetXaxis()->CenterTitle();
540     histo->GetYaxis()->CenterTitle();
541 buchmann 1.16 histo->GetYaxis()->SetTitleOffset(1.3);
542 buchmann 1.13 histo->SetStats(0);
543     histo->GetXaxis()->SetRangeUser(0,0.4);
544     histo->GetYaxis()->SetRangeUser(min,max);
545     mpf_gr->GetYaxis()->SetRangeUser(min,max);
546    
547     TPolyLine *mpf_fit_uncert = GetFitUncertaintyShape(mpf_gr, "pol1", min, max,0.0,0.4);
548     mpf_pol->SetLineColor(TColor::GetColor("#0101DF"));
549 buchmann 1.14 mpf_fit_uncert->SetFillColor(TColor::GetColor("#5353FC"));
550     histo->GetYaxis()->SetTitle("<MPF>_{data}/<MPF>_{mc}");
551 buchmann 1.13 histo->Draw();
552 buchmann 1.14 mpf_fit_uncert->Draw("F");
553     mpf_fit_uncert->Draw("");
554 buchmann 1.13 mpf_gr->Draw("P");
555     mpf_pol_complete->Draw("same");
556    
557 buchmann 1.2 float mpf_a=mpf_pol->GetParameter(0);
558     float mpf_b=mpf_pol->GetParameter(1);
559     MPF_FinalGraph->SetPoint(ipt,0.5*(ptcuts[ipt]+ptcuts[ipt+1]),mpf_a);
560     MPF_FinalGraph->SetPointError(ipt,0,mpf_pol->GetParError(0));
561    
562     MPF_ExtraPolatedResults[ipt]=mpf_a;
563    
564     stringstream mpf_info;
565 buchmann 1.14 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() << "}";
566 buchmann 1.3
567 buchmann 1.2 TText *mpf_mark = write_title(mpf_info.str());
568     mpf_mark->SetX(0.75);
569     mpf_mark->SetTextSize(0.03);
570     mpf_mark->SetY(0.75);
571     mpf_mark->Draw();
572    
573     string filenamebkp=filename.str();
574     filename << "__MPF";
575 buchmann 1.3 DrawPrelim();
576 buchmann 1.15 CompleteSave(can,ContainerName+"/"+filename.str());
577 buchmann 1.2 cout << "MPF : " << mpf_a << " + " << mpf_b << " * alpha " << endl;
578    
579     filename.str("");
580    
581     rabs_gr->SetMarkerStyle(21);
582 buchmann 1.13 rabs_gr->SetMarkerColor(kRed);
583 buchmann 1.2 rabs_gr->Draw("AP");
584 buchmann 1.13 rabs_gr->Fit("pol1","");
585 buchmann 1.3 rabs_gr->GetXaxis()->SetTitle("#alpha");
586     rabs_gr->GetXaxis()->CenterTitle();
587 buchmann 1.14 rabs_gr->GetYaxis()->SetTitle("<R_{abs}>_{data}/<R_{abs}>_{mc}");
588 buchmann 1.3 rabs_gr->GetYaxis()->CenterTitle();
589 buchmann 1.13 TF1 *rabs_pol=(TF1*)rabs_gr->GetFunction("pol1");
590 buchmann 1.14 rabs_pol->SetLineWidth(0);
591 buchmann 1.13 TF1 *rabs_pol_complete = new TF1("rabs_pol_complete","[0]+[1]*x");
592     rabs_pol_complete->SetParameters(rabs_pol->GetParameters());
593     rabs_pol_complete->SetLineColor(kRed);
594     rabs_pol_complete->SetLineWidth(1);
595     FindMinMax(rabs_gr,min,max);
596     rabs_gr->GetYaxis()->SetRangeUser(min,max);
597     histo->GetYaxis()->SetRangeUser(min,max);
598     TPolyLine *rabs_fit_uncert = GetFitUncertaintyShape(rabs_gr, "pol1", min, max,0.0,0.4);
599 buchmann 1.14 rabs_pol->SetLineColor(TColor::GetColor("#FA5858"));
600     rabs_pol->SetFillColor(TColor::GetColor("#FA5858"));
601     rabs_fit_uncert->SetLineColor(TColor::GetColor("#FA5858"));
602     rabs_fit_uncert->SetFillColor(TColor::GetColor("#FA5858"));
603     histo->GetYaxis()->SetTitle("<R_{abs}>_{data}/<R_{abs}>_{mc}");
604 buchmann 1.13 histo->Draw();
605 buchmann 1.14 rabs_fit_uncert->Draw("F");
606     rabs_fit_uncert->Draw("");
607 buchmann 1.13 rabs_gr->Draw("P");
608     rabs_pol_complete->Draw("same");
609    
610 buchmann 1.3
611 buchmann 1.2 float rabs_a=rabs_pol->GetParameter(0);
612     float rabs_b=rabs_pol->GetParameter(1);
613     RABS_FinalGraph->SetPoint(ipt,0.5*(ptcuts[ipt]+ptcuts[ipt+1]),rabs_a);
614     RABS_FinalGraph->SetPointError(ipt,0,rabs_pol->GetParError(0));
615 buchmann 1.3
616 buchmann 1.2 cout << "!+!+!+!+!+!+!+!+!+ Just added a point to the final plot : " << rabs_a << " +/- " << rabs_pol->GetParError(0) << endl;
617    
618     stringstream rabs_info;
619 buchmann 1.14 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() << "}";
620 buchmann 1.2 TText *rabs_mark = write_title(rabs_info.str());
621     rabs_mark->SetX(0.75);
622     rabs_mark->SetTextSize(0.03);
623     rabs_mark->SetY(0.75);
624     rabs_mark->Draw();
625 buchmann 1.3
626    
627 buchmann 1.2 RABS_ExtraPolatedResults[ipt]=rabs_a;
628     filename << filenamebkp << "__RABS";
629 buchmann 1.3 DrawPrelim();
630 buchmann 1.15 CompleteSave(can,ContainerName+"/"+filename.str());
631 buchmann 1.2 cout << "RABS : " << rabs_a << " + " << rabs_b << " * alpha " << endl;
632     }
633    
634     MPF_FinalGraph->SetMarkerStyle(21);
635 buchmann 1.13 MPF_FinalGraph->SetMarkerColor(kBlue);
636     MPF_FinalGraph->Fit("pol0",""); // quiet, use minos
637 buchmann 1.3
638 buchmann 1.2 TF1 *mpf_pol0=(TF1*)MPF_FinalGraph->GetFunction("pol0");
639 buchmann 1.13 TF1 *mpf_pol0_complete = new TF1("mpf_pol0_complete","[0]+[1]*x");
640     mpf_pol0_complete->SetLineWidth(1);
641     mpf_pol0_complete->SetLineColor(kBlue);
642     mpf_pol0->SetLineColor(kBlue);
643 buchmann 1.2 MPF_FinalGraph->Draw("AP");
644 buchmann 1.3 MPF_FinalGraph->GetXaxis()->SetTitle("p_{T}^{Z}");
645     MPF_FinalGraph->GetXaxis()->CenterTitle();
646 buchmann 1.9 MPF_FinalGraph->GetYaxis()->SetTitle("<MPF>_{data}/<MPF>_{mc}");
647 buchmann 1.3 MPF_FinalGraph->GetYaxis()->CenterTitle();
648     MPF_FinalGraph->Draw("AP");
649 buchmann 1.13 mpf_pol0_complete->Draw("same");
650 buchmann 1.3
651 buchmann 1.2 stringstream mpf_result;
652 buchmann 1.3 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)}";
653 buchmann 1.2 TText *rmpf_final_mark = write_title(mpf_result.str());
654     rmpf_final_mark->SetX(0.75);
655     rmpf_final_mark->SetY(0.75);
656     rmpf_final_mark->SetTextSize(0.03);
657     rmpf_final_mark->Draw();
658 buchmann 1.3 DrawPrelim();
659 buchmann 1.5 float MPFResult=1/mpf_pol0->GetParameter(0);
660     float MPFResultError=mpf_pol0->GetParError(0)/(mpf_pol0->GetParameter(0)*mpf_pol0->GetParameter(0));
661 buchmann 1.2
662     stringstream filename2;
663     filename2 << "Extrapolation/FINAL_RESULT_MPF";
664 buchmann 1.15 CompleteSave(can,ContainerName+"/"+filename2.str());
665 buchmann 1.2
666    
667     RABS_FinalGraph->SetMarkerStyle(21);
668     RABS_FinalGraph->SetMarkerStyle(21);
669     RABS_FinalGraph->SetMarkerColor(kRed);
670 buchmann 1.3 RABS_FinalGraph->Fit("pol0","QE"); // quiet, use minos
671     RABS_FinalGraph->Draw("AP");
672     RABS_FinalGraph->GetXaxis()->SetTitle("p_{T}^{Z}");
673     RABS_FinalGraph->GetXaxis()->CenterTitle();
674 buchmann 1.9 RABS_FinalGraph->GetYaxis()->SetTitle("<R_{abs}>_{data}/<R_{abs}>_{mc}");
675 buchmann 1.3 RABS_FinalGraph->GetYaxis()->CenterTitle();
676 buchmann 1.2 RABS_FinalGraph->Draw("AP");
677     TF1 *rabs_pol0=(TF1*)RABS_FinalGraph->GetFunction("pol0");
678     stringstream rabs_result;
679 buchmann 1.3 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})}";;
680 buchmann 1.2 TText *rabs_final_mark = write_title(rabs_result.str());
681     rabs_final_mark->SetX(0.75);
682     rabs_final_mark->SetY(0.75);
683     rabs_final_mark->SetTextSize(0.03);
684     rabs_final_mark->Draw();
685 buchmann 1.3 DrawPrelim();
686 buchmann 1.2
687 buchmann 1.5 float RabsResult=1/rabs_pol0->GetParameter(0);
688     float RabsResultError=rabs_pol0->GetParError(0)/(rabs_pol0->GetParameter(0)*rabs_pol0->GetParameter(0));
689    
690     filename2.str("");
691     filename2 << "Extrapolation/FINAL_RESULT_RABS";
692 buchmann 1.15 CompleteSave(can,ContainerName+"/"+filename2.str());
693 buchmann 1.5
694 buchmann 1.9 can->cd();
695 buchmann 1.13 MPF_FaceValueAtPoint3->SetMarkerStyle(21);
696     MPF_FaceValueAtPoint3->SetMarkerColor(kBlue);
697     MPF_FaceValueAtPoint3->Fit("pol0","QE"); // quiet, use minos
698     MPF_FaceValueAtPoint3->Draw("AP");
699     MPF_FaceValueAtPoint3->GetXaxis()->SetTitle("p_{T}^{Z}");
700     MPF_FaceValueAtPoint3->GetXaxis()->CenterTitle();
701     MPF_FaceValueAtPoint3->GetYaxis()->SetTitle("<MPF>__{data}/<MPF>_{mc} for #alpha<0.3");
702     MPF_FaceValueAtPoint3->GetYaxis()->CenterTitle();
703     MPF_FaceValueAtPoint3->Draw("AP");
704     TF1 *faceval_pol0=(TF1*)MPF_FaceValueAtPoint3->GetFunction("pol0");
705     faceval_pol0->SetLineColor(kBlue);
706     faceval_pol0->SetLineWidth(1);
707     faceval_pol0->Draw("same");
708     TF1 *faceval_pol0_complete = new TF1("faceval_pol0_complete","[0]+[1]*x");
709     faceval_pol0_complete->SetParameters(faceval_pol0->GetParameters());
710 buchmann 1.5 stringstream faceval_result;
711     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)}";;
712     TText *faceval_final_mark = write_title(faceval_result.str());
713     faceval_final_mark->SetX(0.75);
714     faceval_final_mark->SetY(0.75);
715     faceval_final_mark->SetTextSize(0.03);
716     faceval_final_mark->Draw();
717     DrawPrelim();
718    
719     float FaceValResult=1/faceval_pol0->GetParameter(0);
720     float FaceValResultError=faceval_pol0->GetParError(0)/(faceval_pol0->GetParameter(0)*faceval_pol0->GetParameter(0));
721    
722 buchmann 1.2 filename2.str("");
723 buchmann 1.9 filename2 << "Extrapolation/FINAL_RESULT_MPF_FaceValp3";
724 buchmann 1.15 CompleteSave(can,ContainerName+"/"+filename2.str());
725 buchmann 1.2
726 buchmann 1.13 can->cd();
727     RABS_FaceValueAtPoint3->SetMarkerStyle(21);
728     RABS_FaceValueAtPoint3->SetMarkerColor(kRed);
729     RABS_FaceValueAtPoint3->Fit("pol0","QE"); // quiet, use minos
730     RABS_FaceValueAtPoint3->Draw("AP");
731     RABS_FaceValueAtPoint3->GetXaxis()->SetTitle("p_{T}^{Z}");
732     RABS_FaceValueAtPoint3->GetXaxis()->CenterTitle();
733     RABS_FaceValueAtPoint3->GetYaxis()->SetTitle("<R_{abs}>_{data}/<R_{abs}>_{mc} for #alpha<0.3");
734     RABS_FaceValueAtPoint3->GetYaxis()->CenterTitle();
735     RABS_FaceValueAtPoint3->Draw("AP");
736     TF1 *faceval_pol0RABS=(TF1*)RABS_FaceValueAtPoint3->GetFunction("pol0");
737     TF1 *faceval_pol0RABS_complete = new TF1("faceval_pol0_complete","[0]+[1]*x");
738     faceval_pol0RABS_complete->SetParameters(faceval_pol0RABS->GetParameters());
739     faceval_pol0RABS->SetLineWidth(1);
740     faceval_pol0RABS->SetLineColor(kRed);
741     faceval_pol0RABS_complete->Draw("same");
742     stringstream RABSfaceval_result;
743     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)}";;
744     TText *RABSfaceval_final_mark = write_title(RABSfaceval_result.str());
745     RABSfaceval_final_mark->SetX(0.75);
746     RABSfaceval_final_mark->SetY(0.75);
747     RABSfaceval_final_mark->SetTextSize(0.03);
748     RABSfaceval_final_mark->Draw();
749     DrawPrelim();
750    
751     float RABSFaceValResult=1/faceval_pol0RABS->GetParameter(0);
752     float RABSFaceValResultError=faceval_pol0RABS->GetParError(0)/(faceval_pol0RABS->GetParameter(0)*faceval_pol0RABS->GetParameter(0));
753    
754     filename2.str("");
755     filename2 << "Extrapolation/FINAL_RESULT_RABS_FaceValp3";
756 buchmann 1.15 CompleteSave(can,ContainerName+"/"+filename2.str());
757 buchmann 1.13
758 buchmann 1.5 cout << "FINAL RESULTS: " << endl;
759     cout << "MPF : " << MPFResult << " +/- " << MPFResultError << endl;
760     cout << "Rabs: " << RabsResult << " +/- " << RabsResultError << endl;
761 buchmann 1.13 cout << "Face value at 0.3 :" << FaceValResult << " +/- " << FaceValResultError << " (MPF) " << endl;
762     cout << "Face value at 0.3 :" << RABSFaceValResult << " +/- " << RABSFaceValResultError << " (RABS) " << endl;
763 buchmann 1.2
764     delete can;
765    
766 buchmann 1.15 results.MPF_Result_FaceValue=Value(FaceValResult,FaceValResultError);
767     results.Rabs_Result_FaceValue=Value(RABSFaceValResult,RABSFaceValResultError);
768     results.MPF_Result_Extrapolated=Value(MPFResult,MPFResultError);
769     results.Rabs_Result_Extrapolated=Value(RabsResult,RabsResultError);
770     cout << results << endl;
771     return results;
772 buchmann 1.2 }
773    
774    
775 buchmann 1.15 void TEST_DoPUStudy(string identifier) {
776 buchmann 1.9
777     float numVtxcuts[7]={0,10,15,20};
778    
779     TCanvas *can = new TCanvas("can","can");
780     TH1F *malpha[8];
781     TH1F *dalpha[8];
782     cout << identifier << ";";
783     cout << endl;
784     for(int i=1;i<5;i++) {
785     stringstream sSpecialCut;
786     if(i<4) {
787     sSpecialCut << "numVtx>" << numVtxcuts[i-1] << " && numVtx<" << numVtxcuts[i];
788     cout << numVtxcuts[i-1] << " < nVtx < " << numVtxcuts[i] << ";";
789     } else {
790     sSpecialCut << "numVtx>" << numVtxcuts[i-1];
791     cout << numVtxcuts[i-1] << ";";
792     }
793    
794     TCut SpecialCut(sSpecialCut.str().c_str());
795    
796    
797     malpha[i] = allsamples.Draw("malpha"+any2string(i),"mpf",1000,0,10,"MPF","events",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&SpecialCut,mc,luminosity);
798     dalpha[i] = allsamples.Draw("dalpha"+any2string(i),"mpf",1000,0,10,"MPF","events",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&SpecialCut,data,luminosity);
799    
800    
801     float a=dalpha[i]->GetMean();
802     float b=malpha[i]->GetMean();
803     float da=dalpha[i]->GetMeanError();
804     float db=malpha[i]->GetMeanError();
805     float factor = a / b;
806     float error = TMath::Sqrt( (1/(b*b)) * (da*da) + ((a*a)/(b*b))*db*db);
807    
808     cout << malpha[i]->GetMean() << ";" << malpha[i]->GetMeanError() << ";" << dalpha[i]->GetMean() << ";" << dalpha[i]->GetMeanError() << ";" << malpha[i]->Integral()<<";"<<dalpha[i]->Integral() << ";"<<factor << ";" << error << endl;
809     malpha[i]->SetLineColor(i+1);
810     if(i==0) malpha[i]->Draw("histo");
811     else malpha[i]->Draw("histo,same");
812     }
813    
814     CompleteSave(can,"AlphaOverview_"+identifier);
815     delete can;
816    
817     /* for(int i=1;i<8;i++) {
818     delete malpha[i];
819     delete dalpha[i];
820     }
821     */
822    
823     }
824    
825 buchmann 1.15 void TEST_ScenarioComparison() {
826 buchmann 1.13 //very dumb way to do this.
827 buchmann 1.9 TGraphAsymmErrors *gr[5];
828     TF1 *fit[5];
829     bool dofit=false;
830    
831     TCanvas *can = new TCanvas("can","can",500,500);
832    
833     TLegend *leg = new TLegend(0.2,0.2,0.5,0.45);
834     leg->SetBorderSize(0);
835     leg->SetFillColor(kWhite);
836    
837     for(int i=0;i<5;i++) {
838     gr[i] = new TGraphAsymmErrors();
839     double x[4] = {5,12.5,17.5,20};
840     double dxl[4] = {5,2.5,2.5,2.5};
841     double dxh[4] = {5,2.5,2.5,10};
842    
843     string name="";
844     string color="";
845    
846     if(i==0) {
847     double y[4] = {1.008,1.013,1.003,1.007};
848     double dyl[4] = {0.011,0.009,0.013,0.020};
849     double dyh[4] = {0.011,0.009,0.013,0.020};
850     name="30/30";
851     gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
852     color="#a01d99";
853     }
854     if(i==1) {
855     double y[4] = {1.008+0.001,1.013+0.001,1.003+0.001,1.007+0.001};
856     double dyl[4] = {0.011,0.009,0.013,0.020};
857     double dyh[4] = {0.011,0.009,0.013,0.020};
858     gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
859 buchmann 1.13 name="30/15";
860 buchmann 1.9 color="#2464bc";
861     }
862     if(i==2) {
863     double y[4] = {1.014,1.026,1.014,1.059};
864     double dyl[4] = {0.011,0.010,0.014,0.023};
865     double dyh[4] = {0.011,0.010,0.014,0.023};
866     gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
867     name="15/15";
868     color="#f49230";
869     }
870     if(i==3) {
871     double y[4] = {1.015,1.020,1.008,1.050};
872     double dyl[4] = {0.011,0.010,0.014,0.022};
873     double dyh[4] = {0.011,0.010,0.014,0.022};
874     gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
875     name="20/15";
876     color="#c72f3c";
877     }
878     if(i==4) {
879     double y[4] = {1.015+0.001,1.020+0.001,1.008+0.001,1.050+0.001};
880     double dyl[4] = {0.011,0.010,0.014,0.022};
881     double dyh[4] = {0.011,0.010,0.014,0.022};
882     gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
883     name="20/20";
884     color="#7cb433";
885     }
886    
887    
888     gr[i]->SetTitle();
889     gr[i]->GetXaxis()->SetTitle("N(Vtx)");
890     gr[i]->GetYaxis()->SetTitle("<MPF>_{data}/<MPF>_{mc}");
891     gr[i]->GetXaxis()->CenterTitle();
892     gr[i]->GetYaxis()->CenterTitle();
893     gr[i]->SetName(name.c_str());
894     gr[i]->SetMarkerSize(0.00001);
895     gr[i]->GetYaxis()->SetRangeUser(0.90,1.10);
896     gr[i]->SetLineColor(TColor::GetColor(color.c_str()));
897     gr[i]->SetMarkerColor(TColor::GetColor(color.c_str()));
898     if(dofit) {
899     gr[i]->Fit("pol1");
900     fit[i] = (TF1*)gr[i]->GetFunction("pol1");
901     fit[i]->SetLineColor(TColor::GetColor(color.c_str()));
902     }
903     leg->AddEntry(gr[i],name.c_str(),"l");
904     if(i==0) gr[i]->Draw("AP*");
905     else gr[i]->Draw("P");
906     }
907     leg->Draw();
908     DrawPrelim();
909    
910     CompleteSave(can,"ScenarioComparison");
911     delete can;
912    
913     }
914    
915 buchmann 1.15 void TEST_ScenarioComparisonInclusive() {
916 buchmann 1.13 //dumbest way ever to do this. but ok we only need to do it once.
917 buchmann 1.9 TGraphAsymmErrors *gr[5];
918     TF1 *fit[5];
919     bool dofit=true;
920    
921     TCanvas *can = new TCanvas("can","can",500,500);
922    
923     TLegend *leg = new TLegend(0.2,0.2,0.5,0.45);
924     leg->SetBorderSize(0);
925     leg->SetFillColor(kWhite);
926    
927     for(int i=0;i<5;i++) {
928     gr[i] = new TGraphAsymmErrors();
929     double x[4] = {5,12.5,17.5,20};
930     double dxl[4] = {5,2.5,2.5,2.5};
931     double dxh[4] = {5,2.5,2.5,10};
932    
933     string name="";
934     string color="";
935    
936     if(i==0) {
937     double y[4] = {1.01103,1.01496,1.01486,1.02785};
938     double dyl[4] = {0.00235044,0.00225264,0.00313574,0.00541047};
939     double dyh[4] = {0.00235044,0.00225264,0.00313574,0.00541047};
940     name="30/30";
941     gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
942     color="#a01d99";
943     }
944     if(i==1) {
945     double y[4] = {1.01103+0.001,1.01496+0.001,1.01486+0.001,1.02785+0.001};
946     double dyl[4] = {0.00235044,0.00225264,0.00313574,0.00541047};
947     double dyh[4] = {0.00235044,0.00225264,0.00313574,0.00541047};
948     gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
949 buchmann 1.13 name="30/15";
950 buchmann 1.9 color="#2464bc";
951     }
952     if(i==2) {
953     double y[4] = {1.01575,1.02879,1.0325,1.05456};
954     double dyl[4] = {0.00288281,0.00278536,0.00367451,0.00590421};
955     double dyh[4] = {0.00288281,0.00278536,0.00367451,0.00590421};
956     gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
957     name="15/15";
958     color="#f49230";
959     }
960     if(i==3) {
961     double y[4] = {1.01221,1.01922,1.02396,1.04677};
962     double dyl[4] = {0.00263821,0.00260853,0.00353673,0.00584728};
963     double dyh[4] = {0.00263821,0.00260853,0.00353673,0.00584728};
964     gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
965     name="20/15";
966     color="#c72f3c";
967     }
968     if(i==4) {
969     double y[4] = {1.01221+0.001,1.01922+0.001,1.02396+0.001,1.04677+0.001};
970     double dyl[4] = {0.00263821,0.00260853,0.00353673,0.00584728};
971     double dyh[4] = {0.00263821,0.00260853,0.00353673,0.00584728};
972     gr[i] = new TGraphAsymmErrors(4,x,y,dxl,dxh,dyl,dyh);
973     name="20/20";
974     color="#7cb433";
975     }
976    
977    
978     gr[i]->SetTitle();
979     gr[i]->GetXaxis()->SetTitle("N(Vtx)");
980     gr[i]->GetYaxis()->SetTitle("<MPF>_{data}/<MPF>_{mc}");
981     gr[i]->GetXaxis()->CenterTitle();
982     gr[i]->GetYaxis()->CenterTitle();
983     gr[i]->SetName(name.c_str());
984     gr[i]->SetMarkerSize(0.00001);
985     gr[i]->GetYaxis()->SetRangeUser(0.90,1.10);
986     gr[i]->SetLineColor(TColor::GetColor(color.c_str()));
987     gr[i]->SetMarkerColor(TColor::GetColor(color.c_str()));
988     if(dofit) {
989     gr[i]->Fit("pol1");
990     fit[i] = (TF1*)gr[i]->GetFunction("pol1");
991     fit[i]->SetLineColor(TColor::GetColor(color.c_str()));
992     }
993     leg->AddEntry(gr[i],name.c_str(),"l");
994     if(i==0) gr[i]->Draw("AP*");
995     else gr[i]->Draw("P");
996     }
997     leg->Draw();
998     DrawPrelim();
999    
1000     CompleteSave(can,"ScenarioComparisonInclusive");
1001     delete can;
1002    
1003     }
1004 buchmann 1.2
1005 buchmann 1.15 void TEST_compare_selection(string identifier) {
1006 buchmann 1.7 bool recognized_scenario=false;
1007    
1008     cout << "Running with identifier " << identifier << endl;
1009 buchmann 1.9 if(identifier=="Zb3010") {
1010     LeadingB=TCut ("Zb3010_bTagProbCSVBP[0]>0.898");
1011     EtaB=TCut("abs(Zb3010_pfJetGoodEta[0])<1.3");
1012     PhiZcut=TCut("abs(Zb3010_pfJetDphiZ[0])>2.7");
1013     recognized_scenario=true;
1014     }
1015    
1016     if(identifier=="Zb3010") {
1017     LeadingB=TCut ("Zb3010_bTagProbCSVBP[0]>0.898");
1018     EtaB=TCut("abs(Zb3010_pfJetGoodEta[0])<1.3");
1019     PhiZcut=TCut("abs(Zb3010_pfJetDphiZ[0])>2.7");
1020 buchmann 1.7 recognized_scenario=true;
1021     }
1022    
1023 buchmann 1.9 if(identifier=="Zb40") {
1024     LeadingB=TCut ("Zb40_bTagProbCSVBP[0]>0.898");
1025     EtaB=TCut("abs(Zb40_pfJetGoodEta[0])<1.3");
1026     PhiZcut=TCut("abs(Zb40_pfJetDphiZ[0])>2.7");
1027     recognized_scenario=true;
1028     }
1029    
1030     if(identifier=="Zb301030") {
1031     LeadingB=TCut ("Zb301030_bTagProbCSVBP[0]>0.898");
1032     EtaB=TCut("abs(Zb301030_pfJetGoodEta[0])<1.3");
1033     PhiZcut=TCut("abs(Zb301030_pfJetDphiZ[0])>2.7");
1034 buchmann 1.7 recognized_scenario=true;
1035     }
1036    
1037     if(identifier=="Zb1530") {
1038 buchmann 1.9 LeadingB=TCut ("Zb1530_bTagProbCSVBP[0]>0.898");
1039 buchmann 1.7 EtaB=TCut("abs(Zb1530_pfJetGoodEta[0])<1.3");
1040     PhiZcut=TCut("abs(Zb1530_pfJetDphiZ[0])>2.7");
1041     recognized_scenario=true;
1042     }
1043    
1044 buchmann 1.9 if(identifier=="Zb301010") {
1045     LeadingB=TCut ("Zb301010_bTagProbCSVBP[0]>0.898");
1046     EtaB=TCut("abs(Zb301010_pfJetGoodEta[0])<1.3");
1047     PhiZcut=TCut("abs(Zb301010_pfJetDphiZ[0])>2.7");
1048     recognized_scenario=true;
1049     }
1050    
1051     if(identifier=="Zb1510") {
1052     LeadingB=TCut ("Zb1510_bTagProbCSVBP[0]>0.898");
1053     EtaB=TCut("abs(Zb1510_pfJetGoodEta[0])<1.3");
1054     PhiZcut=TCut("abs(Zb1510_pfJetDphiZ[0])>2.7");
1055     recognized_scenario=true;
1056     }
1057    
1058     if(identifier=="Zb301010") {
1059     LeadingB=TCut ("Zb301010_bTagProbCSVBP[0]>0.898");
1060     EtaB=TCut("abs(Zb301010_pfJetGoodEta[0])<1.3");
1061     PhiZcut=TCut("abs(Zb301010_pfJetDphiZ[0])>2.7");
1062     recognized_scenario=true;
1063     }
1064    
1065     if(identifier=="ZbMikko") {
1066     LeadingB=TCut ("ZbMikko_bTagProbCSVBP[0]>0.898 && ZbMikko__IsClean");
1067     EtaB=TCut("abs(ZbMikko_pfJetGoodEta[0])<1.3 && ZbMikko__IsClean");
1068     PhiZcut=TCut("abs(ZbMikko_pfJetDphiZ[0])>2.7 && ZbMikko__IsClean");
1069 buchmann 1.7 recognized_scenario=true;
1070     }
1071    
1072 buchmann 1.9 if(identifier=="Zb3010_SecEta3") {
1073     LeadingB=TCut ("Zb3010_SecEta3_bTagProbCSVBP[0]>0.898");
1074     EtaB=TCut("abs(Zb3010_SecEta3_pfJetGoodEta[0])<1.3");
1075     PhiZcut=TCut("abs(Zb3010_SecEta3_pfJetDphiZ[0])>2.7");
1076 buchmann 1.7 recognized_scenario=true;
1077     }
1078    
1079 buchmann 1.9 if(identifier=="Zb3010_SecEta5") {
1080     LeadingB=TCut ("Zb3010_SecEta5_bTagProbCSVBP[0]>0.898");
1081     EtaB=TCut("abs(Zb3010_SecEta5_pfJetGoodEta[0])<1.3");
1082     PhiZcut=TCut("abs(Zb3010_SecEta5_pfJetDphiZ[0])>2.7");
1083 buchmann 1.7 recognized_scenario=true;
1084     }
1085    
1086 buchmann 1.9 if(identifier=="Zb3010_p5Clean") {
1087     LeadingB=TCut ("Zb3010_p5Clean_bTagProbCSVBP[0]>0.898 && Zb3010_p5Clean_IsClean");
1088     EtaB=TCut("abs(Zb3010_p5Clean_pfJetGoodEta[0])<1.3 && Zb3010_p5Clean_IsClean");
1089     PhiZcut=TCut("abs(Zb3010_p5Clean_pfJetDphiZ[0])>2.7 && Zb3010_p5Clean_IsClean");
1090 buchmann 1.7 recognized_scenario=true;
1091     }
1092    
1093 buchmann 1.9 if(identifier=="Zb3010CHS") {
1094     LeadingB=TCut ("Zb3010CHS_bTagProbCSVBP[0]>0.898");
1095     EtaB=TCut("abs(Zb3010CHS_pfJetGoodEta[0])<1.3");
1096     PhiZcut=TCut("abs(Zb3010CHS_pfJetDphiZ[0])>2.7");
1097 buchmann 1.7 recognized_scenario=true;
1098     }
1099    
1100     assert(recognized_scenario);
1101    
1102     cout << "Cuts: " << endl;
1103     cout << " " << (const char*) LeadingB << endl;
1104     cout << " " << (const char*) EtaB << endl;
1105     cout << " " << (const char*) PhiZcut << endl;
1106    
1107     cout << endl << endl;
1108    
1109 buchmann 1.9 // ScenarioComparison();
1110     // ScenarioComparisonInclusive();
1111    
1112    
1113     // DoPUStudy(identifier);
1114    
1115     // SpecialCutFlow(identifier);
1116     // draw_kin_variable("pt",ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&"pt>10&&pt<1000",17000,30,200,"Z p_{T}","Official/"+identifier+"/Zpt__"+identifier,1);
1117     // 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);
1118     // 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);
1119     // 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);
1120     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);
1121     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);
1122     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);
1123     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);
1124     draw_kin_variable(identifier+"_alpha",ZplusBsel&&LeadingB&&EtaB&&PhiZcut,20,0,2,"#alpha","Official/"+identifier+"/alpha_full__"+identifier,1);
1125     // 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);
1126 buchmann 1.7
1127 buchmann 1.9 // 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");
1128     // 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");
1129 buchmann 1.7
1130    
1131 buchmann 1.9 // */
1132 buchmann 1.7
1133     }
1134    
1135 buchmann 1.14 void GetNumberEventsInsideOutsideAlphaWindow(TCut specialcut, string title) {
1136 buchmann 1.13
1137 buchmann 1.14 // TCut cut = ZplusBsel&&LeadingB&&PhiZcut&&specialcut&&TCut("Zb3010_alpha<0.3");
1138     TCut cut = specialcut;
1139     TCut in = EtaB;
1140     TCut out = TCut("abs(Zb3010_pfJetGoodEta[0])>1.3");
1141 buchmann 1.13
1142     TH1F *data_IN = allsamples.Draw("data_IN", "mll",1,0,150, "nothing [GeV]", "events", cut&&in, data,luminosity);
1143     TH1F *data_OUT = allsamples.Draw("data_OUT", "mll",1,0,150, "nothing [GeV]", "events", cut&&out,data,luminosity);
1144     TH1F *mc_IN = allsamples.Draw("mc_IN", "mll",1,0,150, "nothing [GeV]", "events", cut&&in, mc ,luminosity);
1145     TH1F *mc_OUT = allsamples.Draw("mc_OUT", "mll",1,0,150, "nothing [GeV]", "events", cut&&out,mc ,luminosity);
1146    
1147 buchmann 1.14 dout << title << " : " << endl;
1148 buchmann 1.13 dout << " Data: In " << data_IN->Integral() << " vs out " << data_OUT->Integral() << endl;
1149     dout << " MC : In " << mc_IN->Integral() << " vs out " << mc_OUT->Integral() << endl;
1150 buchmann 1.14 dout << " ratio in : " << data_IN->Integral()/mc_IN->Integral() << " +/- " << (data_IN->Integral()/mc_IN->Integral()) * sqrt(1.0/mc_IN->Integral()+ 1.0/data_IN->Integral()) << endl;
1151     dout << " ratio out : " << data_OUT->Integral()/mc_OUT->Integral() << " +/- " << (data_OUT->Integral()/mc_OUT->Integral()) * sqrt(1.0/mc_OUT->Integral()+ 1.0/data_OUT->Integral()) << endl;
1152    
1153     delete data_IN;
1154     delete data_OUT;
1155     delete mc_IN;
1156     delete mc_OUT;
1157 buchmann 1.13 }
1158    
1159 buchmann 1.15 void TEST_GetNumberEventsInsideOutsideAlphaWindow() {
1160 buchmann 1.14 TCanvas *ca = new TCanvas("ca","ca");
1161     // GetNumberEventsInsideOutsideAlphaWindow(TCut("id1==id2&&id1==0"), "ee");
1162     // GetNumberEventsInsideOutsideAlphaWindow(TCut("id1==id2&&id1==1"), "mm");
1163     // GetNumberEventsInsideOutsideAlphaWindow(TCut("id1==id2"), "ee/mm");
1164    
1165     cout << "BASE SELECTION" << endl;
1166     GetNumberEventsInsideOutsideAlphaWindow(TCut("id1==id2&&id1==0"), "ee");
1167     GetNumberEventsInsideOutsideAlphaWindow(TCut("id1==id2&&id1==1"), "mm");
1168     GetNumberEventsInsideOutsideAlphaWindow(TCut("id1==id2"), "ee/mm");
1169    
1170     cout << "BASE SELECTION: Z+b" << endl;
1171     GetNumberEventsInsideOutsideAlphaWindow(ZplusBsel&&TCut("id1==id2&&id1==0"), "ee");
1172     GetNumberEventsInsideOutsideAlphaWindow(ZplusBsel&&TCut("id1==id2&&id1==1"), "mm");
1173     GetNumberEventsInsideOutsideAlphaWindow(ZplusBsel&&TCut("id1==id2"), "ee/mm");
1174    
1175     cout << "Leading B" << endl;
1176     GetNumberEventsInsideOutsideAlphaWindow(LeadingB&&ZplusBsel&&TCut("id1==id2&&id1==0"), "ee");
1177     GetNumberEventsInsideOutsideAlphaWindow(LeadingB&&ZplusBsel&&TCut("id1==id2&&id1==1"), "mm");
1178     GetNumberEventsInsideOutsideAlphaWindow(LeadingB&&ZplusBsel&&TCut("id1==id2"), "ee/mm");
1179    
1180     cout << "PhiZcut" << endl;
1181     GetNumberEventsInsideOutsideAlphaWindow(PhiZcut&&LeadingB&&ZplusBsel&&TCut("id1==id2&&id1==0"), "ee");
1182     GetNumberEventsInsideOutsideAlphaWindow(PhiZcut&&LeadingB&&ZplusBsel&&TCut("id1==id2&&id1==1"), "mm");
1183     GetNumberEventsInsideOutsideAlphaWindow(PhiZcut&&LeadingB&&ZplusBsel&&TCut("id1==id2"), "ee/mm");
1184    
1185     cout << "alpha cut" << endl;
1186     GetNumberEventsInsideOutsideAlphaWindow(PhiZcut&&LeadingB&&ZplusBsel&&TCut("id1==id2&&id1==0")&&TCut("Zb3010_alpha<0.3"), "ee");
1187     GetNumberEventsInsideOutsideAlphaWindow(PhiZcut&&LeadingB&&ZplusBsel&&TCut("id1==id2&&id1==1")&&TCut("Zb3010_alpha<0.3"), "mm");
1188     GetNumberEventsInsideOutsideAlphaWindow(PhiZcut&&LeadingB&&ZplusBsel&&TCut("id1==id2")&&TCut("Zb3010_alpha<0.3"), "ee/mm");
1189    
1190     delete ca;
1191    
1192    
1193     }
1194    
1195    
1196    
1197 buchmann 1.13
1198 buchmann 1.15 void do_basic_ZB_analysis(bool DoCompleteAnalysis) {
1199 buchmann 1.12
1200     //https://twiki.cern.ch/twiki/bin/viewauth/CMS/BtagPOG#2011_Data_and_MC
1201     //https://twiki.cern.ch/twiki/pub/CMS/BtagPOG/SFb-ttbar_payload.txt
1202 buchmann 1.9
1203 buchmann 1.14 cout << "The lepton requirement is " << (const char*) leptoncut << endl;
1204 buchmann 1.12 bool doquick=true;
1205 buchmann 1.9
1206 buchmann 1.2 TCanvas *zbcanvas = new TCanvas("zbcanvas","zbcanvas");
1207 buchmann 1.1
1208 buchmann 1.9 // compare_selection("Zb3010_p5Clean");
1209     // compare_selection("Zb3010CHS");
1210     // compare_selection("Zb3010");
1211     // compare_selection("Zb301030");
1212     // compare_selection("Zb1530");
1213     // compare_selection("Zb301010");
1214     // compare_selection("Zb3010_SecEta3");
1215     // compare_selection("Zb3010_SecEta5");
1216     // compare_selection("Zb1510");
1217     // compare_selection("Zb301010");
1218     // compare_selection("ZbMikko");
1219     // compare_selection("Zb3010");
1220     // compare_selection("Zb40");
1221 buchmann 1.8
1222 buchmann 1.11 if(!doquick) {
1223     print_all_b_yields();
1224     draw_mpf_vars();
1225     // DrawEvilCutFlow();
1226    
1227     draw_Zb_kin_vars();
1228    
1229     }
1230 buchmann 1.7
1231 buchmann 1.14 // GetNumberEventsInsideOutsideAlphaWindow();
1232 buchmann 1.15
1233     dout <<"THIS IS WHERE IT GETS REALLY INTERESTING!!!!" << endl;
1234     if(DoCompleteAnalysis) {
1235     /* need to run the following scenarios:
1236     * - normal
1237     * - inclusive
1238     * - medium WP
1239     * - alpha up
1240     * - alpha down
1241     */
1242    
1243     ZbResultContainer inclusive = new_data_mc_agreement_2d("Zb3010_alpha","inclusive",TCut("Zb3010_bTagProbCSVBP[0]>-10000"),TCut("1.0"));
1244 buchmann 1.16 ZbResultContainer Reference = new_data_mc_agreement_2d("Zb3010_alpha","reference",TCut("Zb3010_bTagProbCSVBP[0]>0.898"),TCut("ZbCHS3010_BTagWgtT"));
1245     ZbResultContainer effmistagUp = new_data_mc_agreement_2d("Zb3010_alpha","effmistagUp",TCut("Zb3010_bTagProbCSVBP[0]>0.898"),TCut("ZbCHS3010_BTagWgtTUp"));
1246     ZbResultContainer effmistagDown = new_data_mc_agreement_2d("Zb3010_alpha","effmistagDown",TCut("Zb3010_bTagProbCSVBP[0]>0.898"),TCut("ZbCHS3010_BTagWgtTDown"));
1247     ZbResultContainer medium = new_data_mc_agreement_2d("Zb3010_alpha","medium",TCut("Zb3010_bTagProbCSVBP[0]>0.679"),TCut("ZbCHS3010_BTagWgtM"));
1248     ZbResultContainer loose = new_data_mc_agreement_2d("Zb3010_alpha","loose",TCut("Zb3010_bTagProbCSVBP[0]>0.244"),TCut("ZbCHS3010_BTagWgtL"));
1249     ZbResultContainer AlphaUp = new_data_mc_agreement_2d("Zb3010_alphaUp","AlphaUp",TCut("Zb3010_bTagProbCSVBP[0]>0.898"),TCut("ZbCHS3010_BTagWgtT"));
1250     ZbResultContainer AlphaDown = new_data_mc_agreement_2d("Zb3010_alphaDown","AlphaDown",TCut("Zb3010_bTagProbCSVBP[0]>0.898"),TCut("ZbCHS3010_BTagWgtT"));
1251    
1252     //and now let's compute some systematics!
1253     //1 alpha variation
1254     float SysMPF_Alpha_down = Reference.MPF_Result_FaceValue.getValue()-AlphaDown.MPF_Result_FaceValue.getValue();
1255     float SysMPF_Alpha_up = Reference.MPF_Result_FaceValue.getValue()-AlphaUp.MPF_Result_FaceValue.getValue();
1256    
1257     //2 btagging efficiency/mistag correction
1258     float SysMPF_EFF_down = Reference.MPF_Result_FaceValue.getValue()-effmistagDown.MPF_Result_FaceValue.getValue();
1259     float SysMPF_EFF_up = Reference.MPF_Result_FaceValue.getValue()-effmistagUp.MPF_Result_FaceValue.getValue();
1260    
1261     //3 purity
1262     zbcanvas->cd();
1263 buchmann 1.17 gStyle->SetOptFit(0);
1264 buchmann 1.16 write_info(__FUNCTION__,"Don't know the exact purity at the moment, still needs to be determined!");
1265 buchmann 1.17 TH1F *purityhisto = new TH1F("purityhisto","purityhisto",1,0,1);
1266     purityhisto->GetXaxis()->SetTitle("Purity");
1267     purityhisto->GetYaxis()->SetTitle("C_{abs}");
1268     purityhisto->GetXaxis()->CenterTitle();
1269     purityhisto->GetYaxis()->CenterTitle();
1270    
1271 buchmann 1.16 TGraphErrors *gSysMPF_Purity = new TGraphErrors();
1272     gSysMPF_Purity->SetPoint(0,0.05,inclusive.MPF_Result_FaceValue.getValue());
1273     gSysMPF_Purity->SetPointError(0,0.0,inclusive.MPF_Result_FaceValue.getError());
1274 buchmann 1.17
1275     gSysMPF_Purity->SetPoint(1,0.20,loose.MPF_Result_FaceValue.getValue());//x value?
1276 buchmann 1.16 gSysMPF_Purity->SetPointError(1,0.0,loose.MPF_Result_FaceValue.getError());
1277 buchmann 1.17 gSysMPF_Purity->SetPoint(2,0.54,medium.MPF_Result_FaceValue.getValue());//x value?
1278 buchmann 1.16 gSysMPF_Purity->SetPointError(2,0.0,medium.MPF_Result_FaceValue.getError());
1279 buchmann 1.17 gSysMPF_Purity->SetPoint(3,0.82,Reference.MPF_Result_FaceValue.getValue());//x value?
1280 buchmann 1.16 gSysMPF_Purity->SetPointError(3,0.0,Reference.MPF_Result_FaceValue.getError());
1281    
1282 buchmann 1.17
1283     float min,max;
1284     FindMinMax(gSysMPF_Purity,min,max);
1285     purityhisto->SetStats(0);
1286     purityhisto->GetYaxis()->SetRangeUser(min,max);
1287 buchmann 1.16
1288     gSysMPF_Purity->Fit("pol1");
1289 buchmann 1.17 TPolyLine *purity_fit_uncert = GetFitUncertaintyShape(gSysMPF_Purity, "pol1", min, max,0.0,1.0);
1290     TF1* pufit = (TF1*)gSysMPF_Purity->GetFunction("pol1");
1291    
1292     TF1* pufit_c = new TF1("pufit_c","[0]+[1]*x");
1293     pufit_c->SetParameters(pufit->GetParameters());
1294     pufit_c->SetLineColor(TColor::GetColor("#0101DF"));
1295     purity_fit_uncert->SetFillColor(TColor::GetColor("#5353FC"));
1296     pufit->SetLineColor(TColor::GetColor("#5353FC"));
1297    
1298     purityhisto->Draw();
1299     purity_fit_uncert->Draw("f");
1300     gSysMPF_Purity->Draw("P*");
1301     pufit_c->Draw("same");
1302     DrawPrelim();
1303    
1304     float ExtrapolatedResult=pufit->GetParameter(0)+1.0*pufit->GetParameter(1);
1305     float dExtrapolatedResult=sqrt(pufit->GetParError(0)*pufit->GetParError(0)+1.0*1.0*pufit->GetParError(1)*pufit->GetParError(1));
1306    
1307     stringstream summary;
1308     summary << "#splitline{Reference: " << std::setprecision(4) << Reference.MPF_Result_FaceValue.getValue() << "+/-" << std::setprecision(4) << Reference.MPF_Result_FaceValue.getError() << "}{";
1309     summary << "Extrapolation: " << std::setprecision(4) << ExtrapolatedResult << " +/- " << std::setprecision(4) << dExtrapolatedResult << "}";
1310    
1311     dout << "Have found an extrapolated result at 1.0 of " << ExtrapolatedResult << " ; will use the difference between this result and the face value as ";
1312     dout << "purity-related systematic uncertainty" << endl;
1313    
1314     TText *infobox = write_title(summary.str());
1315     infobox->SetX(0.75);
1316     infobox->SetTextSize(0.03);
1317     infobox->SetY(0.75);
1318     infobox->Draw();
1319    
1320 buchmann 1.16 CompleteSave(zbcanvas,"Systematics/Purity");
1321    
1322    
1323 buchmann 1.17
1324 buchmann 1.16 float SysMPF_Purity = abs(ExtrapolatedResult-Reference.MPF_Result_FaceValue.getValue());
1325    
1326     float sys_alpha = abs(SysMPF_Alpha_down)>abs(SysMPF_Alpha_up)?abs(SysMPF_Alpha_down):abs(SysMPF_Alpha_up);
1327     float sys_eff = abs(SysMPF_EFF_down)>abs(SysMPF_EFF_up)?abs(SysMPF_EFF_down):abs(SysMPF_EFF_up);
1328     float sys_purity = abs(SysMPF_Purity);
1329     float sys = sqrt(sys_alpha*sys_alpha+sys_eff*sys_eff+sys_purity*sys_purity);
1330    
1331     dout << "MPF METHOD:" << endl;
1332 buchmann 1.17 dout << " Systematics : down up (selected)" << endl;
1333 buchmann 1.16 dout << " Alpha variation : " << SysMPF_Alpha_down << " , " << SysMPF_Alpha_up << " ( " << sys_alpha << ") " << endl;
1334     dout << " eff/mistag variation : " << SysMPF_EFF_down << " , " << SysMPF_EFF_up << " ( " << sys_eff << ") " << endl;
1335     dout << " purity : " << SysMPF_Purity << " ( " << sys_purity << " )" << endl;
1336     dout << " total : " << sys << endl;
1337     dout << endl << endl;
1338 buchmann 1.17 dout << " FINAL RESULTS : " << endl;
1339     dout << " C_{abs}^{b} = " << Reference.MPF_Result_FaceValue << " (stat) +/- " << sys << " (sys) " << endl;
1340     dout << " C_{abs}^{inc} = " << inclusive.MPF_Result_FaceValue << " (stat) " << endl;
1341    
1342     float sysfinal = Reference.MPF_Result_FaceValue.getValue()/inclusive.MPF_Result_FaceValue.getValue();
1343     sysfinal *= sqrt(sys*sys/(Reference.MPF_Result_FaceValue.getValue()*Reference.MPF_Result_FaceValue.getValue()));
1344     //yes, this could be simplified but it would look like a bug.
1345    
1346     dout << " C_{corr} = " << Reference.MPF_Result_FaceValue/inclusive.MPF_Result_FaceValue << " (stat) +/- " << sysfinal << " (sys) " << endl;
1347 buchmann 1.16
1348 buchmann 1.15 LeadingB=TCut("Zb3010_bTagProbCSVBP[0]>0.898");
1349 buchmann 1.16
1350 buchmann 1.15 } else {
1351     ZbResultContainer Reference = new_data_mc_agreement_2d("Zb3010_alpha","reference",TCut("Zb3010_bTagProbCSVBP[0]>0.898"),TCut("ZbCHS3010_BTagWgt"));
1352     }
1353    
1354 buchmann 1.1
1355 buchmann 1.2 delete zbcanvas;
1356 buchmann 1.1 }
1357 buchmann 1.7
1358    
1359    
1360    
1361     //*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/* DELETE EVERYTHING BELOW THIS LINE /*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*/*//
1362    
1363    
1364     const char* concatenate(string bla1, string bla2) {
1365     stringstream bla;
1366     bla << bla1 << bla2;
1367     return bla.str().c_str();
1368     }
1369    
1370     void SpecialCutFlow(string identifier) {
1371     stringstream MegaCut;
1372    
1373    
1374    
1375     MegaCut << " 1*(" << (const char*) (ZplusBsel&&TCut(concatenate(identifier,"_pfJetGoodNumBtag>0"))) << ")";
1376     MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB) << ")";
1377     MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB) << ")";
1378     MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut) << ")";
1379 buchmann 1.9 MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>10&&pt<1000").c_str())) << ")";
1380     MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>10&&pt<1000&&"+identifier+"_alpha<0.3").c_str())) << ")";
1381     MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>10&&pt<1000&&"+identifier+"_alpha<0.2").c_str())) << ")";
1382     MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>10&&pt<1000&&"+identifier+"_alpha<0.15").c_str())) << ")";
1383     MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>10&&pt<1000&&"+identifier+"_alpha<0.1").c_str())) << ")";
1384     MegaCut << " + 1*(" << (const char*) (ZplusBsel&&LeadingB&&EtaB&&PhiZcut&&TCut(((string)"pt>10&&pt<1000&&"+identifier+"_alpha<0.05").c_str())) << ")";
1385 buchmann 1.7 MegaCut << " ";
1386    
1387     TCanvas *can = new TCanvas("can","can");
1388     can->SetLogy(1);
1389 buchmann 1.9 TCut basecut(ZplusBsel);
1390 buchmann 1.7
1391    
1392    
1393     TLegend *leg = allsamples.allbglegend();
1394    
1395    
1396     TH1F *data = allsamples.Draw("data", MegaCut.str(),11,-0.5,10.5, "", "events", basecut,data,luminosity);
1397     THStack mcm = allsamples.DrawStack("mc", MegaCut.str(),11,-0.5,10.5, "", "events", basecut,mc,luminosity);
1398    
1399     float runningsum=0;
1400     for(int i=data->GetNbinsX();i>0;i--) {
1401     runningsum+=data->GetBinContent(i);
1402     data->SetBinContent(i,runningsum);
1403     }
1404    
1405     float minimum=data->GetMaximum();
1406    
1407     TH1F* h;
1408     TIter nextOF(mcm.GetHists());
1409    
1410     float mcsum=0;
1411     float zb=0;
1412     while ( h = (TH1F*)nextOF() ) {
1413     float runningsum=0;
1414     minimum=data->GetMaximum();//done deliberately at each step so get the minimum of the last (!) contribution
1415     for(int i=h->GetNbinsX();i>0;i--) {
1416     runningsum+=h->GetBinContent(i);
1417     h->SetBinContent(i,runningsum);
1418     if(runningsum<minimum&&runningsum>0) minimum=runningsum;
1419     }
1420     if(Contains(h->GetName(),"Z_b_")) {
1421     zb=h->GetBinContent(h->GetNbinsX());
1422     }
1423     mcsum+=h->GetBinContent(h->GetNbinsX());
1424     }
1425    
1426    
1427    
1428     data->SetMinimum(0.05*minimum);
1429     can->cd(1)->SetBottomMargin(0.25);
1430     data->GetXaxis()->SetBinLabel(1,"Pre-selection");
1431     data->GetXaxis()->SetBinLabel(2,"Contains b jet");
1432     data->GetXaxis()->SetBinLabel(3,"Leading jet is b-jet");
1433     data->GetXaxis()->SetBinLabel(4,"|#eta_{b}|<1.3 ");
1434     data->GetXaxis()->SetBinLabel(5,"|#delta#phi(b,Z)|>2.7");
1435     data->GetXaxis()->SetBinLabel(6,"10<p_{T}^{Z}<1000 GeV");
1436     data->GetXaxis()->SetBinLabel(7,"#alpha < 0.3");
1437     data->GetXaxis()->SetBinLabel(8,"#alpha < 0.2");
1438     data->GetXaxis()->SetBinLabel(9,"#alpha < 0.15");
1439     data->GetXaxis()->SetBinLabel(10,"#alpha < 0.1");
1440     data->GetXaxis()->SetBinLabel(11,"#alpha < 0.05");
1441     data->GetXaxis()->LabelsOption("v");
1442    
1443     stringstream purityinfo;
1444     purityinfo << "Purity: " << std::setprecision(3) << 100*zb/mcsum << " %";
1445     stringstream neventsinfo;
1446     neventsinfo << "Nevents: " << data->GetBinContent(data->GetNbinsX());
1447     TH1F *crap = new TH1F("crap","",1,0,1);
1448     crap->SetLineColor(kWhite);
1449     leg->AddEntry(crap,purityinfo.str().c_str(),"l");
1450     leg->AddEntry(crap,neventsinfo.str().c_str(),"l");
1451    
1452     data->Draw("e1");
1453     mcm.Draw("same");
1454     data->Draw("same,e1,axis");
1455     data->Draw("same,e1");
1456     // data->Draw("same,TEXT");
1457    
1458     leg->Draw();
1459    
1460     DrawPrelim();
1461    
1462     CompleteSave(can,"CutFlow___"+identifier);
1463    
1464     delete crap;
1465     delete data;
1466    
1467    
1468     }