ViewVC Help

View File | Revision Log | Show Annotations | Root Listing

root/cvsroot/UserCode/cbrown/AnalysisFramework/Plotting/Modules/Systematics.C

Comparing UserCode/cbrown/AnalysisFramework/Plotting/Modules/Systematics.C (file contents):
Revision 1.2 by buchmann, Tue Jul 19 07:04:41 2011 UTC vs.
Revision 1.54 by pablom, Wed Nov 23 16:39:56 2011 UTC

#	Line 1 | Line 1
1		#include <iostream>
2		#include <vector>
3		#include <sys/stat.h>
4	+	#include <algorithm>
5	+	#include <cmath>
6
7		#include <TMath.h>
8		#include <TColor.h>
#	Line 36 | Line 38 | int iplot=0;
38		int verbose=0;
39		string geqleq;
40		string mcjzbexpression;
41	+	bool automatized=false;//if we're running this fully automatized we don't want each function to flood the screen
42
43		TString geq_or_leq() {
44		if(geqleq=="geq") return TString(">=");
#	Line 43 | Line 46 | TString geq_or_leq() {
46		return TString("GEQ_OR_LEQ_ERROR");
47		}
48
49	+	TString ngeq_or_leq() {
50	+	if(geqleq=="geq") return TString("<=");
51	+	if(geqleq=="leq") return TString(">=");
52	+	return TString("NGEQ_OR_LEQ_ERROR");
53	+	}
54	+
55		//______________________________________________________________________________
56		Double_t Interpolate(Double_t x, TH1 *histo)
57		{
#	Line 74 | Line 83 | Double_t Interpolate(Double_t x, TH1 *hi
83		}
84		}
85
86	+	//____________________________________________________________________________________
87	+	// Plotting with all contributions, i.e. sidebands, peak, osof,ossf ... (for a systematic)
88	+	float allcontributionsplot(TTree* events, TCut kBaseCut, TCut kMassCut, TCut kSidebandCut, TCut JZBPosCut, TCut JZBNegCut, int flipped) {
89	+	iplot++;
90	+	int count=iplot;
91	+	string locmcjzbexpression=mcjzbexpression;
92	+	// Define new histogram
93	+	string hname=GetNumericHistoName();
94	+	TH1F* hossfp = new TH1F(hname.c_str(),hname.c_str(),1,-14000,14000);
95	+	events->Draw("("+TString(locmcjzbexpression)+")>>"+TString(hname),kBaseCut&&kMassCut&&JZBPosCut&&cutOSSF,"goff");
96	+	hname=GetNumericHistoName();
97	+	TH1F* hossfn = new TH1F(hname.c_str(),hname.c_str(),1,-14000,14000);
98	+	events->Draw("("+TString(locmcjzbexpression)+")>>"+TString(hname),kBaseCut&&kMassCut&&JZBNegCut&&cutOSSF,"goff");
99	+
100	+	hname=GetNumericHistoName();
101	+	TH1F* hosofp = new TH1F(hname.c_str(),hname.c_str(),1,-14000,14000);
102	+	events->Draw("("+TString(locmcjzbexpression)+")>>"+TString(hname),kBaseCut&&kMassCut&&JZBPosCut&&cutOSOF,"goff");
103	+	hname=GetNumericHistoName();
104	+	TH1F* hosofn = new TH1F(hname.c_str(),hname.c_str(),1,-14000,14000);
105	+	events->Draw("("+TString(locmcjzbexpression)+")>>"+TString(hname),kBaseCut&&kMassCut&&JZBNegCut&&cutOSOF,"goff");
106	+
107	+	float obs=0;
108	+	float pred=0;
109	+	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
110	+	if(PlottingSetup::RestrictToMassPeak) {
111	+	hname=GetNumericHistoName();
112	+	TH1F* sbhossfp = new TH1F(hname.c_str(),hname.c_str(),1,-14000,14000);
113	+	events->Draw("("+TString(locmcjzbexpression)+")>>"+TString(hname),kBaseCut&&kSidebandCut&&JZBPosCut&&cutOSSF,"goff");
114	+	hname=GetNumericHistoName();
115	+	TH1F* sbhossfn = new TH1F(hname.c_str(),hname.c_str(),1,-14000,14000);
116	+	events->Draw("("+TString(locmcjzbexpression)+")>>"+TString(hname),kBaseCut&&kSidebandCut&&JZBNegCut&&cutOSSF,"goff");
117	+
118	+	hname=GetNumericHistoName();
119	+	TH1F* sbhosofp = new TH1F(hname.c_str(),hname.c_str(),1,-14000,14000);
120	+	events->Draw("("+TString(locmcjzbexpression)+")>>"+TString(hname),kBaseCut&&kSidebandCut&&JZBPosCut&&cutOSOF,"goff");
121	+	hname=GetNumericHistoName();
122	+	TH1F* sbhosofn = new TH1F(hname.c_str(),hname.c_str(),1,-14000,14000);
123	+	events->Draw("("+TString(locmcjzbexpression)+")>>"+TString(hname),kBaseCut&&kSidebandCut&&JZBNegCut&&cutOSOF,"goff");
124	+
125	+	obs = hossfp->Integral();
126	+	pred= hossfn->Integral() + (1.0/3)*( hosofp->Integral() - hosofn->Integral() + sbhossfp->Integral() - sbhossfn->Integral() + sbhosofp->Integral() - sbhosofn->Integral());
127	+
128	+	if(flipped>0) {
129	+	obs = hossfn->Integral();
130	+	pred= hossfp->Integral() - (1.0/3)*( hosofp->Integral() - hosofn->Integral() + sbhossfp->Integral() - sbhossfn->Integral() + sbhosofp->Integral() - sbhosofn->Integral());
131	+	}
132	+	delete sbhossfp,sbhossfn,sbhosofp,sbhosofn;
133	+	} else {
134	+	obs = hossfp->Integral();
135	+	pred= hossfn->Integral() + (hosofp->Integral() - hosofn->Integral());
136	+	if(flipped>0) {
137	+	obs = hossfn->Integral();
138	+	pred= hossfp->Integral() - (hosofp->Integral() - hosofn->Integral());;
139	+	}
140	+	}
141	+
142	+	delete hossfp,hossfn,hosofp,hosofn;
143	+	return obs-pred;
144	+	}
145	+
146
147		//____________________________________________________________________________________
148		// Efficiency plot
149	<	TH1F* plotEff(TTree* events, TCut kbase, TString informalname) {
149	>	TH1F* plotEff(TTree* events, TCut kbase, TString informalname, int flipped) {
150		iplot++;
151		int count=iplot;
152	+	iplot++;
153	+	int count2=iplot;
154		// Define new histogram
155		char hname[30]; sprintf(hname,"hJzbEff%d",count);
156	<	TH1F* hJzbEff = new TH1F(hname,"JZB selection efficiency ; JZB (GeV/c); Efficiency",
157	<	nBins,jzbMin,jzbMax);
156	>	char hname2[30]; sprintf(hname2,"hJzbEff%d",count2);
157	>	TH1F* hJzbEff = new TH1F(hname,"JZB selection efficiency ; JZB [GeV]; Efficiency",nBins,jzbMin,jzbMax);
158	>	TH1F* hJzbEff2= new TH1F(hname2,"JZB selection efficiency ; JZB [GeV]; Efficiency",1,-14000,14000);
159		Float_t step = (jzbMax-jzbMin)/static_cast<Float_t>(nBins);
160	+
161	+	if(flipped==0) events->Draw((mcjzbexpression+">>"+(string)hname2).c_str(),("genJZB>-400"&&kbase),"goff");
162	+	else events->Draw(("(-"+mcjzbexpression+")>>"+(string)hname2).c_str(),("genJZB>-400"&&kbase),"goff");
163	+	Float_t maxEff = hJzbEff2->Integral();
164	+	if(verbose>0) dout << hname << " (" << informalname <<") " << maxEff <<  std::endl;
165
166	<	events->Draw(mcjzbexpression.c_str(),"genJZBSel>-400"&&kbase,"goff");
90	<	Float_t maxEff = events->GetSelectedRows();
91	<	if(verbose>0) std::cout << hname << " (" << informalname <<") " << maxEff <<  std::endl;
92	<
93	<	if(verbose>0) std::cout <<  "JZB max = " << jzbMax << std::endl;
166	>	if(verbose>0) dout <<  "JZB max = " << jzbMax << std::endl;
167		// Loop over steps to get efficiency curve
168		char cut[256];
169		for ( Int_t iBin = 0; iBin<nBins; ++iBin ) {
170	<	sprintf(cut,"genJZBSel>%3f",jzbMin+iBin*step);
171	<	events->Draw(mcjzbexpression.c_str(),TCut(cut)&&kbase,"goff");
172	<	Float_t eff = static_cast<Float_t>(events->GetSelectedRows())/maxEff;
173	<	//     std::cout << "COUCOU " << __LINE__ << std::endl;
170	>	sprintf(cut,"genJZB>%3f",jzbMin+iBin*step);
171	>	if(flipped==0) events->Draw((mcjzbexpression+">>"+(string)hname2).c_str(),(TCut(cut)&&kbase),"goff");
172	>	if(flipped>0) events->Draw(("(-"+mcjzbexpression+")>>"+(string)hname2).c_str(),(TCut(cut)&&kbase),"goff");
173	>	Float_t eff = static_cast<Float_t>(hJzbEff2->Integral())/maxEff;
174		hJzbEff->SetBinContent(iBin+1,eff);
175		hJzbEff->SetBinError(iBin+1,TMath::Sqrt(eff*(1-eff)/maxEff));
176		}
177	+	delete hJzbEff2;
178		return hJzbEff;
105	–
106	–
179		}
180
181
182	+
183	+	//________________________________________________________________________________________
184	+	// Master Formula
185	+	void master_formula(std::vector<float> eff, float &errHi, float &errLo) {
186	+
187	+	float x0 = eff[0];
188	+	float deltaPos = 0, deltaNeg = 0;
189	+	for(int k = 0; k < (eff.size()-1)/2; k++) {
190	+	float xneg = eff[2*k+2];
191	+	float xpos = eff[2*k+1];
192	+	if(xpos-x0>0 || xneg-x0>0) {
193	+	if(xpos-x0 > xneg-x0) {
194	+	deltaPos += (xpos-x0)*(xpos-x0);
195	+	} else {
196	+	deltaPos += (xneg-x0)*(xneg-x0);
197	+	}
198	+	}
199	+	if(x0-xpos>0 || x0-xneg>0) {
200	+	if(x0-xpos > x0-xneg) {
201	+	deltaNeg += (xpos-x0)*(xpos-x0);
202	+	} else {
203	+	deltaNeg += (xneg-x0)*(xneg-x0);
204	+	}
205	+	}
206	+	}
207	+	errHi = sqrt(deltaPos);
208	+	errLo = sqrt(deltaNeg);
209	+
210	+	}
211	+
212	+
213	+	//________________________________________________________________________________________
214	+	// Get normalization factor for the PDFs
215	+	float get_norm_pdf_factor(TTree *events, int k, string addcut) {
216	+
217	+	TH1F *haux = new TH1F("haux", "", 10000, 0, 5);
218	+	char nameVar[20];
219	+	sprintf(nameVar, "pdfW[%d]", k);
220	+	events->Project("haux", nameVar, addcut.c_str());
221	+	float thisW = haux->Integral();
222	+	events->Project("haux", "pdfW[0]");
223	+	float normW = haux->Integral();
224	+
225	+	float factor=thisW/normW;
226	+
227	+	delete haux;
228	+
229	+	return factor;
230	+
231	+	}
232	+
233	+
234	+
235		//________________________________________________________________________________________
236		// Pile-up efficiency
237	<	float pileup(TTree *events, string informalname, Float_t myJzbMax = 140. ) {
237	>	float pileup(TTree *events, bool requireZ, string informalname, int flipped, string addcut="",Float_t myJzbMax = 140. ) {
238		nBins = 16;
239		jzbMax = myJzbMax;
240
241		// Acceptance cuts
242	<	TCut kbase("abs(genMllSel-91.2)<20&&pfJetGoodNum>2&&genZPtSel>0&&abs(mll-91.2)<20&&((id1+1)*(id2+1)*ch1*ch2)!=-2");
242	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
243	>	TCut kbase(PlottingSetup::genMassCut&&"genNjets>2&&genZPt>0"&&cutmass&&cutOSSF);
244	>	if(addcut!="") kbase=kbase&&addcut.c_str();//this is mostly for SUSY scans (adding requirements on masses)
245
246	<	TH1F* hLM4 = plotEff(events,kbase,informalname);
246	>	if(requireZ&&PlottingSetup::RestrictToMassPeak) kbase=kbase&&"TMath::Abs(genMID)==23";
247	>	TH1F* hLM4 = plotEff(events,kbase,informalname,flipped);
248		hLM4->SetMinimum(0.);
249
250		// Nominal function
#	Line 127 | Line 255 | float pileup(TTree *events, string infor
255
256		// Pimped-up function
257		TF1* funcUp = (TF1*)func->Clone();
258	<	funcUp->SetParameter( 0., func->GetParameter(0)/1.1); // 10% systematic error (up in sigma => 0.1 in erfc)
259	<	std::cout << "  PU: " << funcUp->Eval(jzbSel) << " " <<  func->Eval(jzbSel)
258	>	funcUp->SetParameter( 0, func->GetParameter(0)/1.1); // 10% systematic error (up in sigma => 0.1 in erfc)
259	>	if(!automatized) dout << "  PU: " << funcUp->Eval(jzbSel) << " " <<  func->Eval(jzbSel)
260		<< "(" << (funcUp->Eval(jzbSel)-func->Eval(jzbSel))/func->Eval(jzbSel)*100. << "%)" << std::endl;
261
262	<	return (funcUp->Eval(jzbSel)-func->Eval(jzbSel))/func->Eval(jzbSel)*100.;
262	>	return (funcUp->Eval(jzbSel)-func->Eval(jzbSel))/func->Eval(jzbSel);
263
264		}
265
266		//____________________________________________________________________________________
267	+	// Effect of peak shifting
268	+	void PeakError(TTree *events,float &result, string mcjzb, float peakerr,int flipped,string addcut="") {
269	+	//Note: the cut used here is something like (JZBEXPRESSION+(peakerr)>50) without all the other cuts, to increase statistics (particularly for scans)
270	+	TString peakup("("+TString(mcjzb)+"+"+TString(any2string(TMath::Abs(peakerr)))+")"+geq_or_leq()+TString(any2string(jzbSel)));
271	+	TString peakdown("("+TString(mcjzb)+"-"+TString(any2string(TMath::Abs(peakerr)))+")"+geq_or_leq()+TString(any2string(jzbSel)));
272	+	TString peakcentral("("+TString(mcjzb)+")"+geq_or_leq()+TString(any2string(jzbSel)));
273	+	TString npeakup("("+TString(mcjzb)+"+"+TString(any2string(TMath::Abs(peakerr)))+")"+ngeq_or_leq()+"-"+TString(any2string(jzbSel)));
274	+	TString npeakdown("("+TString(mcjzb)+"-"+TString(any2string(TMath::Abs(peakerr)))+")"+ngeq_or_leq()+"-"+TString(any2string(jzbSel)));
275	+	TString npeakcentral("("+TString(mcjzb)+")"+ngeq_or_leq()+"-"+TString(any2string(jzbSel)));
276	+	nBins = 1;
277	+	string informalname="PeakErrorCalculation";
278	+	float resup,resdown,rescent;
279	+	for(int i=0;i<3;i++) {
280	+	string poscut,negcut;
281	+	if(i==0) {
282	+	poscut=peakcentral;
283	+	negcut=npeakcentral;
284	+	} else if(i==1) {
285	+	poscut=peakdown;
286	+	negcut=npeakdown;
287	+	} else if(i==2) {
288	+	poscut=peakup;
289	+	negcut=npeakup;
290	+	}
291	+	float res;
292	+	if(addcut=="") res=allcontributionsplot(events,cutnJets,cutmass,sidebandcut,poscut.c_str(),negcut.c_str(),flipped);
293	+	else res=allcontributionsplot(events,cutnJets&&addcut.c_str(),cutmass,sidebandcut,poscut.c_str(),negcut.c_str(),flipped);
294	+	if(i==0) rescent=res;
295	+	else if(i==1) resdown=res;
296	+	else if(i==2) resup=res;
297	+	}
298	+	if(TMath::Abs(rescent-resup)>TMath::Abs(rescent-resdown)) result=(TMath::Abs(rescent-resup)/(float)rescent);
299	+	else result=(TMath::Abs(rescent-resdown)/(float)rescent);
300	+	cout << "    " << result << endl;
301	+	}
302	+
303	+
304	+	void  MCPartialefficiency(TTree *events,float &result, float &resulterr,int flipped, string mcjzb,bool requireZ,int Neventsinfile, string addcut="", int k = 0, int type = 0) {
305	+	if(!events) {
306	+	write_error(__FUNCTION__,"Tree passed for efficiency calculation is invalid!");
307	+	result=0;resulterr=0;
308	+	return;
309	+	}
310	+
311	+	char jzbSelStr[256]; sprintf(jzbSelStr,"%f",jzbSel);
312	+	char metSel[256]; sprintf(metSel, "met[4] > %f", jzbSel);
313	+	string metSelection(metSel);
314	+	// All acceptance cuts at gen. level
315	+	//TCut kbase("abs(genMll-91.2)<20&&genNjets>2&&genZPt>0&&genJZB"+geq_or_leq()+TString(jzbSelStr)+"&&genId1==-genId2");
316	+	TCut kbase("");
317	+	if(requireZ&&PlottingSetup::RestrictToMassPeak) kbase=kbase&&"TMath::Abs(genMID)==23";
318	+	if(addcut!="") kbase=kbase&&addcut.c_str();//this is mostly for SUSY scans (adding requirements on masses)
319	+	// Corresponding reco. cuts
320	+
321	+	TCut acceptance("genPt2 != 0");
322	+	TCut massId(cutmass&&cutOSSF);
323	+	TCut njets(cutnJets);
324	+	TCut jzbp;
325	+	TCut jzbn;
326	+	TCut met(("pfJetGoodNum > 1 && abs(mll-91.2) < 10.0 && id1 == id2 &&" + metSelection).c_str());
327	+	if(flipped==0) {
328	+	jzbp=TCut((TString(mcjzb)+geq_or_leq()+TString(jzbSelStr)));
329	+	jzbn=TCut((TString(mcjzb)+ngeq_or_leq()+TString("-")+TString(jzbSelStr)));
330	+	} else {
331	+	jzbp=TCut(TString(mcjzb)+ngeq_or_leq()+TString("-")+TString(jzbSelStr));
332	+	jzbn=TCut(TString(mcjzb)+geq_or_leq()+TString(jzbSelStr));
333	+	}
334	+	float ntotal = events->Draw("pt1", addcut.c_str(), "goff");
335	+	TCut theCut;
336	+	switch(type) {
337	+	case 1:
338	+	theCut = kbase+acceptance;
339	+	break;
340	+	case 2:
341	+	theCut = kbase+massId;
342	+	break;
343	+	case 3:
344	+	theCut = kbase+massId+njets;
345	+	break;
346	+	case 4:
347	+	theCut = kbase+massId+njets+jzbn;
348	+	break;
349	+	case 5:
350	+	theCut = kbase + met;
351	+	break;
352	+	default:
353	+	theCut = kbase+massId+njets+jzbn;
354	+	break;
355	+	}
356	+
357	+	string stheCut(theCut);
358	+	char var[20];
359	+	sprintf(var, "pdfW[%d]", k);
360	+
361	+	string svar(var);
362	+	string newtheCut;
363	+	if(k>0) newtheCut = "(" + stheCut + ")*" + svar;
364	+	else newtheCut = "(" + stheCut + ")"; // for k==0 or even k==-1 we don't need to evaluate PDFs
365	+
366	+	TH1F *effh= new TH1F("effh","effh",1,-14000,14000);
367	+	if(k>=0) events->Draw((mcjzbexpression+">>effh").c_str(), newtheCut.c_str(),"goff");
368	+	else events->Draw((mcjzbexpression+">>effh").c_str(), theCut,"goff");
369	+	Float_t sel = effh->Integral();
370	+	Float_t nsel=0;
371	+	//Corrections due to normalization in the PDF. This has to be applied as well to the number of events in a file if the definition changes at some point.
372	+	float normFactor = 1;
373	+	if(k>=0) get_norm_pdf_factor(events, k, addcut);
374	+	sel = sel/normFactor;
375	+
376	+	result=(sel)/ntotal;
377	+	resulterr=TMath::Sqrt(sel/ntotal*(1+sel/ntotal)/ntotal);
378	+
379	+	delete effh;
380	+	}
381	+
382	+	//____________________________________________________________________________________
383		// Total selection efficiency (MC)
384	<	void MCefficiency(TTree *events,float &res, float &reserr,string mcjzb) {
384	>	//returns the efficiency WITHOUT signal contamination, and the result and resulterr contain the result and the corresponding error
385	>	Value MCefficiency(TTree *events,float &result, float &resulterr, int flipped, string mcjzb,bool requireZ,int Neventsinfile, string addcut="", int k = 0) {
386	>	if(!events) {
387	>	write_error(__FUNCTION__,"Tree passed for efficiency calculation is invalid!");
388	>	result=0;
389	>	resulterr=0;
390	>	return Value(0,0);
391	>	}
392
393		char jzbSelStr[256]; sprintf(jzbSelStr,"%f",jzbSel);
394		// All acceptance cuts at gen. level
395	<	TCut kbase("abs(genMllSel-91.2)<20&&pfJetGoodNum>2&&genZPt>0&&genJZB"+geq_or_leq()+TString(jzbSelStr)+"&&genId1==-genId2");
396	<	// Corresponding reco. cuts
146	<	TCut ksel("abs(mll-91.2)<20&&id1==id2&&"+TString(mcjzb)+geq_or_leq()+TString(jzbSelStr));
395	>	//TCut kbase("abs(genMll-91.2)<20&&genNjets>2&&genZPt>0&&genJZB"+geq_or_leq()+TString(jzbSelStr)+"&&genId1==-genId2");
396	>	TCut kbase("");
397
398	<	events->Draw(mcjzbexpression.c_str(),kbase&&ksel,"goff");
399	<	Float_t sel = events->GetSelectedRows();
400	<	events->Draw(mcjzbexpression.c_str(),kbase,"goff");
401	<	Float_t tot = events->GetSelectedRows();
398	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
399	>	if(requireZ&&PlottingSetup::RestrictToMassPeak) kbase=kbase&&"TMath::Abs(genMID)==23";
400	>	if(addcut!="") kbase=kbase&&addcut.c_str();//this is mostly for SUSY scans (adding requirements on masses)
401	>	// Corresponding reco. cuts
402
403	<	res=sel/tot;
404	<	reserr=TMath::Sqrt(sel/tot*(1-sel/tot)/tot);
405	<	std::cout << "  MC efficiency: " << res << "+-" << reserr << std::endl;
403	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
404	>	TCut ksel;//("pfJetGoodNum>2"&&cutmass&&"id1==id2&&"+TString(mcjzb)+geq_or_leq()+TString(jzbSelStr));
405	>	TCut ksel2;//("pfJetGoodNum>2"&&cutmass&&"id1==id2&&"+TString(mcjzb)+ngeq_or_leq()+TString("-")+TString(jzbSelStr));
406	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
407	>	if(PlottingSetup::RestrictToMassPeak||!ConsiderSignalContaminationForLimits) {
408	>	ksel=TCut("pfJetGoodNum>2"&&cutmass&&"id1==id2&&"+TString(mcjzb)+geq_or_leq()+TString(jzbSelStr));
409	>	ksel2=TCut("pfJetGoodNum>2"&&cutmass&&"id1==id2&&"+TString(mcjzb)+ngeq_or_leq()+TString("-")+TString(jzbSelStr));
410	>	if(flipped>0) {
411	>	ksel=TCut("pfJetGoodNum>2"&&cutmass&&"id1==id2&&"+TString(mcjzb)+ngeq_or_leq()+TString("-")+TString(jzbSelStr));
412	>	ksel2=TCut("pfJetGoodNum>2"&&cutmass&&"id1==id2&&"+TString(mcjzb)+geq_or_leq()+TString(jzbSelStr));
413	>	}
414	>	} else {
415	>	//for off peak analysis we don't use the OSSF condition here yet so we can recycle these two cuts for the em condition!
416	>	ksel=TCut("pfJetGoodNum>2"&&cutmass&&(TString(mcjzb)+geq_or_leq()+TString(jzbSelStr)));
417	>	ksel2=TCut("pfJetGoodNum>2"&&cutmass&&(TString(mcjzb)+ngeq_or_leq()+TString("-")+TString(jzbSelStr)));
418	>	if(flipped>0) {
419	>	ksel=TCut("pfJetGoodNum>2"&&cutmass&&(TString(mcjzb)+ngeq_or_leq()+TString("-")+TString(jzbSelStr)));
420	>	ksel2=TCut("pfJetGoodNum>2"&&cutmass&&(TString(mcjzb)+geq_or_leq()+TString(jzbSelStr)));
421	>	}
422	>	}
423	>
424	>	TCut posSide = kbase&&ksel;
425	>	TCut negSide = kbase&&ksel2;
426	>	string sposSide(posSide);
427	>	string snegSide(negSide);
428	>	char var[20];
429	>	sprintf(var, "pdfW[%d]", k);
430	>	if(k==-1) sprintf(var,"1.0");//case in which we don't want to evaluate PDFs
431	>	string svar(var);
432	>	string newPosSide = "((id1==id2)&&(" + sposSide + "))*" + svar;
433	>	string newNegSide = "((id1==id2)&&(" + snegSide + "))*" + svar;
434	>	string emnewPosSide = "((id1!=id2)&&(" + sposSide + "))*" + svar; // only used for off peak analysis
435	>	string emnewNegSide = "((id1!=id2)&&(" + snegSide + "))*" + svar; // only used for off peak analysis
436	>
437	>	TH1F *effh= new TH1F("effh","effh",1,-14000,14000);
438	>	if(k>=0)events->Draw((mcjzbexpression+">>effh").c_str(), TCut(newPosSide.c_str())*PlottingSetup::Weight,"goff");
439	>	else events->Draw((mcjzbexpression+">>effh").c_str(), TCut((sposSide+"&&(id1==id2)").c_str())*PlottingSetup::Weight,"goff");//the OSSF condition is added for the offpeak analysis, in onpeak case it's there already but doesn't change anything.
440	>
441	>	Float_t sel = effh->Integral();
442	>	Float_t nsel=0;
443	>
444	>	///----------------------------------------------- THIS PART REQUIRES STUDYING! -------------------------
445	>
446	>	if(ConsiderSignalContaminationForLimits) {
447	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
448	>	if(PlottingSetup::RestrictToMassPeak) {
449	>	events->Draw((mcjzbexpression+">>effh").c_str(), (TCut(newNegSide.c_str()))*PlottingSetup::Weight,"goff");
450	>	nsel += effh->Integral();
451	>	} else {
452	>	events->Draw((mcjzbexpression+">>effh").c_str(), (TCut(newNegSide.c_str()))*PlottingSetup::Weight,"goff");
453	>	nsel += effh->Integral();
454	>	events->Draw((mcjzbexpression+">>effh").c_str(), (TCut(emnewPosSide.c_str()))*PlottingSetup::Weight,"goff");
455	>	nsel += effh->Integral();
456	>	events->Draw((mcjzbexpression+">>effh").c_str(), (TCut(emnewNegSide.c_str()))*PlottingSetup::Weight,"goff");
457	>	nsel -= effh->Integral();
458	>	}
459	>	}
460	>
461	>	//Corrections due to normalization in the PDF. This has to be applied as well to the number of events in a file if the definition changes at some point.
462	>	float normFactor = 1;
463	>	if(k>=0) get_norm_pdf_factor(events, k, addcut);
464	>	sel = sel/normFactor;
465	>	nsel = nsel/normFactor;
466	>
467	>	Float_t tot = Neventsinfile;
468	>
469	>	Value result_wo_signalcont;
470	>
471	>	if(ConsiderSignalContaminationForLimits) {
472	>	result=(sel-nsel)/tot;
473	>	resulterr=(1.0/tot)*TMath::Sqrt(sel+nsel+(sel-nsel)*(sel-nsel)/tot);
474	>	result_wo_signalcont=Value(sel/tot,TMath::Sqrt(sel/tot*(1+sel/tot)/tot));
475	>	} else {//no signal contamination considered:
476	>	result=(sel)/tot;
477	>	resulterr=TMath::Sqrt(sel/tot*(1+sel/tot)/tot);
478	>	result_wo_signalcont=Value(result,resulterr);
479	>	}
480	>	if(!automatized && k>0 ) dout << "PDF assessment [" << k << "] : ";
481	>	if(!automatized) dout << "  MC efficiency: " << result << "+-" << resulterr << "  ( JZB>" << jzbSel << " : " << sel << " , signal contamination : " << nsel << " and nevents=" << tot << ") with normFact=" << normFactor << std::endl;
482	>	delete effh;
483	>	return result_wo_signalcont;
484		}
485
486	<	float JZBefficiency(TTree *events, string informalname) {
487	<	TCut kbase("abs(genMllSel-91.2)<20&&pfJetGoodNum>2&&genZPt>0&&abs(mll-91.2)<20&&((id1+1)*(id2+1)*ch1*ch2)!=-2");
488	<	TH1F* hLM4 = plotEff(events,kbase,informalname);
486	>
487	>
488	>	//____________________________________________________________________________________
489	>	// Selection efficiency for one process (MC)
490	>	// not in use anymore.
491	>	/*
492	>	vector<float> processMCefficiency(TTree *events,int flipped, string mcjzb,bool requireZ,int Neventsinfile, string addcut) {
493	>	vector<float> process_efficiencies;
494	>	for(int iprocess=0;iprocess<=10;iprocess++) {
495	>	float this_process_efficiency,efferr;
496	>	stringstream addcutplus;
497	>	addcutplus<<addcut<<"&&(process=="<<iprocess<<")";
498	>	MCefficiency(events,this_process_efficiency, efferr,flipped,mcjzb,requireZ,Neventsinfile, addcutplus.str(),-1);
499	>	process_efficiencies.push_back(this_process_efficiency);
500	>	}
501	>	return process_efficiencies;
502	>	}
503	>	*/
504	>
505	>	void JZBefficiency(TTree *events, string informalname, float &jzbeff, float &jzbefferr, int flipped, bool requireZ, string addcut="") {
506	>	TCut kbase(genMassCut&&"genNjets>2&&genZPt>0"&&cutmass&&cutOSSF);
507	>	if(addcut!="") kbase=kbase&&addcut.c_str();//this is mostly for SUSY scans (adding requirements on masses)
508	>	if(requireZ&&PlottingSetup::RestrictToMassPeak) kbase=kbase&&"TMath::Abs(genMID)==23";
509	>	TH1F* hLM4 = plotEff(events,kbase,informalname,flipped);
510		Int_t bin = hLM4->FindBin(jzbSel); // To get the error
511	<	std::cout << "  Efficiency at JZB==" << jzbSel  << std::endl;
512	<	std::cout << "    " << Interpolate(jzbSel,hLM4) << "+-" << hLM4->GetBinError(bin)  << std::endl;
513	<	return -1;
511	>	jzbeff=Interpolate(jzbSel,hLM4);
512	>	jzbefferr=hLM4->GetBinError(bin);
513	>	if(!automatized) dout << "  Efficiency at JZB==" << jzbSel  << std::endl;
514	>	if(!automatized) dout << "    " << jzbeff << "+-" << jzbefferr  << std::endl;
515		}
516
517		//________________________________________________________________________
518		// Effect of energy scale on efficiency
519	<	void JZBjetScale(TTree *events, float &jesdown, float &jesup, string informalname="",float syst=0.1, Float_t jzbSelection=-1, TString plotName = "" ) {
520	<	TCut kbase("abs(genMllSel-91.2)<20&&genZPt>0");
521	<	TCut ksel("abs(mll-91.2)<20&&((id1+1)*(id2+1)*ch1*ch2)!=-2");
519	>	void JZBjetScale(TTree *events, float &jesdown, float &jesup, string informalname, int flipped, bool requireZ,string addcut="",Float_t jzbSelection=-1, TString plotName = "" ) {
520	>	TCut kbase(genMassCut&&"genZPt>0");
521	>	if(addcut!="") kbase=kbase&&addcut.c_str();//this is mostly for SUSY scans (adding requirements on masses)
522	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
523	>	if(requireZ&&PlottingSetup::RestrictToMassPeak) kbase=kbase&&"TMath::Abs(genMID)==23";
524	>
525	>	TCut ksel(cutmass&&cutOSSF);
526		TCut nJets("pfJetGoodNum>2");
527		stringstream down,up;
528	<	down << "pfJetGoodNum"<<30*(1-syst)<<">=3";
529	<	up << "pfJetGoodNum"<<30*(1+syst)<<">=3";
528	>	down << "pfJetGoodNumn1sigma>=3";
529	>	up << "pfJetGoodNump1sigma>=3";
530
531		TCut nJetsP(up.str().c_str());
532		TCut nJetsM(down.str().c_str());
533
180	–	if ( jzbSelection>0 ) jzbSel = jzbSelection;
181	–
534		if ( !(plotName.Length()>1) ) plotName = informalname;
535
536		nBins = 1; jzbMin = jzbSel*0.95; jzbMax = jzbSel*1.05;
537	<	TH1F* hist = plotEff(events,(kbase&&ksel&&nJets),informalname);
538	<
539	<	TH1F* histp = plotEff(events,(kbase&&ksel&&nJetsP),informalname);
188	<
189	<	TH1F* histm = plotEff(events,(kbase&&ksel&&nJetsM),informalname);
537	>	TH1F* hist  = plotEff(events,(kbase&&ksel&&nJets),informalname,flipped);
538	>	TH1F* histp = plotEff(events,(kbase&&ksel&&nJetsP),informalname,flipped);
539	>	TH1F* histm = plotEff(events,(kbase&&ksel&&nJetsM),informalname,flipped);
540
541		// Dump some information
542		Float_t eff  = Interpolate(jzbSel,hist);
543		Float_t effp = Interpolate(jzbSel,histp);
544		Float_t effm = Interpolate(jzbSel,histm);
545	<	std::cout << "  Efficiency at JZB==" << jzbSel  << std::endl;
546	<	std::cout << "    JESup: " << effp << " (" << (effp-eff)/eff*100. << "%)" << std::endl;
547	<	std::cout << "    central:  " << eff << std::endl;
548	<	std::cout << "    JESdown: " << effm << " (" << (effm-eff)/eff*100. << "%)" << std::endl;
549	<	jesup=(effp-eff)/eff*100.;
550	<	jesdown=(effm-eff)/eff*100.;
545	>	if(!automatized) dout << "  Efficiency at JZB==" << jzbSel  << std::endl;
546	>	if(!automatized) dout << "    JESup: " << effp << " (" << (effp-eff)/eff*100. << "%)" << std::endl;
547	>	if(!automatized) dout << "    central:  " << eff << std::endl;
548	>	if(!automatized) dout << "    JESdown: " << effm << " (" << (effm-eff)/eff*100. << "%)" << std::endl;
549	>	jesup=(effp-eff)/eff;
550	>	jesdown=(effm-eff)/eff;
551		}
552
553		//________________________________________________________________________
554		// Effect of energy scale on JZB efficiency
555	<	void doJZBscale(TTree *events, float &down, float &up, float &syst, float systematic, string informalname) {
555	>	void doJZBscale(TTree *events, float &down, float &up, float &syst, float systematic, string informalname, int flipped, bool requireZ, string addcut) {
556
557	<	TCut kbase("abs(genMllSel-91.2)<20&&genZPt>0&&pfJetGoodNum>2");
558	<	TCut ksel("abs(mll-91.2)<20&&((id1+1)*(id2+1)*ch1*ch2)!=-2");
557	>	TCut kbase(genMassCut&&"genZPt>0&&genNjets>2");
558	>	if(addcut!="") kbase=kbase&&addcut.c_str();//this is mostly for SUSY scans (adding requirements on masses)
559	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
560	>	if(requireZ&&PlottingSetup::RestrictToMassPeak) kbase=kbase&&"TMath::Abs(genMID)==23";
561	>	TCut ksel(cutmass&&cutOSSF);
562
563		nBins =    50;
564		jzbMin =   0.5*jzbSel;
565		jzbMax =   2.0*jzbSel;
566
567	<	TH1F* hist = plotEff(events,kbase&&ksel,informalname);
567	>	TH1F* hist = plotEff(events,kbase&&ksel,informalname,flipped);
568
569		// Dump some information
570		Float_t eff  = Interpolate(jzbSel,hist);
571		Float_t effp = Interpolate(jzbSel*(1.+systematic),hist);
572		Float_t effm = Interpolate(jzbSel*(1.-systematic),hist);
573	<	std::cout << "  efficiency at JZB==" << jzbSel*(1.+systematic)  << "(-"<<syst*100<<"%) : " << effp << " (" << ((effp-eff)/eff)*100. << "%)"  << std::endl;
574	<	std::cout << "  efficiency at JZB==" << jzbSel  << ": " << eff << std::endl;
575	<	std::cout << "  efficiency at JZB==" << jzbSel*(1.-systematic)  << "(-"<<syst*100<<"%) : " << effm << " (" << ((effm-eff)/eff)*100. << "%)"  << std::endl;
576	<	up=((effp-eff)/eff)*100;
577	<	down=((effm-eff)/eff)*100;
573	>	if(!automatized) dout << "  efficiency at JZB==" << jzbSel*(1.+systematic)  << "(-"<<systematic*100<<"%) : " << effp << " (" << ((effp-eff)/eff)*100. << "%)"  << std::endl;
574	>	if(!automatized) dout << "  efficiency at JZB==" << jzbSel  << ": " << eff << std::endl;
575	>	if(!automatized) dout << "  efficiency at JZB==" << jzbSel*(1.-systematic)  << "(-"<<systematic*100<<"%) : " << effm << " (" << ((effm-eff)/eff)*100. << "%)"  << std::endl;
576	>	up=((effp-eff)/eff);
577	>	down=((effm-eff)/eff);
578		}
579
580		//________________________________________________________________________
581		// JZB response (true/reco. vs. true)
582	<	void JZBresponse(TTree *events, bool isMET = kFALSE, Float_t myJzbMax = 200., Int_t nPeriods = 9 ) {
582	>	void JZBresponse(TTree *events, string name, bool requireZ, float &resp, float &resperr, int flipped, string addcut="", bool isMET = kFALSE, Float_t myJzbMax = 200., Int_t nPeriods = 9 ) {
583
584		jzbMin = 20;
585	<	TCut kbase("abs(genMllSel-91.2)<20&&genZPtSel>0&&pfJetGoodNum>2");
586	<	TCut ksel("abs(mll-91.2)<20&&((id1+1)*(id2+1)*ch1*ch2)!=-2");
587	<
588	<	TProfile* hJzbResp = new TProfile("hJzbResp","JZB response  ; JZB true (GeV/c); JZB reco. / JZB true",
589	<	nPeriods, jzbMin, myJzbMax, "" );
590	<
591	<	if (!isMET) events->Project("hJzbResp","("+TString(mcjzbexpression)+")/genJZBSel:genJZBSel",kbase&&ksel);
585	>	flag_this_change(__FUNCTION__,__LINE__,false);//PlottingSetup::RestrictToMassPeak
586	>	TCut kbase(genMassCut&&"genZPt>0&&genNjets>2");
587	>	if(addcut!="") kbase=kbase&&addcut.c_str();//this is mostly for SUSY scans (adding requirements on masses)
588	>	flag_this_change(__FUNCTION__,__LINE__,false);//PlottingSetup::RestrictToMassPeak
589	>	if(requireZ&&PlottingSetup::RestrictToMassPeak) kbase=kbase&&"TMath::Abs(genMID)==23";
590	>	flag_this_change(__FUNCTION__,__LINE__,false);//PlottingSetup::RestrictToMassPeak
591	>	TCut ksel(cutmass&&cutOSSF);
592	>
593	>	TProfile* hJzbResp = new TProfile("hJzbResp","JZB response  ; JZB true (GeV/c); JZB reco. / JZB true", nPeriods, jzbMin, myJzbMax, "" );
594	>
595	>	string locmcjzbexpression=mcjzbexpression;
596	>	if(flipped>0) locmcjzbexpression="-"+locmcjzbexpression;
597	>	string possibleminus="";
598	>	if(flipped>0) possibleminus="-";
599	>	if (!isMET) events->Project("hJzbResp","("+TString(locmcjzbexpression)+")/("+possibleminus+"genJZB):("+possibleminus+"genJZB)",kbase&&ksel);
600		else events->Project("hJzbResp","met[4]/genMET:genMET",kbase&&ksel);
601
602		hJzbResp->SetMaximum(1.2);
603		hJzbResp->SetMinimum(0.2);
604		hJzbResp->Fit("pol0","Q");
605		TF1 *fittedfunction = hJzbResp->GetFunction("pol0");
606	<	cout << "  Response: " << fittedfunction->GetParameter(0) << " +/- " << fittedfunction->GetParError(0) << endl;
606	>	if(!fittedfunction) {
607	>	// in case there are not enough points passing our selection
608	>	cout << "OOPS response function invalid, assuming 100% error !!!!" << endl;
609	>	resp=1;
610	>	resperr=1;
611	>	} else {
612	>	resp=fittedfunction->GetParameter(0);
613	>	resperr=fittedfunction->GetParError(0);
614	>	if(!automatized) dout << "  Response: " << resp << " +/- " << resperr << endl;
615	>	}
616	>	delete hJzbResp;
617		}
618
619
620	<	void do_systematics_for_one_file(TTree *events,string informalname, vector<vector<float> > &uncertainties,string mcjzb,string datajzb) {
620	>	//________________________________________________________________________________________
621	>	// PDF uncertainty
622	>	float get_pdf_uncertainty(TTree *events, int flipped, string mcjzb, bool requireZ, int Neventsinfile, int NPdfs, string addcut="") {
623	>	std::vector<float> efficiency;
624	>	for(int k = 1; k < NPdfs; k++) {
625	>	float result, resulterr;
626	>	Value flipval;
627	>	MCefficiency(events, result, resulterr, flipped, mcjzb, requireZ, Neventsinfile, addcut, k);
628	>	efficiency.push_back(result);
629	>	}
630	>	float errHi, errLow,err;
631	>	master_formula(efficiency, errHi, errLow);
632	>	err=errLow;
633	>	if(errHi>errLow) err=errHi;
634	>	if(!automatized) dout << "  Uncertainty from PDF: " << errLow << " (low) and " << errHi << "(high) ---> Picked " << err << endl;
635	>	return err;
636	>
637	>	}
638	>
639	>	int get_npdfs(TTree *events) {
640	>	int NPDFs;
641	>	events->SetBranchAddress("NPdfs",&NPDFs);
642	>	events->GetEntry(1);
643	>	return NPDFs;
644	>	}
645
646	<	float JetEnergyScaleUncert=0.1;
647	<	float JZBScaleUncert=0.1;
646	>
647	>	void do_systematics_for_one_file(TTree *events,int Neventsinfile,string informalname, vector<vector<float> > &results,int flipped, string mcjzb,string datajzb,float peakerror,bool requireZ=false, string addcut="", bool ismSUGRA=false) {
648	>	float JZBScaleUncert=0.05;
649		mcjzbexpression=mcjzb;
650	+	float triggereff=2.0/100;// in range [0,1]
651	+	dout << "Trigger efficiency not implemented in this script  yet, still using external one" << endl;
652	+	float leptonseleff=2.0/100;// in range [0,1]
653	+	leptonseleff=TMath::Sqrt(leptonseleff*leptonseleff+leptonseleff*leptonseleff); // because the 2% is per lepton
654	+	dout << "Lepton selection efficiency not implemented in this script  yet, still using external one" << endl;
655
656	<	float triggereff=4;//percent!
657	<	cout << "Trigger efficiency not implemented in this script  yet, still using external one" << endl;
257	<	float leptonseleff=2;//percent!
258	<	cout << "Lepton selection efficiency not implemented in this script  yet, still using external one" << endl;
656	>	int NPdfs=0;
657	>	if(ismSUGRA) NPdfs = get_npdfs(events);
658
659	<	float mceff,mcefferr;
660	<	cout << "MC efficiencies:" << endl;
661	<	MCefficiency(events,mceff,mcefferr,mcjzb);
662	<	JZBefficiency(events,informalname);
659	>	float mceff,mcefferr,jzbeff,jzbefferr;
660	>	if(!automatized) dout << "MC efficiencies:" << endl;
661	>	Value flipefficiency;
662	>	Value mceff_nosigcont = MCefficiency(events,mceff,mcefferr,flipped,mcjzb,requireZ,Neventsinfile,addcut,-1);
663	>	if(!automatized) cout << "   Without signal contamination, we find an efficiency of " << mceff_nosigcont << endl;
664	>
665	>	if(PlottingSetup::computeJZBefficiency) JZBefficiency(events,informalname,jzbeff,jzbefferr,flipped,requireZ,addcut);
666	>	if(!automatized) dout << "JZB efficiency: " << jzbeff << "+/-" << jzbefferr << endl;
667
668	<	std::cout << "Jet energy scale: " << std::endl;
668	>	if(!automatized) dout << "Error from Peak position:";
669	>	float sysfrompeak=0;
670	>	PeakError(events,sysfrompeak,mcjzb,peakerror,flipped,addcut);
671	>
672	>	if(!automatized) dout << "Jet energy scale (JES): " << std::endl;
673		float jesup,jesdown;
674	<	JZBjetScale(events,jesdown,jesup,informalname,JetEnergyScaleUncert);
675	<
676	<	std::cout << "JZB scale: " << std::endl;
674	>	JZBjetScale(events,jesdown,jesup,informalname,flipped,requireZ,addcut);
675	>
676	>	if(!automatized) dout << "JZB scale: " << std::endl;
677		float scaleup,scaledown,scalesyst;
678	<	doJZBscale(events,scaledown,scaleup,scalesyst,JZBScaleUncert,informalname);
678	>	doJZBscale(events,scaledown,scaleup,scalesyst,JZBScaleUncert,informalname,flipped,requireZ,addcut);
679
680	<	std::cout << "JZB response: " << std::endl;
681	<	JZBresponse(events);
682	<
683	<	std::cout << "Pileup: " << std::endl;
684	<	float resolution=pileup(events,informalname);
680	>	if(!automatized) dout << "JZB response: " << std::endl;
681	>	float resp,resperr;
682	>	if(PlottingSetup::computeJZBresponse) {
683	>	if(!automatized) dout << "JZB response: " << std::endl;
684	>	if(!ismSUGRA) JZBresponse(events,informalname,requireZ,resp,resperr,flipped,addcut);
685	>	}
686	>
687	>	if(!automatized) dout << "Pileup: " << std::endl;
688	>	//  float resolution;
689	>	//resolution=pileup(events,requireZ,informalname,flipped,addcut);
690	>
691	>	float PDFuncert=0;
692	>	if(!automatized) dout << "Assessing PDF uncertainty: " << std::endl;
693	>	if(ismSUGRA) PDFuncert = get_pdf_uncertainty(events, flipped, mcjzb, requireZ, Neventsinfile, NPdfs, addcut);
694	>
695	>	dout << "_______________________________________________" << endl;
696	>	dout << "                 SUMMARY FOR " << informalname << " with JZB>" << jzbSel << "  (all in %) ";
697	>	if(addcut!="") dout << "With additional cut: " << addcut;
698	>	dout << endl;
699	>	dout << "MC efficiency: " << mceff << "+/-" << mcefferr << endl; // in range [0,1]
700	>	dout << "Trigger efficiency: " << triggereff << endl; // in range [0,1]
701	>	dout << "Lepton Sel Eff: " << leptonseleff << endl; // in range [0,1]
702	>	dout << "Jet energy scale: " << jesup << " " << jesdown << endl; // in range [0,1]
703	>	dout << "JZB Scale Uncert: " << scaledown << " " << scaleup << endl; // in range [0,1]
704	>	//  dout << "Resolution : " << resolution << endl; // in range [0,1]
705	>	dout << "From peak : " << sysfrompeak << endl; // in range [0,1]
706	>	if(ismSUGRA) dout << "PDF uncertainty  : " << PDFuncert << endl; // in range [0,1]
707	>	if(PlottingSetup::computeJZBefficiency) dout << "JZB efficiency: " << jzbeff << "+/-" << jzbefferr << " (not yet included below) " << endl; // in range [0,1]
708	>	if(PlottingSetup::computeJZBresponse)dout << "JZB response  : " << resp << " +/-" << resperr << " (not yet included below) " << endl; // in range [0,1]
709
710	<	cout << "_______________________________________________" << endl;
711	<	cout << "                 SUMMARY FOR " << informalname << " with JZB>" << jzbSel << endl;
712	<	cout << "Trigger efficiency: " << triggereff << endl;
713	<	cout << "Lepton Sel Eff: " << leptonseleff << endl;
714	<	cout << "For JZB>" << jzbSel << endl;
715	<	cout << "Jet energy scale: " << jesup << " " << jesdown << " --> suggesting: " << Round(0.5*(fabs(jesup)+fabs(jesdown)),1) << endl;
716	<	cout << "JZB Scale Uncert: " << scaledown << " " << scaleup << " --> suggesting: " << Round(0.5*(fabs(scaledown)+fabs(scaleup)),1) << endl;
717	<	cout << "Resolution : " << resolution << endl;
710	>	float toterr=0;
711	>	toterr+=(triggereff)*(triggereff);
712	>	toterr+=(leptonseleff)*(leptonseleff);
713	>	if(fabs(jesup)>fabs(jesdown)) toterr+=(jesup*jesup); else toterr+=(jesdown*jesdown);
714	>	if(fabs(scaleup)>fabs(scaledown)) toterr+=(scaleup*scaleup); else toterr+=(scaledown*scaledown);
715	>	//  toterr+=(resolution*resolution);
716	>	toterr+=(sysfrompeak*sysfrompeak);
717	>	if(ismSUGRA) toterr+=(PDFuncert*PDFuncert);
718	>	dout << "TOTAL SYSTEMATICS: " << TMath::Sqrt(toterr) << " --> " << TMath::Sqrt(toterr)*mceff << endl;
719	>	float systerr=TMath::Sqrt(toterr)*mceff;
720	>	toterr=TMath::Sqrt(toterr*mceff*mceff+mcefferr*mcefferr);//also includes stat err!
721
722	<	vector<float> uncert;
723	<	uncert.push_back(jzbSel);
724	<	uncert.push_back(triggereff);
291	<	uncert.push_back(leptonseleff);
292	<	uncert.push_back(0.5*(fabs(jesup)+fabs(jesdown)));
293	<	uncert.push_back(0.5*(fabs(scaledown)+fabs(scaleup)));
294	<	uncert.push_back(resolution);
722	>	dout << "FINAL RESULT : " << 100*mceff << " +/- "<< 100*mcefferr << " (stat) +/- " << 100*systerr << " (syst)   %" << endl;
723	>	dout << "     we thus use the sqrt of the sum of the squares of the stat & syst err, which is : " << 100*toterr << endl;
724	>	dout << "_______________________________________________" << endl;
725
726	<	uncertainties.push_back(uncert);
727	<	}
728	<
729	<	vector<vector<float> > compute_systematics(string mcjzb, string datajzb, samplecollection &signalsamples, vector<float> bins) {
730	<	vector< vector<float> > uncertainties;
726	>	//Do not modify the lines below or mess with the order; this order is expected by all limit calculating functions!
727	>	vector<float> res;
728	>	res.push_back(jzbSel);
729	>	res.push_back(mceff);
730	>	res.push_back(mcefferr);
731	>	res.push_back(toterr);
732	>	res.push_back(TMath::Sqrt((mcefferr)*(mcefferr)+(toterr*toterr)));
733	>	if(fabs(jesup)>fabs(jesdown)) res.push_back(fabs(jesup)); else res.push_back(fabs(jesdown));
734	>	if(fabs(scaleup)>fabs(scaledown)) res.push_back(fabs(scaleup)); else res.push_back(fabs(scaledown));
735	>	//  res.push_back(fabs(resolution));
736	>	res.push_back(0.0);
737	>	res.push_back(mceff_nosigcont.getValue());
738	>	res.push_back(mceff_nosigcont.getError());
739	>	if(ismSUGRA) res.push_back(PDFuncert);
740	>	results.push_back(res);
741	>	}
742	>
743	>	vector<vector<float> > compute_systematics(string mcjzb, float mcpeakerror, int flipped, string datajzb, samplecollection &signalsamples, vector<float> bins, bool requireZ=false) {
744	>	automatized=true;
745	>	vector< vector<float> > systematics;
746		for (int isignal=0; isignal<signalsamples.collection.size();isignal++) {
747	<	cout << "Looking at signal " << (signalsamples.collection)[isignal].filename << endl;
748	<	for(int ibin=0;ibin<bins.size();ibin++) {
749	<	jzbSel=bins[ibin];
750	<	geqleq="geq";
751	<	do_systematics_for_one_file((signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].samplename,uncertainties,mcjzb,datajzb);
752	<	}//end of bin loop
747	>	dout << "Looking at signal " << (signalsamples.collection)[isignal].filename << endl;
748	>	for(int ibin=0;ibin<bins.size();ibin++) {
749	>	jzbSel=bins[ibin];
750	>	geqleq="geq";
751	>	do_systematics_for_one_file((signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].Nentries,(signalsamples.collection)[isignal].samplename,systematics,flipped,mcjzb,datajzb,mcpeakerror,requireZ);
752	>	}//end of bin loop
753		}//end of signal loop
754	<	return uncertainties;
754	>	return systematics;
755		}

Diff Legend

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