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Comparing UserCode/cbrown/AnalysisFramework/Plotting/Modules/Systematics.C (file contents):
Revision 1.29 by buchmann, Wed Sep 7 06:42:21 2011 UTC vs.
Revision 1.42 by buchmann, Mon Oct 24 15:05:37 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 100 | Line 102 | float allcontributionsplot(TTree* events
102		hname=GetNumericHistoName();
103		TH1F* hosofn = new TH1F(hname.c_str(),hname.c_str(),1,-14000,14000);
104		events->Draw(TString(mcjzbexpression)+">>"+TString(hname),kBaseCut&&kMassCut&&JZBNegCut&&cutOSOF,"goff");
103	–
104	–	hname=GetNumericHistoName();
105	–	TH1F* sbhossfp = new TH1F(hname.c_str(),hname.c_str(),1,-14000,14000);
106	–	events->Draw(TString(mcjzbexpression)+">>"+TString(hname),kBaseCut&&kSidebandCut&&JZBPosCut&&cutOSSF,"goff");
107	–	hname=GetNumericHistoName();
108	–	TH1F* sbhossfn = new TH1F(hname.c_str(),hname.c_str(),1,-14000,14000);
109	–	events->Draw(TString(mcjzbexpression)+">>"+TString(hname),kBaseCut&&kSidebandCut&&JZBNegCut&&cutOSSF,"goff");
110	–
111	–	hname=GetNumericHistoName();
112	–	TH1F* sbhosofp = new TH1F(hname.c_str(),hname.c_str(),1,-14000,14000);
113	–	events->Draw(TString(mcjzbexpression)+">>"+TString(hname),kBaseCut&&kSidebandCut&&JZBPosCut&&cutOSOF,"goff");
114	–	hname=GetNumericHistoName();
115	–	TH1F* sbhosofn = new TH1F(hname.c_str(),hname.c_str(),1,-14000,14000);
116	–	events->Draw(TString(mcjzbexpression)+">>"+TString(hname),kBaseCut&&kSidebandCut&&JZBNegCut&&cutOSOF,"goff");
105
106	<	float obs = hossfp->Integral();
107	<	float pred= hossfn->Integral() + (1.0/3)*( hosofp->Integral() - hosofn->Integral() + sbhossfp->Integral() - sbhossfn->Integral() + sbhosofp->Integral() - sbhosofn->Integral());
106	>	float obs=0;
107	>	float pred=0;
108	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
109	>	if(PlottingSetup::RestrictToMassPeak) {
110	>	hname=GetNumericHistoName();
111	>	TH1F* sbhossfp = new TH1F(hname.c_str(),hname.c_str(),1,-14000,14000);
112	>	events->Draw(TString(mcjzbexpression)+">>"+TString(hname),kBaseCut&&kSidebandCut&&JZBPosCut&&cutOSSF,"goff");
113	>	hname=GetNumericHistoName();
114	>	TH1F* sbhossfn = new TH1F(hname.c_str(),hname.c_str(),1,-14000,14000);
115	>	events->Draw(TString(mcjzbexpression)+">>"+TString(hname),kBaseCut&&kSidebandCut&&JZBNegCut&&cutOSSF,"goff");
116	>
117	>	hname=GetNumericHistoName();
118	>	TH1F* sbhosofp = new TH1F(hname.c_str(),hname.c_str(),1,-14000,14000);
119	>	events->Draw(TString(mcjzbexpression)+">>"+TString(hname),kBaseCut&&kSidebandCut&&JZBPosCut&&cutOSOF,"goff");
120	>	hname=GetNumericHistoName();
121	>	TH1F* sbhosofn = new TH1F(hname.c_str(),hname.c_str(),1,-14000,14000);
122	>	events->Draw(TString(mcjzbexpression)+">>"+TString(hname),kBaseCut&&kSidebandCut&&JZBNegCut&&cutOSOF,"goff");
123	>
124	>	obs = hossfp->Integral();
125	>	pred= hossfn->Integral() + (1.0/3)*( hosofp->Integral() - hosofn->Integral() + sbhossfp->Integral() - sbhossfn->Integral() + sbhosofp->Integral() - sbhosofn->Integral());
126	>	delete sbhossfp,sbhossfn,sbhosofp,sbhosofn;
127	>	} else {
128	>	obs = hossfp->Integral();
129	>	pred= hossfn->Integral() + (hosofp->Integral() - hosofn->Integral());
130	>	}
131
132		delete hossfp,hossfn,hosofp,hosofn;
122	–	delete sbhossfp,sbhossfn,sbhosofp,sbhosofn;
133		return obs-pred;
134		}
135
#	Line 188 | Line 198 | void master_formula(std::vector<float> e
198
199		//________________________________________________________________________________________
200		// Get normalization factor for the PDFs
201	<	float get_norm_pdf_factor(TTree *events, int k) {
201	>	float get_norm_pdf_factor(TTree *events, int k, string addcut) {
202
203		TH1F *haux = new TH1F("haux", "", 10000, 0, 5);
204		char nameVar[20];
205		sprintf(nameVar, "pdfW[%d]", k);
206	<	events->Project("haux", nameVar);
206	>	events->Project("haux", nameVar, addcut.c_str());
207		float thisW = haux->Integral();
208		events->Project("haux", "pdfW[0]");
209		float normW = haux->Integral();
#	Line 215 | Line 225 | float pileup(TTree *events, bool require
225		jzbMax = myJzbMax;
226
227		// Acceptance cuts
228	<	TCut kbase("abs(genMll-91.2)<20&&genNjets>2&&genZPt>0&&abs(mll-91.2)<20&&((id1+1)*(id2+1)*ch1*ch2)!=-2");
228	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
229	>	TCut kbase(PlottingSetup::genMassCut&&"genNjets>2&&genZPt>0"&&cutmass&&cutOSSF);
230		if(addcut!="") kbase=kbase&&addcut.c_str();//this is mostly for SUSY scans (adding requirements on masses)
231
232	<	if(requireZ) kbase=kbase&&"TMath::Abs(genMID)==23";
232	>	if(requireZ&&PlottingSetup::RestrictToMassPeak) kbase=kbase&&"TMath::Abs(genMID)==23";
233		TH1F* hLM4 = plotEff(events,kbase,informalname);
234		hLM4->SetMinimum(0.);
235
#	Line 241 | Line 252 | float pileup(TTree *events, bool require
252		//____________________________________________________________________________________
253		// Effect of peak shifting
254		void PeakError(TTree *events,float &result, string mcjzb, float peakerr,string addcut="") {
255	+	//Note: the cut used here is something like (JZBEXPRESSION+(peakerr)>50) without all the other cuts, to increase statistics (particularly for scans)
256		TString peakup("("+TString(mcjzb)+"+"+TString(any2string(TMath::Abs(peakerr)))+")"+geq_or_leq()+TString(any2string(jzbSel)));
257		TString peakdown("("+TString(mcjzb)+"-"+TString(any2string(TMath::Abs(peakerr)))+")"+geq_or_leq()+TString(any2string(jzbSel)));
258		TString peakcentral("("+TString(mcjzb)+")"+geq_or_leq()+TString(any2string(jzbSel)));
259		TString npeakup("("+TString(mcjzb)+"+"+TString(any2string(TMath::Abs(peakerr)))+")"+ngeq_or_leq()+"-"+TString(any2string(jzbSel)));
260		TString npeakdown("("+TString(mcjzb)+"-"+TString(any2string(TMath::Abs(peakerr)))+")"+ngeq_or_leq()+"-"+TString(any2string(jzbSel)));
261		TString npeakcentral("("+TString(mcjzb)+")"+ngeq_or_leq()+"-"+TString(any2string(jzbSel)));
250	–
262		nBins = 1;
263		string informalname="PeakErrorCalculation";
264		float resup,resdown,rescent;
#	Line 270 | Line 281 | void PeakError(TTree *events,float &resu
281		else if(i==1) resdown=res;
282		else if(i==2) resup=res;
283		}
284	<	if(TMath::Abs(rescent-resup)>TMath::Abs(rescent-resdown)) result=(TMath::Abs(rescent-resup)/rescent);
285	<	else result=(TMath::Abs(rescent-resdown)/rescent);
284	>	if(TMath::Abs(rescent-resup)>TMath::Abs(rescent-resdown)) result=(TMath::Abs(rescent-resup)/(float)rescent);
285	>	else result=(TMath::Abs(rescent-resdown)/(float)rescent);
286		}
287
288		//____________________________________________________________________________________
289		// Total selection efficiency (MC)
290	<	void MCefficiency(TTree *events,float &result, float &resulterr,string mcjzb,bool requireZ,int Neventsinfile, string addcut="", int k = 0) {
290	>	//returns the efficiency WITHOUT signal contamination, and the result and resulterr contain the result and the corresponding error
291	>	Value MCefficiency(TTree *events,float &result, float &resulterr,string mcjzb,bool requireZ,int Neventsinfile, string addcut="", int k = 0) {
292	>	write_warning(__FUNCTION__,"Setting automatized to off!"); automatized=false;
293	>	if(!events) {
294	>	write_error(__FUNCTION__,"Tree passed for efficiency calculation is invalid!");
295	>	result=0;
296	>	resulterr=0;
297	>	return Value(0,0);
298	>	}
299
300		char jzbSelStr[256]; sprintf(jzbSelStr,"%f",jzbSel);
301		// All acceptance cuts at gen. level
302		//TCut kbase("abs(genMll-91.2)<20&&genNjets>2&&genZPt>0&&genJZB"+geq_or_leq()+TString(jzbSelStr)+"&&genId1==-genId2");
303		TCut kbase("");
304	<	if(requireZ) kbase=kbase&&"TMath::Abs(genMID)==23";
304	>
305	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
306	>	if(requireZ&&PlottingSetup::RestrictToMassPeak) kbase=kbase&&"TMath::Abs(genMID)==23";
307		if(addcut!="") kbase=kbase&&addcut.c_str();//this is mostly for SUSY scans (adding requirements on masses)
308		// Corresponding reco. cuts
309	<	TCut ksel("pfJetGoodNum>2&&abs(mll-91.2)<20&&id1==id2&&"+TString(mcjzb)+geq_or_leq()+TString(jzbSelStr));
310	<	TCut ksel2("pfJetGoodNum>2&&abs(mll-91.2)<20&&id1==id2&&"+TString(mcjzb)+ngeq_or_leq()+TString("-")+TString(jzbSelStr));
309	>
310	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
311	>	TCut ksel;//("pfJetGoodNum>2"&&cutmass&&"id1==id2&&"+TString(mcjzb)+geq_or_leq()+TString(jzbSelStr));
312	>	TCut ksel2;//("pfJetGoodNum>2"&&cutmass&&"id1==id2&&"+TString(mcjzb)+ngeq_or_leq()+TString("-")+TString(jzbSelStr));
313	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
314	>	if(PlottingSetup::RestrictToMassPeak||!ConsiderSignalContaminationForLimits) {
315	>	ksel=TCut("pfJetGoodNum>2"&&cutmass&&"id1==id2&&"+TString(mcjzb)+geq_or_leq()+TString(jzbSelStr));
316	>	ksel2=TCut("pfJetGoodNum>2"&&cutmass&&"id1==id2&&"+TString(mcjzb)+ngeq_or_leq()+TString("-")+TString(jzbSelStr));
317	>	} else {
318	>	//for off peak analysis we don't use the OSSF condition here yet so we can recycle these two cuts for the em condition!
319	>	ksel=TCut("pfJetGoodNum>2"&&cutmass&&(TString(mcjzb)+geq_or_leq()+TString(jzbSelStr)));
320	>	ksel2=TCut("pfJetGoodNum>2"&&cutmass&&(TString(mcjzb)+ngeq_or_leq()+TString("-")+TString(jzbSelStr)));
321	>	}
322	>
323		TCut posSide = kbase&&ksel;
324		TCut negSide = kbase&&ksel2;
325		string sposSide(posSide);
326		string snegSide(negSide);
327		char var[20];
328		sprintf(var, "pdfW[%d]", k);
329	+	if(k==-1) sprintf(var,"1.0");//case in which we don't want to evaluate PDFs
330		string svar(var);
331	<	string newPosSide = "(" + sposSide + ")*" + svar;
332	<	string newNegSide = "(" + snegSide + ")*" + svar;
331	>	string newPosSide = "((id1==id2)&&(" + sposSide + "))*" + svar;
332	>	string newNegSide = "((id1==id2)&&(" + snegSide + "))*" + svar;
333	>	string emnewPosSide = "((id1!=id2)&&(" + sposSide + "))*" + svar; // only used for off peak analysis
334	>	string emnewNegSide = "((id1!=id2)&&(" + snegSide + "))*" + svar; // only used for off peak analysis
335
336		TH1F *effh= new TH1F("effh","effh",1,-14000,14000);
337		if(k>=0)events->Draw((mcjzbexpression+">>effh").c_str(), newPosSide.c_str(),"goff");
338	<	else events->Draw((mcjzbexpression+">>effh").c_str(), sposSide.c_str(),"goff");
338	>	else events->Draw((mcjzbexpression+">>effh").c_str(), (sposSide+"&&(id1==id2)").c_str(),"goff");//the OSSF condition is added for the offpeak analysis, in onpeak case it's there already but doesn't change anything.
339		Float_t sel = effh->Integral();
340		Float_t nsel=0;
341	+
342	+	///----------------------------------------------- THIS PART REQUIRES STUDYING! -------------------------
343	+
344		if(ConsiderSignalContaminationForLimits) {
345	<	if(k>=0)events->Draw((mcjzbexpression+">>effh").c_str(), newNegSide.c_str(),"goff");
346	<	else events->Draw((mcjzbexpression+">>effh").c_str(), snegSide.c_str(),"goff");
347	<	nsel = effh->Integral();
345	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
346	>	if(PlottingSetup::RestrictToMassPeak) {
347	>	events->Draw((mcjzbexpression+">>effh").c_str(), newNegSide.c_str(),"goff");
348	>	nsel += effh->Integral();
349	>	} else {
350	>	events->Draw((mcjzbexpression+">>effh").c_str(), newNegSide.c_str(),"goff");
351	>	nsel += effh->Integral();
352	>	events->Draw((mcjzbexpression+">>effh").c_str(), emnewPosSide.c_str(),"goff");
353	>	nsel += effh->Integral();
354	>	events->Draw((mcjzbexpression+">>effh").c_str(), emnewNegSide.c_str(),"goff");
355	>	nsel -= effh->Integral();
356	>	}
357		}
358	+
359		//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.
360		float normFactor = 1;
361	<	if(k>=0) get_norm_pdf_factor(events, k);
361	>	if(k>=0) get_norm_pdf_factor(events, k, addcut);
362		sel = sel/normFactor;
363		nsel = nsel/normFactor;
364
#	Line 317 | Line 366 | void MCefficiency(TTree *events,float &r
366		//      Float_t tot = events->GetSelectedRows();
367		Float_t tot = Neventsinfile;
368
369	+	Value result_wo_signalcont;
370	+
371		if(ConsiderSignalContaminationForLimits) {
372		result=(sel-nsel)/tot;
373		resulterr=(1.0/tot)*TMath::Sqrt(sel+nsel+(sel-nsel)*(sel-nsel)/tot);
374	+	result_wo_signalcont=Value(sel/tot,TMath::Sqrt(sel/tot*(1+sel/tot)/tot));
375		} else {//no signal contamination considered:
376		result=(sel)/tot;
377		resulterr=TMath::Sqrt(sel/tot*(1+sel/tot)/tot);
378	+	result_wo_signalcont=Value(result,resulterr);
379		}
380	<	if(!automatized) dout << "  MC efficiency: " << result << "+-" << resulterr << "  ( JZB>" << jzbSel << " : " << sel << " , JZB<-" << jzbSel << " : " << nsel << " and nevents=" << tot << ") with normFact=" << normFactor << std::endl;
380	>	if(!automatized && k>0 ) dout << "PDF assessment: ";
381	>	if(!automatized) dout << "  MC efficiency: " << result << "+-" << resulterr << "  ( JZB>" << jzbSel << " : " << sel << " , signal contamination : " << nsel << " and nevents=" << tot << ") with normFact=" << normFactor << std::endl;
382		delete effh;
383	+	return result_wo_signalcont;
384		}
385
386
387	+
388		//____________________________________________________________________________________
389	<	// Total selection efficiency (MC)
389	>	// Selection efficiency for one process (MC)
390		vector<float> processMCefficiency(TTree *events,string mcjzb,bool requireZ,int Neventsinfile, string addcut) {
391		vector<float> process_efficiencies;
392		for(int iprocess=0;iprocess<=10;iprocess++) {
#	Line 345 | Line 401 | vector<float> processMCefficiency(TTree
401
402
403		void JZBefficiency(TTree *events, string informalname, float &jzbeff, float &jzbefferr, bool requireZ, string addcut="") {
404	<	TCut kbase("abs(genMll-91.2)<20&&genNjets>2&&genZPt>0&&abs(mll-91.2)<20&&((id1+1)*(id2+1)*ch1*ch2)!=-2");
404	>	TCut kbase(genMassCut&&"genNjets>2&&genZPt>0"&&cutmass&&cutOSSF);
405		if(addcut!="") kbase=kbase&&addcut.c_str();//this is mostly for SUSY scans (adding requirements on masses)
406	<	if(requireZ) kbase=kbase&&"TMath::Abs(genMID)==23";
406	>	if(requireZ&&PlottingSetup::RestrictToMassPeak) kbase=kbase&&"TMath::Abs(genMID)==23";
407		TH1F* hLM4 = plotEff(events,kbase,informalname);
408		Int_t bin = hLM4->FindBin(jzbSel); // To get the error
409		jzbeff=Interpolate(jzbSel,hLM4);
#	Line 359 | Line 415 | void JZBefficiency(TTree *events, string
415		//________________________________________________________________________
416		// Effect of energy scale on efficiency
417		void JZBjetScale(TTree *events, float &jesdown, float &jesup, string informalname,bool requireZ,string addcut="",float syst=0.1, Float_t jzbSelection=-1, TString plotName = "" ) {
418	<	TCut kbase("abs(genMll-91.2)<20&&genZPt>0");
418	>	TCut kbase(genMassCut&&"genZPt>0");
419		if(addcut!="") kbase=kbase&&addcut.c_str();//this is mostly for SUSY scans (adding requirements on masses)
420	<	if(requireZ) kbase=kbase&&"TMath::Abs(genMID)==23";
420	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
421	>	if(requireZ&&PlottingSetup::RestrictToMassPeak) kbase=kbase&&"TMath::Abs(genMID)==23";
422
423	<	TCut ksel("abs(mll-91.2)<20&&((id1+1)*(id2+1)*ch1*ch2)!=-2");
423	>	TCut ksel(cutmass&&cutOSSF);
424		TCut nJets("pfJetGoodNum>2");
425		stringstream down,up;
426		down << "pfJetGoodNum"<<30*(1-syst)<<">=3";
#	Line 397 | Line 454 | void JZBjetScale(TTree *events, float &j
454		// Effect of energy scale on JZB efficiency
455		void doJZBscale(TTree *events, float &down, float &up, float &syst, float systematic, string informalname, bool requireZ, string addcut) {
456
457	<	TCut kbase("abs(genMll-91.2)<20&&genZPt>0&&genNjets>2");
457	>	TCut kbase(genMassCut&&"genZPt>0&&genNjets>2");
458		if(addcut!="") kbase=kbase&&addcut.c_str();//this is mostly for SUSY scans (adding requirements on masses)
459	<	if(requireZ) kbase=kbase&&"TMath::Abs(genMID)==23";
460	<	TCut ksel("abs(mll-91.2)<20&&((id1+1)*(id2+1)*ch1*ch2)!=-2");
459	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
460	>	if(requireZ&&PlottingSetup::RestrictToMassPeak) kbase=kbase&&"TMath::Abs(genMID)==23";
461	>	TCut ksel(cutmass&&cutOSSF);
462
463		nBins =    50;
464		jzbMin =   0.5*jzbSel;
#	Line 412 | Line 470 | void doJZBscale(TTree *events, float &do
470		Float_t eff  = Interpolate(jzbSel,hist);
471		Float_t effp = Interpolate(jzbSel*(1.+systematic),hist);
472		Float_t effm = Interpolate(jzbSel*(1.-systematic),hist);
473	<	if(!automatized) dout << "  efficiency at JZB==" << jzbSel*(1.+systematic)  << "(-"<<syst*100<<"%) : " << effp << " (" << ((effp-eff)/eff)*100. << "%)"  << std::endl;
473	>	if(!automatized) dout << "  efficiency at JZB==" << jzbSel*(1.+systematic)  << "(-"<<systematic*100<<"%) : " << effp << " (" << ((effp-eff)/eff)*100. << "%)"  << std::endl;
474		if(!automatized) dout << "  efficiency at JZB==" << jzbSel  << ": " << eff << std::endl;
475	<	if(!automatized) dout << "  efficiency at JZB==" << jzbSel*(1.-systematic)  << "(-"<<syst*100<<"%) : " << effm << " (" << ((effm-eff)/eff)*100. << "%)"  << std::endl;
475	>	if(!automatized) dout << "  efficiency at JZB==" << jzbSel*(1.-systematic)  << "(-"<<systematic*100<<"%) : " << effm << " (" << ((effm-eff)/eff)*100. << "%)"  << std::endl;
476		up=((effp-eff)/eff);
477		down=((effm-eff)/eff);
478		}
#	Line 424 | Line 482 | void doJZBscale(TTree *events, float &do
482		void JZBresponse(TTree *events, bool requireZ, float &resp, float &resperr, string addcut="",bool isMET = kFALSE, Float_t myJzbMax = 200., Int_t nPeriods = 9 ) {
483
484		jzbMin = 20;
485	<	TCut kbase("abs(genMll-91.2)<20&&genZPt>0&&genNjets>2");
485	>	flag_this_change(__FUNCTION__,__LINE__,false);//PlottingSetup::RestrictToMassPeak
486	>	TCut kbase(genMassCut&&"genZPt>0&&genNjets>2");
487		if(addcut!="") kbase=kbase&&addcut.c_str();//this is mostly for SUSY scans (adding requirements on masses)
488	<	if(requireZ) kbase=kbase&&"TMath::Abs(genMID)==23";
489	<	TCut ksel("abs(mll-91.2)<20&&((id1+1)*(id2+1)*ch1*ch2)!=-2");
488	>	flag_this_change(__FUNCTION__,__LINE__,false);//PlottingSetup::RestrictToMassPeak
489	>	if(requireZ&&PlottingSetup::RestrictToMassPeak) kbase=kbase&&"TMath::Abs(genMID)==23";
490	>	flag_this_change(__FUNCTION__,__LINE__,false);//PlottingSetup::RestrictToMassPeak
491	>	TCut ksel(cutmass&&cutOSSF);
492
493		TProfile* hJzbResp = new TProfile("hJzbResp","JZB response  ; JZB true (GeV/c); JZB reco. / JZB true", nPeriods, jzbMin, myJzbMax, "" );
494
#	Line 438 | Line 499 | void JZBresponse(TTree *events, bool req
499		hJzbResp->SetMinimum(0.2);
500		hJzbResp->Fit("pol0","Q");
501		TF1 *fittedfunction = hJzbResp->GetFunction("pol0");
502	<	resp=fittedfunction->GetParameter(0);
503	<	resperr=fittedfunction->GetParError(0);
504	<	if(!automatized) dout << "  Response: " << resp << " +/- " << resperr << endl;
502	>	if(!fittedfunction) {
503	>	// in case there are not enough points passing our selection
504	>	cout << "OOPS response function invalid, assuming 100% error !!!!" << endl;
505	>	resp=1;
506	>	resperr=1;
507	>	} else {
508	>	resp=fittedfunction->GetParameter(0);
509	>	resperr=fittedfunction->GetParError(0);
510	>	if(!automatized) dout << "  Response: " << resp << " +/- " << resperr << endl;
511	>	}
512		delete hJzbResp;
513		}
514
#	Line 478 | Line 546 | void do_systematics_for_one_file(TTree *
546		float triggereff=5.0/100;// in range [0,1]
547		dout << "Trigger efficiency not implemented in this script  yet, still using external one" << endl;
548		float leptonseleff=2.0/100;// in range [0,1]
549	+	leptonseleff=TMath::Sqrt(leptonseleff*leptonseleff+leptonseleff*leptonseleff); // because the 2% is per lepton
550		dout << "Lepton selection efficiency not implemented in this script  yet, still using external one" << endl;
551
552		int NPdfs=0;
#	Line 485 | Line 554 | void do_systematics_for_one_file(TTree *
554
555		float mceff,mcefferr,jzbeff,jzbefferr;
556		if(!automatized) dout << "MC efficiencies:" << endl;
557	<	MCefficiency(events,mceff,mcefferr,mcjzb,requireZ,Neventsinfile,addcut,-1);
558	<	JZBefficiency(events,informalname,jzbeff,jzbefferr,requireZ,addcut);
557	>	Value mceff_nosigcont = MCefficiency(events,mceff,mcefferr,mcjzb,requireZ,Neventsinfile,addcut,-1);
558	>	if(!automatized) cout << "   Without signal contamination, we find an efficiency of " << mceff_nosigcont << endl;
559	>
560	>	if(PlottingSetup::computeJZBefficiency) JZBefficiency(events,informalname,jzbeff,jzbefferr,requireZ,addcut);
561		if(!automatized) dout << "JZB efficiency: " << jzbeff << "+/-" << jzbefferr << endl;
562
563		if(!automatized) dout << "Error from Peak position:" << endl;
#	Line 503 | Line 574 | void do_systematics_for_one_file(TTree *
574
575		if(!automatized) dout << "JZB response: " << std::endl;
576		float resp,resperr;
577	<	JZBresponse(events,requireZ,resp,resperr,addcut);
577	>	if(PlottingSetup::computeJZBresponse) {
578	>	if(!automatized) dout << "JZB response: " << std::endl;
579	>	JZBresponse(events,requireZ,resp,resperr,addcut);
580	>	}
581
582		if(!automatized) dout << "Pileup: " << std::endl;
583	<	float resolution=pileup(events,requireZ,informalname,addcut);
583	>	float resolution;
584	>	resolution=pileup(events,requireZ,informalname,addcut);
585
586		float PDFuncert=0;
587	+	if(!automatized) dout << "Assessing PDF uncertainty: " << std::endl;
588		if(ismSUGRA) PDFuncert = get_pdf_uncertainty(events, mcjzb, requireZ, Neventsinfile, NPdfs, addcut);
589
590		dout << "_______________________________________________" << endl;
#	Line 523 | Line 599 | void do_systematics_for_one_file(TTree *
599		dout << "Resolution : " << resolution << endl; // in range [0,1]
600		dout << "From peak : " << sysfrompeak << endl; // in range [0,1]
601		if(ismSUGRA) dout << "PDF uncertainty  : " << PDFuncert << endl; // in range [0,1]
602	<	dout << "JZB efficiency: " << jzbeff << "+/-" << jzbefferr << " (not yet included below) " << endl; // in range [0,1]
603	<	dout << "JZB response  : " << resp << " +/-" << resperr << " (not yet included below) " << endl; // in range [0,1]
602	>	if(PlottingSetup::computeJZBefficiency) dout << "JZB efficiency: " << jzbeff << "+/-" << jzbefferr << " (not yet included below) " << endl; // in range [0,1]
603	>	if(PlottingSetup::computeJZBresponse)dout << "JZB response  : " << resp << " +/-" << resperr << " (not yet included below) " << endl; // in range [0,1]
604
605		float toterr=0;
606		toterr+=(triggereff)*(triggereff);
#	Line 540 | Line 616 | void do_systematics_for_one_file(TTree *
616
617		dout << "FINAL RESULT : " << 100*mceff << " +/- "<< 100*mcefferr << " (stat) +/- " << 100*systerr << " (syst)   %" << endl;
618		dout << "     we thus use the sqrt of the sum of the squares of the stat & syst err, which is : " << 100*toterr << endl;
619	+	dout << "_______________________________________________" << endl;
620
621		//Do not modify the lines below or mess with the order; this order is expected by all limit calculating functions!
622		vector<float> res;
#	Line 551 | Line 628 | void do_systematics_for_one_file(TTree *
628		if(fabs(jesup)>fabs(jesdown)) res.push_back(fabs(jesup)); else res.push_back(fabs(jesdown));
629		if(fabs(scaleup)>fabs(scaledown)) res.push_back(fabs(scaleup)); else res.push_back(fabs(scaledown));
630		res.push_back(fabs(resolution));
631	+	res.push_back(mceff_nosigcont.getValue());
632	+	res.push_back(mceff_nosigcont.getError());
633		if(ismSUGRA) res.push_back(PDFuncert);
634		results.push_back(res);
635		}

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