ViewVC Help
View File | Revision Log | Show Annotations | Root Listing
root/cvsroot/UserCode/cbrown/AnalysisFramework/Plotting/Modules/Systematics.C
(Generate patch)

Comparing UserCode/cbrown/AnalysisFramework/Plotting/Modules/Systematics.C (file contents):
Revision 1.9 by buchmann, Fri Jul 22 10:14:16 2011 UTC vs.
Revision 1.33 by buchmann, Mon Sep 26 15:09:41 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 157 | Line 159 | TH1F* plotEff(TTree* events, TCut kbase,
159  
160  
161   //________________________________________________________________________________________
162 + // Master Formula
163 + void master_formula(std::vector<float> eff, float &errHi, float &errLo) {
164 +
165 +  float x0 = eff[0];
166 +  float deltaPos = 0, deltaNeg = 0;
167 +  for(int k = 0; k < (eff.size()-1)/2; k++) {
168 +    float xneg = eff[2*k+2];
169 +    float xpos = eff[2*k+1];
170 +    if(xpos-x0>0 || xneg-x0>0) {
171 +      if(xpos-x0 > xneg-x0) {
172 +        deltaPos += (xpos-x0)*(xpos-x0);
173 +      } else {
174 +        deltaPos += (xneg-x0)*(xneg-x0);
175 +      }
176 +    }
177 +    if(x0-xpos>0 || x0-xneg>0) {
178 +      if(x0-xpos > x0-xneg) {
179 +        deltaNeg += (xpos-x0)*(xpos-x0);
180 +      } else {
181 +        deltaNeg += (xneg-x0)*(xneg-x0);
182 +      }
183 +    }
184 +  }
185 +  errHi = sqrt(deltaPos);
186 +  errLo = sqrt(deltaNeg);
187 +
188 + }
189 +
190 +
191 + //________________________________________________________________________________________
192 + // Get normalization factor for the PDFs
193 + float get_norm_pdf_factor(TTree *events, int k) {
194 +
195 +  TH1F *haux = new TH1F("haux", "", 10000, 0, 5);
196 +  char nameVar[20];
197 +  sprintf(nameVar, "pdfW[%d]", k);
198 +  events->Project("haux", nameVar);
199 +  float thisW = haux->Integral();
200 +  events->Project("haux", "pdfW[0]");
201 +  float normW = haux->Integral();
202 +
203 +  float factor=thisW/normW;
204 +
205 +  delete haux;
206 +
207 +  return factor;
208 +
209 + }
210 +
211 +
212 +
213 + //________________________________________________________________________________________
214   // Pile-up efficiency
215 < float pileup(TTree *events, bool requireZ, string informalname, Float_t myJzbMax = 140. ) {
215 > float pileup(TTree *events, bool requireZ, string informalname, string addcut="",Float_t myJzbMax = 140. ) {
216          nBins = 16;
217          jzbMax = myJzbMax;
218          
219          // Acceptance cuts
220          TCut kbase("abs(genMll-91.2)<20&&genNjets>2&&genZPt>0&&abs(mll-91.2)<20&&((id1+1)*(id2+1)*ch1*ch2)!=-2");
221 +        if(addcut!="") kbase=kbase&&addcut.c_str();//this is mostly for SUSY scans (adding requirements on masses)
222 +        
223          if(requireZ) kbase=kbase&&"TMath::Abs(genMID)==23";
224          TH1F* hLM4 = plotEff(events,kbase,informalname);
225          hLM4->SetMinimum(0.);
# Line 180 | Line 236 | float pileup(TTree *events, bool require
236          if(!automatized) dout << "  PU: " << funcUp->Eval(jzbSel) << " " <<  func->Eval(jzbSel)
237          << "(" << (funcUp->Eval(jzbSel)-func->Eval(jzbSel))/func->Eval(jzbSel)*100. << "%)" << std::endl;
238          
239 <        return (funcUp->Eval(jzbSel)-func->Eval(jzbSel))/func->Eval(jzbSel)*100.;
239 >        return (funcUp->Eval(jzbSel)-func->Eval(jzbSel))/func->Eval(jzbSel);
240          
241   }
242  
243   //____________________________________________________________________________________
244   // Effect of peak shifting
245 < void PeakError(TTree *events,float &result, string mcjzb, float peakerr) {
245 > void PeakError(TTree *events,float &result, string mcjzb, float peakerr,string addcut="") {
246          TString peakup("("+TString(mcjzb)+"+"+TString(any2string(TMath::Abs(peakerr)))+")"+geq_or_leq()+TString(any2string(jzbSel)));
247          TString peakdown("("+TString(mcjzb)+"-"+TString(any2string(TMath::Abs(peakerr)))+")"+geq_or_leq()+TString(any2string(jzbSel)));
248          TString peakcentral("("+TString(mcjzb)+")"+geq_or_leq()+TString(any2string(jzbSel)));
# Line 209 | Line 265 | void PeakError(TTree *events,float &resu
265              poscut=peakup;
266              negcut=npeakup;
267            }
268 <          float res=allcontributionsplot(events,cutnJets,cutmass,sidebandcut,poscut.c_str(),negcut.c_str());
268 >          float res;
269 >          if(addcut=="") res=allcontributionsplot(events,cutnJets,cutmass,sidebandcut,poscut.c_str(),negcut.c_str());
270 >          else res=allcontributionsplot(events,cutnJets&&addcut.c_str(),cutmass,sidebandcut,poscut.c_str(),negcut.c_str());
271            if(i==0) rescent=res;
272            else if(i==1) resdown=res;
273            else if(i==2) resup=res;
274          }
275 <        if(TMath::Abs(rescent-resup)>TMath::Abs(rescent-resdown)) result=(TMath::Abs(rescent-resup)/rescent)*100;
276 <        else result=(TMath::Abs(rescent-resdown)/rescent)*100;
275 >        if(TMath::Abs(rescent-resup)>TMath::Abs(rescent-resdown)) result=(TMath::Abs(rescent-resup)/rescent);
276 >        else result=(TMath::Abs(rescent-resdown)/rescent);
277   }
278  
279   //____________________________________________________________________________________
280   // Total selection efficiency (MC)
281 < void MCefficiency(TTree *events,float &result, float &resulterr,string mcjzb,bool requireZ,string addcut="") {
281 > //returns the efficiency WITHOUT signal contamination, and the result and resulterr contain the result and the corresponding error
282 > Value MCefficiency(TTree *events,float &result, float &resulterr,string mcjzb,bool requireZ,int Neventsinfile, string addcut="", int k = 0) {
283          
284          char jzbSelStr[256]; sprintf(jzbSelStr,"%f",jzbSel);
285          // All acceptance cuts at gen. level
286 <        TCut kbase("abs(genMll-91.2)<20&&genNjets>2&&genZPt>0&&genJZB"+geq_or_leq()+TString(jzbSelStr)+"&&genId1==-genId2");
286 >        //TCut kbase("abs(genMll-91.2)<20&&genNjets>2&&genZPt>0&&genJZB"+geq_or_leq()+TString(jzbSelStr)+"&&genId1==-genId2");
287 >        TCut kbase("");
288          if(requireZ) kbase=kbase&&"TMath::Abs(genMID)==23";
289          if(addcut!="") kbase=kbase&&addcut.c_str();//this is mostly for SUSY scans (adding requirements on masses)
290          // Corresponding reco. cuts
291 <        TCut ksel("abs(mll-91.2)<20&&id1==id2&&"+TString(mcjzb)+geq_or_leq()+TString(jzbSelStr));
292 <        
293 <        events->Draw(mcjzbexpression.c_str(),kbase&&ksel,"goff");
294 <        Float_t sel = events->GetSelectedRows();
295 <        events->Draw(mcjzbexpression.c_str(),kbase,"goff");
296 <        Float_t tot = events->GetSelectedRows();
297 <        
298 <        result=sel/tot;
299 <        resulterr=TMath::Sqrt(sel/tot*(1-sel/tot)/tot);
300 <        if(!automatized) dout << "  MC efficiency: " << result << "+-" << resulterr << std::endl;
291 >        TCut ksel("pfJetGoodNum>2&&abs(mll-91.2)<20&&id1==id2&&"+TString(mcjzb)+geq_or_leq()+TString(jzbSelStr));
292 >        TCut ksel2("pfJetGoodNum>2&&abs(mll-91.2)<20&&id1==id2&&"+TString(mcjzb)+ngeq_or_leq()+TString("-")+TString(jzbSelStr));
293 >        TCut posSide = kbase&&ksel;
294 >        TCut negSide = kbase&&ksel2;
295 >        string sposSide(posSide);
296 >        string snegSide(negSide);
297 >        char var[20];
298 >        sprintf(var, "pdfW[%d]", k);
299 >        string svar(var);
300 >        string newPosSide = "(" + sposSide + ")*" + svar;
301 >        string newNegSide = "(" + snegSide + ")*" + svar;
302 >
303 >        TH1F *effh= new TH1F("effh","effh",1,-14000,14000);
304 >        if(k>=0)events->Draw((mcjzbexpression+">>effh").c_str(), newPosSide.c_str(),"goff");
305 >        else events->Draw((mcjzbexpression+">>effh").c_str(), sposSide.c_str(),"goff");
306 >        Float_t sel = effh->Integral();
307 >        Float_t nsel=0;
308 >        if(ConsiderSignalContaminationForLimits) {
309 >          if(k>=0)events->Draw((mcjzbexpression+">>effh").c_str(), newNegSide.c_str(),"goff");
310 >          else events->Draw((mcjzbexpression+">>effh").c_str(), snegSide.c_str(),"goff");
311 >          nsel = effh->Integral();
312 >        }
313 >        //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.
314 >        float normFactor = 1;
315 >        if(k>=0) get_norm_pdf_factor(events, k);
316 >        sel = sel/normFactor;
317 >        nsel = nsel/normFactor;
318 >
319 > //      events->Draw(mcjzbexpression.c_str(),kbase,"goff");
320 > //      Float_t tot = events->GetSelectedRows();
321 >        Float_t tot = Neventsinfile;
322 >        
323 >        Value result_wo_signalcont;
324 >
325 >        if(ConsiderSignalContaminationForLimits) {
326 >          result=(sel-nsel)/tot;
327 >          resulterr=(1.0/tot)*TMath::Sqrt(sel+nsel+(sel-nsel)*(sel-nsel)/tot);
328 >          result_wo_signalcont=Value(sel/tot,TMath::Sqrt(sel/tot*(1+sel/tot)/tot));
329 >        } else {//no signal contamination considered:
330 >          result=(sel)/tot;
331 >          resulterr=TMath::Sqrt(sel/tot*(1+sel/tot)/tot);
332 >          result_wo_signalcont=Value(result,resulterr);
333 >        }
334 >        if(!automatized && k>0 ) dout << "PDF assessment: ";
335 >        if(!automatized) dout << "  MC efficiency: " << result << "+-" << resulterr << "  ( JZB>" << jzbSel << " : " << sel << " , JZB<-" << jzbSel << " : " << nsel << " and nevents=" << tot << ") with normFact=" << normFactor << std::endl;
336 >        delete effh;
337 > }
338 >
339 >
340 > //____________________________________________________________________________________
341 > // Selection efficiency for one process (MC)
342 > vector<float> processMCefficiency(TTree *events,string mcjzb,bool requireZ,int Neventsinfile, string addcut) {
343 >  vector<float> process_efficiencies;
344 >  for(int iprocess=0;iprocess<=10;iprocess++) {
345 >    float this_process_efficiency,efferr;
346 >    stringstream addcutplus;
347 >    addcutplus<<addcut<<"&&(process=="<<iprocess<<")";
348 >    MCefficiency(events,this_process_efficiency, efferr,mcjzb,requireZ,Neventsinfile, addcutplus.str(),-1);
349 >    process_efficiencies.push_back(this_process_efficiency);
350 >  }
351 >  return process_efficiencies;
352   }
353 +        
354  
355 < void JZBefficiency(TTree *events, string informalname, float &jzbeff, float &jzbefferr, bool requireZ) {
355 > void JZBefficiency(TTree *events, string informalname, float &jzbeff, float &jzbefferr, bool requireZ, string addcut="") {
356          TCut kbase("abs(genMll-91.2)<20&&genNjets>2&&genZPt>0&&abs(mll-91.2)<20&&((id1+1)*(id2+1)*ch1*ch2)!=-2");
357 +        if(addcut!="") kbase=kbase&&addcut.c_str();//this is mostly for SUSY scans (adding requirements on masses)
358          if(requireZ) kbase=kbase&&"TMath::Abs(genMID)==23";
359          TH1F* hLM4 = plotEff(events,kbase,informalname);
360          Int_t bin = hLM4->FindBin(jzbSel); // To get the error
# Line 253 | Line 366 | void JZBefficiency(TTree *events, string
366  
367   //________________________________________________________________________
368   // Effect of energy scale on efficiency
369 < void JZBjetScale(TTree *events, float &jesdown, float &jesup, string informalname,bool requireZ,float syst=0.1, Float_t jzbSelection=-1, TString plotName = "" ) {
369 > void JZBjetScale(TTree *events, float &jesdown, float &jesup, string informalname,bool requireZ,string addcut="",float syst=0.1, Float_t jzbSelection=-1, TString plotName = "" ) {
370          TCut kbase("abs(genMll-91.2)<20&&genZPt>0");
371 +        if(addcut!="") kbase=kbase&&addcut.c_str();//this is mostly for SUSY scans (adding requirements on masses)
372          if(requireZ) kbase=kbase&&"TMath::Abs(genMID)==23";
373  
374          TCut ksel("abs(mll-91.2)<20&&((id1+1)*(id2+1)*ch1*ch2)!=-2");
# Line 283 | Line 397 | void JZBjetScale(TTree *events, float &j
397          if(!automatized) dout << "    JESup: " << effp << " (" << (effp-eff)/eff*100. << "%)" << std::endl;
398          if(!automatized) dout << "    central:  " << eff << std::endl;
399          if(!automatized) dout << "    JESdown: " << effm << " (" << (effm-eff)/eff*100. << "%)" << std::endl;
400 <        jesup=(effp-eff)/eff*100.;
401 <        jesdown=(effm-eff)/eff*100.;
400 >        jesup=(effp-eff)/eff;
401 >        jesdown=(effm-eff)/eff;
402   }
403  
404   //________________________________________________________________________
405   // Effect of energy scale on JZB efficiency
406 < void doJZBscale(TTree *events, float &down, float &up, float &syst, float systematic, string informalname, bool requireZ) {
406 > void doJZBscale(TTree *events, float &down, float &up, float &syst, float systematic, string informalname, bool requireZ, string addcut) {
407          
408          TCut kbase("abs(genMll-91.2)<20&&genZPt>0&&genNjets>2");
409 +        if(addcut!="") kbase=kbase&&addcut.c_str();//this is mostly for SUSY scans (adding requirements on masses)
410          if(requireZ) kbase=kbase&&"TMath::Abs(genMID)==23";
411          TCut ksel("abs(mll-91.2)<20&&((id1+1)*(id2+1)*ch1*ch2)!=-2");
412          
# Line 305 | Line 420 | void doJZBscale(TTree *events, float &do
420          Float_t eff  = Interpolate(jzbSel,hist);
421          Float_t effp = Interpolate(jzbSel*(1.+systematic),hist);
422          Float_t effm = Interpolate(jzbSel*(1.-systematic),hist);
423 <        if(!automatized) dout << "  efficiency at JZB==" << jzbSel*(1.+systematic)  << "(-"<<syst*100<<"%) : " << effp << " (" << ((effp-eff)/eff)*100. << "%)"  << std::endl;
423 >        if(!automatized) dout << "  efficiency at JZB==" << jzbSel*(1.+systematic)  << "(-"<<systematic*100<<"%) : " << effp << " (" << ((effp-eff)/eff)*100. << "%)"  << std::endl;
424          if(!automatized) dout << "  efficiency at JZB==" << jzbSel  << ": " << eff << std::endl;
425 <        if(!automatized) dout << "  efficiency at JZB==" << jzbSel*(1.-systematic)  << "(-"<<syst*100<<"%) : " << effm << " (" << ((effm-eff)/eff)*100. << "%)"  << std::endl;
426 <        up=((effp-eff)/eff)*100;
427 <        down=((effm-eff)/eff)*100;
425 >        if(!automatized) dout << "  efficiency at JZB==" << jzbSel*(1.-systematic)  << "(-"<<systematic*100<<"%) : " << effm << " (" << ((effm-eff)/eff)*100. << "%)"  << std::endl;
426 >        up=((effp-eff)/eff);
427 >        down=((effm-eff)/eff);
428   }
429  
430   //________________________________________________________________________
431   // JZB response (true/reco. vs. true)
432 < void JZBresponse(TTree *events, bool requireZ, float &resp, float &resperr, bool isMET = kFALSE, Float_t myJzbMax = 200., Int_t nPeriods = 9 ) {
432 > void JZBresponse(TTree *events, bool requireZ, float &resp, float &resperr, string addcut="",bool isMET = kFALSE, Float_t myJzbMax = 200., Int_t nPeriods = 9 ) {
433          
434          jzbMin = 20;
435          TCut kbase("abs(genMll-91.2)<20&&genZPt>0&&genNjets>2");
436 +        if(addcut!="") kbase=kbase&&addcut.c_str();//this is mostly for SUSY scans (adding requirements on masses)
437          if(requireZ) kbase=kbase&&"TMath::Abs(genMID)==23";
438          TCut ksel("abs(mll-91.2)<20&&((id1+1)*(id2+1)*ch1*ch2)!=-2");
439          
# Line 330 | Line 446 | void JZBresponse(TTree *events, bool req
446          hJzbResp->SetMinimum(0.2);
447          hJzbResp->Fit("pol0","Q");
448          TF1 *fittedfunction = hJzbResp->GetFunction("pol0");
449 <        resp=fittedfunction->GetParameter(0);
450 <        resperr=fittedfunction->GetParError(0);
451 <        if(!automatized) dout << "  Response: " << resp << " +/- " << resperr << endl;
449 >        if(!fittedfunction) {
450 >                // in case there are not enough points passing our selection
451 >                cout << "OOPS response function invalid, assuming 100% error !!!!" << endl;
452 >                resp=1;
453 >                resperr=1;
454 >        } else {
455 >                resp=fittedfunction->GetParameter(0);
456 >                resperr=fittedfunction->GetParError(0);
457 >                if(!automatized) dout << "  Response: " << resp << " +/- " << resperr << endl;
458 >        }
459          delete hJzbResp;
460   }
461  
462  
463 < void do_systematics_for_one_file(TTree *events,string informalname, vector<vector<float> > &results,string mcjzb,string datajzb,float peakerror,bool requireZ=false) {
463 > //________________________________________________________________________________________
464 > // PDF uncertainty  
465 > float get_pdf_uncertainty(TTree *events, string mcjzb, bool requireZ, int Neventsinfile, int NPdfs, string addcut="") {
466 >  std::vector<float> efficiency;
467 >  for(int k = 1; k < NPdfs; k++) {
468 >    float result, resulterr;
469 >    MCefficiency(events, result, resulterr, mcjzb, requireZ, Neventsinfile, addcut, k);  
470 >    efficiency.push_back(result);
471 >  }
472 >  float errHi, errLow,err;
473 >  master_formula(efficiency, errHi, errLow);
474 >  err=errLow;
475 >  if(errHi>errLow) err=errHi;
476 >  if(!automatized) dout << "  Uncertainty from PDF: " << errLow << " (low) and " << errHi << "(high) ---> Picked " << err << endl;
477 >  return err;
478 >
479 > }
480 >
481 > int get_npdfs(TTree *events) {
482 >  int NPDFs;
483 >  events->SetBranchAddress("NPdfs",&NPDFs);
484 >  events->GetEntry(1);
485 >  return NPDFs;
486 > }
487    
488 +
489 + void do_systematics_for_one_file(TTree *events,int Neventsinfile,string informalname, vector<vector<float> > &results,string mcjzb,string datajzb,float peakerror,bool requireZ=false, string addcut="", bool ismSUGRA=false) {
490    float JetEnergyScaleUncert=0.1;
491    float JZBScaleUncert=0.1;
492    mcjzbexpression=mcjzb;
493 <  
346 <  float triggereff=4;//percent!
493 >  float triggereff=5.0/100;// in range [0,1]
494    dout << "Trigger efficiency not implemented in this script  yet, still using external one" << endl;
495 <  float leptonseleff=2;//percent!
495 >  float leptonseleff=2.0/100;// in range [0,1]
496 >  leptonseleff=TMath::Sqrt(leptonseleff*leptonseleff+leptonseleff*leptonseleff); // because the 2% is per lepton
497    dout << "Lepton selection efficiency not implemented in this script  yet, still using external one" << endl;
498    
499 +  int NPdfs=0;
500 +  if(ismSUGRA) NPdfs = get_npdfs(events);
501 +  
502    float mceff,mcefferr,jzbeff,jzbefferr;
503    if(!automatized) dout << "MC efficiencies:" << endl;
504 <  MCefficiency(events,mceff,mcefferr,mcjzb,requireZ);
505 <  JZBefficiency(events,informalname,jzbeff,jzbefferr,requireZ);
504 >  MCefficiency(events,mceff,mcefferr,mcjzb,requireZ,Neventsinfile,addcut,-1);
505 >  if(PlottingSetup::computeJZBefficiency) JZBefficiency(events,informalname,jzbeff,jzbefferr,requireZ,addcut);
506    if(!automatized) dout << "JZB efficiency: " << jzbeff << "+/-" << jzbefferr << endl;
507    
508    if(!automatized) dout << "Error from Peak position:" << endl;
509    float sysfrompeak=0;
510 <  PeakError(events,sysfrompeak,mcjzb,peakerror);
510 >  PeakError(events,sysfrompeak,mcjzb,peakerror,addcut);
511      
512    if(!automatized) dout << "Jet energy scale: " << std::endl;
513    float jesup,jesdown;
514 <  JZBjetScale(events,jesdown,jesup,informalname,JetEnergyScaleUncert,requireZ);
514 >  JZBjetScale(events,jesdown,jesup,informalname,requireZ,addcut,JetEnergyScaleUncert);
515    
516    if(!automatized) dout << "JZB scale: " << std::endl;
517    float scaleup,scaledown,scalesyst;
518 <  doJZBscale(events,scaledown,scaleup,scalesyst,JZBScaleUncert,informalname,requireZ);
518 >  doJZBscale(events,scaledown,scaleup,scalesyst,JZBScaleUncert,informalname,requireZ,addcut);
519    
520    if(!automatized) dout << "JZB response: " << std::endl;
521    float resp,resperr;
522 <  JZBresponse(events,requireZ,resp,resperr);
522 >  if(PlottingSetup::computeJZBresponse) {
523 >        if(!automatized) dout << "JZB response: " << std::endl;
524 >        JZBresponse(events,requireZ,resp,resperr,addcut);
525 >  }
526  
527    if(!automatized) dout << "Pileup: " << std::endl;
528 <  float resolution=pileup(events,requireZ,informalname);
529 <  
528 >  float resolution;
529 >  resolution=pileup(events,requireZ,informalname,addcut);
530 >
531 >  float PDFuncert=0;
532 >  if(!automatized) dout << "Assessing PDF uncertainty: " << std::endl;
533 >  if(ismSUGRA) PDFuncert = get_pdf_uncertainty(events, mcjzb, requireZ, Neventsinfile, NPdfs, addcut);
534 >
535    dout << "_______________________________________________" << endl;
536 <  dout << "                 SUMMARY FOR " << informalname << " with JZB>" << jzbSel << "  (all in %) " << endl;
537 <  dout << "MC efficiency: " << 100*mceff << "+/-" << 100*mcefferr << endl;
538 <  dout << "Trigger efficiency: " << triggereff << endl;
539 <  dout << "Lepton Sel Eff: " << leptonseleff << endl;
540 <  dout << "Jet energy scale: " << jesup << " " << jesdown << endl;
541 <  dout << "JZB Scale Uncert: " << scaledown << " " << scaleup << endl;
542 <  dout << "Resolution : " << resolution << endl;
543 <  dout << "From peak : " << sysfrompeak << endl;
544 <  dout << "JZB efficiency: " << jzbeff << "+/-" << jzbefferr << " (not yet included below) " << endl;
545 <  dout << "JZB response  : " << resp << " +/-" << resperr << " (not yet included below) " << endl;
536 >  dout << "                 SUMMARY FOR " << informalname << " with JZB>" << jzbSel << "  (all in %) ";
537 >  if(addcut!="") dout << "With additional cut: " << addcut;
538 >  dout << endl;
539 >  dout << "MC efficiency: " << mceff << "+/-" << mcefferr << endl; // in range [0,1]
540 >  dout << "Trigger efficiency: " << triggereff << endl; // in range [0,1]
541 >  dout << "Lepton Sel Eff: " << leptonseleff << endl; // in range [0,1]
542 >  dout << "Jet energy scale: " << jesup << " " << jesdown << endl; // in range [0,1]
543 >  dout << "JZB Scale Uncert: " << scaledown << " " << scaleup << endl; // in range [0,1]
544 >  dout << "Resolution : " << resolution << endl; // in range [0,1]
545 >  dout << "From peak : " << sysfrompeak << endl; // in range [0,1]
546 >  if(ismSUGRA) dout << "PDF uncertainty  : " << PDFuncert << endl; // in range [0,1]
547 >  if(PlottingSetup::computeJZBefficiency) dout << "JZB efficiency: " << jzbeff << "+/-" << jzbefferr << " (not yet included below) " << endl; // in range [0,1]
548 >  if(PlottingSetup::computeJZBresponse)dout << "JZB response  : " << resp << " +/-" << resperr << " (not yet included below) " << endl; // in range [0,1]
549    
550    float toterr=0;
551 <  toterr+=(triggereff/100)*(triggereff/100);
552 <  toterr+=(leptonseleff/100)*(leptonseleff/100);
553 <  if(fabs(jesup)>fabs(jesdown)) toterr+=(jesup/100)*(jesup/100); else toterr+=(jesdown/100)*(jesdown/100);
554 <  if(fabs(scaleup)>fabs(scaledown)) toterr+=(scaleup/100)*(scaleup/100); else toterr+=(scaledown/100)*(scaledown/100);
555 <  toterr+=(resolution/100)*(resolution/100);
556 <  toterr+=(sysfrompeak/100)*(sysfrompeak/100);
557 <  toterr=TMath::Sqrt(toterr);
558 <  dout << "FINAL RESULT : " << 100*mceff << " +/- "<< 100*mcefferr << " (stat) +/- " << 100*toterr << " (syst)   %" << endl;
559 <  dout << "     we thus use the sqrt of the sum of the squares which is : " << 100*TMath::Sqrt(mcefferr*mcefferr+(toterr*toterr)) << endl;
551 >  toterr+=(triggereff)*(triggereff);
552 >  toterr+=(leptonseleff)*(leptonseleff);
553 >  if(fabs(jesup)>fabs(jesdown)) toterr+=(jesup*jesup); else toterr+=(jesdown*jesdown);
554 >  if(fabs(scaleup)>fabs(scaledown)) toterr+=(scaleup*scaleup); else toterr+=(scaledown*scaledown);
555 >  toterr+=(resolution*resolution);
556 >  toterr+=(sysfrompeak*sysfrompeak);
557 >  if(ismSUGRA) toterr+=(PDFuncert*PDFuncert);
558 >  dout << "TOTAL SYSTEMATICS: " << TMath::Sqrt(toterr) << " --> " << TMath::Sqrt(toterr)*mceff << endl;
559 >  float systerr=TMath::Sqrt(toterr)*mceff;
560 >  toterr=TMath::Sqrt(toterr*mceff*mceff+mcefferr*mcefferr);//also includes stat err!
561 >  
562 >  dout << "FINAL RESULT : " << 100*mceff << " +/- "<< 100*mcefferr << " (stat) +/- " << 100*systerr << " (syst)   %" << endl;
563 >  dout << "     we thus use the sqrt of the sum of the squares of the stat & syst err, which is : " << 100*toterr << endl;
564 >  
565 >  //Do not modify the lines below or mess with the order; this order is expected by all limit calculating functions!
566    vector<float> res;
567    res.push_back(jzbSel);
568    res.push_back(mceff);
569    res.push_back(mcefferr);
570    res.push_back(toterr);
571    res.push_back(TMath::Sqrt((mcefferr)*(mcefferr)+(toterr*toterr)));
572 <  
572 >  if(fabs(jesup)>fabs(jesdown)) res.push_back(fabs(jesup)); else res.push_back(fabs(jesdown));
573 >  if(fabs(scaleup)>fabs(scaledown)) res.push_back(fabs(scaleup)); else res.push_back(fabs(scaledown));
574 >  res.push_back(fabs(resolution));
575 >  if(ismSUGRA) res.push_back(PDFuncert);
576    results.push_back(res);
577   }
578  
# Line 413 | Line 584 | vector<vector<float> > compute_systemati
584        for(int ibin=0;ibin<bins.size();ibin++) {
585          jzbSel=bins[ibin];
586          geqleq="geq";
587 <        do_systematics_for_one_file((signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].samplename,systematics,mcjzb,datajzb,mcpeakerror,requireZ);
587 >        do_systematics_for_one_file((signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].Nentries,(signalsamples.collection)[isignal].samplename,systematics,mcjzb,datajzb,mcpeakerror,requireZ);
588        }//end of bin loop
589    }//end of signal loop
590    return systematics;

Diff Legend

Removed lines
+ Added lines
< Changed lines
> Changed lines