예제 #1
0
void reweight_eta_1d(TH1F* weight_eta,TH1F* weight_etao,TH2F*weight_etan,TH2F* weight_eta2o,TH2F* weight_etanr,TH2F*weight_eta2,RooDataSet **dset, RooDataSet *dsetdestination, int numvar){

  if (!(*dset)) return;

  TH1F *hnum = new TH1F("hnum","hnum",n_etabins_forreweighting,etabins_forreweighting);
 TH1F *hden = new TH1F("hden","hden",n_etabins_forreweighting,etabins_forreweighting);
//  TH1F *hnum = new TH1F("hnum","hnum",25,0.,2.5);
//  TH1F *hden = new TH1F("hden","hden",25,0.,2.5);
  hnum->Sumw2();
  hden->Sumw2();

  const char* etaname=Form("rooeta%d",numvar);

  for (int i=0; i<(*dset)->numEntries(); i++){
    hden->Fill(fabs((*dset)->get(i)->getRealValue(etaname)),(*dset)->store()->weight(i));
  }
  for (int i=0; i<dsetdestination->numEntries(); i++){
    hnum->Fill(fabs(dsetdestination->get(i)->getRealValue(etaname)),dsetdestination->store()->weight(i));
  }
  hnum->Scale(1.0/hnum->Integral());
  hden->Scale(1.0/hden->Integral());

  hnum->Divide(hden);
  TH1F *h = hnum;

  RooDataSet *newdset = new RooDataSet(**dset,Form("%s_etarew",(*dset)->GetName()));
  newdset->reset();
  for (int i=0; i<(*dset)->numEntries(); i++){
    RooArgSet args = *((*dset)->get(i));
    float oldw = (*dset)->store()->weight(i);
    float eta = args.getRealValue(etaname);
    float neww = oldw*h->GetBinContent(h->FindBin(fabs(eta)));
    if(debug){ 
		weight_eta->Fill(neww);	
		weight_etao->Fill(oldw);
		weight_etan->Fill(h->FindBin(fabs(eta)),neww);	
		weight_eta2o->Fill(h->FindBin(fabs(eta)),oldw);
		if(oldw!=0 && neww!=0)weight_etanr->Fill(h->FindBin(fabs(eta)),oldw/neww);
		else {weight_etanr->Fill(-10,1);}
	   // weight_pt2->Fill(pt,neww/oldw);
	   if(oldw!=0 && neww!=0)weight_eta2->Fill(fabs(eta),oldw/neww);
	   else {weight_eta2->Fill(-10,1);}
	}  
	  newdset->add(args,neww);
	  
	  }


  newdset->SetName((*dset)->GetName());
  newdset->SetTitle((*dset)->GetTitle());
  delete hnum; delete hden;

  RooDataSet *old_dset = *dset;
  *dset=newdset;
  std::cout << "Eta 1d rew: norm from " << old_dset->sumEntries() << " to " << newdset->sumEntries() << std::endl;

  delete old_dset;

};
예제 #2
0
void reweight_diphotonpt_1d(TH1F*weight_diphopt,TH1F*weight_diphopto,TH2F*weight_diphoptn,TH2F*weight_diphopt2o,TH2F*weight_diphoptnr, TH2F* weight_diphopt2,RooDataSet **dset, RooDataSet *dsetdestination){

  if (!(*dset)) return;
  if (!(dsetdestination)) return;
///numerator and denominator
  TH1F *hnum = new TH1F("hnum","hnum",n_diphoptbins_forreweighting,diphoptbins_forreweighting);
  TH1F *hden = new TH1F("hden","hden",n_diphoptbins_forreweighting,diphoptbins_forreweighting);
  hnum->Sumw2();
  hden->Sumw2();

     
// RooAbsData->get*() Load a given row of data

 //getRealValue Get value of a RooAbsReal stored in set with given name. If none is found, value of defVal is returned.
 for (int i=0; i<(*dset)->numEntries(); i++){
      hden->Fill(fabs((*dset)->get(i)->getRealValue("roodiphopt")),(*dset)->store()->weight(i));
  }
  for (int i=0; i<dsetdestination->numEntries(); i++){
    hnum->Fill(fabs(dsetdestination->get(i)->getRealValue("roodiphopt")),dsetdestination->store()->weight(i));
  }
 //normalize to one 
  hnum->Scale(1.0/hnum->Integral());
  hden->Scale(1.0/hden->Integral());
  hnum->Divide(hden);
  TH1F *h = hnum;
  RooDataSet *newdset = new RooDataSet(**dset,Form("%s_diphoptrew",(*dset)->GetName()));
  newdset->reset();
  assert(newdset);
  for (int i=0; i<(*dset)->numEntries(); i++){
    RooArgSet args = *((*dset)->get(i));
    float oldw = (*dset)->store()->weight(i);
    float diphopt = fabs((*dset)->get(i)->getRealValue("roodiphopt"));
    float neww = oldw*h->GetBinContent(h->FindBin(fabs(diphopt)));
    newdset->add(args,neww);
    if(debug){
		weight_diphopt->Fill(neww);
		weight_diphopto->Fill(oldw);
		weight_diphopt2o->Fill((h->FindBin(fabs(diphopt))),oldw);	
		weight_diphoptn->Fill((h->FindBin(fabs(diphopt))),neww);	
		if(oldw!=0)weight_diphoptnr->Fill(h->FindBin(fabs(diphopt)),oldw/neww);
		else {weight_diphoptnr->Fill(-10,1);}//cout << "dipho weight old 0" << endl;}
		if(oldw!=0)weight_diphopt2->Fill(diphopt,oldw/neww);
		else {weight_diphopt2->Fill(-10,1);}//cout << "dipho weight old 0" << endl;}
	 }
		}

  newdset->SetName((*dset)->GetName());
  newdset->SetTitle((*dset)->GetTitle());
  delete hnum; delete hden;
 
  RooDataSet *old_dset = *dset;
  *dset=newdset;
  std::cout << "Diphoton Pt 1d rew: norm from " << old_dset->sumEntries() << " to " << newdset->sumEntries() << std::endl;

  delete old_dset;

};
예제 #3
0
//2d reweighting of rho and its sigma
void reweight_rhosigma(TH1F* weight_rho, TH1F* weight_rhoo,TH2F*weight_rhon,TH2F*weight_rho2o,TH2F* weight_rhonr, TH2F* weight_rho2,TH2F*weight_sigman,TH2F*weight_sigma2o,TH2F* weight_sigmanr, TH2F* weight_sigma2,RooDataSet **dset, RooDataSet *dsetdestination, bool deleteold){
  if (!(*dset)) return;
//  TH2F *hnum = new TH2F("hnum","hnum",n_rhobins_forreweighting,rhobins_forreweighting,n_sigmabins_forreweighting,sigmabins_forreweighting);
//  TH2F *hden = new TH2F("hden","hden",n_rhobins_forreweighting,rhobins_forreweighting,n_sigmabins_forreweighting,sigmabins_forreweighting);
  TH2F *hnum = new TH2F("hnum","hnum",100,0,100,20,0,20);
  TH2F *hden = new TH2F("hden","hden",100,0,100,20,0,20);
  hnum->Sumw2();
  hden->Sumw2();
  for (int i=0; i<(*dset)->numEntries(); i++){
    hden->Fill(fabs((*dset)->get(i)->getRealValue("roorho")),fabs((*dset)->get(i)->getRealValue("roosigma")),(*dset)->store()->weight(i));
  }
  for (int i=0; i<dsetdestination->numEntries(); i++){
    hnum->Fill(fabs(dsetdestination->get(i)->getRealValue("roorho")),fabs(dsetdestination->get(i)->getRealValue("roosigma")),dsetdestination->store()->weight(i));
  }

  hnum->Scale(1.0/hnum->Integral());
  hden->Scale(1.0/hden->Integral());
//data/MC
  hnum->Divide(hden);
  TH2F *h = hnum;

  RooDataSet *newdset = new RooDataSet(**dset,Form("%s_rhosigmarew",(*dset)->GetName()));
  newdset->reset();
  for (int i=0; i<(*dset)->numEntries(); i++){
    RooArgSet args = *((*dset)->get(i));
    float oldw = (*dset)->store()->weight(i);
    float rho = args.getRealValue("roorho");
    float sigma = args.getRealValue("roosigma");
    float neww = oldw*h->GetBinContent(h->FindBin(rho,sigma));
	if(debug){
		weight_rho->Fill(neww);
		weight_rhoo->Fill(oldw);
		weight_rho2o->Fill(h->GetXaxis()->FindBin(rho),oldw);	
		weight_rhon->Fill(h->GetXaxis()->FindBin(rho),neww);	
		if(oldw!=0)weight_rhonr->Fill(h->GetXaxis()->FindBin(rho),oldw/neww);
		else {weight_rhonr->Fill(-10,1);}//cout << "dipho weight old 0" << endl;}
		if(oldw!=0)weight_rho2->Fill(rho,oldw/neww);
		weight_sigma2o->Fill(h->GetYaxis()->FindBin(sigma),oldw);	
		weight_sigman->Fill(h->GetYaxis()->FindBin(sigma),neww);	
		if(oldw!=0)weight_sigmanr->Fill(h->GetYaxis()->FindBin(sigma),oldw/neww);
		else {weight_sigmanr->Fill(-10,1);}//cout << "dipho weight old 0" << endl;}
		if(oldw!=0)weight_sigma2->Fill(sigma,oldw/neww);
	}
		newdset->add(args,neww);
	  }
	  newdset->SetName((*dset)->GetName());
	  newdset->SetTitle((*dset)->GetTitle());
	  delete hnum; delete hden;
	  RooDataSet *old_dset = *dset;
	  *dset=newdset;
	  std::cout << "RhoSigma2D rew: norm from " << old_dset->sumEntries() << " to " << newdset->sumEntries() << std::endl;
	  if (deleteold) delete old_dset;
	};