pair<double,double> bkgEvPerGeV(RooWorkspace *work, int m_hyp, int cat, int spin=false){
  
  RooRealVar *mass = (RooRealVar*)work->var("CMS_hgg_mass");
  if (spin) mass = (RooRealVar*)work->var("mass");
  mass->setRange(100,180);
  RooAbsPdf *pdf = (RooAbsPdf*)work->pdf(Form("pdf_data_pol_model_8TeV_cat%d",cat));
  RooAbsData *data = (RooDataSet*)work->data(Form("data_mass_cat%d",cat));
  RooPlot *tempFrame = mass->frame();
  data->plotOn(tempFrame,Binning(80));
  pdf->plotOn(tempFrame);
  RooCurve *curve = (RooCurve*)tempFrame->getObject(tempFrame->numItems()-1);
  double nombkg = curve->Eval(double(m_hyp));
 
  RooRealVar *nlim = new RooRealVar(Form("nlim%d",cat),"",0.,0.,1.e5);
  //double lowedge = tempFrame->GetXaxis()->GetBinLowEdge(FindBin(double(m_hyp)));
  //double upedge  = tempFrame->GetXaxis()->GetBinUpEdge(FindBin(double(m_hyp)));
  //double center  = tempFrame->GetXaxis()->GetBinUpCenter(FindBin(double(m_hyp)));

  nlim->setVal(nombkg);
  mass->setRange("errRange",m_hyp-0.5,m_hyp+0.5);
  RooAbsPdf *epdf = 0;
  epdf = new RooExtendPdf("epdf","",*pdf,*nlim,"errRange");
		
  RooAbsReal *nll = epdf->createNLL(*data,Extended(),NumCPU(4));
  RooMinimizer minim(*nll);
  minim.setStrategy(0);
  minim.setPrintLevel(-1);
  minim.migrad();
  minim.minos(*nlim);
  
  double error = (nlim->getErrorLo(),nlim->getErrorHi())/2.;
  data->Print(); 
  return pair<double,double>(nombkg,error); 
}
Exemplo n.º 2
0
double getMyNLL(RooRealVar *var, RooAbsPdf *pdf, RooDataHist *data){
  RooPlot *plot = var->frame();
  data->plotOn(plot);
  pdf->plotOn(plot);
  RooCurve *pdfCurve = (RooCurve*)plot->getObject(plot->numItems()-1);
  double sum=0.;
  for (int i=0; i<data->numEntries(); i++){
    double binCenter = data->get(i)->getRealValue("CMS_hgg_mass");
    double weight = data->weight();
    sum+=TMath::Log(TMath::Poisson(100.*weight,100.*pdfCurve->Eval(binCenter)));
  }
  return -1.*sum;
}