void printMassFrom2DParameters(RooWorkspace myws, TPad* Pad, bool isPbPb, string pdfName, bool isWeighted)
{
Pad->cd();
TLatex *t = new TLatex(); t->SetNDC(); t->SetTextSize(0.026); float dy = 0.025;
RooArgSet* Parameters = (RooArgSet*)myws.pdf(pdfName.c_str())->getParameters(RooArgSet(*myws.var("invMass"), *myws.var("ctau"), *myws.var("ctauErr")))->selectByAttrib("Constant",kFALSE);
TIterator* parIt = Parameters->createIterator();
for (RooRealVar* it = (RooRealVar*)parIt->Next(); it!=NULL; it = (RooRealVar*)parIt->Next() ) {
stringstream ss(it->GetName()); string s1, s2, s3, label;
getline(ss, s1, '_'); getline(ss, s2, '_'); getline(ss, s3, '_');
// Parse the parameter's labels
if(s1=="invMass" || s1=="ctauErr" || s1=="ctau"){continue;} else if(s1=="MassRatio"){continue;}
else if(s1=="One"){continue;} else if(s1=="mMin"){continue;} else if(s1=="mMax"){continue;}
if(s1=="RFrac2Svs1S"){ s1="R_{#psi(2S)/J/#psi}"; }
else if(s1=="rSigma21"){ s1="(#sigma_{2}/#sigma_{1})"; }
else if(s1.find("sigma")!=std::string::npos || s1.find("lambda")!=std::string::npos || s1.find("alpha")!=std::string::npos){
s1=Form("#%s",s1.c_str());
}
if(s2=="PbPbvsPP") { s2="PbPb/PP"; }
else if(s2=="Jpsi") { s2="J/#psi"; }
else if(s2=="Psi2S") { s2="#psi(2S)"; }
else if(s2=="Bkg") { s2="bkg"; }
else if(s2=="CtauRes") { continue; }
else if(s2=="JpsiNoPR") { continue; }
else if(s2=="JpsiPR") { continue; }
else if(s2=="Psi2SNoPR"){ continue; }
else if(s2=="Psi2SPR") { continue; }
else if(s2=="BkgNoPR") { continue; }
else if(s2=="BkgPR") { continue; }
else if(s2=="Bkg" && (s1=="N" || s1=="b")) { continue; }
else {continue;}
if(s3!=""){
label=Form("%s_{%s}^{%s}", s1.c_str(), s2.c_str(), s3.c_str());
}
else {
label=Form("%s^{%s}", s1.c_str(), s2.c_str());
}
// Print the parameter's results
if(s1=="N"){
t->DrawLatex(0.20, 0.76-dy, Form((isWeighted?"%s = %.6f#pm%.6f ":"%s = %.0f#pm%.0f "), label.c_str(), it->getValV(), it->getError())); dy+=0.045;
}
else if(s1.find("#sigma_{2}/#sigma_{1}")!=std::string::npos){
t->DrawLatex(0.20, 0.76-dy, Form("%s = %.3f#pm%.3f ", label.c_str(), it->getValV(), it->getError())); dy+=0.045;
}
else if(s1.find("sigma")!=std::string::npos){
t->DrawLatex(0.20, 0.76-dy, Form("%s = %.2f#pm%.2f MeV/c^{2}", label.c_str(), it->getValV()*1000., it->getError()*1000.)); dy+=0.045;
}
else if(s1.find("lambda")!=std::string::npos){
t->DrawLatex(0.20, 0.76-dy, Form("%s = %.4f#pm%.4f", label.c_str(), it->getValV(), it->getError())); dy+=0.045;
}
else if(s1.find("m")!=std::string::npos){
t->DrawLatex(0.20, 0.76-dy, Form("%s = %.5f#pm%.5f GeV/c^{2}", label.c_str(), it->getValV(), it->getError())); dy+=0.045;
}
else {
t->DrawLatex(0.20, 0.76-dy, Form("%s = %.4f#pm%.4f", label.c_str(), it->getValV(), it->getError())); dy+=0.045;
}
}
};
void logStatisticsPar(std::ostream& out, RooDataSet *dataSet, RooRealVar *realVar, int nBins, double chi2, const RooArgList &variables)
{
TH1 *histogram = dataSet->createHistogram(Form("h%s", dataSet->GetName()), *realVar, RooFit::Binning(nBins));
// Create the TeX file
out << "\\documentclass[10pt]{article}" << std::endl;
out << "\\usepackage[usenames]{color} %used for font color" << std::endl;
out << "\\usepackage{fontspec}" << std::endl;
out << "\\usepackage{xunicode}" << std::endl;
out << "\\usepackage{xltxtra}" << std::endl;
out << "\\defaultfontfeatures{Scale=MatchLowercase}" << std::endl;
out << "\\setromanfont[Mapping=tex-text]{Myriad Pro}" << std::endl;
out << "\\setsansfont[Mapping=tex-text]{Myriad Pro}" << std::endl;
out << "\\setmonofont{Monaco}" << std::endl;
out << "\\begin{document}" << std::endl;
out << "\\thispagestyle{empty}" << std::endl;
out << "\\setlength{\\tabcolsep}{1ex}" << std::endl;
out << "\\setlength{\\fboxsep}{0ex}" << std::endl;
out << "{\\fontsize{7pt}{0.9em}\\selectfont" << std::endl;
out << "\\framebox{\\begin{tabular*}{60pt}{l@{\\extracolsep{\\fill}}r}" << std::endl;
// This is the particular info for the histogram
out << "Entries & " ;
formatNumber(histogram->GetEntries(), out) << " \\\\" << std::endl;
out << "Mean & " ;
formatNumber(histogram->GetMean(), out) << " \\\\" << std::endl;
out << "RMS & " ;
formatNumber(histogram->GetRMS(), out) << " \\\\" << std::endl;
if (chi2 > 0.0) {
out << "Fit $\\chi^{2}$ & " ;
formatNumber(chi2, out) << " \\\\" << std::endl;
}
RooRealVar *theVariable;
for (int index = 0; index < variables.getSize(); index++) {
theVariable = dynamic_cast<RooRealVar*>(variables.find(variables[index].GetName()));
out << theVariable->GetTitle() << " & $\\textrm{" ;
formatNumber(theVariable->getValV(), out) << "} \\pm \\textrm{" ;
formatNumber(theVariable->getError(), out) << "}$ \\\\" << std::endl;
}
out << "\\end{tabular*}}}" << std::endl;
out << "\\end{document}" << std::endl;
histogram->Delete();
}
bool extractParameter(string fileName, const char* parName, pair<double,double>& value)
{
TFile *f = new TFile( fileName.c_str() );
if (!f) {
cout << "[Error] " << fileName << " not found" << endl; return false;
}
RooWorkspace *ws = (RooWorkspace*) f->Get("workspace");
if (!ws) {
cout << "[ERROR] Workspace not found in " << fileName << endl; return false;
}
RooRealVar *var = ws->var(parName);
if (!var) {
value = make_pair( -999.9 , -999.9 ); return true;
}
value = make_pair( var->getValV() , var->getError() );
return true;
}
void FitterUtils::generate()
{
//***************Get the PDFs from the workspace
TFile fw(workspacename.c_str(), "UPDATE");
RooWorkspace* workspace = (RooWorkspace*)fw.Get("workspace");
RooRealVar *B_plus_M = workspace->var("B_plus_M");
RooRealVar *misPT = workspace->var("misPT");
RooRealVar *T = workspace->var("T");
RooRealVar *n = workspace->var("n");
RooRealVar *expoConst = workspace->var("expoConst");
RooRealVar *trueExp = workspace->var("trueExp");
RooRealVar *fractionalErrorJpsiLeak = workspace->var("fractionalErrorJpsiLeak");
cout<<"VALUE OF T IN GENERATE: "<<T->getVal()<<" +- "<<T->getError()<<endl;
cout<<"VALUE OF n IN GENERATE: "<<n->getVal()<<" +- "<<n->getError()<<endl;
RooHistPdf *histPdfSignalZeroGamma = (RooHistPdf *) workspace->pdf("histPdfSignalZeroGamma");
RooHistPdf *histPdfSignalOneGamma = (RooHistPdf *) workspace->pdf("histPdfSignalOneGamma");
RooHistPdf *histPdfSignalTwoGamma = (RooHistPdf *) workspace->pdf("histPdfSignalTwoGamma");
RooHistPdf *histPdfPartReco = (RooHistPdf *) workspace->pdf("histPdfPartReco");
RooHistPdf *histPdfJpsiLeak(0);
if(nGenJpsiLeak>1) histPdfJpsiLeak = (RooHistPdf *) workspace->pdf("histPdfJpsiLeak");
RooAbsPdf *combPDF;
if (fit2D)
{
combPDF = new RooPTMVis("combPDF", "combPDF", *misPT, *B_plus_M, *T, *n, *expoConst);
}
else
{
combPDF = new RooExponential("combPDF", "combPDF", *B_plus_M, *expoConst);
}
double trueExpConst(trueExp->getValV());
expoConst->setVal(trueExpConst);
//***************Prepare generation
int nGenSignalZeroGamma(floor(nGenFracZeroGamma*nGenSignal));
int nGenSignalOneGamma(floor(nGenFracOneGamma*nGenSignal));
int nGenSignalTwoGamma(floor(nGenSignal-nGenSignalZeroGamma-nGenSignalOneGamma));
RooArgSet argset2(*B_plus_M);
if (fit2D) argset2.add(*misPT);
cout<<"Preparing the generation of events 1";
RooRandom::randomGenerator()->SetSeed();
RooAbsPdf::GenSpec* GenSpecSignalZeroGamma = histPdfSignalZeroGamma->prepareMultiGen(argset2, RooFit::Extended(1), NumEvents(nGenSignalZeroGamma)); cout<<" 2 ";
RooAbsPdf::GenSpec* GenSpecSignalOneGamma = histPdfSignalOneGamma->prepareMultiGen(argset2, RooFit::Extended(1), NumEvents(nGenSignalOneGamma)); cout<<" 3 ";
RooAbsPdf::GenSpec* GenSpecSignalTwoGamma = histPdfSignalTwoGamma->prepareMultiGen(argset2, RooFit::Extended(1), NumEvents(nGenSignalTwoGamma)); cout<<" 4 ";
RooAbsPdf::GenSpec* GenSpecPartReco = histPdfPartReco->prepareMultiGen(argset2, RooFit::Extended(1), NumEvents(nGenPartReco)); cout<<" 5 "<<endl;
RooAbsPdf::GenSpec* GenSpecComb = combPDF->prepareMultiGen(argset2, RooFit::Extended(1), NumEvents(nGenComb));
RooAbsPdf::GenSpec* GenSpecJpsiLeak(0);
if(nGenJpsiLeak>1) GenSpecJpsiLeak = histPdfJpsiLeak->prepareMultiGen(argset2, RooFit::Extended(1), NumEvents(nGenJpsiLeak));
cout<<"Variable loaded:"<<endl;
B_plus_M->Print(); expoConst->Print(); //B_plus_DTFM_M_zero->Print();
if (fit2D) misPT->Print();
//***************Generate some datasets
cout<<"Generating signal Zero Photon"<<endl;
RooDataSet* dataGenSignalZeroGamma = histPdfSignalZeroGamma->generate(*GenSpecSignalZeroGamma);//(argset, 250, false, true, "", false, true);
dataGenSignalZeroGamma->SetName("dataGenSignalZeroGamma"); dataGenSignalZeroGamma->SetTitle("dataGenSignalZeroGamma");
cout<<"Generating signal One Photon"<<endl;
RooDataSet* dataGenSignalOneGamma = histPdfSignalOneGamma->generate(*GenSpecSignalOneGamma);//(argset, 250, false, true, "", false, true);
dataGenSignalOneGamma->SetName("dataGenSignalOneGamma"); dataGenSignalOneGamma->SetTitle("dataGenSignalOneGamma");
cout<<"Generating signal two Photons"<<endl;
RooDataSet* dataGenSignalTwoGamma = histPdfSignalTwoGamma->generate(*GenSpecSignalTwoGamma);//(argset, 250, false, true, "", false, true);
dataGenSignalTwoGamma->SetName("dataGenSignalTwoGamma"); dataGenSignalTwoGamma->SetTitle("dataGenSignalTwoGamma");
cout<<"Generating combinatorial"<<endl;
RooDataSet* dataGenComb = combPDF->generate(*GenSpecComb);//(argset, 100, false, true, "", false, true);
dataGenComb->SetName("dataGenComb"); dataGenComb->SetTitle("dataGenComb");
cout<<"Generating PartReco"<<endl;
RooDataSet* dataGenPartReco = histPdfPartReco->generate(*GenSpecPartReco);//argset, 160, false, true, "", false, true);
dataGenPartReco->SetName("dataGenPartReco"); dataGenPartReco->SetTitle("dataGenPartReco");
RooDataSet* dataGenJpsiLeak(0);
if(nGenJpsiLeak>1)
{
cout<<"Generating Leaking JPsi"<<endl;
dataGenJpsiLeak = histPdfJpsiLeak->generate(*GenSpecJpsiLeak);//argset, 160, false, true, "", false, true);
dataGenJpsiLeak->SetName("dataGenJpsiLeak"); dataGenJpsiLeak->SetTitle("dataGenJpsiLeak");
}
//*************Saving the generated datasets in a workspace
RooWorkspace workspaceGen("workspaceGen", "workspaceGen");
workspaceGen.import(*dataGenSignalZeroGamma);
workspaceGen.import(*dataGenSignalOneGamma);
workspaceGen.import(*dataGenSignalTwoGamma);
workspaceGen.import(*dataGenComb);
workspaceGen.import(*dataGenPartReco);
if(nGenJpsiLeak>1) workspaceGen.import(*dataGenJpsiLeak);
workspaceGen.Write("", TObject::kOverwrite);
//delete workspace;
fw.Close();
delete dataGenSignalZeroGamma;
delete dataGenSignalOneGamma;
delete dataGenSignalTwoGamma;
delete dataGenComb;
delete dataGenPartReco;
if(nGenJpsiLeak>1) delete dataGenJpsiLeak;
delete GenSpecSignalZeroGamma;
delete GenSpecSignalOneGamma;
delete GenSpecSignalTwoGamma;
delete GenSpecComb;
delete GenSpecPartReco;
delete combPDF;
if(nGenJpsiLeak>1) delete GenSpecJpsiLeak;
delete histPdfSignalZeroGamma;
delete histPdfSignalOneGamma;
delete histPdfSignalTwoGamma;
delete histPdfPartReco;
if(nGenJpsiLeak>1) delete histPdfJpsiLeak;
}
void CreateDatacards(float XMIN, float XMAX, int CAT_MIN,int CAT_MAX,int BRN_ORDER_NOM, int BRN_ORDER_VBF, TString TR, TString OUTPATH, TString CATVETO="", int MASS, float XMAXDIFF=0.)
{
TString PATH(TString::Format("%s/output/",OUTPATH.Data()).Data());
const int NCAT = 7;
const int NF = 6;
const int NMASS = 5;
//---- uncertainties -------------------------------------
const float UNC_BR[NMASS] = {1.024,1.028,1.032,1.037,1.043};
const float UNC_UEPS_VBF[NCAT] = {1.04,1.02,0.97,0.93,1.02,1.03,1.04};
const float UNC_JES_VBF[NCAT] = {1.06,1.08,1.09,1.10,1.06,1.08,1.10};
const float UNC_JER_VBF[NCAT] = {0.97,0.96,0.97,0.98,0.99,0.98,0.99};
const float UNC_TRIG_VBF[NCAT] = {1.03,1.04,1.05,1.06,1.01,1.01,1.02};
const float UNC_CSV_VBF[NCAT] = {1.03,0.99,0.97,0.94,1.01,0.94,0.91};
const float UNC_QGL_VBF[NCAT] = {1.03,1.01,1.00,0.98,1.03,1.01,0.98};
const float UNC_SCALE_VBF[NCAT] = {1.00,1.00,1.01,1.02,1.03,1.03,1.05};
const float UNC_PDF_VBF[NCAT] = {1.02,1.02,1.02,1.02,1.03,1.03,1.03};
const float UNC_PDFGlobal_VBF[NMASS] = {1.028,1.028,1.028,1.027,1.027};
const float UNC_SCALEGlobal_VBF[NMASS] = {1.002,1.002,1.002,1.002,1.002};
const float UNC_UEPS_GF[NCAT] = {1.25,1.10,0.80,0.90,0.65,1.65,1.45};
const float UNC_JES_GF[NCAT] = {1.08,1.10,1.12,1.12,1.04,1.09,1.10};
const float UNC_JER_GF[NCAT] = {0.99,0.99,0.95,0.96,0.91,0.99,0.95};
const float UNC_TRIG_GF[NCAT] = {1.05,1.05,1.10,1.15,1.09,1.09,1.19};
const float UNC_CSV_GF[NCAT] = {0.99,0.97,0.93,0.93,0.93,0.97,0.90};
const float UNC_QGL_GF[NCAT] = {1.03,1.01,1.00,0.98,1.03,1.01,0.98};
const float UNC_SCALE_GF[NCAT] = {1.00,1.00,1.01,1.02,1.03,1.03,1.05};
const float UNC_PDF_GF[NCAT] = {1.04,1.04,1.04,1.04,1.05,1.04,1.04};
const float UNC_PDFGlobal_GF[NMASS] = {1.076,1.075,1.075,1.075,1.074};
const float UNC_SCALEGlobal_GF[NMASS] = {1.081,1.079,1.078,1.077,1.077};
vector<int> vCATVETO = tokenize(CATVETO);
TString tCATVETO = tag(CATVETO);
bool FreeTF=false, TF=false;
if (TR!="" && TR!="BRN") TF=true;
if (TF && (TR(0,5)!="Fixed"&&TR!="EXPO")) FreeTF=true;
TString sTRF="";
if (TR(0,5)=="Fixed") sTRF = TR(5,4);
else sTRF = TR;
if (XMAXDIFF==0) TFile *fData = TFile::Open(PATH+"data_shapes_workspace_"+TString::Format("BRN%dp%d_B%.f-%.f",BRN_ORDER_NOM,BRN_ORDER_VBF,XMIN,XMAX)+"_Fit"+TR+".root");
else TFile *fData = TFile::Open(PATH+"data_shapes_workspace_"+TString::Format("BRN%dp%d_B%.f-%.f%.f",BRN_ORDER_NOM,BRN_ORDER_VBF,XMIN,XMAX,XMAX+XMAXDIFF)+"_Fit"+TR+".root");
if (XMAXDIFF==0) TFile *fSig = TFile::Open(PATH+"signal_shapes_workspace_"+TString::Format("B%.f-%.f.root",XMIN,XMAX));
else TFile *fSig = TFile::Open(PATH+"signal_shapes_workspace_"+TString::Format("B%.f-%.f%.f.root",XMIN,XMAX,XMAX+XMAXDIFF));
RooWorkspace *wData = (RooWorkspace*)fData->Get("w");
RooWorkspace *wSig = (RooWorkspace*)fSig->Get("w");
TString nameData = fData->GetName();
TString nameDataShort = nameData(nameData.Last('/')+1,nameData.Length());
TString nameSig = fSig->GetName();
TString nameSigShort = nameSig(nameSig.Last('/')+1,nameSig.Length());
char name[1000];
int H_MASS[5] = {115,120,125,130,135};
float nData[NCAT],nZ[NCAT],nTop[NCAT],nSigVBF[5][NCAT],nSigGF[5][NCAT];
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
sprintf(name,"yield_data_CAT%d",i);
nData[i] = float((RooRealVar*)wData->var(name)->getValV());
sprintf(name,"yield_ZJets_CAT%d",i);
nZ[i] = ((RooRealVar*)wData->var(name))->getValV();
sprintf(name,"yield_Top_CAT%d",i);
nTop[i] = ((RooRealVar*)wData->var(name))->getValV();
for(int m=0;m<5;m++) {
if (H_MASS[m]!=MASS) continue;
sprintf(name,"yield_signalVBF_mass%d_CAT%d",H_MASS[m],i);
nSigVBF[m][i] = ((RooRealVar*)wSig->var(name))->getValV();
sprintf(name,"yield_signalGF_mass%d_CAT%d",H_MASS[m],i);
nSigGF[m][i] = ((RooRealVar*)wSig->var(name))->getValV();
}
}
makeDirs(OUTPATH);
makeDirs(OUTPATH+"/output/");
makeDirs(OUTPATH+"/output/datacards");
for(int m=0;m<5;m++) {
if (H_MASS[m]!=MASS) continue;
cout << m << endl;
ofstream datacard;
if (XMAXDIFF==0) sprintf(name,"%s/output/datacards/datacard_m%d_BRN%dp%d_B%.f-%.f_CAT%d-CAT%d%s_Fit%s.txt",OUTPATH.Data(),H_MASS[m],BRN_ORDER_NOM,BRN_ORDER_VBF,XMIN,XMAX,CAT_MIN,CAT_MAX,tCATVETO.Data(),TR.Data());
else sprintf(name,"%s/output/datacards/datacard_m%d_BRN%dp%d_B%.f-%.f%.f_CAT%d-CAT%d%s_Fit%s.txt",OUTPATH.Data(),H_MASS[m],BRN_ORDER_NOM,BRN_ORDER_VBF,XMIN,XMAX,XMAX+XMAXDIFF,CAT_MIN,CAT_MAX,tCATVETO.Data(),TR.Data());
cout<<"======================================="<<endl;
cout<<"Creating datacard: "<<name<<endl;
cout<<"======================================="<<endl;
datacard.open(name);
datacard.setf(ios::right);
datacard<<"imax "<<CAT_MAX-CAT_MIN+1-vCATVETO.size()<<"\n";
datacard<<"jmax *"<<"\n";
datacard<<"kmax *"<<"\n";
datacard<<"----------------"<<"\n";
datacard<<"shapes data_obs * "<<nameDataShort<<" w:data_hist_$CHANNEL"<<"\n";
datacard<<"shapes qcd * "<<nameDataShort<<" w:qcd_model_Fit"<<TR.Data()<<"_$CHANNEL"<<"\n";
datacard<<"shapes top * "<<nameDataShort<<" w:Top_model_$CHANNEL"<<"\n";
datacard<<"shapes zjets * "<<nameDataShort<<" w:Z_model_$CHANNEL"<<"\n";
datacard<<"shapes qqH * "<<nameSigShort<<" w:signal_model_m"<<H_MASS[m]<<"_$CHANNEL \n";
datacard<<"shapes ggH * "<<nameSigShort<<" w:signal_model_m"<<H_MASS[m]<<"_$CHANNEL \n";
datacard<<"----------------"<<"\n";
datacard<<"bin ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
sprintf(name,"CAT%d ",i);
datacard<<name;
}
datacard<<"\n";
datacard<<"observation ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
datacard<<"-1 ";
}
datacard<<"\n";
datacard<<"----------------"<<"\n";
datacard<<"bin ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
sprintf(name,"CAT%d CAT%d CAT%d CAT%d CAT%d ",i,i,i,i,i);
datacard<<name;
}
datacard<<"\n";
datacard<<"process ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
datacard<<"qqH ggH qcd top zjets ";
}
datacard<<"\n";
datacard<<"process ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
datacard<<"0 -1 1 1 1 ";
}
datacard<<"\n";
datacard<<"rate ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
cout<<"cat#"<<i<<setw(8)<<nData[i]<<setw(8)<<nSigVBF[m][i]<<setw(8)<<nSigGF[m][i]<<setw(8)<<nTop[i]<<setw(8)<<nZ[i]<<setw(8)<<", S/B = "<<(nSigVBF[m][i]+nSigGF[m][i])/nData[i]<<endl;
datacard<<nSigVBF[m][i]<<" "<<nSigGF[m][i]<<" "<<nData[i]<<" "<<nTop[i]<<" "<<nZ[i]<<" ";
}
datacard<<"\n";
datacard<<"----------------"<<"\n";
datacard<<"BR lnN ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
datacard<<setw(NF)<<UNC_BR[m]<<setw(NF)<<UNC_BR[m]<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-";
}
datacard<<"\n";
datacard<<"QCDscale_qqh lnN ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
datacard<<setw(NF)<<UNC_SCALEGlobal_VBF[m]<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-";
}
datacard<<"\n";
datacard<<"QCDscale_ggh lnN ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
datacard<<setw(NF)<<"-"<<setw(NF)<<UNC_SCALEGlobal_GF[m]<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-";
}
datacard<<"\n";
datacard<<"pdf_qqbar lnN ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
datacard<<setw(NF)<<UNC_PDFGlobal_VBF[m]<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-";
}
datacard<<"\n";
datacard<<"pdf_gg lnN ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
datacard<<setw(NF)<<"-"<<setw(NF)<<UNC_PDFGlobal_GF[m]<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-";
}
datacard<<"\n";
datacard<<"lumi lnN ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
datacard<<setw(NF)<<"1.026"<<setw(NF)<<"1.026"<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-";
}
datacard<<"\n";
datacard<<"CMS_scale_j_ACCEPT lnN ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
datacard<<setw(NF)<<UNC_JES_VBF[i]<<setw(NF)<<UNC_JES_GF[i]<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-";
}
datacard<<"\n";
datacard<<"pdf_ACCEPT lnN ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
datacard<<setw(NF)<<"1.05"<<setw(NF)<<"1.05"<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-";
}
datacard<<"\n";
datacard<<"CMS_res_j_ACCEPT lnN ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
datacard<<setw(NF)<<UNC_JER_VBF[i]<<setw(NF)<<UNC_JER_GF[i]<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-";
}
datacard<<"\n";
datacard<<"CMS_qqH_hbb_trigger lnN ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
datacard<<setw(NF)<<UNC_TRIG_VBF[i]<<setw(NF)<<UNC_TRIG_GF[i]<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-";
}
datacard<<"\n";
datacard<<"CMS_qqH_hbb_btag lnN ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
datacard<<setw(NF)<<UNC_CSV_VBF[i]<<setw(NF)<<UNC_CSV_GF[i]<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-";
}
datacard<<"\n";
datacard<<"CMS_qqH_hbb_qgl lnN ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
datacard<<setw(NF)<<UNC_QGL_VBF[i]<<setw(NF)<<UNC_QGL_GF[i]<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-";
}
datacard<<"\n";
datacard<<"UEPS lnN ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
datacard<<setw(NF)<<UNC_UEPS_VBF[i]<<setw(NF)<<UNC_UEPS_GF[i]<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-";
}
datacard<<"\n";
datacard<<"CMS_qqH_hbb_QCDscale lnN ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
datacard<<setw(NF)<<UNC_SCALE_VBF[i]<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-";
}
datacard<<"\n";
datacard<<"CMS_ggH_hbb_QCDscale lnN ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
datacard<<setw(NF)<<"-"<<setw(NF)<<UNC_SCALE_GF[i]<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-";
}
datacard<<"\n";
datacard<<"CMS_qqH_hbb_pdf lnN ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
datacard<<setw(NF)<<UNC_PDF_VBF[i]<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-";
}
datacard<<"\n";
datacard<<"CMS_ggH_hbb_pdf lnN ";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
datacard<<setw(NF)<<"-"<<setw(NF)<<UNC_PDF_GF[i]<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-";
}
datacard<<"\n";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
sprintf(name,"CMS_vbfbb_qcd_norm_CAT%d lnU ",i);
datacard<<name<<setw(NF);
for(int j=CAT_MIN;j<=CAT_MAX;j++) {
if (veto(vCATVETO, j)) continue;
if (j == i) {
datacard<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<1.5<<setw(NF)<<"-"<<setw(NF)<<"-";
}
else {
datacard<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-";
}
}
datacard<<"\n";
}
datacard<<"\n";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
sprintf(name,"CMS_vbfbb_zjets_norm_CAT%d lnN ",i);
datacard<<name<<setw(NF);
for(int j=CAT_MIN;j<=CAT_MAX;j++) {
if (veto(vCATVETO, j)) continue;
if (j == i) {
datacard<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"1.3";
}
else {
datacard<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-";
}
}
datacard<<"\n";
}
datacard<<"\n";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
sprintf(name,"CMS_vbfbb_top_norm_CAT%d lnN ",i);
datacard<<name<<setw(NF);
for(int j=CAT_MIN;j<=CAT_MAX;j++) {
if (veto(vCATVETO, j)) continue;
if (j == i) {
datacard<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"1.3"<<setw(NF)<<"-";
}
else {
datacard<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-"<<setw(NF)<<"-";
}
}
datacard<<"\n";
}
datacard<<"\n";
datacard<<"#--- signal and Z shape parameters ------ \n";
datacard<<"\n";
datacard<<"CMS_vbfbb_scale_mbb_selNOM param 1.0 0.02"<<"\n";
datacard<<"CMS_vbfbb_scale_mbb_selVBF param 1.0 0.02"<<"\n";
datacard<<"CMS_vbfbb_res_mbb_selNOM param 1.0 0.1"<<"\n";
datacard<<"CMS_vbfbb_res_mbb_selVBF param 1.0 0.1"<<"\n";
for(int i=CAT_MIN;i<=CAT_MAX;i++) {
if (veto(vCATVETO, i)) continue;
//cout << "CAT" << i << endl;
/*
sprintf(name,"CMS_vbfbb_scale_mbb_CAT%d",i);
datacard<<name<<" param 1.0 0.02"<<"\n";
sprintf(name,"CMS_vbfbb_res_mbb_CAT%d",i);
datacard<<name<<" param 1.0 0.1"<<"\n";
*/
sprintf(name,"mean_m%d_CAT%d",H_MASS[m],i);
RooRealVar *vmass = (RooRealVar*)wSig->var(name);
double mass = vmass->getValV();
double emass = vmass->getError();
datacard<<name<<" param "<<mass<<" "<<emass<<"\n";
sprintf(name,"sigma_m%d_CAT%d",H_MASS[m],i);
RooRealVar *vsigma = (RooRealVar*)wSig->var(name);
double sigma = vsigma->getValV();
double esigma = vsigma->getError();
datacard<<name<<" param "<<sigma<<" "<<esigma<<"\n";
sprintf(name,"Top_mean_CAT%d",i);
RooRealVar *Tvmass = (RooRealVar*)wData->var(name);
double Tmass = Tvmass->getValV();
double Temass = 0.01*Tmass; //Tvmass->getError();
datacard<<name<<" param "<<Tmass<<" "<<Temass<<"\n";
sprintf(name,"Top_sigma_CAT%d",i);
RooRealVar *Tvsigma = (RooRealVar*)wData->var(name);
double Tsigma = Tvsigma->getValV();
double Tesigma = 0.05*Tsigma;//Tvsigma->getError();
datacard<<name<<" param "<<Tsigma<<" "<<Tesigma<<"\n";
sprintf(name,"Z_mean_CAT%d",i);
RooRealVar *Zvmass = (RooRealVar*)wData->var(name);
double Zmass = Zvmass->getValV();
double Zemass = Zvmass->getError();
datacard<<name<<" param "<<Zmass<<" "<<Zemass<<"\n";
sprintf(name,"Z_sigma_CAT%d",i);
RooRealVar *Zvsigma = (RooRealVar*)wData->var(name);
double Zsigma = Zvsigma->getValV();
double Zesigma = Zvsigma->getError();
datacard<<name<<" param "<<Zsigma<<" "<<Zesigma<<"\n";
for(int j=5; j>=0; j--){
if (i>0 && i < 4 && TF && !FreeTF) {
sprintf(name,"trans_%s_p%d_CAT%d",sTRF.Data(),j,i);
if (wData->var(name)) {
cout << name << endl;
datacard<<name<<" param "<<((RooRealVar*)wData->var(name))->getVal()<<" "<<((RooRealVar*)wData->var(name))->getError()<<"\n";
}
}
if (i > 4 && TF && !FreeTF) {
sprintf(name,"trans_%s_p%d_CAT%d",sTRF.Data(),j,i);
if (wData->var(name)) {
cout << name << endl;
datacard<<name<<" param "<<((RooRealVar*)wData->var(name))->getVal()<<" "<<((RooRealVar*)wData->var(name))->getError()<<"\n";
}
}
}
}
datacard.close();
}
fData->Close();
fSig->Close();
}
void ptBestFit(float BIN_SIZE=5.0,bool BLIND=false,TString MASS,TString NAME)
{
gROOT->ProcessLine(".x ../../common/styleCMSTDR.C");
gSystem->Load("libHiggsAnalysisCombinedLimit.so");
gROOT->ForceStyle();
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
gROOT->SetBatch(1);
gStyle->SetPadRightMargin(0.04);
gStyle->SetPadLeftMargin(0.16);
gStyle->SetPadTopMargin(0.06);
gStyle->SetPadBottomMargin(0.10);
gStyle->SetTitleFont(42,"XY");
gStyle->SetTitleSize(0.0475,"XY");
gStyle->SetTitleOffset(0.9,"X");
gStyle->SetTitleOffset(1.5,"Y");
gStyle->SetLabelSize(0.0375,"XY");
RooMsgService::instance().setSilentMode(kTRUE);
for(int i=0;i<2;i++) {
RooMsgService::instance().setStreamStatus(i,kFALSE);
}
float XMIN = 80;
float XMAX = 200;
TFile *f1 = TFile::Open("datacards/datacard_m"+MASS+"_"+NAME+".root");
TFile *f2 = TFile::Open("combine/mlfit.vbfHbb_"+NAME+"_mH"+MASS+".root");
TFile *f3 = TFile::Open("root/sig_shapes_workspace_B80-200.root");
TFile *f4 = TFile::Open("root/data_shapes_workspace_"+NAME+".root");
RooWorkspace *w = (RooWorkspace*)f1->Get("w");
//w->Print();
RooAbsPdf *bkg_model = (RooAbsPdf*)w->pdf("model_s");
RooFitResult *res_s = (RooFitResult*)f2->Get("fit_s");
RooFitResult *res_b = (RooFitResult*)f2->Get("fit_b");
RooRealVar *rFit = dynamic_cast<RooRealVar *>(res_s->floatParsFinal()).find("r");
RooDataSet *data = (RooDataSet*)w->data("data_obs");
int nparS=0,nparB=0;
cout << res_s->floatParsFinal().getSize() << endl;
cout << res_b->floatParsFinal().getSize() << endl;
nparS = res_s->floatParsFinal().getSize();
nparB = res_b->floatParsFinal().getSize();
float chi2sumS = 0.;
float chi2sumB = 0.;
int nparsum = 0;
// if (BLIND) {
// res_b->Print();
// }
// else {
// res_s->Print();
// }
w->allVars().assignValueOnly(res_s->floatParsFinal());
// w->Print();
// w->allVars()->Print();
RooWorkspace *wSig = (RooWorkspace*)f3->Get("w");
RooWorkspace *wDat = (RooWorkspace*)f4->Get("w");
const RooSimultaneous *sim = dynamic_cast<const RooSimultaneous *> (bkg_model);
const RooAbsCategoryLValue &cat = (RooAbsCategoryLValue &) sim->indexCat();
TList *datasets = data->split(cat,true);
TIter next(datasets);
//int count = 0;
for(RooAbsData *ds = (RooAbsData*)next();ds != 0; ds = (RooAbsData*)next()) {
//if (count > 0) return 0;
//count++;
RooAbsPdf *pdfi = sim->getPdf(ds->GetName());
RooArgSet *obs = (RooArgSet*)pdfi->getObservables(ds);
RooRealVar *x = dynamic_cast<RooRealVar *>(obs->first());
RooRealVar *yield_vbf = (RooRealVar*)wSig->var("yield_signalVBF_mass"+MASS+"_"+TString(ds->GetName()));
RooRealVar *yield_gf = (RooRealVar*)wSig->var("yield_signalGF_mass"+MASS+"_"+TString(ds->GetName()));
TString ds_name(ds->GetName());
//----- get the QCD normalization -----------
RooRealVar *qcd_norm_final = dynamic_cast<RooRealVar *>(res_s->floatParsFinal()).find("CMS_vbfbb_qcd_norm_"+ds_name);
RooRealVar *qcd_yield = (RooRealVar*)wDat->var("yield_data_"+ds_name);
float Nqcd = exp(log(1.5)*qcd_norm_final->getVal())*qcd_yield->getVal();
float eNqcd = log(1.5)*qcd_norm_final->getError()*Nqcd;
cout<<"QCD normalization = "<<Nqcd<<" +/- "<<eNqcd<<endl;
TH1 *hCoarse = (TH1*)ds->createHistogram("coarseHisto_"+ds_name,*x);
float norm = hCoarse->Integral();
int rebin = BIN_SIZE/hCoarse->GetBinWidth(1);
hCoarse->Rebin(rebin);
float MIN_VAL = TMath::Max(0.9*hCoarse->GetBinContent(hCoarse->GetMinimumBin()),1.0);
float MAX_VAL = 1.3*hCoarse->GetBinContent(hCoarse->GetMaximumBin());
RooDataHist ds_coarse("ds_coarse_"+ds_name,"ds_coarse_"+ds_name,*x,hCoarse);
TH1F *hBlind = (TH1F*)hCoarse->Clone("blindHisto_"+ds_name);
for(int i=0;i<hBlind->GetNbinsX();i++) {
double x0 = hBlind->GetBinCenter(i+1);
if (x0 > 100 && x0 < 150) {
hBlind->SetBinContent(i+1,0);
hBlind->SetBinError(i+1,0);
}
}
RooDataHist ds_blind("ds_blind_"+ds_name,"ds_blind_"+ds_name,*x,hBlind);
RooHist *hresid,*hresid0;
RooPlot *frame1 = x->frame();
RooPlot *frame2 = x->frame();
if (BLIND) {
//cout << "Blind case: " << ds_coarse.GetName() << endl;
ds_coarse.plotOn(frame1,LineColor(0),MarkerColor(0));
pdfi->plotOn(frame1,Components("shapeBkg_qcd_"+ds_name+",shapeBkg_top_"+ds_name+",shapeBkg_zjets_"+ds_name),VisualizeError(*res_s,1,kTRUE),FillColor(0),MoveToBack());
pdfi->plotOn(frame1,Components("shapeBkg_qcd_"+ds_name+",shapeBkg_top_"+ds_name+",shapeBkg_zjets_"+ds_name),LineWidth(2),LineStyle(3));
ds_blind.plotOn(frame1);
hresid = frame1->residHist();
frame2->addPlotable(hresid,"pE1");
}
else {
//cout << "Non-blind case: " << ds_coarse.GetName() << endl;
ds_coarse.plotOn(frame1);
pdfi->plotOn(frame1);
//cout << pdfi->getParameters(ds_coarse)->selectByAttrib("Constant",kFALSE)->getSize() << endl;
cout<<"chi2/ndof (bkg+sig) = "<<frame1->chiSquare()<<endl;
cout << ds_coarse.numEntries() << endl;
chi2sumS += frame1->chiSquare()*ds_coarse.numEntries();
nparsum += ds_coarse.numEntries();
//hresid0 = frame1->residHist();
//pdfi->plotOn(frame1,VisualizeError(*res_s,1,kTRUE),FillColor(0),MoveToBack());
pdfi->plotOn(frame1,Components("shapeBkg_qcd_"+ds_name),LineWidth(2),LineStyle(5),LineColor(kGreen+2));
pdfi->plotOn(frame1,Components("shapeBkg_qcd_"+ds_name+",shapeBkg_top_"+ds_name+",shapeBkg_zjets_"+ds_name),LineWidth(2),LineStyle(2),LineColor(kBlack));
cout<<"chi2/ndof (bkg) = "<<frame1->chiSquare()<<endl;
chi2sumB += frame1->chiSquare()*ds_coarse.numEntries();
pdfi->plotOn(frame1,Components("shapeBkg_qcd_"+ds_name+",shapeBkg_top_"+ds_name+",shapeBkg_zjets_"+ds_name),LineWidth(2),LineStyle(2),LineColor(kBlack),VisualizeError(*res_s,1,kTRUE),FillColor(0),MoveToBack());
hresid = frame1->residHist();
frame2->addPlotable(hresid,"pE1");
float yield_sig = rFit->getValV()*(yield_vbf->getValV()+yield_gf->getValV());
RooAbsPdf *signal_pdf = (RooAbsPdf*)w->pdf("shapeSig_qqH_"+ds_name);
signal_pdf->plotOn(frame2,LineWidth(2),LineColor(kRed),Normalization(yield_sig,RooAbsReal::NumEvent),MoveToBack());
}
// hresid0->Print();
// hresid->Print();
// double x2,y2;
// for (int i=0; i<3; ++i) {
// hresid0->GetPoint(i,x2,y2);
// cout << "BKG+SIG\t" << x2 << "\t" << y2 << endl;
// hresid->GetPoint(i,x2,y2);
// cout << "BKG\t" << x2 << "\t" << y2 << endl;
// ds_coarse.get(i);
// cout << ds_coarse.weightError(RooAbsData::SumW2) << endl;
// cout << endl;
// }
TCanvas* canFit = new TCanvas("Higgs_fit_"+ds_name,"Higgs_fit_"+ds_name,900,750);
canFit->cd(1)->SetBottomMargin(0.4);
frame1->SetMinimum(MIN_VAL);
frame1->SetMaximum(MAX_VAL);
frame1->GetYaxis()->SetNdivisions(510);
frame1->GetXaxis()->SetTitleSize(0);
frame1->GetXaxis()->SetLabelSize(0);
frame1->GetYaxis()->SetTitle(TString::Format("Events / %1.1f GeV",BIN_SIZE));
frame1->Draw();
gPad->Update();
TList *list = (TList*)gPad->GetListOfPrimitives();
//list->Print();
TH1F *hUncH = new TH1F("hUncH"+ds_name,"hUncH"+ds_name,(XMAX-XMIN)/BIN_SIZE,XMIN,XMAX);
TH1F *hUncL = new TH1F("hUncL"+ds_name,"hUncL"+ds_name,(XMAX-XMIN)/BIN_SIZE,XMIN,XMAX);
TH1F *hUnc2H = new TH1F("hUnc2H"+ds_name,"hUnc2H"+ds_name,(XMAX-XMIN)/BIN_SIZE,XMIN,XMAX);
TH1F *hUnc2L = new TH1F("hUnc2L"+ds_name,"hUnc2L"+ds_name,(XMAX-XMIN)/BIN_SIZE,XMIN,XMAX);
TH1F *hUncC = new TH1F("hUncC"+ds_name,"hUncC"+ds_name,(XMAX-XMIN)/BIN_SIZE,XMIN,XMAX);
RooCurve *errorBand,*gFit,*gQCDFit,*gBkgFit;
//list->Print();
if (BLIND) {
errorBand = (RooCurve*)list->FindObject("pdf_bin"+ds_name+"_Norm[mbbReg_"+ds_name+"]_errorband_Comp[shapeBkg_qcd_"+ds_name+",shapeBkg_top_"+ds_name+",shapeBkg_zjets_"+ds_name+"]");
gFit = (RooCurve*)list->FindObject("pdf_bin"+ds_name+"_Norm[mbbReg_"+ds_name+"]"+"_Comp[shapeBkg_qcd_"+ds_name+",shapeBkg_top_"+ds_name+",shapeBkg_zjets_"+ds_name+"]");
}
else {
//errorBand = (RooCurve*)list->FindObject("pdf_bin"+ds_name+"_Norm[mbbReg_"+ds_name+"]_errorband");
errorBand = (RooCurve*)list->FindObject("pdf_bin"+ds_name+"_Norm[mbbReg_"+ds_name+"]_errorband_Comp[shapeBkg_qcd_"+ds_name+",shapeBkg_top_"+ds_name+",shapeBkg_zjets_"+ds_name+"]");
gFit = (RooCurve*)list->FindObject("pdf_bin"+ds_name+"_Norm[mbbReg_"+ds_name+"]");
}
gQCDFit = (RooCurve*)list->FindObject("pdf_bin"+ds_name+"_Norm[mbbReg_"+ds_name+"]"+"_Comp[shapeBkg_qcd_"+ds_name+"]");
gBkgFit = (RooCurve*)list->FindObject("pdf_bin"+ds_name+"_Norm[mbbReg_"+ds_name+"]"+"_Comp[shapeBkg_qcd_"+ds_name+",shapeBkg_top_"+ds_name+",shapeBkg_zjets_"+ds_name+"]");
for(int i=0;i<hUncH->GetNbinsX();i++) {
double x0 = hUncH->GetBinCenter(i+1);
double e1 = fabs(errorBand->Eval(x0)-gBkgFit->Eval(x0));
//double e1 = fabs(errorBand->Eval(x0)-gFit->Eval(x0));
double e2 = eNqcd/hUncH->GetNbinsX();
hUncH->SetBinContent(i+1,sqrt(pow(e2,2)+pow(e1,2)));
hUnc2H->SetBinContent(i+1,2*sqrt(pow(e2,2)+pow(e1,2)));
hUncL->SetBinContent(i+1,-sqrt(pow(e2,2)+pow(e1,2)));
hUnc2L->SetBinContent(i+1,-2*sqrt(pow(e2,2)+pow(e1,2)));
hUncC->SetBinContent(i+1,0.);
}
TPad* pad = new TPad("pad", "pad", 0., 0., 1., 1.);
pad->SetTopMargin(0.63);
pad->SetFillColor(0);
pad->SetFillStyle(0);
pad->Draw();
pad->cd(0);
hUnc2H->GetXaxis()->SetTitle("m_{bb} (GeV)");
hUnc2H->GetYaxis()->SetTitle("Data - Bkg");
//hUnc2H->GetYaxis()->SetTitle("Data - Fit");
double YMAX = 1.1*frame2->GetMaximum();
double YMIN = -1.1*frame2->GetMaximum();
hUnc2H->GetYaxis()->SetRangeUser(YMIN,YMAX);
hUnc2H->GetYaxis()->SetNdivisions(507);
// hUnc2H->GetXaxis()->SetTitleOffset(0.9);
// hUnc2H->GetYaxis()->SetTitleOffset(1.0);
hUnc2H->GetYaxis()->SetTickLength(0.0);
// hUnc2H->GetYaxis()->SetTitleSize(0.05);
// hUnc2H->GetYaxis()->SetLabelSize(0.04);
hUnc2H->GetYaxis()->CenterTitle(kTRUE);
hUnc2H->SetFillColor(kGreen);
hUnc2L->SetFillColor(kGreen);
hUncH->SetFillColor(kYellow);
hUncL->SetFillColor(kYellow);
hUncC->SetLineColor(kBlack);
hUncC->SetLineStyle(7);
hUnc2H->Draw("HIST");
hUnc2L->Draw("same HIST");
hUncH->Draw("same HIST");
hUncL->Draw("same HIST");
hUncC->Draw("same HIST");
frame2->GetYaxis()->SetTickLength(0.03/0.4);
frame2->Draw("same");
TList *list1 = (TList*)gPad->GetListOfPrimitives();
//list1->Print();
RooCurve *gSigFit = (RooCurve*)list1->FindObject("shapeSig_qqH_"+ds_name+"_Norm[mbbReg_"+ds_name+"]");
TLegend *leg = new TLegend(0.70,0.61,0.94,1.-gStyle->GetPadTopMargin()-0.01);
leg->SetTextFont(42);
leg->SetFillStyle(-1);
//leg->SetHeader(ds_name+" (m_{H}="+MASS+")");
leg->SetHeader(TString::Format("Category %d",atoi(ds_name(3,1).Data())+1));
leg->AddEntry(hBlind,"Data","P");
if (!BLIND) {
leg->AddEntry(gSigFit,"Fitted signal","L");
}
TLine *gEmpty = new TLine(0.0,0.0,0.0,0.0);
gEmpty->SetLineWidth(0);
TLegendEntry *l1 = leg->AddEntry(gEmpty,"(m_{H} = "+MASS+" GeV)","");
l1->SetTextSize(0.038*0.97*0.85);
leg->AddEntry(gFit,"Bkg. + signal","L");
leg->AddEntry(gBkgFit,"Bkg.","L");
leg->AddEntry(gQCDFit,"QCD","L");
leg->AddEntry(hUnc2H,"2#sigma bkg. unc.","F");
leg->AddEntry(hUncH,"1#sigma bkg. unc.","F");
leg->SetFillColor(0);
leg->SetBorderSize(0);
leg->SetTextFont(42);
leg->SetTextSize(0.038*0.98);
leg->Draw();
leg->SetY1(leg->GetY2()-leg->GetNRows()*0.045*0.96);
TPaveText *paveCMS = new TPaveText(gStyle->GetPadLeftMargin()+0.02,0.7,gStyle->GetPadLeftMargin()+0.15,1.-gStyle->GetPadTopMargin()-0.01,"NDC");
paveCMS->SetTextFont(62);
paveCMS->SetTextSize(gStyle->GetPadTopMargin()*3./4.);
paveCMS->SetBorderSize(0);
paveCMS->SetFillStyle(-1);
paveCMS->SetTextAlign(12);
paveCMS->AddText("CMS");
paveCMS->Draw();
gPad->Update();
paveCMS->SetY1NDC(paveCMS->GetY2NDC()-paveCMS->GetListOfLines()->GetSize()*gStyle->GetPadTopMargin());
TPaveText *paveLumi = new TPaveText(0.5,1.-gStyle->GetPadTopMargin(),0.98,1.00,"NDC");
paveLumi->SetTextFont(42);
paveLumi->SetTextSize(gStyle->GetPadTopMargin()*3./4.);
paveLumi->SetBorderSize(0);
paveLumi->SetFillStyle(-1);
paveLumi->SetTextAlign(32);
paveLumi->AddText(TString::Format("%.1f fb^{-1} (8TeV)",(atoi(ds_name(3,1).Data())<4 ? 19.8 : 18.3)).Data());//+ 18.2 ;
paveLumi->Draw();
TString path=".";
//TString path="BiasV10_limit_BRN5p4_dX0p1_B80-200_CAT0-6/output/";
system(TString::Format("[ ! -d %s/plot ] && mkdir %s/plot",path.Data(),path.Data()).Data());
system(TString::Format("[ ! -d %s/plot/fits ] && mkdir %s/plot/fits",path.Data(),path.Data()).Data());
canFit->SaveAs(TString::Format("%s/plot/fits/Fit_mH%s_%s.pdf",path.Data(),MASS.Data(),ds_name.Data()).Data());
canFit->SaveAs(TString::Format("%s/plot/fits/Fit_mH%s_%s.png",path.Data(),MASS.Data(),ds_name.Data()).Data());
canFit->SaveAs(TString::Format("%s/plot/fits/Fit_mH%s_%s.eps",path.Data(),MASS.Data(),ds_name.Data()).Data());
TText *l = (TText*)paveCMS->AddText("Preliminary");
l->SetTextFont(52);
paveCMS->Draw();
gPad->Update();
paveCMS->SetY1NDC(paveCMS->GetY2NDC()-paveCMS->GetListOfLines()->GetSize()*gStyle->GetPadTopMargin());
canFit->SaveAs(TString::Format("%s/plot/fits/Fit_mH%s_%s_prelim.pdf",path.Data(),MASS.Data(),ds_name.Data()).Data());
canFit->SaveAs(TString::Format("%s/plot/fits/Fit_mH%s_%s_prelim.png",path.Data(),MASS.Data(),ds_name.Data()).Data());
canFit->SaveAs(TString::Format("%s/plot/fits/Fit_mH%s_%s_prelim.eps",path.Data(),MASS.Data(),ds_name.Data()).Data());
delete ds;
}
cout << "chi2sumS: " << chi2sumS << endl;
cout << "chi2sumB: " << chi2sumB << endl;
cout << "nparS: " << nparS << endl;
cout << "nparB: " << nparB << endl;
cout << "nbinsum: " << nparsum << endl;
cout << "chi2sumS/(nbinsum - nparS): " << chi2sumS / (float)(nparsum - nparS) << endl;
cout << "chi2sumB/(nbinsum - nparB): " << chi2sumB / (float)(nparsum - nparB) << endl;
delete datasets;
}
