void efficiencies( TString fin = "TMVA.root", Int_t type = 2, Bool_t useTMVAStyle = kTRUE )
{
// argument: type = 1 --> plot efficiency(B) versus eff(S)
// type = 2 --> plot rejection (B) versus efficiency (S)
// set style and remove existing canvas'
TMVAGlob::Initialize( useTMVAStyle );
// checks if file with name "fin" is already open, and if not opens one
TFile* file = TMVAGlob::OpenFile( fin );
// check if multi-cut MVA or only one set of MVAs
Bool_t multiMVA=kFALSE;
TIter nextDir(file->GetListOfKeys());
TKey *key;
// loop over all directories and check if
// one contains the key word 'multicutMVA'
while ((key = (TKey*)nextDir())) {
TClass *cl = gROOT->GetClass(key->GetClassName());
if (!cl->InheritsFrom("TDirectory")) continue;
TDirectory *d = (TDirectory*)key->ReadObj();
TString path(d->GetPath());
if (path.Contains("multicutMVA")){
multiMVA=kTRUE;
plot_efficiencies( file, type, d );
}
}
plot_efficiencies( file, type, gDirectory );
return;
}
void cmpLRD(TFile* f1, TFile* f2, const char* dName, const char* patt = 0, unsigned int logmod=0, unsigned int dOpt=1){
// std::cout<<"cmpLRD In "<< dName<<std::endl;
TDirectory* td = gROOT->GetDirectory(dName);
if (td){
TList* tkl = td->GetListOfKeys();
unsigned int tklSize = tkl->GetEntries();
// std::cout<<"\t size "<<tklSize<<std::endl;
for (unsigned int iK=0; iK< tklSize; ++iK){
// std::cout<<"at "<<iK<<"\t " <<tkl->At(iK)->GetName()<<std::endl;
if (TClass(((TKey*)tkl->At(iK))->GetClassName()).InheritsFrom("TDirectory")){
TDirectory* tdc = (TDirectory*)((TKey*)tkl->At(iK))->ReadObj();
if (tdc ==0) continue;
TString tdcPFull(tdc->GetPath());
TString pRel(tdcPFull.Tokenize(":")->At(1)->GetName());
// std::cout<<tdcPFull.Data()<<std::endl;
//now execute compare
// if(pRel.Index("/SiStrip/")>=0) continue; //this takes a huge time in alcareco and is irrelevant
///DQMData/Run 1/Btag
if (patt==0 || (patt!=0 && pRel.Index(patt)>=0)){
// std::cout<<"Comparing in " <<pRel.Data()<<std::endl;
compareInDir(f1, f2, pRel.Data(),logmod,dOpt);
}
cmpLRD(f1, f2, tdcPFull.Data(), patt,logmod,dOpt);
}
}
}
}
//-----------------------------------------------------------------------------
/// Switch to object directory (=Parent directory)
TDirectory* RootHistCnv::RConverter::changeDirectory(DataObject* pObject)
//-----------------------------------------------------------------------------
{
if ( pObject ) {
IRegistry* pReg = pObject->registry();
if ( pReg ) {
SmartIF<IDataManagerSvc> dataMgr(dataProvider());
if ( dataMgr.isValid() ) {
IRegistry* pParentReg = 0;
StatusCode status = dataMgr->objectParent(pReg, pParentReg);
if ( status.isSuccess() ) {
IOpaqueAddress* pParAddr = pParentReg->address();
if ( pParAddr ) {
TDirectory* pParentDir = (TDirectory*)pParAddr->ipar()[0];
if ( pParentDir ) {
gDirectory->cd(pParentDir->GetPath());
return pParentDir;
}
}
}
}
}
}
return 0;
}
void bbtt_upg_em(std::string var,int nbins, double xmin, double xmax,std::string xtitle, std::string ytitle, double sigscale=1)
{
TFile *outDC = new TFile("hh_em_inputs.root","RECREATE");
SetStyle(); gStyle->SetLineStyleString(11,"20 10");
TH1::SetDefaultSumw2(1);
//std::string dir = "/data/blue/Bacon/029a/Upgrade/merged_talk_jun30/";
std::string dir = "/afs/cern.ch/work/j/jlawhorn/public/ntuples/";
std::stringstream scale; scale << sigscale;
//Cut definitions
double luminosity = 3000;
std::stringstream lumi; lumi << luminosity;
std::string objcut = "(tauCat1==3 && tauCat2==2 && ptTau1>20 && ptTau2>20 && tauIso2<0.4 && tauIso1<0.4 && (bTag1==2||bTag1==3||bTag1==6||bTag1==7) && (bTag2==1||bTag2==3||bTag2==6||bTag2==7) && ptB1>20 && ptB2>20 && sqrt( (etaTau1-etaTau2)**2 + (phiTau1-phiTau2)**2 )>0.4)";
std::string jetcut = objcut+"*(mTT>20 && mTT<90)*(mBB1>70 && mBB1<140)*(mt2pileup>100)*(bdtVal>-0.05)";
//signal region
std::string mccut = jetcut+"*eventWeight*"+lumi.str();
std::string sigcut = jetcut+"*eventWeight*"+lumi.str();
std::string zjetcut = jetcut+"*eventWeight*(eventType==4)*"+lumi.str();
std::string wjetcut = jetcut+"*eventWeight*(eventType==3)*"+lumi.str();
std::string ewkcut = jetcut+"*eventWeight*(eventType!=1)*"+lumi.str();
//--------------------------------------------------------------------------
//Get the trees
TTree *hhtree = load(dir+"HHToTTBB_14TeV.root");
TTree *tttree = load(dir+"tt.root");
//TTree *vbfhtree = load(dir+"VBFToTT_14TeV_phase2.root");
//TTree *gfhtree = load(dir+"H.root");
//TTree *vjettree = load(dir+"Vjets.root");
//TTree *ewktree = load(dir+"diboson.root");
//-------------------------------------------------------------------------
//Get histograms
TCanvas *canv0 = MakeCanvas("canv", "histograms", 600, 600);
canv0->cd();
std::string vardraw;
/* TH1F *Ztt = new TH1F("DY","",nbins,xmin,xmax);
vardraw = var+">>"+"DY";
vjettree->Draw(vardraw.c_str(),zjetcut.c_str());
InitHist(Ztt , xtitle.c_str(), ytitle.c_str(), TColor::GetColor(248,206,104), 1001);*/
TH1F *ttbar = new TH1F("TTbar","",nbins,xmin,xmax);
vardraw = var+">>"+"TTbar";
tttree->Draw(vardraw.c_str(),mccut.c_str());
InitHist(ttbar, xtitle.c_str(), ytitle.c_str(), TColor::GetColor(155,152,204), 1001);
/* TH1F *wjets = new TH1F("Wjets","",nbins,xmin,xmax);
vardraw = var+">>"+"Wjets";
vjettree->Draw(vardraw.c_str(),wjetcut.c_str());
InitHist(wjets, xtitle.c_str(), ytitle.c_str(), TColor::GetColor(222,90,106), 1001);
TH1F *ewk = new TH1F("Ewk","",nbins,xmin,xmax);
vardraw = var+">>"+"Ewk";
ewktree->Draw(vardraw.c_str(),ewkcut.c_str());
InitHist(ewk, xtitle.c_str(), ytitle.c_str(), TColor::GetColor(222,90,106), 1001);
TH1F *vbfh = new TH1F("VBFH","",nbins,xmin,xmax);
vardraw = var+">>"+"VBFH";
vbfhtree->Draw(vardraw.c_str(),mccut.c_str());
InitHist(vbfh, xtitle.c_str(), ytitle.c_str(), TColor::GetColor(250,202,255), 1001);
TH1F *ggh = new TH1F("GGH","",nbins,xmin,xmax);
vardraw = var+">>"+"GGH";
gfhtree->Draw(vardraw.c_str(),mccut.c_str());
InitHist(ggh, xtitle.c_str(), ytitle.c_str(), TColor::GetColor(250,202,255), 1001);*/
TH1F *smhh = new TH1F("SMhh","",nbins,xmin,xmax);
vardraw = var+">>"+"SMhh";
hhtree->Draw(vardraw.c_str(),sigcut.c_str());
InitSignal(smhh);
smhh->SetLineColor(kBlack);
delete canv0;
//---------------------------------------------------------------------------
//Print out the yields
Double_t error=999;
//ofstream outfile;
//outfile.open("yields.txt");
//outfile << "Yields for the signal region." << std::endl;
cout << "SM hh " << smhh->IntegralAndError(0,smhh->GetNbinsX(),error) << "+/-";
cout << error << endl; error=999;
/* outfile << "SM h " << smhh->IntegralAndError(0,smhh->GetNbinsX(),error) << "+/-" << error << endl;
outfile << "Ztt " << Ztt->IntegralAndError(0,Ztt->GetNbinsX(),error) << "+/-" << error << endl;*/
cout << "ttbar " << ttbar->IntegralAndError(0,ttbar->GetNbinsX(),error) << "+/-";
cout << error << endl; error=999;
/* outfile << "ewk " << ewk->IntegralAndError(0,ewk->GetNbinsX(),error) << "+/-" << error << endl;
outfile << "wjets " << wjets->IntegralAndError(0,wjets->GetNbinsX(),error) << "+/-" << error << endl;*/
//--------------------------------------------------------------------------
//outfile.close();
outDC->cd();
TDirectory* lTD = outDC->mkdir("emu");
outDC->cd(lTD->GetPath());
ttbar->SetName("data_obs");
ttbar->SetTitle("data_obs");
ttbar->Write();
/*Ztt->SetName("ZTT");
Ztt->SetTitle("ZTT");
Ztt->Write();*/
ttbar->SetName("TT");
ttbar->SetTitle("TT");
ttbar->Write();
/*wjets->SetName("W");
wjets->SetTitle("W");
wjets->Write();
ewk->SetName("VV");
ewk->SetTitle("VV");
ewk->Write();
vbfh->SetName("qqH");
vbfh->SetTitle("qqH");
vbfh->Write();
ggh->SetName("ggH");
ggh->SetTitle("ggH");
ggh->Write();*/
smhh->SetName("ggHH");
smhh->SetTitle("ggHH");
smhh->Write();
outDC->Close();
//stack some histtograms together
//vbfh->Add(ggh);
//wjets->Add(ewk);
//-----------------------------------------------------------------------
smhh->Scale(sigscale);
//Draw the histograms
TCanvas *canv = MakeCanvas("canv", "histograms", 600, 600);
canv->cd();
//wjets->Add(ttbar); //Ztt->Add(wjets);
//vbfh->Add(Ztt);
//Error band stat
//TH1F* errorBand = (TH1F*)vbfh ->Clone("errorBand");
TH1F* errorBand = (TH1F*)ttbar ->Clone("errorBand");
errorBand ->SetMarkerSize(0);
errorBand ->SetFillColor(13);
errorBand ->SetFillStyle(3013);
errorBand ->SetLineWidth(1);
// for(int idx=0; idx<errorBand->GetNbinsX(); ++idx){
// if(errorBand->GetBinContent(idx)>0){
// std::cout << "Uncertainties on summed background samples: " << errorBand->GetBinError(idx)/errorBand->GetBinContent(idx) << std::endl;
// break;
// }
//}
ttbar->SetMaximum(1.1*std::max(maximum(ttbar, 0), maximum(smhh, 0)));
//blind(data,75,150);
//data->Draw("e");
//vbfh->Draw("hist");
//Ztt->Draw("histsame");
//wjets->Draw("histsame");
//ttbar->Draw("histsame");
ttbar->SetTitle("");
ttbar->Draw("hist");
//data->Draw("esame");
errorBand->Draw("e2same");
smhh->Draw("histsame");
canv->RedrawAxis();
//canv->SetLogy(1);
//---------------------------------------------------------------------------
//Adding a legend
TLegend* leg = new TLegend(0.53, 0.65, 0.95, 0.90);
SetLegendStyle(leg);
leg->AddEntry(smhh , TString::Format("%.0f#timeshh#rightarrow#tau#tau bb", sigscale) , "L" );
//leg->AddEntry(smhh , TString::Format("%.0f#timeshh#rightarrow#tau#tau bb", sigscale1) , "L" );
//leg->AddEntry(data , "Observed" , "LP");
//leg->AddEntry(vbfh , "SM H#rightarrow#tau#tau" , "F" );
//leg->AddEntry(Ztt , "Z#rightarrow#tau#tau" , "F" );
leg->AddEntry(ttbar, "t#bar{t}" , "F" );
//leg->AddEntry(wjets , "Electroweak" , "F" );
leg->AddEntry(errorBand,"bkg. uncertainty","F");
leg->Draw();
//---------------------------------------------------------------------------
//CMS preliminary
const char* dataset = "CMS Simulation, 3000 fb^{-1} at 14 TeV";
const char* category = "";
CMSPrelim(dataset, "#tau_{e}#tau_{#mu}", 0.17, 0.835);
//CMSPrelim(dataset, "", 0.16, 0.835);
TPaveText* chan = new TPaveText(0.52, 0.35, 0.91, 0.55, "tlbrNDC");
chan->SetBorderSize( 0 );
chan->SetFillStyle( 0 );
chan->SetTextAlign( 12 );
chan->SetTextSize ( 0.05 );
chan->SetTextColor( 1 );
chan->SetTextFont ( 62 );
chan->AddText(category);
chan->Draw();
//-------------------------------------------------------------------------
//Save histograms
canv->Print((var+"_em.png").c_str());
/*
Ratio Data over MC
*/
/*
TCanvas *canv1 = MakeCanvas("canv0", "histograms", 600, 400);
canv1->SetGridx();
canv1->SetGridy();
canv1->cd();
TH1F* model = (TH1F*)Ztt ->Clone("model");
TH1F* test1 = (TH1F*)vbfh->Clone("test1");
for(int ibin=0; ibin<test1->GetNbinsX(); ++ibin){
//the small value in case of 0 entries in the model is added to prevent the chis2 test from failing
model->SetBinContent(ibin+1, model->GetBinContent(ibin+1)>0 ? model->GetBinContent(ibin+1)*model->GetBinWidth(ibin+1) : 0.01);
//model->SetBinError (ibin+1, CONVERVATIVE_CHI2 ? 0. : model->GetBinError (ibin+1)*model->GetBinWidth(ibin+1));
model->SetBinError (ibin+1, 0);
test1->SetBinContent(ibin+1, test1->GetBinContent(ibin+1)*test1->GetBinWidth(ibin+1));
test1->SetBinError (ibin+1, test1->GetBinError (ibin+1)*test1->GetBinWidth(ibin+1));
}
double chi2prob = test1->Chi2Test (model,"PUW"); std::cout << "chi2prob:" << chi2prob << std::endl;
double chi2ndof = test1->Chi2Test (model,"CHI2/NDFUW"); std::cout << "chi2ndf :" << chi2ndof << std::endl;
double ksprob = test1->KolmogorovTest(model); std::cout << "ksprob :" << ksprob << std::endl;
double ksprobpe = test1->KolmogorovTest(model,"DX"); std::cout << "ksprobpe:" << ksprobpe << std::endl;
std::vector<double> edges;
TH1F* zero = (TH1F*)ttbar->Clone("zero"); zero->Clear();
TH1F* rat1 = (TH1F*)vbfh->Clone("rat1");
for(int ibin=0; ibin<rat1->GetNbinsX(); ++ibin){
rat1->SetBinContent(ibin+1, Ztt->GetBinContent(ibin+1)>0 ? vbfh->GetBinContent(ibin+1)/Ztt->GetBinContent(ibin+1) : 0);
rat1->SetBinError (ibin+1, Ztt->GetBinContent(ibin+1)>0 ? vbfh->GetBinError (ibin+1)/Ztt->GetBinContent(ibin+1) : 0);
zero->SetBinContent(ibin+1, 0.);
zero->SetBinError (ibin+1, Ztt->GetBinContent(ibin+1)>0 ? Ztt ->GetBinError (ibin+1)/Ztt->GetBinContent(ibin+1) : 0);
}
for(int ibin=0; ibin<rat1->GetNbinsX(); ++ibin){
if(rat1->GetBinContent(ibin+1)>0){
edges.push_back(TMath::Abs(rat1->GetBinContent(ibin+1)-1.)+TMath::Abs(rat1->GetBinError(ibin+1)));
// catch cases of 0 bins, which would lead to 0-alpha*0-1
rat1->SetBinContent(ibin+1, rat1->GetBinContent(ibin+1)-1.);
}
}
float range = 0.1;
std::sort(edges.begin(), edges.end());
if (edges[edges.size()-2]>0.1) { range = 0.2; }
if (edges[edges.size()-2]>0.2) { range = 0.5; }
if (edges[edges.size()-2]>0.5) { range = 1.0; }
if (edges[edges.size()-2]>1.0) { range = 1.5; }
if (edges[edges.size()-2]>1.5) { range = 2.0; }
rat1->SetLineColor(kBlack);
rat1->SetFillColor(kGray );
rat1->SetMaximum(+range);
rat1->SetMinimum(-range);
rat1->GetYaxis()->CenterTitle();
rat1->GetYaxis()->SetTitle("#bf{Data/MC-1}");
rat1->GetXaxis()->SetTitle("#bf{m_{#tau#tau} [GeV]}");
rat1->Draw();
zero->SetFillStyle( 3013);
zero->SetFillColor(kBlack);
zero->SetLineColor(kBlack);
zero->SetMarkerSize(0.1);
zero->Draw("e2histsame");
canv1->RedrawAxis();
TPaveText* stat1 = new TPaveText(0.20, 0.76+0.061, 0.32, 0.76+0.161, "NDC");
stat1->SetBorderSize( 0 );
stat1->SetFillStyle( 0 );
stat1->SetTextAlign( 12 );
stat1->SetTextSize ( 0.05 );
stat1->SetTextColor( 1 );
stat1->SetTextFont ( 62 );
stat1->AddText(TString::Format("#chi^{2}/ndf=%.3f, P(#chi^{2})=%.3f", chi2ndof, chi2prob));
//stat1->AddText(TString::Format("#chi^{2}/ndf=%.3f, P(#chi^{2})=%.3f, P(KS)=%.3f", chi2ndof, chi2prob, ksprob));
//stat1->Draw();
canv1->Print((var+"_ratio.png").c_str());
*/
}
void bbtt_upg_mt(std::string var,int nbins, double xmin, double xmax,std::string xtitle, std::string ytitle, double sigscale=1,int hist=1)
{
double massLEdges[14] = {-0.5,-0.45,-0.4,-0.35,-0.3,-0.25,-0.2,-0.15,-0.1,-0.05,0.0,0.05,0.1,0.2};
TFile *outDC = new TFile("hh_mt_inputs.root","RECREATE");
//SetStyle(); gStyle->SetLineStyleString(11,"20 10");
setTDRStyle();
TH1::SetDefaultSumw2(1);
std::string dir = "/data/blue/Bacon/029a/Upgrade/sep-2-bbtt/";
std::stringstream scale; scale << sigscale;
//Cut definitions
double luminosity = 3000;
std::stringstream lumi; lumi << luminosity;
std::string objcut = "(tauCat1==1 && tauCat2==3 && ptTau1>30 && ptTau2>30 && (bTag1==2||bTag1==3||bTag1==6||bTag1==7) && (bTag2==2||bTag2==3||bTag2==6||bTag2==7) && ptB1>30 && ptB2>30)*(abs(etaB1)<2.5 && abs(etaB2)<2.5 && abs(etaTau1)<2.1 && abs(etaTau2)<2.5 && ptTrk1>0)";//*(tauIso2<0.15)";
std::string jetcut = objcut+"*(m_svpileup>100 && m_svpileup<150 && mBB1>90 && mBB1<130 && mt2pileup>100)";
//std::string jetcut = objcut+"*(m_svpileup>100 && m_svpileup<150 && mBB1>90 && mBB1<130)";
//std::string jetcut = objcut+"*(1.0)";
//signal region
std::string mccut = jetcut+"*eventWeight*"+lumi.str();
std::string sigcut = jetcut+"*eventWeight*"+lumi.str();
std::string zjetcut = jetcut+"*eventWeight*(eventType!=3&&eventType!=1)*"+lumi.str();
std::string wjetcut = jetcut+"*eventWeight*(eventType==3&&eventType!=1)*"+lumi.str();
std::string ewkcut = jetcut+"*eventWeight*(eventType!=1)*"+lumi.str();
std::string vbfcut = jetcut+"*eventWeight*49470*0.0632*"+lumi.str();
//--------------------------------------------------------------------------
//Get the trees
TTree *hhtree = load(dir+"gFHHTobbtautau.root");
TTree *hhtree_m1 = load(dir+"gFHHTobbtautaulam1m.root");
TTree *hhtree_m5 = load(dir+"gFHHTobbtautaulam5m.root");
TTree *hhtree_0 = load(dir+"gFHHTobbtautaulam0.root");
TTree *hhtree_p5 = load(dir+"gFHHTobbtautaulam5p.root");
TTree *hhtree_vbf = load("/data/blue/Bacon/029a/Upgrade/sep-10-bbtt/vbfHHTobbtautau.root");
TTree *tttree = load(dir+"tt.root");
TTree *vbfhtree = load(dir+"VBFHToTauTau.root");
TTree *gfhtree = load(dir+"ggFHToTauTau.root");
TTree *assohtree = load(dir+"vH_ttH.root");
TTree *vjettree = load(dir+"Bjets.root");
TTree *ewktree = load(dir+"ewk.root");
//-------------------------------------------------------------------------
//Get histograms
TCanvas *canv0 = MakeCanvas("canv", "histograms", 600, 600);
canv0->cd();
std::string vardraw;
TH1F *Ztt;
if(hist)
Ztt = new TH1F("DY","",nbins,xmin,xmax);
else
Ztt = new TH1F("DY","",13, massLEdges);
vardraw = var+">>"+"DY";
vjettree->Draw(vardraw.c_str(),zjetcut.c_str());
InitHist(Ztt , xtitle.c_str(), ytitle.c_str(), TColor::GetColor(248,206,104), 1001);
TH1F *ttbar;
if(hist)
ttbar = new TH1F("TTbar","",nbins,xmin,xmax);
else
ttbar = new TH1F("TTbar","",13, massLEdges);
vardraw = var+">>"+"TTbar";
tttree->Draw(vardraw.c_str(),mccut.c_str());
InitHist(ttbar, xtitle.c_str(), ytitle.c_str(), TColor::GetColor(155,152,204), 1001);
TH1F *wjets;
if(hist)
wjets= new TH1F("Wjets","",nbins,xmin,xmax);
else
wjets = new TH1F("Wjets","",13, massLEdges);
vardraw = var+">>"+"Wjets";
vjettree->Draw(vardraw.c_str(),wjetcut.c_str());
InitHist(wjets, xtitle.c_str(), ytitle.c_str(), TColor::GetColor(222,90,106), 1001);
TH1F *ewk;
if(hist)
ewk = new TH1F("Ewk","",nbins,xmin,xmax);
else
ewk = new TH1F("Ewk","",13,massLEdges);
vardraw = var+">>"+"Ewk";
ewktree->Draw(vardraw.c_str(),ewkcut.c_str());
InitHist(ewk, xtitle.c_str(), ytitle.c_str(), TColor::GetColor(222,90,106), 1001);
TH1F *vbfh;
if(hist)
vbfh = new TH1F("VBFH","",nbins,xmin,xmax);
else
vbfh = new TH1F("VBFH","",13,massLEdges);
vardraw = var+">>"+"VBFH";
vbfhtree->Draw(vardraw.c_str(),vbfcut.c_str());
InitHist(vbfh, xtitle.c_str(), ytitle.c_str(), TColor::GetColor(250,202,255), 1001);
TH1F *ggh;
if(hist)
ggh = new TH1F("GGH","",nbins,xmin,xmax);
else
ggh = new TH1F("GGH","",13,massLEdges);
vardraw = var+">>"+"GGH";
gfhtree->Draw(vardraw.c_str(),mccut.c_str());
InitHist(ggh, xtitle.c_str(), ytitle.c_str(), TColor::GetColor(250,202,255), 1001);
TH1F *assoh;
if(hist)
assoh = new TH1F("AH","",nbins,xmin,xmax);
else
assoh = new TH1F("AH","",13,massLEdges);
vardraw = var+">>"+"AH";
assohtree->Draw(vardraw.c_str(),mccut.c_str());
InitHist(assoh, xtitle.c_str(), ytitle.c_str(), TColor::GetColor(250,202,255), 1001);
TH1F *smhh;
if(hist)
smhh= new TH1F("SMhh","",nbins,xmin,xmax);
else
smhh= new TH1F("SMhh","",13,massLEdges);
vardraw = var+">>"+"SMhh";
hhtree->Draw(vardraw.c_str(),sigcut.c_str());
InitSignal(smhh);
smhh->SetLineColor(kBlack);
TH1F *hh_0 = new TH1F("hh_0","",nbins,xmin,xmax);
vardraw = var+">>"+"hh_0";
hhtree_0->Draw(vardraw.c_str(),sigcut.c_str());
InitSignal(hh_0);
hh_0->SetLineColor(kBlack);
TH1F *hh_m1;
if(hist)
hh_m1 = new TH1F("hh_m1","",nbins,xmin,xmax);
else
hh_m1 = new TH1F("hh_m1","",13,massLEdges);
vardraw = var+">>"+"hh_m1";
hhtree_m1->Draw(vardraw.c_str(),sigcut.c_str());
InitSignal(hh_m1);
hh_m1->SetLineColor(kBlack);
TH1F *hh_m5;
if(hist)
hh_m5 = new TH1F("hh_m5","",nbins,xmin,xmax);
else
hh_m5 = new TH1F("hh_m5","",13,massLEdges);
vardraw = var+">>"+"hh_m5";
hhtree_m5->Draw(vardraw.c_str(),sigcut.c_str());
InitSignal(hh_m5);
hh_m5->SetLineColor(kBlack);
TH1F *hh_p5;
if(hist)
hh_p5= new TH1F("hh_p5","",nbins,xmin,xmax);
else
hh_p5= new TH1F("hh_p5","",13,massLEdges);
vardraw = var+">>"+"hh_p5";
hhtree_p5->Draw(vardraw.c_str(),sigcut.c_str());
InitSignal(hh_p5);
hh_p5->SetLineColor(kBlack);
TH1F *hh_vbf;
if(hist)
hh_vbf= new TH1F("hh_vbf","",nbins,xmin,xmax);
else
hh_vbf= new TH1F("hh_vbf","",13,massLEdges);
vardraw = var+">>"+"hh_vbf";
hhtree_vbf->Draw(vardraw.c_str(),sigcut.c_str());
InitSignal(hh_vbf);
hh_vbf->SetLineColor(kBlue);
delete canv0;
//for(int i0 = 0; i0 < ewk->GetNbinsX()+1; i0++)
// if(ewk->GetBinContent(i0) == 0)
// ewk->SetBinError(i0,2.8);
//---------------------------------------------------------------------------
//Print out the yields
Double_t error=999;
Double_t sigN=0;
Double_t sigSig=0;
Double_t bgdN=0;
Double_t bgdSig=0;
//ofstream outfile;
//outfile.open("yields.txt");
//outfile << "Yields for the signal region." << std::endl;
cout << jetcut << endl;
cout << "SM hh " << smhh->IntegralAndError(0,smhh->GetNbinsX(),error) << "+/-";
cout << error << endl; error=999;
cout << " VBF HH " << hh_vbf->IntegralAndError(0,hh_vbf->GetNbinsX(),error) << "+/-";
sigN+=smhh->IntegralAndError(0,smhh->GetNbinsX(),error);
sigSig+=error;
cout << error << endl; error=999;
cout << "ttbar " << ttbar->IntegralAndError(0,ttbar->GetNbinsX(),error) << "+/-";
cout << error << endl; error=999;
bgdN+=ttbar->IntegralAndError(0,ttbar->GetNbinsX(),error);bgdSig+=error*error;
cout << "Ztt " << Ztt->IntegralAndError(0,Ztt->GetNbinsX(),error) << "+/-";
cout << error << endl; error=999;
bgdN+=Ztt->IntegralAndError(0,Ztt->GetNbinsX(),error);bgdSig+=error*error;
cout << "ewk " << ewk->IntegralAndError(0,ewk->GetNbinsX(),error) << "+/-";
cout << error << endl; error=999;
bgdN+=ewk->IntegralAndError(0,ewk->GetNbinsX(),error);bgdSig+=error*error;
cout << "wjets " << wjets->IntegralAndError(0,wjets->GetNbinsX(),error) << "+/-";
cout << error << endl; error=999;
bgdN+=wjets->IntegralAndError(0,wjets->GetNbinsX(),error);bgdSig+=error*error;
cout << "ggH " << ggh->IntegralAndError(0,ggh->GetNbinsX(),error) << "+/-";
cout << error << endl; error=999;
bgdN+=ggh->IntegralAndError(0,ggh->GetNbinsX(),error);bgdSig+=error*error;
cout << "vbfH " << vbfh->IntegralAndError(0,vbfh->GetNbinsX(),error) << "+/-";
cout << error << endl; error=999;
bgdN+=vbfh->IntegralAndError(0,vbfh->GetNbinsX(),error);bgdSig+=error*error;
cout << "vH/ttH " << assoh->IntegralAndError(0,assoh->GetNbinsX(),error) << "+/-";
cout << error << endl; error=999;
bgdN+=assoh->IntegralAndError(0,assoh->GetNbinsX(),error); bgdSig+=error*error;
cout << "S = " << sigN << "+/-" << sigSig << endl;
cout << "B = " << bgdN << "+/-" << TMath::Sqrt(bgdSig) << endl;
cout << "S/sqrt(B) = " << sigN/TMath::Sqrt(bgdN) << endl;
//--------------------------------------------------------------------------
//outfile.close();
outDC->cd();
TDirectory* lTD = outDC->mkdir("mutau");
outDC->cd(lTD->GetPath());
ttbar->SetName("data_obs");
ttbar->SetTitle("data_obs");
ttbar->Write();
Ztt->SetName("ZTT");
Ztt->SetTitle("ZTT");
Ztt->Write();
ttbar->SetName("TT");
ttbar->SetTitle("TT");
ttbar->Write();
wjets->SetName("W");
wjets->SetTitle("W");
wjets->Write();
ewk->SetName("VV");
ewk->SetTitle("VV");
ewk->Write();
vbfh->SetName("qqH");
vbfh->SetTitle("qqH");
vbfh->Write();
ggh->SetName("ggH");
ggh->SetTitle("ggH");
ggh->Write();
assoh->SetName("assoH");
assoh->SetTitle("assoH");
assoh->Write();
smhh->SetName("ggHH");
smhh->SetTitle("ggHH");
smhh->Write();
hh_0->SetName("lam0");
hh_0->SetTitle("lam0");
hh_0->Write();
hh_m5->SetName("lamm5");
hh_m5->SetTitle("lamm5");
hh_m5->Write();
hh_m1->SetName("lamm1");
hh_m1->SetTitle("lamm1");
hh_m1->Write();
hh_p5->SetName("lamp5");
hh_p5->SetTitle("lamp5");
hh_p5->Write();
hh_vbf->SetName("qqHH");
hh_vbf->SetTitle("qqHH");
hh_vbf->Write();
outDC->Close();
//stack some histtograms together
vbfh->Add(ggh);
vbfh->Add(assoh);
cout << "Single H " << vbfh->IntegralAndError(0,vbfh->GetNbinsX(),error) << "+/-";
cout << error << endl; error=999;
wjets->Add(ewk);
cout << "Total Electroweak " << wjets->IntegralAndError(0,wjets->GetNbinsX(),error) << "+/-";
cout << error << endl; error=999;
//-----------------------------------------------------------------------
smhh->Scale(sigscale);
//Draw the histograms
TCanvas *canv = MakeCanvas("canv", "histograms", 800, 600);
canv->cd();
wjets->Add(ttbar);
Ztt->Add(wjets);
vbfh->Add(Ztt);
//Error band stat
TH1F* errorBand = (TH1F*)vbfh->Clone("errorBand");
errorBand ->SetMarkerSize(0);
errorBand ->SetFillColor(13);
errorBand ->SetFillStyle(3013);
errorBand ->SetLineWidth(1);
// for(int idx=0; idx<errorBand->GetNbinsX(); ++idx){
// if(errorBand->GetBinContent(idx)>0){
// std::cout << "Uncertainties on summed background samples: " << errorBand->GetBinError(idx)/errorBand->GetBinContent(idx) << std::endl;
// break;
// }
//}
vbfh->SetMaximum(1.0*std::max(maximum(vbfh, 0), maximum(smhh, 0)));
//blind(data,75,150);
//data->Draw("e");
vbfh->Draw("hist");
Ztt->Draw("histsame");
wjets->Draw("histsame");
//ggh->Draw("histsame");
ttbar->Draw("histsame");
//qcd->Draw("histsame");
//data->Draw("esame");
errorBand->Draw("e2same");
smhh->Draw("histsame");
canv->RedrawAxis();
//canv->SetLogy(1);
//---------------------------------------------------------------------------
//Adding a legend
TLegend* leg = new TLegend(0.65, 0.65, 0.95, 0.90);
SetLegendStyle(leg);
leg->AddEntry(smhh , TString::Format("%.0f#timeshh#rightarrow#tau#tau bb", sigscale) , "L" );
leg->AddEntry(vbfh , "SM H#rightarrow#tau#tau" , "F" );
leg->AddEntry(Ztt , "Z#rightarrow#tau#tau" , "F" );
leg->AddEntry(wjets , "Electroweak" , "F" );
leg->AddEntry(ttbar, "t#bar{t}" , "F" );
leg->AddEntry(errorBand,"bkg. uncertainty","F");
leg->Draw();
//---------------------------------------------------------------------------
//CMS_lumi_v2( canv, 14, 11 );
//CMS preliminary
//const char* dataset = "CMS Simulation, 3000 fb^{-1} at 14 TeV";
const char* category = "";
//CMSPrelim(dataset, "#tau_{#mu}#tau_{h}", 0.17, 0.835);
//CMSPrelim(dataset, "", 0.16, 0.835);
TPaveText* chan = new TPaveText(0.52, 0.35, 0.91, 0.55, "tlbrNDC");
chan->SetBorderSize( 0 );
chan->SetFillStyle( 0 );
chan->SetTextAlign( 12 );
chan->SetTextSize ( 0.05 );
chan->SetTextColor( 1 );
chan->SetTextFont ( 62 );
chan->AddText(category);
//chan->Draw();
//-------------------------------------------------------------------------
//Save histograms
canv->Print((var+"_mt.png").c_str());
/*
Ratio Data over MC
*/
/*
TCanvas *canv1 = MakeCanvas("canv0", "histograms", 600, 400);
canv1->SetGridx();
canv1->SetGridy();
canv1->cd();
TH1F* model = (TH1F*)Ztt ->Clone("model");
TH1F* test1 = (TH1F*)vbfh->Clone("test1");
for(int ibin=0; ibin<test1->GetNbinsX(); ++ibin){
//the small value in case of 0 entries in the model is added to prevent the chis2 test from failing
model->SetBinContent(ibin+1, model->GetBinContent(ibin+1)>0 ? model->GetBinContent(ibin+1)*model->GetBinWidth(ibin+1) : 0.01);
//model->SetBinError (ibin+1, CONVERVATIVE_CHI2 ? 0. : model->GetBinError (ibin+1)*model->GetBinWidth(ibin+1));
model->SetBinError (ibin+1, 0);
test1->SetBinContent(ibin+1, test1->GetBinContent(ibin+1)*test1->GetBinWidth(ibin+1));
test1->SetBinError (ibin+1, test1->GetBinError (ibin+1)*test1->GetBinWidth(ibin+1));
}
double chi2prob = test1->Chi2Test (model,"PUW"); std::cout << "chi2prob:" << chi2prob << std::endl;
double chi2ndof = test1->Chi2Test (model,"CHI2/NDFUW"); std::cout << "chi2ndf :" << chi2ndof << std::endl;
double ksprob = test1->KolmogorovTest(model); std::cout << "ksprob :" << ksprob << std::endl;
double ksprobpe = test1->KolmogorovTest(model,"DX"); std::cout << "ksprobpe:" << ksprobpe << std::endl;
std::vector<double> edges;
TH1F* zero = (TH1F*)ttbar->Clone("zero"); zero->Clear();
TH1F* rat1 = (TH1F*)vbfh->Clone("rat1");
for(int ibin=0; ibin<rat1->GetNbinsX(); ++ibin){
rat1->SetBinContent(ibin+1, Ztt->GetBinContent(ibin+1)>0 ? vbfh->GetBinContent(ibin+1)/Ztt->GetBinContent(ibin+1) : 0);
rat1->SetBinError (ibin+1, Ztt->GetBinContent(ibin+1)>0 ? vbfh->GetBinError (ibin+1)/Ztt->GetBinContent(ibin+1) : 0);
zero->SetBinContent(ibin+1, 0.);
zero->SetBinError (ibin+1, Ztt->GetBinContent(ibin+1)>0 ? Ztt ->GetBinError (ibin+1)/Ztt->GetBinContent(ibin+1) : 0);
}
for(int ibin=0; ibin<rat1->GetNbinsX(); ++ibin){
if(rat1->GetBinContent(ibin+1)>0){
edges.push_back(TMath::Abs(rat1->GetBinContent(ibin+1)-1.)+TMath::Abs(rat1->GetBinError(ibin+1)));
// catch cases of 0 bins, which would lead to 0-alpha*0-1
rat1->SetBinContent(ibin+1, rat1->GetBinContent(ibin+1)-1.);
}
}
float range = 0.1;
std::sort(edges.begin(), edges.end());
if (edges[edges.size()-2]>0.1) { range = 0.2; }
if (edges[edges.size()-2]>0.2) { range = 0.5; }
if (edges[edges.size()-2]>0.5) { range = 1.0; }
if (edges[edges.size()-2]>1.0) { range = 1.5; }
if (edges[edges.size()-2]>1.5) { range = 2.0; }
rat1->SetLineColor(kBlack);
rat1->SetFillColor(kGray );
rat1->SetMaximum(+range);
rat1->SetMinimum(-range);
rat1->GetYaxis()->CenterTitle();
rat1->GetYaxis()->SetTitle("#bf{Data/MC-1}");
rat1->GetXaxis()->SetTitle("#bf{m_{#tau#tau} [GeV]}");
rat1->Draw();
zero->SetFillStyle( 3013);
zero->SetFillColor(kBlack);
zero->SetLineColor(kBlack);
zero->SetMarkerSize(0.1);
zero->Draw("e2histsame");
canv1->RedrawAxis();
TPaveText* stat1 = new TPaveText(0.20, 0.76+0.061, 0.32, 0.76+0.161, "NDC");
stat1->SetBorderSize( 0 );
stat1->SetFillStyle( 0 );
stat1->SetTextAlign( 12 );
stat1->SetTextSize ( 0.05 );
stat1->SetTextColor( 1 );
stat1->SetTextFont ( 62 );
stat1->AddText(TString::Format("#chi^{2}/ndf=%.3f, P(#chi^{2})=%.3f", chi2ndof, chi2prob));
//stat1->AddText(TString::Format("#chi^{2}/ndf=%.3f, P(#chi^{2})=%.3f, P(KS)=%.3f", chi2ndof, chi2prob, ksprob));
//stat1->Draw();
canv1->Print((var+"_ratio.png").c_str());
*/
}