double* IfitBin(TH1D* dataInput, TH1D* sigTemplate, TH1D* bkgTemplate)
{
// Start TFractionFitter
double Spara(0), eSpara(0);
double Bpara(0), eBpara(0);
TObjArray *mc = new TObjArray(2);
mc->Add(sigTemplate);
mc->Add(bkgTemplate);
TFractionFitter *fitTemplate = new TFractionFitter(dataInput, mc);
fitTemplate->Constrain(0, 0.0, 1.0);
fitTemplate->Constrain(1, 0.0, 1.0);
int status = fitTemplate->Fit();
cout<<" Fitting status = "<<status<<endl;
if (status == 0) {
fitTemplate->GetResult(0, Spara, eSpara);
fitTemplate->GetResult(1, Bpara, eBpara);
cout<<" Fitting result = "<<endl;
cout<<" Chi2 = "<<fitTemplate->GetChisquare()<<endl;
cout<<" NDF = "<<fitTemplate->GetNDF()<<endl;
cout<<" Prob = "<<fitTemplate->GetProb()<<endl;
cout<<" Signal fraction = "<<Spara<<"; Error = "<<eSpara<<endl;
cout<<" Background fraction = "<<Bpara<<"; Error = "<<eBpara<<endl;
}
TH1D *FitResultReal = (TH1D*)sigTemplate->Clone();
TH1D *FitResultFake = (TH1D*)bkgTemplate->Clone();
TH1D *FitResultAll = (TH1D*)dataInput->Clone();
FitResultReal->SetName("ResultReal");
FitResultFake->SetName("ResultFake");
FitResultAll->SetName("ResultAll");
FitResultReal->Scale(1./FitResultReal->Integral()*Spara*dataInput->Integral());
FitResultFake->Scale(1./FitResultFake->Integral()*Bpara*dataInput->Integral());
FitResultAll->Reset();
FitResultAll->Add(FitResultReal);
FitResultAll->Add(FitResultFake);
TCanvas *c1 = new TCanvas("c1", "", 600, 400);
c1->cd();
FitResultAll->SetXTitle("#sigma_{i#etai#eta}");
FitResultAll->SetYTitle("Number of photons");
FitResultAll->SetMinimum(0);
FitResultAll->SetMaximum(FitResultAll->GetMaximum()*1.4);
FitResultAll->SetLineColor(1);
FitResultAll->SetLineWidth(2);
FitResultAll->Draw();
dataInput->SetMarkerStyle(21);
dataInput->SetMarkerSize(0.7);
dataInput->SetLineColor(1);
dataInput->SetLineWidth(2);
dataInput->Draw("PE1same");
FitResultReal->SetLineColor(2);
FitResultReal->SetFillColor(2);
FitResultReal->SetFillStyle(3002);
FitResultReal->Draw("same");
FitResultFake->SetLineColor(4);
FitResultFake->SetFillColor(4);
FitResultFake->SetFillStyle(3004);
FitResultFake->Draw("same");
TLegend *leg1 = new TLegend(0.5,0.5,0.9,0.85);
char text[200];
leg1->SetFillColor(0);
leg1->SetShadowColor(0);
leg1->SetFillStyle(0);
leg1->SetBorderSize(0);
leg1->SetLineColor(0);
sprintf(text,"Data: %5.1f events", dataInput->Integral());
leg1->AddEntry(dataInput, text, "pl");
sprintf(text,"Fitted: %5.1f events", FitResultAll->Integral());
leg1->AddEntry(FitResultAll, text, "l");
sprintf(text,"Signal %5.1f #pm %5.1f events", FitResultReal->Integral(), eSpara/Spara*FitResultReal->Integral());
leg1->AddEntry(FitResultReal, text, "f");
sprintf(text,"Background %5.1f #pm %5.1f events", FitResultFake->Integral(), eBpara/Bpara*FitResultFake->Integral());
leg1->AddEntry(FitResultFake, text, "f");
leg1->Draw();
return;
}
void zeeAnaDiff(TH1D* hsee, TCut addCut,TH1D* hseeMc) {
TFile *f1=new TFile(fname1.Data());
TTree *zp = (TTree*)f1->Get("tz");
zp->AddFriend("yEvt=yongsunHiEvt" ,fname1.Data());
zp->AddFriend("ySkim=yongsunSkimTree" ,fname1.Data());
zp->AddFriend("yHlt=yongsunHltTree" ,fname1.Data());
zp->AddFriend("tgj", fname1.Data());
TH1D* hmass = new TH1D("hmass",";inv. mass (GeV);event fraction",34,30,200);
hmass->Sumw2();
zp->Draw("invm>>hmass",addCut && "isEle1==1 && isEle2==1");
TH1D* htemp = (TH1D*)hsee->Clone("htemp"); htemp->Reset();
zp->Draw("see1>>htemp",addCut && "isEle1==1 && isEle2==1" && "invm>80 && invm<100" );
hsee->Reset();
hsee->Add(htemp);
handsomeTH1(hmass,2);
scaleInt(hmass);
TH1D* htempMC;
TFile *f1mc;
TTree *zpmc ;
f1mc=new TFile(fname1MC.Data());
zpmc = (TTree*)f1mc->Get("tz");
zpmc->AddFriend("yEvt=yongsunHiEvt" ,fname1MC.Data());
zpmc->AddFriend("ySkim=yongsunSkimTree" ,fname1MC.Data());
zpmc->AddFriend("yHlt=yongsunHltTree" ,fname1MC.Data());
zpmc->AddFriend("yPho=yongsunPhotonTree" ,fname1MC.Data());
zpmc->AddFriend("tgj", fname1MC.Data());
hseeMc->Sumw2();
htempMC = (TH1D*)hseeMc->Clone("htempMc"); htempMC->Reset();
TH1D* hmassMC = new TH1D("hmassMC11",";inv. mass (GeV);event fraction",34,30,200);
hmassMC->Sumw2();
zpmc->Draw("invm>>hmassMC11",Form("(%s) *yPho.ncoll",addCut.GetTitle()));
zpmc->Draw("see1>>htempMc",Form("(%s) *yPho.ncoll", (addCut && "invm>80 && invm<100").GetTitle()) );
hseeMc->Reset();
hseeMc->Add(htempMC);
handsomeTH1(hmassMC,1);
scaleInt(hmassMC);
hmassMC->SetAxisRange(0,0.6,"Y");
hmassMC->DrawCopy();
hmass->DrawCopy("same");
TLegend* leg1 = new TLegend(0.5580645,0.5381356,0.8923387,0.7648305,NULL,"brNDC");
easyLeg(leg1,"Z->ee mass");
leg1->AddEntry(hmass,"DATA","pl");
leg1->AddEntry(hmassMC,"MC","pl");
leg1->Draw();
}
// ============================================================================
StatusCode Gaudi::Utils::Histos::fromXml
( TH1D& result , const std::string& input )
{
//
result.Reset() ; // RESET old histogram
//
_Xml<TH1D> _xml ;
std::auto_ptr<TH1D> histo = _xml ( input ) ;
if ( 0 == histo.get() ) { return StatusCode::FAILURE ; } // RETURN
//
result.Reset() ;
histo->Copy ( result ) ;
//
return StatusCode::SUCCESS ;
}
void makeGaussianSignals(SigData_t& m_sigdata)
{
//std::vector<TH1D *> vgsh(NUMCHAN);
std::vector<TH1D *> vcdfh(NUMCHAN);
if( m_sigdata.find("gs") == m_sigdata.end() ) {
cerr << "Gaussian signal data not found, not making CDF signal!" << endl;
return;
}
for (int ichan=0; ichan<NUMCHAN; ichan++) {
TH1D *cdfh;
TString channame(channames[ichan]);
TString name;
TH1D * gsh = m_sigdata["gs"].at(ichan);
assert(gsh) ;
#if 0
name = "Signalgs_"+channame;
gsh = (TH1D *)tch->Clone(name.Data());
assert(gsh);
gsh->SetTitle("Gaussian signal");
gsh->Reset();
TF1 *g = (TF1 *)gROOT->GetFunction("gaus");
g->SetParameters(1,gaussian_mean_mass_gev,gaussian_mass_sigma_gev);
gsh->FillRandom("gaus",100000);
// norm to 1pb signal with 1/fb integrated luminosity
double norm = 1000 * gseffxacc[ichan]/gsh->Integral(0,gsh->GetNbinsX()+1,"width");
//gsh->Scale(norm/eff_fudgefactor); // kludge: pre-undo the fudge in the next module
gsh->Scale(norm);
vgsh[ichan] = gsh;
#endif
// New CDF bump, same as Gauss but set to CDF (obs/theor)*(LHC theor) = 3.43pb
cdfh = (TH1D *)gsh->Clone("CDFbump");
cdfh->Scale(3.43);
vcdfh[ichan] = cdfh;
cdfh->Draw();
gsh->Draw("same");
} // channel loop
//m_sigdata["gs"] = vgsh;
m_sigdata["cdf"] = vcdfh;
} // makeGaussianSignals
///////////////////////////////////////////////////////////////////
//////// Go4 GUI example script fft.C
// J.Adamczewski, gsi, 30 May 2012
// NOTE: to be run in Go4 GUI local command line only!
// NEVER call this script in remote analysis process!!!
/////// Functionality:
// perfroms fft on histogram of name1 using the option as explained in root TVirtualFFT:FFT
/////// Usage:
// The draw flag switches if the results are displayed each time this macro is called
// if display is switched off, the result histogram is just updated in browser and existing displays
///////
Bool_t fft(const char* name1, Option_t* opt = "R2C M", Bool_t draw=kTRUE)
{
if(TGo4AbstractInterface::Instance()==0 || go4!=TGo4AbstractInterface::Instance()) {
std::cout <<"FATAL: Go4 gui macro executed outside Go4 GUI!! returning." << std::endl;
return kFALSE;
}
TString newname;
TString fullname1 = go4->FindItem(name1);
TObject* ob1 = go4->GetObject(fullname1,1000); // 1000=timeout to get object from analysis in ms
if ((ob1==0) || !ob1->InheritsFrom("TH1")) {
std::cout <<"fft could not get histogram "<<fullname1 << std::endl;
return kFALSE;
}
if(ob1->InheritsFrom("TH2") || ob1->InheritsFrom("TH3")){ // 2d
std::cout <<"fft does not support 2d/3d histogram "<<fullname1 << std::endl;
return kFALSE;
}
TH1* his1=(TH1*)ob1;
TString n1=his1->GetName();
TString t1=his1->GetTitle();
newname.Form("_fft_%s",opt);
TString finalname = n1+newname;
TString finaltitle = t1+newname;
// do fft here:
Int_t N = his1->GetNbinsX();
TH1D* result = new TH1D(finalname, finaltitle,N,0,N);
result->SetName(finalname);
result->SetTitle(finaltitle);
result->Reset("");
Double_t *in = new Double_t[N];
// since we do not know type of input histo, we copy contents to Double array:
for(Int_t ix=0; ix<N;++ix)
{
in[ix]=his1->GetBinContent(ix+1);
}
TVirtualFFT *thefft = TVirtualFFT::FFT(1, &N, opt);
thefft->SetPoints(in);
thefft->Transform();
Double_t re, im;
for (Int_t i=0; i<N; i++) {
thefft->GetPointComplex(i, re, im);
result->SetBinContent(i+1,TMath::Sqrt(re*re + im*im));
}
result->SetDirectory(0);
TString rname = go4->SaveToMemory("FFT", result, kTRUE);
std::cout<< "Saved result histogram to " << rname.Data() <<std::endl;
if(draw){
ViewPanelHandle vpanel = go4->StartViewPanel();
go4->DrawItem(rname, vpanel);
}
return kTRUE;
}
TH1D* merge(TH1D* bg1, TH1D* bg2, TH1D* signal)
{
TList *list = new TList;
list->Add(bg1);
list->Add(bg2);
list->Add(signal);
ostringstream newname; newname << signal->GetName() << "_merged";
TH1D* newsignal = (TH1D*)signal->Clone(newname.str().c_str());
newsignal->Reset();
newsignal->Merge(list);
return newsignal;
}
void getseePhoMC(TH1D* hsee, TCut addCut){
TFile *f1=new TFile(fPho.Data());
TTree *photon1 = (TTree*)f1->Get("yongsunPhotonTree");
photon1->AddFriend("yEvt=yongsunHiEvt" ,fPho.Data());
photon1->AddFriend("ySkim=yongsunSkimTree" ,fPho.Data());
photon1->AddFriend("yHlt=yongsunHltTree" ,fPho.Data());
photon1->AddFriend("tgj", fPho.Data());
TH1D* htemp = (TH1D*)hsee->Clone("htemp"); htemp->Reset();
photon1->Draw("sigmaIetaIeta>>htemp",Form("(%s) *ncoll",addCut.GetTitle()));
hsee->Reset();
hsee->Add(htemp);
}
TH1D* mergeSys( TH1D* h1, TH1D* h2) {
TH1D* hres = (TH1D*)h1->Clone(Form("%s_merged",h1->GetName()) );
hres->Reset();
Int_t nBins = h1->GetNbinsX();
for ( Int_t j=1; j<=nBins ;j++)
{
float y1 = h1->GetBinContent(j);
float y2 = h2->GetBinContent(j);
hres->SetBinContent(j, sqrt( y1*y1 + y2*y2) );
hres->SetBinError(j, 0.00001);
}
return hres;
}
//_____________________________________________________________________________
TH1D *SetRMS(TH2D *h2, const TString s)
{
TH1D *h = h2->ProjectionX(s.Data()); h->Reset();
for (Int_t kx=1; kx<=h2->GetNbinsX(); kx++) {
TH1D *hTmp = h2->ProjectionY(Form("hTmp_%d",kx), kx, kx);
if (hTmp->Integral()<=0.)
h->SetBinContent(kx, 0.);
else
h->SetBinContent(kx, hTmp->GetRMS());
cout << h->GetBinContent(kx) << endl;
delete hTmp; hTmp = 0;
}
return h;
}
// Rebin first histogram to match the second
TH1D *tools::Rebin(const TH1D *h, const TH1D* href) {
//assert(href->GetNbinsX()<=h->GetNbinsX());
if (!(href->GetNbinsX()<=h->GetNbinsX())) {
cout << "Histo has less bins than ref: "
<< h->GetNbinsX() << " vs " << href->GetNbinsX()
<< " for " << h->GetName() << endl;
}
// First, we need to rebin inclusive jets to match b-tagged jets
TH1D *hre = (TH1D*)href->Clone(Form("%s_rebin",h->GetName()));
hre->Reset();
for (int i = 1; i != h->GetNbinsX()+1; ++i) {
double x = h->GetBinLowEdge(i);
int j = hre->FindBin(x);
// Check that h is fully contained within href bin
if (h->GetBinContent(i)!=0) {
if (!(h->GetBinLowEdge(i)>=hre->GetBinLowEdge(j) - 1e-5 &&
h->GetBinLowEdge(i+1)<=hre->GetBinLowEdge(j+1) + 1e-5)) {
cerr << Form("Warning, bin edges overlapping: h=[%1.0f,%1.0f],"
" hre=[%1.0f,%1.0f] (%s)",
h->GetBinLowEdge(i), h->GetBinLowEdge(i+1),
hre->GetBinLowEdge(j), hre->GetBinLowEdge(j+1),
h->GetName()) << endl;
}
double y = ( hre->GetBinContent(j)*hre->GetBinWidth(j)
+ h->GetBinContent(i)*h->GetBinWidth(i) )
/ hre->GetBinWidth(j);
//double ey = ( hre->GetBinError(j)*hre->GetBinWidth(j)
// + h->GetBinError(i)*h->GetBinWidth(i) )
// / hre->GetBinWidth(j);
double ey = sqrt( pow(hre->GetBinError(j)*hre->GetBinWidth(j),2)
+ pow(h->GetBinError(i)*h->GetBinWidth(i),2) )
/ hre->GetBinWidth(j);
hre->SetBinContent(j, y);
hre->SetBinError(j, ey);
}
} // for i
return hre;
} // Rebin
TH1D *LPFilter( TH1D *hin , Double_t Cend ) {
if (Cend==-1.0) Cend = CPF ;
Double_t RCns = 50. * Cend * 1.e-3 ;
Double_t At = hin->GetBinCenter(2) - hin->GetBinCenter(1) ;
Double_t alfa = At/(RCns + At) ;
TH1D *hout = (TH1D *) hin->Clone(); hout->Reset();
hout->SetTitle( Form("C=%d pF",TMath::Nint(Cend)) ) ;
hout->SetName( Form("C=%d pF",TMath::Nint(Cend)) ) ;
hout->SetBinContent(1, hin->GetBinContent(1) );
for ( Int_t i=2 ; i<=hin->GetNbinsX() ; i++ ) {
Double_t val = (1.0-alfa)*hout->GetBinContent(i-1) + alfa*hin->GetBinContent(i) ;
hout->SetBinContent(i,val);
}
return hout ;
}
void make(TDirectory & out, TObject * o) {
TDirectory * dir;
TH1F * th1f;
TH1D * th1d;
TH2F * th2f;
TH2D * th2d;
out.cd();
if((dir = dynamic_cast<TDirectory*>(o)) != 0) {
TDirectory * outDir = out.mkdir(dir->GetName(), dir->GetTitle());
TIter next(dir->GetListOfKeys());
TKey *key;
while( (key = dynamic_cast<TKey*>(next())) ) {
string className(key->GetClassName());
string name(key->GetName());
TObject * obj = dir->Get(name.c_str());
if(obj == 0) {
cerr <<"error: key " << name << " not found in directory " << dir->GetName() << endl;
exit(-1);
}
make(*outDir, obj);
}
} else if((th1f = dynamic_cast<TH1F*>(o)) != 0) {
TH1F *h = (TH1F*) th1f->Clone();
h->Reset();
h->Sumw2();
h->SetDirectory(&out);
} else if((th1d = dynamic_cast<TH1D*>(o)) != 0) {
TH1D *h = (TH1D*) th1d->Clone();
h->Reset();
h->Sumw2();
h->SetDirectory(&out);
} else if((th2f = dynamic_cast<TH2F*>(o)) != 0) {
TH2F *h = (TH2F*) th2f->Clone();
h->Reset();
h->Sumw2();
h->SetDirectory(&out);
} else if((th2d = dynamic_cast<TH2D*>(o)) != 0) {
TH2D *h = (TH2D*) th2d->Clone();
h->Reset();
h->Sumw2();
h->SetDirectory(&out);
}
}
void TrkClosure(
int anaMode=0, // 0=pt, 1=eta, 2=dphi, 3=xi
TString outdir="fig/trkcorrv14_closure"
)
{
TH1::SetDefaultSumw2();
gSystem->mkdir(outdir,kTRUE);
bool doCorr=true;
float maxEta=2.4;
float ptmin=0.5,ptmax=200;
TString mod="Forest2_MergedGeneral";
TrackingCorrections trkCorr("Forest2STAv14",mod);
trkCorr.AddSample("trkcorr/IterTrkCorrv14XSec/IterTrkCorrv14XSec_hy18dj80to100_akPu3Calo_100_-1_-1000_genJetMode0.root",80);
trkCorr.Init();
// TFile * inf = new TFile("output_hy18dj100_fv27_ntv1_corrv14_akPu3PF_100_-1_-1000_saveTrk1_jmin100_tmin1_genJetMode0.root");
TFile * inf = new TFile("output_hy18dj80_fv27_ntv1_corrv14_akPu3PF_100_-1_-1000_saveTrk1_jmin100_tmin1_genJetMode0.root");
// TFile * inf = new TFile("output_sigdj80_fv27_ntv1_akPu3PF_100_-1_-1000_saveTrk1_jmin100_tmin1_genJetMode0_corrhi.root");
// TFile * inf = new TFile("output_sigdj80_fv27_ntv1_akPu3PF_100_-1_-1000_saveTrk1_jmin100_tmin1_genJetMode0_corrppv14jetfinexsec.root");
// TFile * inf = new TFile("output_sigdj80_fv27_ntv1_corrv14_akPu3PF_100_-1_-1000_saveTrk1_jmin100_tmin1_genJetMode0.root");
TTree * t = (TTree*)inf->Get("tgj");
//////////////////////////////////////////
// Analysis Setup
//////////////////////////////////////////
TString tag=Form("trkClos%d_0to12_jpt100_pthat80",anaMode);
TCut sel = "cBin<12&&pt1>100";
// TString tag=Form("trkClos%d_pp_jpt100_pthat80",anaMode);
// TCut sel = "pt1>100";
TCut genpSel = "";
TCut trkSel = "";
// TCut genpSel = "simAsso==1||simAsso==2";
// TCut trkSel = "trkAsso==1||trkAsso==2";
TString trkWt = "trkWt";
float nEvt = t->GetEntries(sel);
cout << sel << ": " << nEvt << " events" << endl;
Compare cmp("cmp","");
TH1D * hGenp, *hTrk, *hTrkCorr;
float xmin=1, xmax=119.9;
bool doLogx=true, doLogy=true;
TString genVar, trkVar;
TCut finalGenSel,finalTrkSel;
if (anaMode==0) {
TH1D * hPtBin = (TH1D*)trkCorr.ptBin_->Clone("hPtBin");
hPtBin->Reset();
hPtBin->SetAxisRange(0.5,179.9,"X");
hGenp = (TH1D*)trkCorr.ptBin_->Clone("hGenp");
hTrk = (TH1D*)trkCorr.ptBin_->Clone("hTrk");
hTrkCorr = (TH1D*)trkCorr.ptBin_->Clone("hTrkCorr");
cmp.Legend(0.24,0.23,0.7,0.4);
cmp.leg->AddEntry(hTrk,Form("|#eta| < %.1f",maxEta),"");
tag += Form("_eta%.0f",maxEta*10);
genVar="simPt";
trkVar="trkPt";
finalGenSel = sel&&genpSel&&Form("abs(simEta)<%.2f",maxEta);
finalTrkSel = sel&&trkSel&&Form("abs(trkEta)<%.2f",maxEta);
} else if (anaMode==1) {
TH1D * hEtaBin = (TH1D*)trkCorr.etaBin_->Clone("hEtaBin");
hEtaBin->Reset();
hGenp = (TH1D*)hEtaBin->Clone("hGenp");
hTrk = (TH1D*)hEtaBin->Clone("hTrk");
hTrkCorr = (TH1D*)hEtaBin->Clone("hTrkCorr");
doLogx=false;
doLogy=false;
cmp.Legend(0.19,0.76,0.65,0.93);
cmp.leg->AddEntry(hTrk,Form("%.1f < p_{T} < %.1f GeV/c",ptmin,ptmax),"");
tag += Form("_pt%.0f",ptmin);
genVar="simEta";
trkVar="trkEta";
finalGenSel = sel&&genpSel&&Form("simPt>=%.2f&&simPt<%.2f",ptmin,ptmax);
finalTrkSel = sel&&trkSel&&Form("trkPt>=%.2f&&trkPt<%.2f",ptmin,ptmax);
} else if (anaMode==2) {
TH1D * hBin = new TH1D("hBin",";#Delta#phi(trk,jet1)",25,0,3.14159);
hGenp = (TH1D*)hBin->Clone("hGenp");
hTrk = (TH1D*)hBin->Clone("hTrk");
hTrkCorr = (TH1D*)hBin->Clone("hTrkCorr");
doLogx=false;
doLogy=true;
cmp.Legend(0.19,0.76,0.65,0.93);
cmp.leg->AddEntry(hTrk,Form("%.1f < p_{T} < %.1f GeV/c",ptmin,ptmax),"");
tag += Form("_pt%.0f",ptmin);
genVar="acos(cos(simPhi-phi1))";
trkVar="acos(cos(trkPhi-phi1))";
finalGenSel = sel&&genpSel&&Form("simPt>=%.2f&&simPt<%.2f",ptmin,ptmax);
finalTrkSel = sel&&trkSel&&Form("trkPt>=%.2f&&trkPt<%.2f",ptmin,ptmax);
} else if (anaMode==3) {
TH1D * hBin = new TH1D("hBin",";#xi=1/ln(z)",12,0,6);
hGenp = (TH1D*)hBin->Clone("hGenp");
hTrk = (TH1D*)hBin->Clone("hTrk");
hTrkCorr = (TH1D*)hBin->Clone("hTrkCorr");
doLogx=false;
doLogy=false;
cmp.Legend(0.19,0.76,0.65,0.93);
cmp.leg->AddEntry(hTrk,Form("%.1f < p_{T} < %.1f GeV/c",ptmin,ptmax),"");
tag += Form("_pt%.0f",ptmin);
genVar="log(pt1/simPt)";
trkVar="log(pt1/trkPt)";
finalGenSel = sel&&genpSel&&Form("simPt>=%.2f&&simPt<%.2f&&(simAsso==1||simAsso==2)",ptmin,ptmax);
finalTrkSel = sel&&trkSel&&Form("trkPt>=%.2f&&trkPt<%.2f&&(trkAsso==1||trkAsso==2)",ptmin,ptmax);
}
if (anaMode>0) {
xmin= hGenp->GetBinLowEdge(1);
xmax= hGenp->GetBinLowEdge(hGenp->GetNbinsX());
}
// Legend
cmp.leg->AddEntry(hTrk,"Raw Trk","p");
if (doCorr) cmp.leg->AddEntry(hTrkCorr,"Corr. Trk","p");
cmp.leg->AddEntry(hGenp,"Gen. Particle","l");
//////////////////////////////////////////
// Run Analysis
//////////////////////////////////////////
cout << genVar << ": " << finalGenSel << endl;
cout << trkVar << ": " << finalTrkSel << endl;
if (doCorr) cout << "Corr: " << (finalTrkSel)*trkWt << endl;
t->Draw(genVar+">>hGenp",finalGenSel,"goff");
t->Draw(trkVar+">>hTrk",finalTrkSel,"goff");
if (doCorr) t->Draw(trkVar+">>hTrkCorr",(finalTrkSel)*trkWt);
hGenp->Scale(1./nEvt);
hTrk->Scale(1./nEvt);
hTrkCorr->Scale(1./nEvt);
//////////////////////////////////////////
// Draw
//////////////////////////////////////////
TCanvas * c2 = new TCanvas("c2","c2",800,400);
c2->Divide(2,1);
c2->cd(1);
hGenp->SetLineColor(2);
hTrk->SetMarkerStyle(kOpenCircle);
normHist(hGenp,-1,true);
normHist(hTrk,-1,true);
normHist(hTrkCorr,-1,true);
if (doLogx) gPad->SetLogx();
if (doLogy) gPad->SetLogy();
else hGenp->SetAxisRange(0,hGenp->GetMaximum()*1.4,"Y");
if (anaMode==0) hGenp->SetAxisRange(xmin,xmax,"X");
hGenp->Draw("hist");
hTrk->Draw("sameE");
if (doCorr) hTrkCorr->Draw("sameE");
cmp.leg->Draw();
c2->cd(2);
TH1D * hTrkRat = (TH1D*)hTrk->Clone("hTrkRat");
hTrkRat->Divide(hGenp);
TH1D * hTrkCorrRat = (TH1D*)hTrkCorr->Clone("hTrkCorrRat");
if (doCorr) hTrkCorrRat->Divide(hGenp);
if (doLogx) gPad->SetLogx();
if (anaMode==0) hTrkRat->SetAxisRange(xmin,xmax,"X");
hTrkRat->SetAxisRange(0.,2,"Y");
TLine * l1 = new TLine(xmin,1,xmax,1);
l1->SetLineStyle(2);
hTrkRat->Draw("E");
l1->Draw();
if (doCorr) hTrkCorrRat->Draw("sameE");
c2->Print(Form("%s/%s.gif",outdir.Data(),tag.Data()));
c2->Print(Form("%s/%s.pdf",outdir.Data(),tag.Data()));
c2->Print(Form("%s/%s.C",outdir.Data(),tag.Data()));
}
void drawSys_merged() {
// TH1::SetDefaultSumw2();
gStyle -> SetOptStat(0);
const int kPPcentral = 1;
const int kPPperipheral =2 ;
const int kHIcentral = 3;
const int kHIperipheral = 4;
const int kPADATA = 5;
const int kPAMC = 6;
TH1D* dNdJetPt[7][5]; // [collision] [ ptbin] [Before/After variation]
TH1D* dNdJetPtSys[7][5]; // [collision] [ ptbin] [Before/After variation]
TH1D* dNdJetPtSysIaa[7][5]; // [collision] [ ptbin] [Before/After variation]
TH1D* meanJetPt[7]; // [collision] [Before/After variation]
TH1D* meanJetPtSys[7]; // [collision] [Before/After variation]
TH1D* meanRjg[7];
TH1D* meanRjgSys[7];
TH1D* bmeanJetPt[7]; // [collision] [Before/After variation]
TH1D* bmeanJetPtSys[7]; // [collision] [Before/After variation]
TH1D* bmeanRjg[7];
TH1D* bmeanRjgSys[7];
TFile * f = new TFile("../resultHistograms_ppSmeared10030.root");
bmeanJetPt[1] =(TH1D*)f->Get(Form("meanJetPt_pp"));
bmeanRjg[1] =(TH1D*)f->Get(Form("meanRjg_pp"));
for ( int ipt = 1 ; ipt <=nPtBin ; ipt++) {
dNdJetPt[1][ipt] = (TH1D*)f->Get(Form("dNdJetPt_pp_ptBin%d", ipt ));
}
f = new TFile("../resultHistograms_ppSmeared13099.root");
bmeanJetPt[2] =(TH1D*)f->Get(Form("meanJetPt_pp"));
bmeanRjg[2] =(TH1D*)f->Get(Form("meanRjg_pp"));
for ( int ipt = 1 ; ipt <=nPtBin ; ipt++) {
dNdJetPt[2][ipt] = (TH1D*)f->Get(Form("dNdJetPt_pp_ptBin%d", ipt ));
}
// pbpb
f = new TFile("../resultHistograms_jetResCorrection.root");
bmeanJetPt[3] =(TH1D*)f->Get(Form("meanJetPt_pbpb_centralityBin1"));
bmeanRjg[3] =(TH1D*)f->Get(Form("meanRjg_pbpb_centralityBin1"));
for ( int ipt = 1 ; ipt <=nPtBin ; ipt++) {
dNdJetPt[3][ipt] = (TH1D*)f->Get(Form("dNdJetPt_pbpb_centralityBin1_ptBin%d", ipt ));
}
bmeanJetPt[4] =(TH1D*)f->Get(Form("meanJetPt_pbpb_centralityBin2"));
bmeanRjg[4] =(TH1D*)f->Get(Form("meanRjg_pbpb_centralityBin2"));
for ( int ipt = 1 ; ipt <=nPtBin ; ipt++) {
dNdJetPt[4][ipt] = (TH1D*)f->Get(Form("dNdJetPt_pbpb_centralityBin2_ptBin%d", ipt ));
}
// pPb
f = new TFile("../resultHistograms_jetResCorrection.root");
bmeanJetPt[5] =(TH1D*)f->Get(Form("meanJetPt_ppb"));
bmeanRjg[5] =(TH1D*)f->Get(Form("meanRjg_ppb"));
for ( int ipt = 1 ; ipt <=nPtBin ; ipt++) {
dNdJetPt[5][ipt] = (TH1D*)f->Get(Form("dNdJetPt_ppb_ptBin%d", ipt ));
}
f = new TFile("../resultHistograms_MC_recoIsoPhoton.root");
bmeanJetPt[6] =(TH1D*)f->Get(Form("meanJetPt_ppb"));
bmeanRjg[6] =(TH1D*)f->Get(Form("meanRjg_ppb"));
for ( int ipt = 1 ; ipt <=nPtBin ; ipt++) {
dNdJetPt[6][ipt] = (TH1D*)f->Get(Form("dNdJetPt_ppb_ptBin%d", ipt ));
}
TFile* fSys = new TFile("../merged/relativeSys_merged.root");
bmeanJetPtSys[1] =(TH1D*)fSys->Get("meanJetPt_pp_uncertainty_merged");
bmeanRjgSys[1] =(TH1D*)fSys->Get(Form("meanRjg_pp_uncertainty_merged"));
for ( int ipt = 1 ; ipt <=nPtBin ; ipt++) {
dNdJetPtSysIaa[1][ipt] = (TH1D*)fSys->Get(Form("dNdJetPt_IaaBin_pp_ptBin%d_uncertainty_merged", ipt ));
}
bmeanJetPtSys[2] = (TH1D*)bmeanJetPtSys[1]->Clone(Form("%s_2",bmeanJetPtSys[1]->GetName()));
bmeanRjgSys[2] = (TH1D*)bmeanRjgSys[1]->Clone(Form("%s_2",bmeanRjgSys[1]->GetName()));
for ( int ipt = 1 ; ipt <=nPtBin ; ipt++) {
dNdJetPtSysIaa[2][ipt] = (TH1D*)dNdJetPtSysIaa[1][ipt]->Clone(Form("%s_2",dNdJetPtSysIaa[1][ipt]->GetName()));
}
bmeanJetPtSys[3] =(TH1D*)fSys->Get("meanJetPt_pbpb_centralityBin1_uncertainty_merged");
bmeanRjgSys[3] =(TH1D*)fSys->Get(Form("meanRjg_pbpb_centralityBin1_uncertainty_merged"));
for ( int ipt = 1 ; ipt <=nPtBin ; ipt++) {
dNdJetPtSysIaa[3][ipt] = (TH1D*)fSys->Get(Form("dNdJetPt_IaaBin_pbpb_centralityBin1_ptBin%d_uncertainty_merged", ipt ));
}
bmeanJetPtSys[4] =(TH1D*)fSys->Get("meanJetPt_pbpb_centralityBin2_uncertainty_merged");
bmeanRjgSys[4] =(TH1D*)fSys->Get(Form("meanRjg_pbpb_centralityBin2_uncertainty_merged"));
for ( int ipt = 1 ; ipt <=nPtBin ; ipt++) {
dNdJetPtSysIaa[4][ipt] = (TH1D*)fSys->Get(Form("dNdJetPt_IaaBin_pbpb_centralityBin2_ptBin%d_uncertainty_merged", ipt ));
}
bmeanJetPtSys[5] =(TH1D*)fSys->Get("meanJetPt_ppb_uncertainty_merged");
bmeanRjgSys[5] =(TH1D*)fSys->Get(Form("meanRjg_ppb_uncertainty_merged"));
for ( int ipt = 1 ; ipt <=nPtBin ; ipt++) {
dNdJetPtSysIaa[5][ipt] = (TH1D*)fSys->Get(Form("dNdJetPt_IaaBin_ppb_ptBin%d_uncertainty_merged", ipt ));
}
// transplant the uncertainty
for ( int coll = 1 ; coll<=5 ; coll++) {
for ( int ipt = 1 ; ipt <=nPtBin ; ipt++) {
dNdJetPtSys[coll][ipt] = (TH1D*) dNdJetPt[coll][ipt]->Clone(Form("dNdJetPtSys_coll%d_ipt%d",coll,ipt));
dNdJetPtSys[coll][ipt]->Reset();
for ( int ibin = 1 ; ibin<= dNdJetPtSys[coll][ipt]->GetNbinsX() ; ibin++) {
float xx = dNdJetPtSys[coll][ipt]->GetBinCenter(ibin);
float yy = dNdJetPtSysIaa[coll][ipt]->GetBinContent ( dNdJetPtSysIaa[coll][ipt]->FindBin(xx) );
if ( yy>1 ) yy = 1;
dNdJetPtSys[coll][ipt]->SetBinContent(ibin,yy);
}
}
}
for(int icoll=1; icoll<=6; icoll++){
meanJetPt[icoll] = new TH1D(Form("%s_corrected", bmeanJetPt[icoll]->GetName()), "", nPtBin, ptBinPaDraw);
meanRjg[icoll] = new TH1D(Form("%s_corrected", bmeanRjg[icoll]->GetName()), "", nPtBin, ptBinPaDraw);
if(icoll<6){
meanJetPtSys[icoll] = new TH1D(Form("%s_corrected", bmeanJetPtSys[icoll]->GetName()), "", nPtBin, ptBinPaDraw);
meanRjgSys[icoll] = new TH1D(Form("%s_corrected", bmeanRjgSys[icoll]->GetName()), "", nPtBin, ptBinPaDraw);
}
}
for(int icoll=1; icoll<=6; icoll++){
meanPtHist(bmeanJetPt[icoll], meanJetPt[icoll]);
meanPtHist(bmeanRjg[icoll], meanRjg[icoll]);
if(icoll<6){
meanPtHist(bmeanJetPtSys[icoll],meanJetPtSys[icoll]) ;
meanPtHist(bmeanRjgSys[icoll], meanRjgSys[icoll]);
}
}
// RJG!!
TCanvas* c2 = new TCanvas("c1","",1000,500);
c2->Divide(2,1);
c2->cd(2);
handsomeTH1(meanRjg[1],1);
// drawSys(TH1 *h,TH1 *sys, Int_t theColor= kYellow, Int_t fillStyle = -1, Int_t lineStyle = -1)
TH1D* tempR = new TH1D("tempR",";p_{T}^{#gamma};R_{j#gamma}",100,40,130);
tempR->Reset();
handsomeTH1(tempR,0);
tempR->SetAxisRange(0,1.2,"Y");
tempR->Draw();
drawSys(meanRjg[1], meanRjgSys[1], kGreen);
drawSys(meanRjg[3], meanRjgSys[3]);
meanRjg[1]->Draw("same");
handsomeTH1(meanRjg[3],2 );
// meanRjg[3]->SetMarkerStyle(24);
meanRjg[3]->Draw("same");
if ( 1==1 ){
TLegend *ly = new TLegend(0.4937249,0.262193,0.8493139,0.4740574,NULL,"brNDC");
easyLeg(ly,"2.76TeV");
ly->AddEntry(meanRjg[3],"PbPb 0-30%","p");
ly->AddEntry(meanRjg[1],"pp (smeared)","p");
ly->Draw();
}
c2->cd(1);
tempR->Draw();
handsomeTH1(meanRjg[2],1 );
drawSys(meanRjg[2], meanRjgSys[2], kGreen);
drawSys(meanRjg[4], meanRjgSys[4]);
meanRjg[2]->Draw("same");
handsomeTH1(meanRjg[4],2 );
meanRjg[4]->SetMarkerStyle(24);
meanRjg[4]->Draw("same");
if ( 1==1 ){
TLegend *ly = new TLegend(0.4937249,0.262193,0.8493139,0.4740574,NULL,"brNDC");
easyLeg(ly,"2.76TeV");
ly->AddEntry(meanRjg[4],"PbPb 30-100%","p");
ly->AddEntry(meanRjg[2],"pp (smeared)","p");
ly->Draw();
}
c2->SaveAs("pT_depedence_rjg_pp_pbpb.pdf");
TCanvas* c2pa = new TCanvas("c1pa","",500,500);
handsomeTH1(meanRjg[1],1);
// drawSys(TH1 *h,TH1 *sys, Int_t theColor= kYellow, Int_t fillStyle = -1, Int_t lineStyle = -1)
// tempR->Draw();
TH1D* tempJ = new TH1D("tempJ",";p_{T}^{#gamma}; <p_{T}^{Jet}>",100,40,130);
tempJ->Reset();
handsomeTH1(tempJ,0);
tempJ->SetAxisRange(0,100,"Y");
tempJ->Draw();
drawSys(meanJetPt[5], meanJetPtSys[5], kYellow);
handsomeTH1(meanJetPt[5],2);
handsomeTH1(meanJetPt[6],1);
meanJetPt[5]->Draw("same");
meanJetPt[6]->Draw("same");
if ( 1==1 ) {
TLegend *ly = new TLegend(0.4484643,0.3088445,0.9140673,0.50102941,NULL,"brNDC");
easyLeg(ly,"5.02TeV pPb");
ly->AddEntry(meanJetPt[5],"DATA","p");
ly->AddEntry(meanJetPt[6],"PYTHIA+HIJING","p");
ly->Draw();
}
c2pa->SaveAs("pT_dependence_rjg_pA_figure1.pdf");
TCanvas* c3pa = new TCanvas("c3pa","",500,500);
tempR->Draw();
drawSys(meanRjg[5], meanRjgSys[5], kYellow);
handsomeTH1(meanRjg[5],2);
handsomeTH1(meanRjg[6],1);
meanRjg[5]->Draw("same");
meanRjg[6]->Draw("same");
if ( 1==1 ) {
TLegend *ly = new TLegend(0.4484643,0.3088445,0.9140673,0.50102941,NULL,"brNDC");
easyLeg(ly,"5.02TeV pPb");
ly->AddEntry(meanRjg[5],"DATA","p");
ly->AddEntry(meanRjg[6],"PYTHIA+HIJING","p");
ly->Draw();
}
c3pa->SaveAs("pT_dependence_jetPt_pA_figure2.pdf");
TCanvas* c3 = new TCanvas("c3","",1000,500);
c3->Divide(2,1);
c3->cd(2);
handsomeTH1(meanJetPt[1],1);
// drawSys(TH1 *h,TH1 *sys, Int_t theColor= kYellow, Int_t fillStyle = -1, Int_t lineStyle = -1)
tempJ->Draw();
drawSys(meanJetPt[1], meanJetPtSys[1], kGreen);
drawSys(meanJetPt[3], meanJetPtSys[3]);
meanJetPt[1]->Draw("same");
handsomeTH1(meanJetPt[3],2 );
meanJetPt[3]->Draw("same");
if ( 1==1 ){
TLegend *ly = new TLegend(0.4937249,0.262193,0.8493139,0.4740574,NULL,"brNDC");
easyLeg(ly,"2.76TeV");
ly->AddEntry(meanJetPt[3],"PbPb 0-30%","p");
ly->AddEntry(meanJetPt[1],"pp (smeared)","p");
ly->Draw();
}
c3->cd(1);
tempJ->Draw();
handsomeTH1(meanJetPt[2],1 );
// meanJetPt[2]->Draw();
drawSys(meanJetPt[2], meanJetPtSys[2], kGreen);
drawSys(meanJetPt[4], meanJetPtSys[4]);
meanJetPt[2]->Draw("same");
handsomeTH1(meanJetPt[4],2 );
meanJetPt[4]->SetMarkerStyle(24);
meanJetPt[4]->Draw("same");
if ( 1==1 ){
TLegend *ly = new TLegend(0.4937249,0.262193,0.8493139,0.4740574,NULL,"brNDC");
easyLeg(ly,"2.76TeV");
ly->AddEntry(meanJetPt[4],"PbPb 30-100%","p");
ly->AddEntry(meanJetPt[2],"pp (smeared)","p");
ly->Draw();
}
c3->SaveAs("pT_dependence_jetPt_pp_pbpb.pdf");
TH1D* hTempPt = new TH1D("hTemp",";p_{T}^{#gamma} (GeV);",200,10,300);
TCanvas* c5 = new TCanvas("c5","",1200,700);
makeMultiPanelCanvas(c5,nPtBin,2,0.0,0.0,0.2,0.15,0.02);
for ( int ipt = 1 ; ipt<=nPtBin ; ipt++) {
c5->cd(ipt+nPtBin);
// draw pp
hTempPt->SetXTitle("p_{T}^{Jet} (GeV)");
hTempPt->SetYTitle("#frac{dN}{dp_{T}} #frac{1}{N}");
hTempPt->SetAxisRange(10,150,"X");
// hTempPt->SetAxisRange(0,0.025,"Y");
hTempPt->SetAxisRange(0,0.07,"Y");
handsomeTH1(hTempPt,0);
hTempPt->DrawCopy();
drawSys(dNdJetPt[1][ipt], dNdJetPtSys[1][ipt], kGreen);
drawSys(dNdJetPt[3][ipt], dNdJetPtSys[3][ipt], kYellow);
handsomeTH1(dNdJetPt[3][ipt],2);
dNdJetPt[1][ipt]->Draw("same");
dNdJetPt[3][ipt]->Draw("same");
if ( ipt == 1 ) {
TLegend *ly = new TLegend(0.4484643,0.6988445,0.9140673,0.9102941,NULL,"brNDC");
easyLeg(ly,"2.76TeV");
ly->AddEntry(meanJetPt[1],"PbPb 0-30%","p");
ly->AddEntry(meanJetPt[3],"pp (smeared)","p");
ly->Draw();
}
c5->cd(ipt);
hTempPt->DrawCopy();
drawSys(dNdJetPt[2][ipt], dNdJetPtSys[2][ipt], kGreen);
drawSys(dNdJetPt[4][ipt], dNdJetPtSys[4][ipt], kYellow);
handsomeTH1(dNdJetPt[4][ipt],2);
dNdJetPt[4][ipt]->SetMarkerStyle(24);
dNdJetPt[2][ipt]->Draw("same");
dNdJetPt[4][ipt]->Draw("same");
if ( ipt==1 ){
TLegend *ly = new TLegend(0.4484643,0.5088445,0.9140673,0.75102941,NULL,"brNDC");
easyLeg(ly,"2.76TeV");
ly->AddEntry(meanJetPt[4],"PbPb 30-100%","p");
ly->AddEntry(meanJetPt[2],"pp (smeared)","p");
ly->Draw();
}
double dx1=0.15;
if ( ipt == nPtBin )
drawText(Form("p_{T}^{#gamma} > %dGeV, ", (int)ptBin[ipt-1]), 0.12+dx1+0.25,0.85,1,15);//yeonju 130823
else
drawText(Form("%dGeV < p_{T}^{#gamma} < %dGeV, ", (int)ptBin[ipt-1], (int)ptBin[ipt]), 0.12+dx1,0.85,1,15);//yeonju 130823
}
c5->SaveAs("pT_dependence_jetPt_pp_pbpb_distribution.pdf");
TCanvas* c5pa = new TCanvas("c5pa","",1200,350);
makeMultiPanelCanvas(c5pa,nPtBin,1,0.0,0.0,0.2,0.15,0.02);
for ( int ipt = 1 ; ipt<=nPtBin ; ipt++) {
c5pa->cd(ipt);
// draw pp
hTempPt->SetXTitle("p_{T}^{Jet} (GeV)");
hTempPt->SetYTitle("#frac{dN}{dp_{T}} #frac{1}{N}");
hTempPt->SetAxisRange(10,150,"X");
// hTempPt->SetAxisRange(0,0.025,"Y");
hTempPt->SetAxisRange(0,0.07,"Y");
handsomeTH1(hTempPt,0);
hTempPt->DrawCopy();
drawSys(dNdJetPt[5][ipt], dNdJetPtSys[5][ipt], kYellow);
handsomeTH1(dNdJetPt[5][ipt],2);
dNdJetPt[6][ipt]->Draw("same");
dNdJetPt[5][ipt]->Draw("same");
if ( ipt == 1 ) {
TLegend *ly = new TLegend(0.4855983,0.5529059,0.9512013,0.7645899,NULL,"brNDC");
easyLeg(ly,"5.02TeV pPb");
ly->AddEntry(meanJetPt[5],"Data","p");
ly->AddEntry(meanJetPt[6],"PYTHIA+HIJING","p");
ly->Draw();
}
double dx1=0.15;
if ( ipt == nPtBin )
drawText(Form("p_{T}^{#gamma} > %dGeV, ", (int)ptBin[ipt-1]), 0.12+dx1+0.25,0.85,1,15);//yeonju 130823
else
drawText(Form("%dGeV < p_{T}^{#gamma} < %dGeV, ", (int)ptBin[ipt-1], (int)ptBin[ipt]), 0.12+dx1,0.85,1,15);//yeonju 130823
}
c5pa->SaveAs("pT_dependence_jetPt_pA_distribution.pdf");
}
///////////////////////
// Begin Main function:
void mkROOTsmEl() {
//////////////////////////////////////
// Set MC normalization scale factors:
const double intLUMI = 19166;
// WA+jets norm - data driven : 1.07391 +- 0.137
const double WAJets_scale = 1.07391 * 9.37246 * intLUMI/1049473;
const double WAJetsPT100_scale = 1.07391 * 0.423028445 *intLUMI/369309; // V
const double ZAJets_scale = 0.63196 * intLUMI/979207;
const double ZZ_scale = 8.059 * intLUMI/9702850;
const double ttbarA_scale = 1.44 * intLUMI/604113;
const double SToppS_scale = 1.75776 * intLUMI/139974;
const double SToppT_scale = 30.0042 * intLUMI/1935066;
const double SToppTW_scale = 11.1773 * intLUMI/493458;
const double STopS_scale = 3.89394 * intLUMI/259960;
const double STopT_scale = 55.531 * intLUMI/3758221;
const double STopTW_scale = 11.1773 * intLUMI/497657;
const double WWA_scale = 2.1*0.01362 * intLUMI/198777;
const double WWA2_scale = 2.1*0.01409 * intLUMI/199183;
const double WZA_scale = 2.1*0.00578008 * intLUMI/497450;
///////////////////////////////////////////////////////////////////////////////////
// Specify what kinematical distribution to observe, as well as histogram settings:
plotVar_t pv = {"masslvjja",190,1060,10,3,"M_{l#nujj#gamma} (GeV/c^2)"};
if ( !strlen(pv.plotvar) ) break;
std::cout << TString(pv.plotvar) << "\t"<<pv.MINRange<<"\t" << pv.MAXRange<<"\t" << pv.NBINS<<"\tTHE CUT " << endl;
////////////////////////////////
// Specify event selection cuts:
TCut the_cut("effwt*puwt*(iPhoton12>-1 && i12Jet1>-1 && i12Jet2>-1 && abs(W_electron_eta)<2.5 && W_electron_pt>30 && event_met_pfmet>35. && W_mt>30 && abs(Photon_Eta[iPhoton12])<1.4442 && Photon_Et[iPhoton12]>30.&& Photon_dRlep[iPhoton12] > 0.5 && JetPFCor_dRpho12[i12Jet1]>0.5 && JetPFCor_dRpho12[i12Jet2]>0.5 && abs(JetPFCor_dphiMET[i12Jet1])>0.4 && abs(JetPFCor_dphiMET[i12Jet2])>0.4 && JetPFCor_bDiscriminatorCSV[i12Jet1]<0.679 && JetPFCor_bDiscriminatorCSV[i12Jet2]<0.679 && abs(JetPFCor_Eta[i12Jet1]-JetPFCor_Eta[i12Jet2])<1.4 && c2jMass12>70. && c2jMass12<100. && abs(91.1876-massla)>10. &&((i12Jet3>-1)? JetPFCor_dRpho12[i12Jet3]>0.5: 1 )&&((i12Jet4>-1)? JetPFCor_dRpho12[i12Jet4]>0.5: 1 ))");
//mva2jWWAelA1>0.2
TCut the_cutPlj("effwt*puwt*(iPhoton12plj>-1 && i12Jet1plj>-1 && i12Jet2plj>-1 && abs(W_electron_eta)<2.5 && W_electron_pt>30 && event_met_pfmet>35. && W_mt>30 && abs(Photon_Eta[iPhoton12plj])<1.44421 && Photon_Et[iPhoton12plj]>30. && Photon_dRlep[iPhoton12plj] > 0.5 && JetPFCor_dRpho12plj[i12Jet1plj]>0.5 && JetPFCor_dRpho12plj[i12Jet2plj]>0.5 && abs(JetPFCor_dphiMET[i12Jet1plj])>0.4 && abs(JetPFCor_dphiMET[i12Jet2plj])>0.4 && JetPFCor_bDiscriminatorCSV[i12Jet1plj]<0.679 && JetPFCor_bDiscriminatorCSV[i12Jet2plj]<0.679 && abs(JetPFCor_Eta[i12Jet1plj]-JetPFCor_Eta[i12Jet2plj])<1.4 && c2jMass12plj<100. && c2jMass12plj>70. && abs(91.1876-massla)>10. &&((i12Jet3plj>-1)? JetPFCor_dRpho12plj[i12Jet3plj]>0.5: 1 )&&((i12Jet4plj>-1)? JetPFCor_dRpho12plj[i12Jet4plj]>0.5: 1 ))");
TCut the_cutQCD(TString(the_cut)+TString("*(W_electron_pfIsoEA>0.3)"));
// ! no need for extra PUwt stat err. sumw2 is enough
TCut WA23Jcut(TString(the_cut)+TString("*((W_Photon_pt_gen>115)? 0. : 1.) "));
TCut WA23JPT100cut(TString(the_cut)+TString("*((W_Photon_pt_gen>115)? 1. : 0.) "));
//////////////////////////////////////////////////////////////////
// Specify Fake-Photon contribution function (fake rate function):
TCut fkPhoton_cut(TString(the_cutPlj)+TString("*(0.01373795 + 308.9628/(Photon_Et[(iPhoton12plj>-1)? iPhoton12plj : 0]^2.29711))"));
TCut fkPhoton_cutUp(TString(fkPhoton_cut)+TString("*(1+((Photon_Et[(iPhoton12plj>-1)? iPhoton12plj : 0]<50.)? 0.12 : ((Photon_Et[(iPhoton12plj>-1)? iPhoton12plj : 0]<75.)? 0.14 : ((Photon_Et[(iPhoton12plj>-1)? iPhoton12plj : 0]<90.)? 0.23 : ((Photon_Et[(iPhoton12plj>-1)? iPhoton12plj : 0]<135.)? 0.22 : 0.39)))))"));
TCut fkPhoton_cutDown(TString(fkPhoton_cut)+TString("*(1-((Photon_Et[(iPhoton12plj>-1)? iPhoton12plj : 0]<50.)? 0.12 : ((Photon_Et[(iPhoton12plj>-1)? iPhoton12plj : 0]<75.)? 0.14 : ((Photon_Et[(iPhoton12plj>-1)? iPhoton12plj : 0]<90.)? 0.23 : ((Photon_Et[(iPhoton12plj>-1)? iPhoton12plj : 0]<135.)? 0.22 : 0.39)))))"));
///////////////////////////
// Create output ROOT file:
TFile f("el_WWA_WZA_Mlvjja.root", "RECREATE");
//////////////////////////////////////////////////
// Create file pointers for each sample ROOT file:
TFile *fin2,*fqcd,*wwaShape_file,*wwa2Shape_file,*wzaShape_file,*zzShape_file,*wajetsShape_file,*wajetsPT100Shape_file,*ttbara_file,*zajets_file,*stops_file,*stopt_file,*stoptW_file,*stopps_file,*stoppt_file,*stopptW_file;
//////////////////////////////
// Open each sample ROOT file:
fin2 = new TFile("InData_New/RD_WenuJets_DataAllSingleElectronTrigger_GoldenJSON_19p2invfb.root");
fqcd = new TFile("InData_New/RDQCD_WenuJets_DataAll_GoldenJSON_19p2invfb.root");
wwaShape_file = new TFile("InData_New/RD_el_qq_wpwma_wp_qq_wm_lvl.root");
wwa2Shape_file = new TFile("InData_New/RD_el_qq_wpwma_wp_lvl_wm_qq.root");
wzaShape_file = new TFile("InData_New/RD_el_WZA_CMSSW532.root");
zzShape_file = new TFile("InData_New/RD_el_ZZ_CMSSW532.root");
wajetsShape_file = new TFile("InData_New/RD_el_WAp23Jets.root");
wajetsPT100Shape_file = new TFile("InData_New/RD_el_WAp23Jets_PT100_CMSSW532.root");
ttbara_file = new TFile("InData_New/RD_el_TTbarAJets.root");
zajets_file = new TFile("InData_New/RD_el_ZAp23J_CMSSW532.root");
stops_file = new TFile("InData_New/RD_el_STopS_T_CMSSW532.root");
stopt_file = new TFile("InData_New/RD_el_STopT_T_CMSSW532.root");
stoptW_file = new TFile("InData_New/RD_el_STopTW_T_CMSSW532.root");
stopps_file = new TFile("InData_New/RD_el_STopS_Tbar_CMSSW532.root");
stoppt_file = new TFile("InData_New/RD_el_STopT_Tbar_CMSSW532.root");
stopptW_file = new TFile("InData_New/RD_el_STopTW_Tbar_CMSSW532.root");
///////////////////////////////////////////////////
// Retrieve ROOT tree with kinematic distributions:
TTree* treedata = (TTree*) fin2->Get("WJet");
TTree* treeqcd = (TTree*) fqcd->Get("WJet");
TTree* treewwa = (TTree*) wwaShape_file->Get("WJet");
TTree* treewwa2 = (TTree*) wwa2Shape_file->Get("WJet");
TTree* treewza = (TTree*) wzaShape_file->Get("WJet");
TTree* treezz = (TTree*) zzShape_file->Get("WJet");
TTree* treewaj = (TTree*) wajetsShape_file->Get("WJet");
TTree* treewajPT100 = (TTree*) wajetsPT100Shape_file->Get("WJet");
TTree* treettba = (TTree*) ttbara_file->Get("WJet");
TTree* treezaj = (TTree*) zajets_file->Get("WJet");
TTree* treests = (TTree*) stops_file->Get("WJet");
TTree* treestt = (TTree*) stopt_file->Get("WJet");
TTree* treestw = (TTree*) stoptW_file->Get("WJet");
TTree* tree64 = (TTree*) stopps_file->Get("WJet");
TTree* tree65 = (TTree*) stoppt_file->Get("WJet");
TTree* tree66 = (TTree*) stopptW_file->Get("WJet");
////////////////////////////////////////////////////////////
// Create kinematic-distribution histograms for each sample:
TH1* data_obs = new TH1D("data_obs", "data_obs", pv.NBINS, pv.MINRange, pv.MAXRange);
TH1* th1fkdata = new TH1D("th1fkdata", "th1fkdata", pv.NBINS, pv.MINRange, pv.MAXRange);
TH1* th1fkdata_fkphotuncUp = new TH1D("th1fkdata_fkphotuncUp", "th1fkdata_fkphotuncUp", pv.NBINS, pv.MINRange, pv.MAXRange);
TH1* th1fkdata_fkphotuncDown = new TH1D("th1fkdata_fkphotuncDown", "th1fkdata_fkphotuncDown", pv.NBINS, pv.MINRange, pv.MAXRange);
TH1* th1qcd = new TH1D("th1qcd", "th1qcd", pv.NBINS, pv.MINRange, pv.MAXRange);
TH1* th1wwa = new TH1D("th1wwa", "th1wwa", pv.NBINS, pv.MINRange, pv.MAXRange);
TH1* th1wwa2 = new TH1D("th1wwa2", "th1wwa2", pv.NBINS, pv.MINRange, pv.MAXRange);
TH1* th1wza = new TH1D("th1wza", "th1wza", pv.NBINS, pv.MINRange, pv.MAXRange);
TH1* th1zz = new TH1D("th1zz", "th1zz", pv.NBINS, pv.MINRange, pv.MAXRange);
TH1* th1wajets = new TH1D("th1wajets", "th1wajets", pv.NBINS ,pv.MINRange,pv.MAXRange);
TH1* th1wajetsPT100 = new TH1D("th1wajetsPT100", "th1wajetsPT100", pv.NBINS ,pv.MINRange,pv.MAXRange);
TH1* th1Top = new TH1D("th1Top", "th1Top", pv.NBINS, pv.MINRange, pv.MAXRange);
TH1* th1zajets = new TH1D("th1zajets", "th1zajets", pv.NBINS, pv.MINRange, pv.MAXRange);
TH1* th1stops = new TH1D("th1stops", "th1stops", pv.NBINS, pv.MINRange, pv.MAXRange);
TH1* th1stopt = new TH1D("th1stopt", "th1stopt", pv.NBINS, pv.MINRange, pv.MAXRange);
TH1* th1stoptw = new TH1D("th1stoptw", "th1stoptw", pv.NBINS, pv.MINRange, pv.MAXRange);
TH1* th1stopps = new TH1D("th1stopps", "th1stopps", pv.NBINS, pv.MINRange, pv.MAXRange);
TH1* th1stoppt = new TH1D("th1stoppt", "th1stoppt", pv.NBINS, pv.MINRange, pv.MAXRange);
TH1* th1stopptw = new TH1D("th1stopptw", "th1stopptw", pv.NBINS, pv.MINRange, pv.MAXRange);
TH1* th1stop = new TH1D("th1stop", "th1stop", pv.NBINS, pv.MINRange, pv.MAXRange);
/////////////////////////////////////////////////////////////////////////
// Specify histograms to store Sum of Squares of Weights for each sample:
data_obs->Sumw2();
th1fkdata->Sumw2();
th1fkdata_fkphotuncUp->Sumw2();
th1fkdata_fkphotuncDown->Sumw2();
th1qcd->Sumw2();
th1wwa->Sumw2();
th1wwa2->Sumw2();
th1wza->Sumw2();
th1zz->Sumw2();
th1wajets->Sumw2();
th1wajetsPT100->Sumw2();
th1zajets->Sumw2();
th1Top->Sumw2();
th1stops->Sumw2();
th1stopt->Sumw2();
th1stoptw->Sumw2();
th1stopps->Sumw2();
th1stoppt->Sumw2();
th1stopptw->Sumw2();
///////////////////////////////////////////////////////////////////////////////////
// Fill kinematical distribution for each sample according to event selection cuts:
std::cout<<"\nFill Data Histogram..."<<std::endl;
treedata->Draw(TString(pv.plotvar)+TString(">>data_obs"), the_cut, "goff");
data_obs->AddBinContent(pv.NBINS,data_obs->GetBinContent(pv.NBINS+1));
data_obs->SetBinContent(pv.NBINS+1,0.);
std::cout<<"Fill Fake Photon Histogram..."<<std::endl;
treedata->Draw(TString(pv.plotvar)+TString(">>th1fkdata"), fkPhoton_cut, "goff");
th1fkdata->AddBinContent(pv.NBINS,th1fkdata->GetBinContent(pv.NBINS+1));
th1fkdata->SetBinContent(pv.NBINS+1,0.);
treedata->Draw(TString(pv.plotvar)+TString(">>th1fkdata_fkphotuncUp"), fkPhoton_cutUp, "goff");
th1fkdata_fkphotuncUp->AddBinContent(pv.NBINS,th1fkdata_fkphotuncUp->GetBinContent(pv.NBINS+1));
th1fkdata_fkphotuncUp->SetBinContent(pv.NBINS+1,0.);
treedata->Draw(TString(pv.plotvar)+TString(">>th1fkdata_fkphotuncDown"), fkPhoton_cutDown, "goff");
th1fkdata_fkphotuncDown->AddBinContent(pv.NBINS,th1fkdata_fkphotuncDown->GetBinContent(pv.NBINS+1));
th1fkdata_fkphotuncDown->SetBinContent(pv.NBINS+1,0.);
std::cout<<"Fill QCD Histogram..."<<std::endl;
treeqcd->Draw(TString(pv.plotvar)+TString(">>th1qcd"), the_cutQCD, "goff");
th1qcd->AddBinContent(pv.NBINS,th1qcd->GetBinContent(pv.NBINS+1));
th1qcd->SetBinContent(pv.NBINS+1,0.);
std::cout<<"Fill SM WWA Histogram..."<<std::endl;
treewwa->Draw(TString(pv.plotvar)+TString(">>th1wwa"), the_cut, "goff");
th1wwa->AddBinContent(pv.NBINS,th1wwa->GetBinContent(pv.NBINS+1));
th1wwa->SetBinContent(pv.NBINS+1,0.);
treewwa2->Draw(TString(pv.plotvar)+TString(">>th1wwa2"), the_cut, "goff");
th1wwa2->AddBinContent(pv.NBINS,th1wwa2->GetBinContent(pv.NBINS+1));
th1wwa2->SetBinContent(pv.NBINS+1,0.);
std::cout<<"Fill WZA Histogram..."<<std::endl;
treewza->Draw(TString(pv.plotvar)+TString(">>th1wza"), the_cut, "goff");
th1wza->AddBinContent(pv.NBINS,th1wza->GetBinContent(pv.NBINS+1));
th1wza->SetBinContent(pv.NBINS+1,0.);
std::cout<<"Fill ZZ Histogram..."<<std::endl;
treezz->Draw(TString(pv.plotvar)+TString(">>th1zz"), the_cut, "goff");
th1zz->AddBinContent(pv.NBINS,th1zz->GetBinContent(pv.NBINS+1));
th1zz->SetBinContent(pv.NBINS+1,0.);
std::cout<<"Fill WA+Jets Histogram..."<<std::endl;
treewaj->Draw(TString(pv.plotvar)+TString(">>th1wajets"), WA23Jcut, "goff");
th1wajets->AddBinContent(pv.NBINS,th1wajets->GetBinContent(pv.NBINS+1));
th1wajets->SetBinContent(pv.NBINS+1,0.);
treewajPT100->Draw(TString(pv.plotvar)+TString(">>th1wajetsPT100"), WA23JPT100cut, "goff");
th1wajetsPT100->AddBinContent(pv.NBINS,th1wajetsPT100->GetBinContent(pv.NBINS+1));
th1wajetsPT100->SetBinContent(pv.NBINS+1,0.);
std::cout<<"Fill ttbar+A Histogram..."<<std::endl;
treettba->Draw(TString(pv.plotvar)+TString(">>th1Top"), the_cut, "goff");
th1Top->AddBinContent(pv.NBINS,th1Top->GetBinContent(pv.NBINS+1));
th1Top->SetBinContent(pv.NBINS+1,0.);
std::cout<<"Fill ZA+Jets Histogram..."<<std::endl;
treezaj->Draw(TString(pv.plotvar)+TString(">>th1zajets"), the_cut, "goff");
th1zajets->AddBinContent(pv.NBINS,th1zajets->GetBinContent(pv.NBINS+1));
th1zajets->SetBinContent(pv.NBINS+1,0.);
std::cout<<"Fill STopS Histogram..."<<std::endl;
treests->Draw(TString(pv.plotvar)+TString(">>th1stops"), the_cut, "goff");
th1stops->AddBinContent(pv.NBINS,th1stops->GetBinContent(pv.NBINS+1));
th1stops->SetBinContent(pv.NBINS+1,0.);
std::cout<<"Fill STopT Histogram..."<<std::endl;
treestt->Draw(TString(pv.plotvar)+TString(">>th1stopt"), the_cut, "goff");
th1stopt->AddBinContent(pv.NBINS,th1stopt->GetBinContent(pv.NBINS+1));
th1stopt->SetBinContent(pv.NBINS+1,0.);
std::cout<<"Fill STopTW Histogram..."<<std::endl;
treestw->Draw(TString(pv.plotvar)+TString(">>th1stoptw"), the_cut, "goff");
th1stoptw->AddBinContent(pv.NBINS,th1stoptw->GetBinContent(pv.NBINS+1));
th1stoptw->SetBinContent(pv.NBINS+1,0.);
std::cout<<"Fill STopPS Histogram..."<<std::endl;
tree64->Draw(TString(pv.plotvar)+TString(">>th1stopps"), the_cut, "goff");
th1stopps->AddBinContent(pv.NBINS,th1stopps->GetBinContent(pv.NBINS+1));
th1stopps->SetBinContent(pv.NBINS+1,0.);
std::cout<<"Fill STopPT Histogram..."<<std::endl;
tree65->Draw(TString(pv.plotvar)+TString(">>th1stoppt"), the_cut, "goff");
th1stoppt->AddBinContent(pv.NBINS,th1stoppt->GetBinContent(pv.NBINS+1));
th1stoppt->SetBinContent(pv.NBINS+1,0.);
std::cout<<"Fill STopPTW Histogram..."<<std::endl;
tree66->Draw(TString(pv.plotvar)+TString(">>th1stopptw"), the_cut, "goff");
th1stopptw->AddBinContent(pv.NBINS,th1stopptw->GetBinContent(pv.NBINS+1));
th1stopptw->SetBinContent(pv.NBINS+1,0.);
/////////////////////////
// Normalize each sample:
std::cout<<"\nScale Histograms..."<<std::endl;
th1Top->Scale(ttbarA_scale);
th1stops->Scale(STopS_scale);
th1stopt->Scale(STopT_scale);
th1stoptw->Scale(STopTW_scale);
th1stopps->Scale(SToppS_scale);
th1stoppt->Scale(SToppT_scale);
th1stopptw->Scale(SToppTW_scale);
th1wajets->Scale(WAJets_scale);
th1wajetsPT100->Scale(WAJetsPT100_scale);
th1wwa->Scale(WWA_scale);
th1wwa2->Scale(WWA2_scale);
th1wza->Scale(WZA_scale);
th1zz->Scale(ZZ_scale);
th1zajets->Scale(ZAJets_scale);
///////////////////////////
// Combine certain samples:
th1stop->Add(th1stopptw,1);
th1stop->Add(th1stoppt,1);
th1stop->Add(th1stopps,1);
th1stop->Add(th1stoptw,1);
th1stop->Add(th1stopt,1);
th1stop->Add(th1stops,1);
th1wwa->Add(th1wwa2,1);
th1wajets->Add(th1wajetsPT100,1);
///////////////////////////////////////////////////////////////
// Combine all background + SM WWA samples for QCD Estimations:
TH1D *background = (TH1D*)th1wajets->Clone("background");
background->Reset();
background->Add(th1fkdata,1);
background->Add(th1Top,1);
background->Add(th1stop,1);
background->Add(th1wajets,1);
background->Add(th1zajets,1);
background->Add(th1zz,1);
background->Add(th1wwa,1);
background->Add(th1wza,1);
float qcd_scale=0;
if(th1qcd->Integral()>0 ) {
qcd_scale = 0.0637*background->Integral()/th1qcd->Integral();
th1qcd->Scale(qcd_scale);
background->Add(th1qcd,1);
}
/*
std::cout << "\nSample Contribution:" << std::endl;
std::cout << "WWA: " << th1wwa->Integral() << std::endl;
std::cout << "Top: " << th1Top->Integral() << std::endl;
std::cout << "Single Top: " << th1stop->Integral() << std::endl;
std::cout << "WA+Jets: " << th1wajets->Integral() << std::endl;
std::cout << "ZA+Jets: " << th1zajets->Integral() << std::endl;
std::cout << "WZA: " << th1wza->Integral() << std::endl;
std::cout << "ZZ: " << th1zz->Integral() << std::endl;
std::cout << "Fake Photons: " << th1fkdata->Integral() << std::endl;
std::cout << "Data: " << data_obs->Integral() << std::endl;
std::cout << "QCD: " << th1qcd->Integral() << std::endl;
std::cout << "\nSample Contribution:" << std::endl;
std::cout << "Top: " << th1Top->GetBinError(1) << std::endl;
std::cout << "WA+Jets: " << th1wajets->GetBinError(1) << std::endl;
std::cout << "ZA+Jets: " << th1zajets->GetBinError(1) << std::endl;
std::cout << "WZA: " << th1wza->GetBinError(1) << std::endl;
std::cout << "ZZ: " << th1zz->GetBinError(1) << std::endl;
std::cout << "Fake Photons: " << th1fkdata->GetBinError(1) << std::endl;
std::cout << "Data: " << data_obs->GetBinError(1) << std::endl;
*/
///////////////////////////////////////////////////////////////
// Combine SM WVA samples for Signal:
TH1D *signal_SM = (TH1D*)th1wwa->Clone("signal_SM");
signal_SM->Add(th1wza,1);
////////////////////////
// Set histogram labels:
const double BINWIDTH = ((pv.MAXRange-pv.MINRange)/pv.NBINS);
char tmpc[100];
sprintf(tmpc,"Events / %.1f GeV",BINWIDTH);
if (pv.slog==1) sprintf(tmpc,"Events / %.1f",BINWIDTH);
if (pv.slog==2) sprintf(tmpc,"Events / %.2f",BINWIDTH);
if (pv.slog==3) sprintf(tmpc,"Events / %.0f GeV",BINWIDTH);
if (pv.slog==6) sprintf(tmpc,"Events / %.2f rad",BINWIDTH);
data_obs->SetYTitle(tmpc);
data_obs->GetXaxis()->SetTitle(pv.xlabel);
data_obs->GetYaxis()->CenterTitle(true);
//////////////////////////////////////////////////////////
// Save Observed Data, Background (+ SM WWA), Background +
// Uncertainty, Background - Uncertainty, Anomalous Signal
// histograms to output ROOT file:
std::cout<<"Save Histograms..."<<std::endl;
f.cd();
data_obs->Write();
th1fkdata->Write();
th1fkdata_fkphotuncUp->Write();
th1fkdata_fkphotuncDown->Write();
th1Top->Write();
th1stop->Write();
th1wajets->Write();
th1zz->Write();
th1zajets->Write();
th1qcd->Write();
th1wwa->Write();
th1wza->Write();
signal_SM->Write();
}// End Main function
void toyMC_bkgTemp(int runIeta=-1, int runIpt=-1) {
cout << "ROOT version = " << gROOT->GetVersion() << endl;
// gSystem->mkdir("toysPlot");
char tmp[1000];
TH1D* htoyResult_pull[nEtaBin][nPtBin];
TH1D* htoyResult_bias[nEtaBin][nPtBin];
TFile *fsumFile = new TFile("/afs/cern.ch/user/s/syu/scratch0/LxplusArea/proj_comb_comb3Iso_template.root");
TFile* finFile = new TFile("/afs/cern.ch/user/s/syu/scratch0/LxplusArea/template_comb3Iso_template.root");
TFile* zeeFile = new TFile("/afs/cern.ch/user/s/syu/scratch0/LxplusArea/anadipho_Zee_Vg_3pb.root");
TH1D* hTemplate = (TH1D*)finFile->FindObjectAny("h_EB_comb3Iso_EGdata_pt21");
hTemplate->Reset();
char* dec[2] = {"EB","EE"};
for(int ieta=0; ieta<nEtaBin; ieta++) {
for(int ipt=0; ipt < nPtBin; ipt++) {
htoyResult_pull[ieta][ipt] = new TH1D(Form("hpull_%s_pt_%d",
dec[ieta],
(int)fBinsPt[ipt]),
"",50,-5.0,5.0);
htoyResult_bias[ieta][ipt] = new TH1D(Form("hbias_%s_pt_%d",
dec[ieta],
(int)fBinsPt[ipt]),
"",100,-0.5,0.5);
}
}
TH1D* hfit_sig;
TH1D* hfit_bkg;
TH1D* hTemplate_S[nEtaBin][nPtBin];
TH1D* hTemplate_B[nEtaBin][nPtBin];
TH1D* hZeeTemplate_S[nEtaBin];
TH1D* hdata_data[nEtaBin][nPtBin];
TH1D* htemp;
TH1D* hTemplate_ShiftB[nEtaBin][nPtBin];
for(int ieta=0; ieta< nEtaBin; ieta++) {
// getting a different signal template
if(ieta==0) {
sprintf(tmp,"h_%s_combIso",dec[ieta]);
cout << "looking for histogram " << tmp << " in file " <<
zeeFile->GetName() << endl;
hZeeTemplate_S[ieta]= (TH1D*)zeeFile->FindObjectAny(tmp);
hZeeTemplate_S[ieta]->Rebin(REBINNINGS_TEMP);
}
else {
sprintf(tmp,"h_%s_comb3Iso_sig_sum_SIG",dec[ieta]); //no pt dep.
cout << "looking for histogram " << tmp << " in file " <<
fsumFile->GetName() << endl;
hZeeTemplate_S[ieta]= (TH1D*)fsumFile->FindObjectAny(tmp);
hZeeTemplate_S[ieta]->Rebin(REBINNINGS_TEMP);
}
for(int ipt=0; ipt < nPtBin; ipt++) {
if(runIeta>=0 && ieta!=runIeta)continue;
if(runIpt>=0 && ipt!=runIpt)continue;
// getting histograms from data root file
sprintf(tmp,"h_%s_comb3Iso_EGdata_pt%d",dec[ieta],(int)fBinsPt[ipt]);
cout << "looking for histogram " << tmp << " in file " <<
finFile->GetName() << endl;
hdata_data[ieta][ipt] = (TH1D*)finFile->FindObjectAny(tmp);
hdata_data[ieta][ipt]->Rebin(REBINNINGS_DATA);
// filling unbinned data
htemp = (TH1D*)hdata_data[ieta][ipt]->Clone("htemp");
htemp->Reset();
sprintf(tmp,"h_%s_comb3Iso_sig_pt%d",dec[ieta],(int)fBinsPt[ipt]);
cout << "looking for histogram " << tmp << " in file " <<
finFile->GetName() << endl;
hTemplate_S[ieta][ipt] = (TH1D*)finFile->FindObjectAny(tmp);
hTemplate_S[ieta][ipt]->Rebin(REBINNINGS_TEMP);
if(ieta==0 && fBinsPt[ipt]>=50)
sprintf(tmp,"h_%s_comb3Iso_bkg_pt%d",dec[ieta],50);
else if(ieta==0 )
sprintf(tmp,"h_%s_comb3Iso_bkg_pt%d",dec[ieta],(int)fBinsPt[ipt]);
else if(ieta==1 && fBinsPt[ipt]>=60)
sprintf(tmp,"h_%s_comb3IsoSB_EGdata_pt%d",dec[ieta],60);
else if(ieta==1)
sprintf(tmp,"h_%s_comb3IsoSB_EGdata_pt%d",dec[ieta],(int)fBinsPt[ipt]);
cout << "looking for histogram " << tmp << " in file " <<
finFile->GetName() << endl;
hTemplate_B[ieta][ipt] = (TH1D*)finFile->FindObjectAny(tmp);
hTemplate_B[ieta][ipt]->Rebin(REBINNINGS_TEMP);
// getting a different background template
if(ieta==0 && fBinsPt[ipt]>=50)
sprintf(tmp,"h_%s_comb3IsoSB_EGdata_pt%d",dec[ieta],50);
else if(ieta==0 )
sprintf(tmp,"h_%s_comb3IsoSB_EGdata_pt%d",dec[ieta],(int)fBinsPt[ipt]);
else if(ieta==1 && fBinsPt[ipt]>=60)
sprintf(tmp,"h_%s_comb3Iso_bkg_pt%d",dec[ieta],60);
else if(ieta==1)
sprintf(tmp,"h_%s_comb3Iso_bkg_pt%d",dec[ieta],(int)fBinsPt[ipt]);
cout << "looking for histogram " << tmp << " in file " <<
finFile->GetName() << endl;
hTemplate_ShiftB[ieta][ipt] = (TH1D*)finFile->FindObjectAny(tmp);
hTemplate_ShiftB[ieta][ipt]->Rebin(REBINNINGS_TEMP);
const int NRETURN = 3*NPAR;
Double_t myFitPar[NRETURN]= {0};
Double_t* FuncFitResult;
FuncFitResult = Ifit("/afs/cern.ch/user/s/syu/scratch0/LxplusArea/EGdata_comb3Iso_et.dat",
hZeeTemplate_S[ieta],hTemplate_ShiftB[ieta][ipt],
hdata_data[ieta][ipt], myFitPar,
(int)fBinsPt[ipt], dec[ieta],2);
Double_t nsig_input = FuncFitResult[0];
Double_t nsigerr_input = FuncFitResult[1];
Double_t nbkg_input = FuncFitResult[2];
Double_t nbkgerr_input = FuncFitResult[3];
Double_t nsig_input5GeV = FuncFitResult[4];
Double_t nsigerr_input5GeV = FuncFitResult[5];
// force the parameters since EE pt=40 fails
if(ieta==1 && ipt==5)
{
nsig_input = 3172.0;
nbkg_input = 10031.0;
nsig_input5GeV = 3158.7;
Double_t tempPar[NRETURN]= {
22517.049862,
0.900766,
0.044772,
0.191920,
313.878244,
-0.545069,
-0.281830,
0.026143,
2.549494,
0.,
0.,
22517.049862,
0.900766,
0.044772,
0.191920,
313.878244,
-0.545069,
-0.281830,
0.026143,
2.549494,
0.,
0.,
22517.049862,
0.900766,
0.044772,
0.191920,
313.878244,
-0.545069,
-0.281830,
0.026143,
2.549494,
0.,
0.
};
for(int ipar=0; ipar <NRETURN; ipar++)
myFitPar[ipar] = tempPar[ipar];
} // end if EE, Et=40 GeV
Double_t sigFitPar[NPAR]= {0};
for(int ipar=0; ipar<NPAR; ipar++)
sigFitPar[ipar] = myFitPar[ipar];
Double_t bkgFitPar[NPAR]= {0};
for(int ipar=0; ipar<NPAR; ipar++)
bkgFitPar[ipar] = myFitPar[ipar+NPAR];
Double_t sumFitPar[NPAR]= {0};
for(int ipar=0; ipar<NPAR; ipar++)
sumFitPar[ipar] = myFitPar[ipar+NPAR*2];
TF1* fsig = new TF1("fsig", exp_conv, fit_lo, fit_hi, 11);
fsig->SetParameters(sigFitPar);
fsig->SetParameter(0,1.0);
mySigPDFnorm = fsig->Integral(fit_lo,fit_hi);
cout << "mySigPDFnorm = " << mySigPDFnorm << endl;
TF1* fbkg = new TF1("fbkg", expinv_power, fit_lo, fit_hi, 11);
fbkg->SetParameters(bkgFitPar);
fbkg->SetParameter(4,1.0);
cout << "Current parameter = " << fbkg->GetParameter(5) << endl;
myBkgPDFnorm = fbkg->Integral(fit_lo, fit_hi);
cout << "myBkgPDFnorm = " << myBkgPDFnorm << endl;
TF1* fsum = new TF1("fsum",mysum_norm, fit_lo, fit_hi,11);
fsum->SetParameters(sumFitPar);
nsig_input = fNsigPt[ieta][ipt];
cout << "Using nsig_input = " << nsig_input << endl;
cout << "Using nbkg_input = " << nbkg_input << endl;
cout << "Using nsig_input5GeV = " << nsig_input5GeV << endl;
fsum->SetParameter(0, nsig_input*hdata_data[ieta][ipt]->GetBinWidth(2));
fsum->SetParameter(4, nbkg_input*hdata_data[ieta][ipt]->GetBinWidth(2));
fsum->SetLineColor(2);
fsum->SetNpx(2500);
// cout << "fsum integral = " << fsum->Integral(fit_lo,fit_hi) << endl;
// for(int ipar=0; ipar<NPAR; ipar++)cout << "fsum par " << ipar << " = " << fsum->GetParameter(ipar) << endl;
// FILE *infile = fopen("/afs/cern.ch/user/s/syu/scratch0/LxplusArea/EGdata_comb3Iso_et.dat","r");
// Double_t xdata, xdata1, xdata2; // combined isolation, pt, eta
// int flag = 1;
// while (flag!=-1){
// flag =fscanf(infile,"%f %f %f",&xdata, &xdata1, &xdata2);
// if( xdata1 >= fBinsPt[ipt] && xdata1 < fBinsPt[ipt+1] && xdata<20.) {
// if((ieta==0 && TMath::Abs(xdata2)<1.5) ||
// (ieta==1 && TMath::Abs(xdata2)>1.5) ) {
// htemp->Fill(xdata);
// }
// }
// }// keep reading files as long as text exists
// TCanvas* myCanvas = new TCanvas("myCanvas","myCanvas");
// htemp->Draw();
// fsum->Draw("same");
// // loops over toys
for(int iexp=0; iexp<NEXP; iexp++) {
TH1D* htoyMC_data = (TH1D*)hdata_data[ieta][ipt]->Clone("htoyMC_data");
htoyMC_data->Reset();
TH1D* htoyMC_sig = (TH1D*)hZeeTemplate_S[ieta]->Clone("htoyMC_sig");
TH1D* htoyMC_bkg = (TH1D*)hTemplate_B[ieta][ipt]->Clone("htoyMC_bkg");
UInt_t nowSeed = (unsigned long)gSystem->Now();
gRandom->SetSeed(nowSeed);
int nsiggen = gRandom->Poisson(nsig_input);
int nbkggen = gRandom->Poisson(nbkg_input);
int ndata = nsiggen + nbkggen;
// reset toy MC data
htoyMC_data->Reset();
ofstream fout;
std::string toyData = Form("/tmp/syu/changeBkgTemptoy_%d_%d.dat",ieta,ipt);
fout.open(toyData.data());
for(int ieve=0; ieve < nsiggen; ieve++)
{
Double_t xvalue = fsig->GetRandom(fit_lo,fit_hi);
fout << xvalue << " " <<
0.5*(fBinsPt[ipt]+fBinsPt[ipt+1]) << " " << fBinsEta[ieta] << endl;
htoyMC_data->Fill(xvalue);
}
for(int ieve=0; ieve < nbkggen; ieve++)
{
Double_t xvalue = fbkg->GetRandom(fit_lo,fit_hi);
fout << xvalue << " " <<
0.5*(fBinsPt[ipt]+fBinsPt[ipt+1]) << " " << fBinsEta[ieta] << endl;
htoyMC_data->Fill(xvalue);
}
fout.close();
Double_t* toyFitResult;
Double_t toyMyFitPar[NRETURN]= {0};
toyFitResult = Ifit(toyData.data(),
htoyMC_sig, htoyMC_bkg,
htoyMC_data, toyMyFitPar,
(int)fBinsPt[ipt], dec[ieta],2);
Double_t nsigtoyfit = toyFitResult[0];
Double_t errnsigtoyfit = toyFitResult[1];
Double_t nbkgtoyfit = toyFitResult[2];
Double_t errnbkgtoyfit = toyFitResult[3];
Double_t nsigtoyfit_5GeV = toyFitResult[4];
Double_t errnsigtoyfit_5GeV = toyFitResult[5];
if(errnsigtoyfit < 1e-6 || errnbkgtoyfit < 1e-6 ||
nsigtoyfit < 1e-6 || nbkgtoyfit < 1e-6 ||
nsig_input < 1e-6 || fabs(nsigtoyfit - nsig_input)<1e-4)continue;
Double_t toySumFitPar[NPAR]= {0};
for(int ipar=0; ipar<NPAR; ipar++)
toySumFitPar[ipar] = toyMyFitPar[ipar+NPAR*2];
// fsum->SetParameters(toySumFitPar);
// fsum->SetParameter(0, nsigtoyfit*hdata_data[ieta][ipt]->GetBinWidth(2));
// fsum->SetParameter(4, nbkgtoyfit*hdata_data[ieta][ipt]->GetBinWidth(2));
fsum->SetParameter(0, (Double_t)nsiggen*hdata_data[ieta][ipt]->GetBinWidth(2));
fsum->SetParameter(4, (Double_t)nbkggen*hdata_data[ieta][ipt]->GetBinWidth(2));
// if(iexp%20==0){
TCanvas* myCanvas = new TCanvas("myCanvas","SHIT");
htoyMC_data->SetMaximum(htoyMC_data->GetMaximum()*1.5);
htoyMC_data->Draw();
fsum->Draw("same");
// myCanvas->Print(Form("toysPlot/fit_%03i.gif",iexp));
// delete myCanvas;
// }
// cout << "fsum integral = " << fsum->Integral(-1,20) << endl;
// for(int ipar=0; ipar<NPAR; ipar++)cout << "fsum par " << ipar << " = " << fsum->GetParameter(ipar) << endl;
Double_t pull = (nsigtoyfit - nsig_input)/errnsigtoyfit;
Double_t bias = (nsigtoyfit - nsig_input)/nsig_input;
htoyResult_pull[ieta][ipt]->Fill(pull);
htoyResult_bias[ieta][ipt]->Fill(bias);
} // end loops of toys
delete fsig;
delete fbkg;
} // end of loop over pt bins
}
TFile* outFile = new TFile(Form("changBkgTemp_%s_pt%d.root",
dec[runIeta], (int)fBinsPt[runIpt]),
"recreate");
for(int ieta=0; ieta < nEtaBin; ieta++) {
for(int ipt=0; ipt < nPtBin; ipt++) {
if(htoyResult_pull[ieta][ipt]->GetEntries()>0)
htoyResult_pull[ieta][ipt]->Write();
if(htoyResult_bias[ieta][ipt]->GetEntries()>0)
htoyResult_bias[ieta][ipt]->Write();
}
}
outFile->Close();
}
void extractFlowVZERO(Int_t icentr,const char *type,Int_t arm,Float_t pTh,Bool_t isMC,Int_t addbin){
LoadLib();
char name[100];
snprintf(name,100,"AnalysisResults%s.root",type);
if(!fo) fo = new TFile(name);
new TCanvas();
Int_t cMin[] = {0,5,10,20,30,40,50,60,70};
Int_t cMax[] = {5,10,20,30,40,50,60,70,80};
if(kNUOcorr){ // Compute correction for NUO in TOF
compareTPCTOF(icentr,0,arm,pTh,addbin);
// compareTPCTOF(icentr,1,arm,pTh,addbin);
// compareTPCTOF(icentr,2,arm,pTh,addbin);
// compareTPCTOF(icentr,3,arm,pTh,addbin);
// compareTPCTOF(icentr,4,arm,pTh,addbin);
}
TProfile *pAll;
pAll=extractFlowVZEROsingle(icentr,0,arm,0,pTh,addbin,"all",0,1);
pAll->SetMarkerStyle(24);
TProfile *pPiTOF,*pPiTPC,*pPiTPC2;
pPiTOF=extractFlowVZEROsingle(icentr,1,arm,0,pTh,addbin,"piTOF",1,1);
pPiTPC=extractFlowVZEROsingle(icentr,1,arm,0,pTh,addbin,"piTPC",0,0);
pPiTPC2=extractFlowVZEROsingle(icentr,1,arm,0,pTh,addbin,"piTPC2",2,2);
pPiTPC->Add(pPiTPC2);
TH1D *hPi = pPiTOF->ProjectionX("hPi");
hPi->SetLineColor(4);
hPi->SetMarkerColor(4);
hPi->SetMarkerStyle(20);
for(Int_t i=1;i <=hPi->GetNbinsX();i++){
Float_t x = hPi->GetBinCenter(i);
if(x < 0.2){
hPi->SetBinContent(i,0);
hPi->SetBinError(i,0);
}
else if(x < 0.5){
hPi->SetBinContent(i,pPiTPC->GetBinContent(i));
hPi->SetBinError(i,pPiTPC->GetBinError(i));
}
else{
if(kNUOcorr){
hPi->SetBinContent(i,pPiTOF->GetBinContent(i) + hNUO[0]->GetBinContent(i));
hPi->SetBinError(i,pPiTOF->GetBinError(i));
}
else{
hPi->SetBinContent(i,pPiTOF->GetBinContent(i));
hPi->SetBinError(i,pPiTOF->GetBinError(i));
}
}
}
TProfile *pElTOF,*pElTPC,*pElTPC2;
pElTOF=extractFlowVZEROsingle(icentr,4,arm,0,pTh,addbin,"piTOF",1,1);
pElTPC=extractFlowVZEROsingle(icentr,4,arm,0,pTh,addbin,"piTPC",0,0);
pElTPC2=extractFlowVZEROsingle(icentr,4,arm,0,pTh,addbin,"piTPC2",2,2);
pElTPC->Add(pElTPC2);
TH1D *hEl = pElTOF->ProjectionX("hEl");
hEl->SetLineColor(6);
hEl->SetMarkerColor(6);
hEl->SetMarkerStyle(20);
for(Int_t i=1;i <=hEl->GetNbinsX();i++){
Float_t x = hEl->GetBinCenter(i);
if(x < 0.2){
hEl->SetBinContent(i,0);
hEl->SetBinError(i,0);
}
else if(x < 0.3){
hEl->SetBinContent(i,pElTPC->GetBinContent(i));
hEl->SetBinError(i,pElTPC->GetBinError(i));
}
else{
if(kNUOcorr){
hEl->SetBinContent(i,pElTOF->GetBinContent(i) + hNUO[0]->GetBinContent(i));
hEl->SetBinError(i,pElTOF->GetBinError(i));
}
else{
hEl->SetBinContent(i,pElTOF->GetBinContent(i));
hEl->SetBinError(i,pElTOF->GetBinError(i));
}
}
}
TProfile *pKTOF,*pKTPC,*pKTPC2;
pKTOF=extractFlowVZEROsingle(icentr,2,arm,0,pTh,addbin,"kaTOF",1,1);
pKTPC=extractFlowVZEROsingle(icentr,2,arm,0,pTh,addbin,"kaTPC",0,0);
pKTPC2=extractFlowVZEROsingle(icentr,2,arm,0,pTh,addbin,"kaTPC2",2,2);
pKTPC->Add(pKTPC2);
TH1D *hK = pKTOF->ProjectionX("hKa");
hK->SetLineColor(1);
hK->SetMarkerColor(1);
hK->SetMarkerStyle(21);
for(Int_t i=1;i <=hK->GetNbinsX();i++){
Float_t x = hK->GetBinCenter(i);
if(x < 0.25){
hK->SetBinContent(i,0);
hK->SetBinError(i,0);
}
else if(x < 0.45){
hK->SetBinContent(i,pKTPC->GetBinContent(i));
hK->SetBinError(i,pKTPC->GetBinError(i));
}
else{
if(kNUOcorr){
hK->SetBinContent(i,pKTOF->GetBinContent(i) + hNUO[0]->GetBinContent(i));
hK->SetBinError(i,pKTOF->GetBinError(i));
}
else{
hK->SetBinContent(i,pKTOF->GetBinContent(i));
hK->SetBinError(i,pKTOF->GetBinError(i));
}
}
}
TProfile *pPrTOF,*pPrTOF2,*pPrTPC,*pPrTPC2;
pPrTOF=extractFlowVZEROsingle(icentr,3,arm,0,pTh,addbin,"prTOF",1,1,-1,-1);
pPrTOF2=extractFlowVZEROsingle(icentr,3,arm,0,pTh,addbin,"prTOF2",1,1,-1,1);
pPrTPC=extractFlowVZEROsingle(icentr,3,arm,0,pTh,addbin,"prTPC",0,0,-1,-1);
pPrTPC2=extractFlowVZEROsingle(icentr,3,arm,0,pTh,addbin,"prTPC2",2,2,-1,-1);
pPrTPC->Add(pPrTPC2);
TH1D *hPr = pPrTOF->ProjectionX("hPr");
hPr->SetLineColor(2);
hPr->SetMarkerColor(2);
hPr->SetMarkerStyle(22);
for(Int_t i=1;i <=hPr->GetNbinsX();i++){
Float_t x = hPr->GetBinCenter(i);
if(x < 0.3){
hPr->SetBinContent(i,0);
hPr->SetBinError(i,0);
}
else if(x < 1.0){
hPr->SetBinContent(i,pPrTPC->GetBinContent(i));
hPr->SetBinError(i,pPrTPC->GetBinError(i));
}
else{
if(x < 3){
if(kNUOcorr){
hPr->SetBinContent(i,pPrTOF->GetBinContent(i) + hNUO[0]->GetBinContent(i));
hPr->SetBinError(i,pPrTOF->GetBinError(i));
}
else{
hPr->SetBinContent(i,pPrTOF->GetBinContent(i));
hPr->SetBinError(i,pPrTOF->GetBinError(i));
}
}
else{
if(kNUOcorr){
hPr->SetBinContent(i,pPrTOF2->GetBinContent(i) + hNUO[0]->GetBinContent(i));
hPr->SetBinError(i,pPrTOF2->GetBinError(i));
}
else{
hPr->SetBinContent(i,pPrTOF2->GetBinContent(i));
hPr->SetBinError(i,pPrTOF2->GetBinError(i));
}
}
}
}
pAll->Draw();
hPi->Draw("SAME");
hK->Draw("SAME");
hPr->Draw("SAME");
char name[100];
// PID correction
if(kPIDcorr){
TFile *fPidTOF = new TFile("$ALICE_ROOT/PWGCF/FLOW/other/BayesianPIDcontTPCTOF.root");
TFile *fPidTPC = new TFile("$ALICE_ROOT/PWGCF/FLOW/other/BayesianPIDcontTPC.root");
// pi histos
sprintf(name,"Pi_IDas_Picentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidPiPi=(TH1D *) fPidTOF->Get(name);
sprintf(name,"Pi_IDas_Elcentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidPiEl=(TH1D *) fPidTOF->Get(name);
sprintf(name,"Pi_IDas_Kacentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidPiKa=(TH1D *) fPidTOF->Get(name);
sprintf(name,"Pi_IDas_Prcentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidPiPr=(TH1D *) fPidTOF->Get(name);
TH1D *hPidAll = new TH1D(*hPidPiPi);
hPidAll->Add(hPidPiKa);
hPidAll->Add(hPidPiPr);
hPidAll->Add(hPidPiEl);
hPidPiPi->Divide(hPidAll);
hPidPiKa->Divide(hPidAll);
hPidPiPr->Divide(hPidAll);
hPidPiEl->Divide(hPidAll);
sprintf(name,"Pi_IDas_Picentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidPiPiTPC=(TH1D *) fPidTPC->Get(name);
sprintf(name,"Pi_IDas_Elcentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidPiElTPC=(TH1D *) fPidTPC->Get(name);
sprintf(name,"Pi_IDas_Kacentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidPiKaTPC=(TH1D *) fPidTPC->Get(name);
sprintf(name,"Pi_IDas_Prcentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidPiPrTPC=(TH1D *) fPidTPC->Get(name);
hPidAll->Reset();
hPidAll->Add(hPidPiPiTPC);
hPidAll->Add(hPidPiKaTPC);
hPidAll->Add(hPidPiPrTPC);
hPidAll->Add(hPidPiElTPC);
hPidPiPiTPC->Divide(hPidAll);
hPidPiKaTPC->Divide(hPidAll);
hPidPiPrTPC->Divide(hPidAll);
hPidPiElTPC->Divide(hPidAll);
// K histos
sprintf(name,"Ka_IDas_Picentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidKaPi=(TH1D *) fPidTOF->Get(name);
sprintf(name,"Ka_IDas_Elcentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidKaEl=(TH1D *) fPidTOF->Get(name);
sprintf(name,"Ka_IDas_Kacentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidKaKa=(TH1D *) fPidTOF->Get(name);
sprintf(name,"Ka_IDas_Prcentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidKaPr=(TH1D *) fPidTOF->Get(name);
hPidAll->Reset();
hPidAll->Add(hPidKaPi);
hPidAll->Add(hPidKaKa);
hPidAll->Add(hPidKaPr);
hPidAll->Add(hPidKaEl);
hPidKaPi->Divide(hPidAll);
hPidKaKa->Divide(hPidAll);
hPidKaPr->Divide(hPidAll);
hPidKaEl->Divide(hPidAll);
sprintf(name,"Ka_IDas_Picentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidKaPiTPC=(TH1D *) fPidTPC->Get(name);
sprintf(name,"Ka_IDas_Elcentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidKaElTPC=(TH1D *) fPidTPC->Get(name);
sprintf(name,"Ka_IDas_Kacentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidKaKaTPC=(TH1D *) fPidTPC->Get(name);
sprintf(name,"Ka_IDas_Prcentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidKaPrTPC=(TH1D *) fPidTPC->Get(name);
hPidAll->Reset();
hPidAll->Add(hPidKaPiTPC);
hPidAll->Add(hPidKaKaTPC);
hPidAll->Add(hPidKaPrTPC);
hPidAll->Add(hPidKaElTPC);
hPidKaPiTPC->Divide(hPidAll);
hPidKaKaTPC->Divide(hPidAll);
hPidKaPrTPC->Divide(hPidAll);
hPidKaElTPC->Divide(hPidAll);
// pr histos
sprintf(name,"Pr_IDas_Picentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidPrPi=(TH1D *) fPidTOF->Get(name);
sprintf(name,"Pr_IDas_Elcentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidPrEl=(TH1D *) fPidTOF->Get(name);
sprintf(name,"Pr_IDas_Kacentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidPrKa=(TH1D *) fPidTOF->Get(name);
sprintf(name,"Pr_IDas_Prcentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidPrPr=(TH1D *) fPidTOF->Get(name);
hPidAll->Reset();
hPidAll->Add(hPidPrPi);
hPidAll->Add(hPidPrKa);
hPidAll->Add(hPidPrPr);
hPidAll->Add(hPidPrEl);
hPidPrPi->Divide(hPidAll);
hPidPrKa->Divide(hPidAll);
hPidPrPr->Divide(hPidAll);
hPidPrEl->Divide(hPidAll);
sprintf(name,"Pr_IDas_Picentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidPrPiTPC=(TH1D *) fPidTPC->Get(name);
sprintf(name,"Pr_IDas_Elcentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidPrElTPC=(TH1D *) fPidTPC->Get(name);
sprintf(name,"Pr_IDas_Kacentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidPrKaTPC=(TH1D *) fPidTPC->Get(name);
sprintf(name,"Pr_IDas_Prcentr%i_pth%4.2f",icentr,pTh);
TH1D *hPidPrPrTPC=(TH1D *) fPidTPC->Get(name);
hPidAll->Reset();
hPidAll->Add(hPidPrPiTPC);
hPidAll->Add(hPidPrKaTPC);
hPidAll->Add(hPidPrPrTPC);
hPidAll->Add(hPidPrElTPC);
hPidPrPiTPC->Divide(hPidAll);
hPidPrKaTPC->Divide(hPidAll);
hPidPrPrTPC->Divide(hPidAll);
hPidPrElTPC->Divide(hPidAll);
for(Int_t k=1;k <=hPi->GetNbinsX();k++){
Float_t pt = hPi->GetBinCenter(k);
Float_t xPi=hPi->GetBinContent(k)*hPidPiPi->Interpolate(pt) + hK->GetBinContent(k)*hPidPiKa->Interpolate(pt) + hPr->GetBinContent(k)*hPidPiPr->Interpolate(pt) + hEl->GetBinContent(k)*hPidPiEl->Interpolate(pt);
if(pt < 0.5)
xPi=hPi->GetBinContent(k)*hPidPiPiTPC->Interpolate(pt) + hK->GetBinContent(k)*hPidPiKaTPC->Interpolate(pt) + hPr->GetBinContent(k)*hPidPiPrTPC->Interpolate(pt) + hEl->GetBinContent(k)*hPidPiElTPC->Interpolate(pt);
Float_t xKa=hPi->GetBinContent(k)*hPidKaPi->Interpolate(pt) + hK->GetBinContent(k)*hPidKaKa->Interpolate(pt) + hPr->GetBinContent(k)*hPidKaPr->Interpolate(pt) + hEl->GetBinContent(k)*hPidKaEl->Interpolate(pt);
if(pt < 0.45)
xKa=hPi->GetBinContent(k)*hPidKaPiTPC->Interpolate(pt) + hK->GetBinContent(k)*hPidKaKaTPC->Interpolate(pt) + hPr->GetBinContent(k)*hPidKaPrTPC->Interpolate(pt) + hEl->GetBinContent(k)*hPidKaElTPC->Interpolate(pt);
Float_t xPr=hPi->GetBinContent(k)*hPidPrPi->Interpolate(pt) + hK->GetBinContent(k)*hPidPrKa->Interpolate(pt) + hPr->GetBinContent(k)*hPidPrPr->Interpolate(pt) + hEl->GetBinContent(k)*hPidPrEl->Interpolate(pt);
if(pt < 1)
xPr=hPi->GetBinContent(k)*hPidPrPiTPC->Interpolate(pt) + hK->GetBinContent(k)*hPidPrKaTPC->Interpolate(pt) + hPr->GetBinContent(k)*hPidPrPrTPC->Interpolate(pt) + hEl->GetBinContent(k)*hPidPrElTPC->Interpolate(pt);
hPi->SetBinContent(k,hPi->GetBinContent(k)*2 - xPi);
hK->SetBinContent(k,hK->GetBinContent(k)*2 - xKa);
hPr->SetBinContent(k,hPr->GetBinContent(k)*2 - xPr);
}
}
// antiproton Feed down
TProfile *pFromLambda = extractFlowVZEROsingle(icentr,11,arm,0,pTh,addbin,"pFromLambda",1,1);
TProfile *piFromK = extractFlowVZEROsingle(icentr,12,arm,0,pTh,addbin,"piFromK",1,1,1,1);
TProfile *pFromLambda2 = extractFlowVZEROsingle(icentr,11,arm,0,0.6,addbin,"pFromLambdanoPID",0,1);
TProfile *piFromK2 = extractFlowVZEROsingle(icentr,12,arm,0,0.6,addbin,"piFromKnoPID",0,1);
TProfile *piFromK3 = extractFlowVZEROsingle(icentr,12,arm,0,0.6,addbin,"piFromKnoPIDtof",1,1);
TH1D *hFeedSyst = NULL;
if(kFEEDcorr){
hFeedSyst = new TH1D(*hPr);
hFeedSyst->SetName("hFeedSyst");
hFeedSyst->Reset();
for(Int_t k=1;k <=hPr->GetNbinsX();k++){
Float_t contam = 3.23174e-01 * TMath::Exp(- 9.46743e-01 * hPr->GetBinCenter(k));
Float_t corr = contam * pFromLambda->GetBinContent(k)/(1-contam);
Float_t corrErr = contam * pFromLambda->GetBinError(k)/(1-contam);
Float_t value = hPr->GetBinContent(k)/(1-contam) - corr;
Float_t valueErr = hPr->GetBinError(k)/(1-contam);
hFeedSyst->SetBinContent(k,hPr->GetBinContent(k) - value);
hFeedSyst->SetBinContent(k,sqrt(corrErr*corrErr + valueErr*valueErr - hPr->GetBinError(k)*hPr->GetBinError(k)));
hPr->SetBinContent(k,value);
hPr->SetBinError(k,sqrt(corrErr*corrErr + valueErr*valueErr));
}
hFeedSyst->Divide(hPr);
}
// write output
snprintf(name,100,"results%03i-%03iv%i_pTh%3.1f%s.root",cMin[icentr],cMax[icentr+addbin],arm,pTh,type);
TFile *fout = new TFile(name,"RECREATE");
pAll->ProjectionX()->Write();
hPi->Write();
hK->Write();
hPr->Write();
if(isMC){
TH1D *pTmp = extractFlowVZEROsingle(icentr,0,arm,1,pTh,addbin,"allMC",1,1,-1,1)->ProjectionX();
pTmp->SetLineColor(6);
pTmp->SetMarkerColor(6);
pTmp->SetMarkerStyle(24);
pTmp->Write();
pTmp = extractFlowVZEROsingle(icentr,1,arm,1,pTh,addbin,"piMC",1,1,-1,1)->ProjectionX();
pTmp->SetLineColor(4);
pTmp->SetMarkerColor(4);
pTmp->SetMarkerStyle(24);
pTmp->Write();
pTmp = extractFlowVZEROsingle(icentr,2,arm,1,pTh,addbin,"kaMC",1,1,-1,1)->ProjectionX();
pTmp->SetLineColor(1);
pTmp->SetMarkerColor(1);
pTmp->SetMarkerStyle(25);
pTmp->Write();
pTmp = extractFlowVZEROsingle(icentr,3,arm,1,pTh,addbin,"prMC",1,1,-1,-1)->ProjectionX();
pTmp->SetLineColor(2);
pTmp->SetMarkerColor(2);
pTmp->SetMarkerStyle(26);
pTmp->Write();
}
extractFlowVZEROsingle(icentr,2,arm,0,pTh,addbin,"kProf")->Write();
extractFlowVZEROsingle(icentr,9,arm,0,pTh,addbin,"ks",0,1,1,1)->Write();
extractFlowVZEROsingle(icentr,9,arm,0,pTh,addbin,"ksMy",0,1,-1,-1)->Write();
extractFlowVZEROsingle(icentr,10,arm,0,pTh,addbin,"lambda")->Write();
pFromLambda->Write();
piFromK->Write();
pFromLambda2->Write();
piFromK2->Write();
piFromK3->Write();
if(hFeedSyst) hFeedSyst->Write();
fout->Close();
}
void drawResults(bool drawSinglePanels = false) {
// const int kPPcentral = 1;
// const int kPPperipheral =2 ;
// const int kHIcentral = 3;
// const int kHIperipheral = 4;
// const int kPADATA = 5;
// const int kPAMC = 6;
//const int nPtBin = 4;
// double ptBin[nPtBin+1] = {40, 50,60,80,9999};
TH1D* meanJetPt[8]; // [collision] [Before/After variation]
TH1D* meanJetPtSys[8]; // [collision] [Before/After variation]
TH1D* meanXjg[8]; // [collision] [Before/After variation]
TH1D* meanXjgSys[8]; // [collision] [Before/After variation]
TH1D* meanRjg[8];
TH1D* meanRjgSys[8];
TFile * f = new TFile("../resultHistograms/resultHistograms_ppSmeared10030.root");
meanJetPt[1] =(TH1D*)f->Get(Form("meanJetPt_pp"));
meanXjg[1] =(TH1D*)f->Get(Form("meanXjg_pp"));
meanRjg[1] =(TH1D*)f->Get(Form("meanRjg_pp"));
f = new TFile("../resultHistograms/resultHistograms_ppSmeared13099.root");
meanJetPt[2] =(TH1D*)f->Get(Form("meanJetPt_pp"));
meanXjg[2] =(TH1D*)f->Get(Form("meanXjg_pp"));
meanRjg[2] =(TH1D*)f->Get(Form("meanRjg_pp"));
// pbpb
f = new TFile("../resultHistograms/resultHistograms_nominal_vtxCentWeighted.root");
meanJetPt[7] =(TH1D*)f->Get(Form("meanJetPt_pp"));
meanXjg[7] =(TH1D*)f->Get(Form("meanXjg_pp"));
meanRjg[7] =(TH1D*)f->Get(Form("meanRjg_pp"));
meanJetPt[3] =(TH1D*)f->Get(Form("meanJetPt_pbpb_centralityBin1"));
meanXjg[3] =(TH1D*)f->Get(Form("meanXjg_pbpb_centralityBin1"));
meanRjg[3] =(TH1D*)f->Get(Form("meanRjg_pbpb_centralityBin1"));
meanJetPt[4] =(TH1D*)f->Get(Form("meanJetPt_pbpb_centralityBin2"));
meanXjg[4] =(TH1D*)f->Get(Form("meanXjg_pbpb_centralityBin2"));
meanRjg[4] =(TH1D*)f->Get(Form("meanRjg_pbpb_centralityBin2"));
// pPb
meanJetPt[5] =(TH1D*)f->Get(Form("meanJetPt_ppb"));
meanXjg[5] =(TH1D*)f->Get(Form("meanXjg_ppb"));
meanRjg[5] =(TH1D*)f->Get(Form("meanRjg_ppb"));
f = new TFile("../resultHistograms/resultHistograms_MCrecoIso_vtxCentWeighted.root"); //pythia+hijing
meanJetPt[6] =(TH1D*)f->Get(Form("meanJetPt_ppb"));
meanXjg[6] =(TH1D*)f->Get(Form("meanXjg_ppb"));
meanRjg[6] =(TH1D*)f->Get(Form("meanRjg_ppb"));
TFile* fSys = new TFile("../relativeSys/relativeSys_merged.root");
meanJetPtSys[1] =(TH1D*)fSys->Get("meanJetPt_pp_uncertainty_merged");
meanRjgSys[1] =(TH1D*)fSys->Get(Form("meanRjg_pp_uncertainty_merged"));
meanXjgSys[1] =(TH1D*)fSys->Get(Form("meanXjg_pp_uncertainty_merged"));
meanJetPtSys[2] = (TH1D*)meanJetPtSys[1]->Clone(Form("%s_2",meanJetPtSys[1]->GetName()));
meanRjgSys[2] = (TH1D*)meanRjgSys[1]->Clone(Form("%s_2",meanRjgSys[1]->GetName()));
meanXjgSys[2] = (TH1D*)meanXjgSys[1]->Clone(Form("%s_2",meanXjgSys[1]->GetName()));
meanJetPtSys[3] =(TH1D*)fSys->Get("meanJetPt_pbpb_centralityBin1_uncertainty_merged");
meanXjgSys[3] =(TH1D*)fSys->Get(Form("meanXjg_pbpb_centralityBin1_uncertainty_merged"));
meanRjgSys[3] =(TH1D*)fSys->Get(Form("meanRjg_pbpb_centralityBin1_uncertainty_merged"));
meanJetPtSys[4] =(TH1D*)fSys->Get("meanJetPt_pbpb_centralityBin2_uncertainty_merged");
meanXjgSys[4] =(TH1D*)fSys->Get(Form("meanXjg_pbpb_centralityBin2_uncertainty_merged"));
meanRjgSys[4] =(TH1D*)fSys->Get(Form("meanRjg_pbpb_centralityBin2_uncertainty_merged"));
meanJetPtSys[5] =(TH1D*)fSys->Get("meanJetPt_ppb_uncertainty_merged");
meanXjgSys[5] =(TH1D*)fSys->Get(Form("meanXjg_ppb_uncertainty_merged"));
meanRjgSys[5] =(TH1D*)fSys->Get(Form("meanRjg_ppb_uncertainty_merged"));
// RJG!!
TCanvas* c2;
//c2->Divide(3,1);
if( !drawSinglePanels)
{
c2 = new TCanvas("c1","",1300,500);
makeMultiPanelCanvas(c2,3,1,0.0,0.0, 0.15, 0.15, 0.025);
}
else
{
c2 = new TCanvas("c1","",1450,500);
c2->Divide(3,1);
//makeMultiPanelCanvas(c2,3,1,0.2,0.2, 0.15, 0.15, 0.025);
}
c2->cd(3);
handsomeTH1(meanRjg[1],1,1,21);
// drawSys(TH1 *h,TH1 *sys, Int_t theColor= newYellow, Int_t fillStyle = -1, Int_t lineStyle = -1)
TH1D* tempR = new TH1D("tempR",";p_{T}^{#gamma} (GeV);R_{J#gamma}",1000,40,130);
tempR->Reset();
handsomeTH1(tempR,0);
//tempR->SetAxisRange(0,1.2,"Y");
tempR->SetAxisRange(0,1.0,"Y");
tempR->SetAxisRange(40.01,109.99,"X");
tempR->GetYaxis()->SetNdivisions(505);
tempR->Draw();
drawSys(meanRjg[1], meanRjgSys[1], kGreen,3001);
drawSys(meanRjg[3], meanRjgSys[3]);
handsomeTH1(meanRjg[1],1,1,21);
meanRjg[1]->DrawCopy("same");
handsomeTH1(meanRjg[3],2,1,20);
meanRjg[3]->DrawCopy("same");
meanRjg[1]->SetFillStyle(3001);
meanRjg[1]->SetFillColor(kGreen);
meanRjg[3]->SetFillColor(90);
meanRjg[3]->SetFillStyle(1001);
meanRjg[1]->SetLineColor(0);
meanRjg[3]->SetLineColor(0);
if ( 1==1 ){
TLegend *ly = new TLegend(0.4,0.2,0.75,0.4,NULL,"brNDC");
//easyLeg(ly,"2.76TeV");
easyLeg(ly);
ly->AddEntry(meanRjg[3],"PbPb 0-30%","fp");
ly->AddEntry(meanRjg[1],"Smeared pp reference","fp");
ly->Draw();
}
if(!drawSinglePanels)
drawCMSppPbPbDist(0.04,0.9);
else
drawCMSppPbPbDist(0.2,0.9);
c2->cd(2);
tempR->Draw();
drawSys(meanRjg[2], meanRjgSys[2], kGreen,3001);
drawSys(meanRjg[4], meanRjgSys[4]);
// meanRjg[2]->SetMarkerStyle(25);
handsomeTH1(meanRjg[2],1,1,25);
meanRjg[2]->DrawCopy("same");
handsomeTH1(meanRjg[4],2,1,24);
// meanRjg[4]->SetMarkerStyle(24);
meanRjg[4]->DrawCopy("same");
meanRjg[2]->SetFillStyle(3001);
meanRjg[2]->SetFillColor(kGreen);
meanRjg[4]->SetFillColor(90);
meanRjg[4]->SetFillStyle(1001);
meanRjg[2]->SetLineColor(0);
meanRjg[4]->SetLineColor(0);
if ( 1==1 ){
TLegend *ly = new TLegend(0.4,0.2,0.75,0.4,NULL,"brNDC");
easyLeg(ly);
ly->AddEntry(meanRjg[4],"PbPb 30-100%","fp");
ly->AddEntry(meanRjg[2],"Smeared pp reference","fp");
ly->Draw();
}
if(!drawSinglePanels)
drawCMSppPbPbDist(0.04,0.9);
else
drawCMSppPbPbDist(0.2,0.9);
c2->cd(1);
tempR->SetAxisRange(40,109.99,"X");
tempR->DrawCopy();
tempR->SetAxisRange(40.01,109.99,"X");
drawSys(meanRjg[5], meanRjgSys[5], newYellow);
drawSys(meanRjg[7], meanRjgSys[2], kGreen, 3001);
// handsomeTH1(meanRjg[5],9,1,34);
handsomeTH1(meanRjg[5],2,1,34);
handsomeTH1(meanRjg[6],1,1,25);
handsomeTH1(meanRjg[7],1,1);
meanRjg[6]->DrawCopy("same");
meanRjg[7]->DrawCopy("same");
meanRjg[5]->DrawCopy("same");
meanRjg[7]->SetFillStyle(3001);
meanRjg[7]->SetFillColor(kGreen);
meanRjg[5]->SetFillColor(90);
meanRjg[5]->SetFillStyle(1001);
meanRjg[7]->SetLineColor(0);
meanRjg[5]->SetLineColor(0);
if ( 1==1 ) {
TLegend *ly = new TLegend(0.5,0.2,0.85,0.42,NULL,"brNDC");//0.4,0.2,0.75,0.4
easyLeg(ly);
ly->AddEntry(meanRjg[5],"pPb DATA","fp");
ly->AddEntry(meanRjg[7],"pp DATA (2.76 TeV)","fp");
ly->AddEntry(meanRjg[6],"PYTHIA+HIJING","p");
ly->Draw();
}
drawCMSpPbDist(0.2,0.9);
c2->SaveAs("pT_dependence_rjg_pp_pbpb.pdf");
c2->SaveAs("pT_dependence_rjg_pp_pbpb.gif");
//c2->SaveAs("pT_dependence_rjg_pp_pbpb.png");
// ppPbPb meanJetPt
TCanvas* c3 = new TCanvas("c3","",1300,500);
if(!drawSinglePanels)
makeMultiPanelCanvas(c3,3,1,0.0,0.0, 0.15, 0.15, 0.025);
else
c3->Divide(3,1);
//makeMultiPanelCanvas(c3,3,1,0.2,0.2, 0.15, 0.15, 0.025);
c3->cd(1);
handsomeTH1(meanRjg[1],1);
// drawSys(TH1 *h,TH1 *sys, Int_t theColor= newYellow, Int_t fillStyle = -1, Int_t lineStyle = -1)
// tempR->Draw();
TH1D* tempJ = new TH1D("tempJ",";p_{T}^{#gamma}; <p_{T}^{Jet}>",10000,40,130);
tempJ->Reset();
handsomeTH1(tempJ,0);
tempJ->SetAxisRange(40.01,109.99,"Y");
tempJ->SetAxisRange(40.,109.99,"X");
tempJ->DrawCopy();
tempJ->SetAxisRange(40.01,109.99,"X");
drawSys(meanJetPt[5], meanJetPtSys[5], newYellow);
drawSys(meanJetPt[7], meanJetPtSys[1], kGreen,3001);
// handsomeTH1(meanJetPt[5],9,1,34);
handsomeTH1(meanJetPt[5],2,1,34);
handsomeTH1(meanJetPt[6],1,1,25);
handsomeTH1(meanJetPt[7],1,1);
meanJetPt[6]->DrawCopy("same");
meanJetPt[7]->DrawCopy("same");
meanJetPt[5]->DrawCopy("same");
if ( 1==1 ) {
TLegend *ly = new TLegend(0.53,0.18,0.88,0.4,NULL,"brNDC");
easyLeg(ly);
ly->AddEntry(meanJetPt[5],"pPb DATA","p");
ly->AddEntry(meanJetPt[7],"pp DATA (2.76 TeV)","p");
ly->AddEntry(meanJetPt[6],"PYTHIA+HIJING","p");
ly->Draw();
}
drawCMSpPbDist(0.2,0.9);
c3->cd(3);
handsomeTH1(meanJetPt[1],1,1,21);
// drawSys(TH1 *h,TH1 *sys, Int_t theColor= newYellow, Int_t fillStyle = -1, Int_t lineStyle = -1)
tempJ->Draw();
drawSys(meanJetPt[3], meanJetPtSys[3]);
drawSys(meanJetPt[1], meanJetPtSys[1], kGreen,3001);
handsomeTH1(meanJetPt[3],2 );
meanJetPt[1]->Draw("same");
meanJetPt[3]->Draw("same");
if ( 1==1 ){
TLegend *ly = new TLegend(0.58,0.18,0.93,0.4,NULL,"brNDC");
easyLeg(ly);
ly->AddEntry(meanJetPt[3],"PbPb 0-30%","p");
ly->AddEntry(meanJetPt[1],"pp (smeared)","p");
ly->Draw();
}
drawCMSppPbPbDist(0.1,0.9);
c3->cd(2);
tempJ->Draw();
drawSys(meanJetPt[2], meanJetPtSys[2], kGreen,3001);
drawSys(meanJetPt[4], meanJetPtSys[4]);
// meanJetPt[2]->SetMarkerStyle(25);
meanJetPt[2]->Draw("same");
handsomeTH1(meanJetPt[4],2 );
// meanJetPt[4]->SetMarkerStyle(24);
meanJetPt[4]->Draw("same");
if ( 1==1 ){
TLegend *ly = new TLegend(0.58,0.18,0.93,0.4,NULL,"brNDC");
easyLeg(ly);
ly->AddEntry(meanJetPt[4],"PbPb 30-100%","p");
ly->AddEntry(meanJetPt[2],"pp (smeared)","p");
ly->Draw();
}
drawCMSppPbPbDist(0.1,0.9);
c3->SaveAs("pT_dependence_jetPt_pp_pbpb.pdf");
c3->SaveAs("pT_dependence_jetPt_pp_pbpb.gif");
//c3->SaveAs("pT_dependence_jetPt_pp_pbpb.png");
// mean xjg
TCanvas* c7;
if(!drawSinglePanels)
{
c7 = new TCanvas("c7","",1300,500);
makeMultiPanelCanvas(c7,3,1,0.0,0.0, 0.15, 0.15, 0.025);
}
else
{
c7 = new TCanvas("c7","",1450,500);
c7->Divide(3,1);
//makeMultiPanelCanvas(c7,3,1,0.2,0.2, 0.15, 0.15, 0.025);
}
c7->cd(3);
handsomeTH1(meanXjg[1],1,1,24);
// drawSys(TH1 *h,TH1 *sys, Int_t theColor= newYellow, Int_t fillStyle = -1, Int_t lineStyle = -1)
TH1D* tempX = new TH1D("tempX",";p_{T}^{#gamma} (GeV);<X_{J#gamma}>;",10000,40,130);
tempX->Reset();
handsomeTH1(tempX,0);
tempX->SetAxisRange(0.6,1.1,"Y");
tempX->SetAxisRange(40.01,109.99,"X");
tempX->GetYaxis()->SetNdivisions(606);
tempX->Draw();
drawSys(meanXjg[3], meanXjgSys[3]);
drawSys(meanXjg[1], meanXjgSys[1], kGreen,3001);
// meanXjg[1]->SetMarkerStyle(21);
handsomeTH1(meanXjg[1],1,1,21);
meanXjg[1]->DrawCopy("same");
handsomeTH1(meanXjg[3],2,1,20);
meanXjg[3]->DrawCopy("same");
meanXjg[1]->SetFillStyle(3001);
meanXjg[1]->SetFillColor(kGreen);
meanXjg[3]->SetFillColor(90);
meanXjg[3]->SetFillStyle(1001);
meanXjg[1]->SetLineColor(0);
meanXjg[3]->SetLineColor(0);
Float_t xpos = 0.022;
if(drawSinglePanels)
xpos = 0.15;
if ( 1==1 ){
TLegend *ly = new TLegend(xpos,0.1861745,0.578901,0.3788434,NULL,"brNDC");
easyLeg(ly);
ly->AddEntry(meanXjg[3],"PbPb 0-30%","fp");
ly->AddEntry(meanXjg[1],"Smeared pp reference","fp");
ly->Draw();
}
drawCMSppPbPbDist(0.6,0.9);
c7->cd(2);
tempX->Draw();
drawSys(meanXjg[4], meanXjgSys[4]);
drawSys(meanXjg[2], meanXjgSys[2], kGreen,3001);
// meanXjg[2]->SetMarkerStyle(25);
handsomeTH1(meanXjg[2],1,1,25);
meanXjg[2]->DrawCopy("same");
handsomeTH1(meanXjg[4],2,1,24 );
// meanXjg[4]->SetMarkerStyle(24);
meanXjg[4]->DrawCopy("same");
meanXjg[2]->SetFillStyle(3001);
meanXjg[2]->SetFillColor(kGreen);
meanXjg[4]->SetFillColor(90);
meanXjg[4]->SetFillStyle(1001);
meanXjg[2]->SetLineColor(0);
meanXjg[4]->SetLineColor(0);
if ( 1==1 ){
TLegend *ly = new TLegend(xpos,0.1861745,0.578901,0.3788434,NULL,"brNDC");
easyLeg(ly);
ly->AddEntry(meanXjg[4],"PbPb 30-100%","fp");
ly->AddEntry(meanXjg[2],"Smeared pp reference","fp");
ly->Draw();
}
drawCMSppPbPbDist(0.6,0.9);
c7->cd(1);
tempX->SetAxisRange(40.0,109.99,"X");
tempX->DrawCopy();
tempX->SetAxisRange(40.01,109.99,"X");
drawSys(meanXjg[5], meanXjgSys[5], newYellow);
drawSys(meanXjg[7], meanXjgSys[2], kGreen, 3001);
// handsomeTH1(meanXjg[5],9,1,34);
handsomeTH1(meanXjg[5],2,1,34);
handsomeTH1(meanXjg[6],1,1,25);
handsomeTH1(meanXjg[7],1,1);
meanXjg[6]->DrawCopy("same");
meanXjg[7]->DrawCopy("same");
meanXjg[5]->DrawCopy("same");
meanXjg[7]->SetFillStyle(3001);
meanXjg[7]->SetFillColor(kGreen);
meanXjg[5]->SetFillColor(90);
meanXjg[5]->SetFillStyle(1001);
meanXjg[7]->SetLineColor(0);
meanXjg[5]->SetLineColor(0);
if ( 1==1 ) {
TLegend *ly = new TLegend(0.1722123,0.1861,0.4788343,0.3788,NULL,"brNDC");
easyLeg(ly);
ly->AddEntry(meanXjg[5],"pPb DATA","fp");
ly->AddEntry(meanXjg[7],"pp DATA (2.76 TeV)","fp");
ly->AddEntry(meanXjg[6],"PYTHIA+HIJING","p");
ly->Draw();
}
drawCMSpPbDist(0.65,0.90);
c7->SaveAs("pT_dependence_meanXjg_pp_pbpb.pdf");
c7->SaveAs("pT_dependence_meanXjg_pp_pbpb.gif");
//c7->SaveAs("pT_dependence_meanXjg_pp_pbpb.png");
// TCanvas* c10 = new TCanvas("c10","",1200,350);
// makeMultiPanelCanvas(c10,nPtBin,1,0.0,0.0,0.2,0.15,0.02);
// for ( int ipt = 1 ; ipt<=nPtBin ; ipt++) {
// c10->cd(ipt);
// hTempPt->SetAxisRange(20,200,"X");
// hTempPt->SetAxisRange(0,2.5,"Y");
// hTempPt->SetYTitle("Yield^{JeT} Ratio");
// handsomeTH1(hTempPt,0);
// hTempPt->DrawCopy();
// IaaRatio[4][ipt] = (TH1D*)Iaa[4][ipt]->Clone(Form("%s_ratio",Iaa[4][ipt]->GetName()) );
// IaaRatio[4][ipt]->Divide(Iaa[2][ipt]);
// IaaRatioSys[4][ipt] = mergeSys( IaaSys[2][ipt], IaaSys[4][ipt]) ;
// drawSys(IaaRatio[4][ipt], IaaRatioSys[4][ipt], newYellow);
// jumSun(20,1,200,1);
// handsomeTH1(IaaRatio[4][ipt],2);
// IaaRatio[4][ipt]->SetMarkerStyle(24);
// IaaRatio[4][ipt]->Draw("same");
// double dx1=0.15;
// drawText(Form("p_{T}^{#gamma} > %dGeV ", (int)ptBin[ipt-1]), 0.12+dx1+0.25,0.85,1,15);//yeonju 130823
// drawText(Form("(PbPb)/(pp smeared) 30-100%%"), 0.12+dx1+0.05,0.69,1,15);//yeonju 130823
// }
// c10->SaveAs("pT_dependence_iAA_ratio2.pdf");
}
void Draw3paneleff() {
gStyle->SetOptStat(kFALSE);
TString outG="G1.root";
TCanvas *c1 = new TCanvas("","",1000,400);
c1->Divide(3);
gStyle->SetErrorX(0);
double hfbin[]= {0,1,2,3,4,6,8,10,13,16,20,25,30,40,55,70,90};
int nhfbin = 16;
TString name, dirname;
TFile *fDSeff = TFile::Open("/scratch/xuq7/Centrality/pPbHijing_EffCorr_forNBD.root");
TFile *ftreff = TFile::Open("/scratch/xuq7/Centrality/pPbHist_Hijing_TrandEs.root");
TH1D* hbef = (TH1D*)ftreff->Get("hHFEnergy4");
TH1D* rehbef = (TH1D*)hbef->Rebin(nhfbin,"rehHFEnergy4",hfbin);
TH1D* haft = (TH1D*)ftreff->Get("hHFEnergy4_tr");
TH1D* rehaft = (TH1D*)haft->Rebin(nhfbin,"rehHFEnergy4_tr",hfbin);
TGraphAsymmErrors *gtreff = new TGraphAsymmErrors();
gtreff->BayesDivide(rehaft,rehbef);
TGraphAsymmErrors *geff = (TGraphAsymmErrors*)fDSeff->Get("regEffHF4");
for(int i=0; i<geff->GetN(); i++) {
geff->SetPointEXlow(i,0);
geff->SetPointEXhigh(i,0);
gtreff->SetPointEXlow(i,0);
gtreff->SetPointEXhigh(i,0);
}
geff->SetTitle("");
geff->SetMarkerStyle(33);
geff->SetMarkerColor(5);
geff->SetMarkerSize(1.3);
gtreff->SetTitle("");
gtreff->SetMarkerStyle(21);
gtreff->SetMarkerColor(6);
gtreff->SetMarkerSize(1.3);
for(int cenvar=0; cenvar<3; cenvar++) {
TFile *f = TFile::Open(Form("%s/%s",cenvardir[cenvar].Data(),outG.Data()));
c1->cd(cenvar+1);
TObjString* dataname = (TObjString*)f->Get(Form("dataname"));
TObjString* histoname = (TObjString*)f->Get(Form("histoname"));
TFile *fdata = TFile::Open(dataname->GetString());
TH1D *histo_obs = (TH1D*)fdata->Get(histoname->GetString());
histo_obs->Sumw2();
TH1D* hFrame = histo_obs->Clone();
hFrame->Reset();
hFrame->SetTitle("");
hFrame->SetMaximum(1.2);
hFrame->SetMinimum(0);
if(cenvar==0)hFrame->GetYaxis()->SetTitle("ratio");
else hFrame->GetYaxis()->SetTitle("");
hFrame->GetXaxis()->SetRangeUser(0,100);
hFrame->GetXaxis()->CenterTitle(0);
hFrame->GetYaxis()->CenterTitle(1);
hFrame->GetYaxis()->SetTitleOffset(1.1);
hFrame->GetXaxis()->SetTitleOffset(1.1);
hFrame->GetXaxis()->SetTitleSize(0.056);
hFrame->GetYaxis()->SetTitleSize(0.056);
hFrame->GetXaxis()->SetLabelSize(0.05);
hFrame->GetYaxis()->SetLabelSize(0.05);
int binnum = histo_obs->GetNbinsX();
double Minx = histo_obs->GetXaxis()->GetXmin();
double Maxx = histo_obs->GetXaxis()->GetXmax();
double binsize = (Double_t)(Maxx-Minx)/binnum;
hFrame->Draw();
TLegend *leg = new TLegend(0.40, 0.2, 0.65, 0.4);
for(int sth=0; sth<3; sth++) {
int Gth=0;
if(sth==0) {
dirname = "std";
}
else if(sth==1) {
dirname ="Gri055";
}
else {
dirname ="Gri101";
}
hFrame->GetXaxis()->SetTitle(cenvariable[cenvar]);
if(Gth==0)
name = "G0";
else if(Gth<nGlau)
name = Form("Glau_%d",Gth);
else
name = Form("bin_%d",Gth-nGlau+1);
TObjString* Glaubername = (TObjString*)f->Get(Form("%s/%s/Glaubername",dirname.Data(),name.Data()));
TVectorD* xmin = (TVectorD*)f->Get(Form("%s/%s/xmin",dirname.Data(),name.Data()));
TVectorD* xmax = (TVectorD*)f->Get(Form("%s/%s/xmax",dirname.Data(),name.Data()));
TVectorD* mubest = (TVectorD*)f->Get(Form("%s/%s/mubest",dirname.Data(),name.Data()));
TVectorD* kbest = (TVectorD*)f->Get(Form("%s/%s/kbest",dirname.Data(),name.Data()));
TVectorD* Ndf = (TVectorD*)f->Get(Form("%s/%s/Ndf",dirname.Data(),name.Data()));
TVectorD* chis = (TVectorD*)f->Get(Form("%s/%s/chis",dirname.Data(),name.Data()));
TVectorD *kpoint = (TVectorD*)f->Get(Form("%s/%s/kpoint",dirname.Data(),name.Data()));
int xbinmin=(int)(((*xmin)[0]-Minx)/binsize);
int xbinmax=(int)(((*xmax)[0]-Minx)/binsize);
TFile *fGlauber = TFile::Open(Glaubername->GetString());
TH1D *histo_exp = new TH1D("histo_exp","Simulated distribution;Multiplicity;Event Fraction",binnum,Minx,Maxx);
histo_exp->Sumw2();
Int_t ibin;
TH1D *histo_obs_norm = (TH1D*)histo_obs->Clone();
histo_obs_norm->Scale(1/histo_obs->Integral(xbinmin,xbinmax));
TF1 *NBD_fun = new
TF1("NBD_fun","[0]*TMath::Gamma(x+[1])/(TMath::Gamma(x+1)*TMath::Gamma([1]))*TMath::Power([2]/[1],x)/TMath::Power([2]/[1]+1,x+[1])",0,100);
NBD_fun->SetParameter(0,1); //[0]: Normalized constant
NBD_fun->SetParameter(1,(*kbest)[0]); //[1]: k value
NBD_fun->SetParameter(2,(*mubest)[0]); //[2]: mu value
TTree *t = (TTree*) fGlauber->Get("nt_p_Pb");
Long_t Nevent;
Nevent = (Long_t) t->GetEntries();
Long_t Ev;
Int_t Bino;
Double_t Para, Bi_Para, Mult;
Float_t Ncoll;
t->SetBranchAddress("Ncoll",&Ncoll);
for(Ev=0; Ev<Nevent; Ev++) {
if(Ev%100000==0) cout<<"Have run "<<Ev<<" events"<<endl;
t->GetEntry(Ev);
Para = 0; //make sure that Para doesn't accumulate through loops
for(Bino=0; Bino<Ncoll; Bino++) {
Bi_Para = NBD_fun->GetRandom();
Para += Bi_Para;
}
histo_exp->Fill(Para);
}
Double_t SumEvent, scale;
SumEvent = histo_exp->Integral(xbinmin,xbinmax);
scale = 1/SumEvent;
TH1D *histo_exp_norm = (TH1D*) histo_exp->Clone();
histo_exp_norm->Scale(scale);
rehisto_obs_norm = (TH1D*)histo_obs_norm->Rebin(nhfbin,"rehisto_obs_norm",hfbin);
normalizeByBinWidth(rehisto_obs_norm);
rehisto_exp_norm = (TH1D*)histo_exp_norm->Rebin(nhfbin,"rehisto_exp_norm",hfbin);
normalizeByBinWidth(rehisto_exp_norm);
TH1D* ratio = (TH1D*)rehisto_obs_norm->Clone("ratio");
ratio->Divide(rehisto_exp_norm);
ratio->SetTitle("");
ratio->SetLineColor(1);
ratio->SetMarkerStyle(20);
ratio->SetMarkerColor(color_[sth]);
ratio->SetMarkerSize(1.3);
ratio->Draw("Psame");
geff->Draw("Psame");
gtreff->Draw("Psame");
leg->AddEntry(ratio,Form("data/fit %s",Grilist[sth].Data()),"p");
}
leg->SetFillColor(10);
leg->SetFillStyle(0);
leg->SetBorderSize(0.035);
leg->SetTextFont(42);
leg->SetTextSize(0.045);
leg->AddEntry(geff,"DS efficiency","p");
leg->AddEntry(gtreff,"Event selection efficiency","p");
if(cenvar==2) leg->Draw("same");
TLine *l = new TLine(0,1,90,1);
l->SetLineStyle(2);
l->Draw("same");
}
c1->SaveAs(Form("ratiovseff.png"));
c1->SaveAs(Form("ratiovseff.pdf"));
}
void dataBin(TDirectory *din, TDirectory *dout) {
float y1, y2;
assert(sscanf(din->GetName(),"Eta_%f-%f",&y1,&y2)==2);
sscanf(din->GetName(),"Eta_%f-%f",&y1,&y2);
int iy = int((0.5*(y1+y2))/0.5);
TH1D *hpt = (TH1D*)din->Get("hpt"); assert(hpt);
// Read in text file
if (_jp_algo=="AK7") {
const int nchr = 2048;
char chr[nchr];
ifstream fs("fastnlo/InclusiveJets_Table_postCWR.txt", ios::in);
assert(fs.is_open());
fs.getline(chr, nchr);
dout->cd();
TH1D *h = (TH1D*)hpt->Clone("hdata2011");
h->Reset();
TH1D *hdw = (TH1D*)hpt->Clone("hdata2011_dw");
hdw->Reset();
TH1D *hup = (TH1D*)hpt->Clone("hdata2011_up");
hup->Reset();
while(fs.getline(chr, nchr)) {
//cout << chr << endl;
float ymin, ymax, xsec, err, err2, uncorr, np;
int ptmin, ptmax;
assert(sscanf(chr, "%f %f %d %d %f %f %f %f %f",
&ymin, &ymax, &ptmin, &ptmax,
&xsec, &err, &uncorr, &err2, &np)==9);
sscanf(chr, "%f %f %d %d %f %f %f %f %f",
&ymin, &ymax, &ptmin, &ptmax,
&xsec, &err, &uncorr, &err2, &np);
// sum up the uncertainty
float foo;
stringstream str(chr);
for (int i = 0; i != 9; ++i) str >> foo; assert(foo==np);
//assert(str >> foo);
str >> foo;
//assert(str >> foo); // lumierr
str >> foo; // lumierr
float eup, edw, sumedw(foo*foo), sumeup(foo*foo);
while (str >> edw >> eup) {
sumeup += pow(max(eup, -edw),2);
sumedw += pow(min(eup, -edw),2);
}
eup = sqrt(sumeup);
edw = sqrt(sumedw);
if (fabs(ymin-y1)<0.1 && fabs(ymax-y2)<0.1) {
int i = h->FindBin(0.5*(ptmin+ptmax));
if (h->GetBinLowEdge(i)==ptmin &&
h->GetBinLowEdge(i+1)==ptmax) {
h->SetBinContent(i, xsec);
h->SetBinError(i, xsec*err);
hup->SetBinContent(i, xsec*(1+eup));
hup->SetBinError(i, xsec*(1+eup)*err);
hdw->SetBinContent(i, xsec*(1-edw));
hdw->SetBinError(i, xsec*(1-edw)*err);
}
else {
cout << "ymin = " << y1 << " ymax = " << y2
<< "ptmin = " << ptmin << " ptmax = " << ptmax
<< " pt1 = " << h->GetBinLowEdge(i)
<< " pt2 = " << h->GetBinLowEdge(i+1) << endl;
}
}
} // while
} // ak7
if (_jp_algo=="AK5") {
const int nchr = 2048;
char chr[nchr];
ifstream fs(Form("fastnlo/InclusiveJets2010_Table%d.txt",iy), ios::in);
assert(fs.is_open());
// remove header lines
for (int i = 0; i != 10; ++i) fs.getline(chr, nchr);
dout->cd();
TH1D *h = (TH1D*)hpt->Clone("hdata2010");
h->Reset();
TH1D *hup = (TH1D*)hpt->Clone("hdata2010_up");
hup->Reset();
TH1D *hdw = (TH1D*)hpt->Clone("hdata2010_dw");
hdw->Reset();
while(fs.getline(chr, nchr)) {
float xsec, err, err2, sys, sys2;
float pt, ptmin, ptmax;
assert(string(chr)=="" ||
sscanf(chr, "%f %f %f %f %f %f %f %f",
&pt, &ptmin, &ptmax,
&xsec, &err, &err2, &sys, &sys2)==8);
if(string(chr)!="")
sscanf(chr, "%f %f %f %f %f %f %f %f",
&pt, &ptmin, &ptmax,
&xsec, &err, &err2, &sys, &sys2);
int i = h->FindBin(0.5*(ptmin+ptmax));
if (h->GetBinLowEdge(i)==ptmin &&
h->GetBinLowEdge(i+1)==ptmax) {
h->SetBinContent(i, xsec);
h->SetBinError(i, err);
hup->SetBinContent(i, xsec+sys);
hup->SetBinError(i, err);
hdw->SetBinContent(i, xsec+sys2);
hdw->SetBinError(i, err);
}
else {
cout << "ymin = " << y1 << " ymax = " << y2
<< "ptmin = " << ptmin << " ptmax = " << ptmax
<< " pt1 = " << h->GetBinLowEdge(i)
<< " pt2 = " << h->GetBinLowEdge(i+1) << endl;
}
} // while
} // ak5
// Read in text file (SMP-13-002)
if (true) {
const int nchr = 2048;
char chr[nchr];
ifstream fs(Form("fastnlo/InclusiveJets_Table_%s.txt",_jp_algo.c_str()));
assert(fs.is_open());
fs.getline(chr, nchr);
dout->cd();
TH1D *h = (TH1D*)hpt->Clone("hdata2013");
h->Reset();
TH1D *hdw = (TH1D*)hpt->Clone("hdata2013_dw");
hdw->Reset();
TH1D *hup = (TH1D*)hpt->Clone("hdata2013_up");
hup->Reset();
while(fs.getline(chr, nchr)) {
float ymin, ymax, xsec, err, err2, uncorr, np;
int ptmin, ptmax;
assert(sscanf(chr, "%f %f %d %d %f %f %f %f %f",
&ymin, &ymax, &ptmin, &ptmax,
&xsec, &err, &uncorr, &err2, &np)==9);
sscanf(chr, "%f %f %d %d %f %f %f %f %f",
&ymin, &ymax, &ptmin, &ptmax,
&xsec, &err, &uncorr, &err2, &np);
// sum up the uncertainty
float foo;
stringstream str(chr);
for (int i = 0; i != 9; ++i) str >> foo; assert(foo==np);
//assert(str >> foo);
str >> foo;
//assert(str >> foo); // lumierr
str >> foo; // lumierr
float eup, edw, sumedw(foo*foo), sumeup(foo*foo);
while (str >> edw >> eup) {
sumeup += pow(max(eup, -edw),2);
sumedw += pow(min(eup, -edw),2);
}
eup = sqrt(sumeup);
edw = sqrt(sumedw);
if (fabs(ymin-y1)<0.1 && fabs(ymax-y2)<0.1) {
int i = h->FindBin(0.5*(ptmin+ptmax));
if (h->GetBinLowEdge(i)==ptmin &&
h->GetBinLowEdge(i+1)==ptmax) {
h->SetBinContent(i, xsec);
h->SetBinError(i, xsec*err);
hup->SetBinContent(i, xsec*(1+eup));
hup->SetBinError(i, xsec*(1+eup)*err);
hdw->SetBinContent(i, xsec*(1-edw));
hdw->SetBinError(i, xsec*(1-edw)*err);
}
else {
cout << "ymin = " << y1 << " ymax = " << y2
<< "ptmin = " << ptmin << " ptmax = " << ptmax
<< " pt1 = " << h->GetBinLowEdge(i)
<< " pt2 = " << h->GetBinLowEdge(i+1) << endl;
}
}
} // while
} // ak7
}
void getTemplate(int ppHI, TH1D* h1, TString fname1, int isoChoice, float isoCut, int iTemp, int lowCent, int highCent, TCut addCut,bool onlygjEvents, float specialSbCut, float theShift) {
char fnamePho30[500] = "skimmed/yskim_qcdAllPhoton30_allCent_nMix10_v4.root";
float nEvtPho30 = 45000;
char fnamePho50[500] = "skimmed/yskim_qcdAllPhoton50_allCent_nMix10_v4.root";
float nEvtPho50 = 45188;
char fnamePho80[500] = "skimmed/barrelHiforestv2_qcdAllPhoton80_allCent.root";
float nEvtPho80 = 45308;
char fnameEmj80[500] = "barrelHiForestPhoton_MCemJet80_41007events.root";
char fnameEmj120[500] = "barrelHiForestPhoton_MCemJet120_25308events.root";
char fnameEmj80_cent10[500] = "barrelHiForestPhoton_emJet80_cent10_10016evnts.root";
char fnameEmj120_cent10[500] = "barrelHiForestPhoton_emJet120_cent10_9540Evts.root";
char fnamePho30pp[500] = "mcbarrelHiForestPhoton_AllQCDPhoton30_PP7TeV.root";
double csDij80 = 9.869e-5;
float nEvtEmj80 = 41007;
float effEmj80 = 0.204;
float weightEmj80 = csDij80*effEmj80/nEvtEmj80;
float nEvtEmj120 = 25308;
double csDij120 = 1.127e-5;
float effEmj120 = 0.54;
float weightEmj120 = csDij120*effEmj120/nEvtEmj120;
float nEvtEmj80_cent10 = 9540;
float nEvtEmj120_cent10 = 10016;
float weightEmj80_cent10 = csDij80*effEmj80/nEvtEmj80_cent10;
float weightEmj120_cent10 = csDij120*effEmj120/nEvtEmj120_cent10;
TCut evtSelCut = "tgj.anaEvtSel";
if ( ppHI ==kPP ) evtSelCut = "";
TCut centCut = Form("yEvt.hiBin >= %d && yEvt.hiBin<= %d",lowCent,highCent);
if ( ppHI ==kPP ) centCut = "";
TCut noEleCut = "isEle ==0";
TCut photonJetCut = "tgj.photonEt>50 && tgj.jetEt>30";
TCut dphiCut= "acos(cos(tgj.photonPhi-tgj.jetPhi))>2.748893";
TCut lPhotCut= "leading==1";
TCut hoeCut ="hadronicOverEm<0.1";
TCut islandButCut = " seedTime != 0";
TCut generalCutMC = lPhotCut && centCut && noEleCut && hoeCut && addCut &&islandButCut;
if (onlygjEvents)
generalCutMC = generalCutMC && photonJetCut && dphiCut;
TCut generalCutData = generalCutMC && evtSelCut;
if (onlygjEvents)
generalCutData = generalCutData && photonJetCut && dphiCut;
TCut srIsoCut = getIsoCut(isoChoice,isoCut);
TCut finalCut="";
if ( iTemp == kData )
finalCut = generalCutData && srIsoCut ;
else if ( iTemp == kSig )
finalCut = generalCutMC && genMatchCut1 && srIsoCut ;
else if ( iTemp == kSBB )
finalCut = generalCutData && sbIsoCut;
else if ( iTemp == kMCBsr )
finalCut = generalCutMC && srIsoCut;
else if ( iTemp == kMCBsb )
finalCut = generalCutMC && sbIsoCut;
else if ( iTemp == kSBBpp )
finalCut = generalCutData && sbIsoPPCut;
if ( (isoChoice == kSumIso3) && ( iTemp == kSBB )) {
finalCut = generalCutMC && (TCut)(Form(" (cc4+cr4+ct4PtCut20)/0.9 > %f && (cc4+cr4+ct4PtCut20)/0.9 < %f",(float)specialSbCut,(float)(specialSbCut+10.))) ;
if ( specialSbCut == -1 )
finalCut = generalCutMC && "(cc4+cr4+ct4PtCut20)/0.9 > 10 && (cc4+cr4+ct4PtCut20)/0.9 < 20";
//cout << " special cut : " << Form("( (cc4+cr4+ct4PtCut20)/0.9 > %f) && ( (cc4+cr4+ct4PtCut20)/0.9 < %f)",(float)specialSbCut,(float)(specialSbCut+10)) << " is used " << endl;
}
multiTreeUtil* photon1 = new multiTreeUtil();
float csPho30 = 1.59e-6;
float csPho50 = 7.67e-7;
float csPho80 = 1.72e-7;
float weightPho50 = csPho50/nEvtPho50;
float weightPho80 = csPho80/nEvtPho80;
float weightPho30 = csPho30/nEvtPho30;
TString weightBit = "";
if ( ppHI == kHI) {
if ( iTemp == kSig) {
photon1->addFile( fnamePho30, "yongsunPhotonTree", "ptHat>30 && ptHat<50" , weightPho30- weightPho50);
photon1->addFile( fnamePho50, "yongsunPhotonTree", "ptHat>50 && ptHat<80" , weightPho50 - weightPho80);
photon1->addFile( fnamePho80, "yongsunPhotonTree", "ptHat<80" , weightPho80);
weightBit = "tgj.reweight";
}
else if ( (iTemp == kSBB) || (iTemp == kData) ) {
// if this is data
photon1->addFile( fname1 , "yongsunPhotonTree", "" ,1);
weightBit = "";
}
else if ( (iTemp == kMCBsr) || (iTemp == kMCBsb)){
photon1->addFile(fnameEmj80, "yongsunPhotonTree", "" , weightEmj80);
photon1->addFile(fnameEmj120, "yongsunPhotonTree", "" , weightEmj120);
photon1->addFile(fnameEmj80_cent10, "yongsunPhotonTree", "yEvt.hiBin<4" , weightEmj80_cent10);
photon1->addFile(fnameEmj120_cent10, "yongsunPhotonTree", "yEvt.hiBin<4" , weightEmj120_cent10);
weightBit = "tgj.reweight";
}
}
if ( ppHI == kPP) {
if ( iTemp == kSig) {
photon1->addFile( fnamePho30pp, "yongsunPhotonTree", "" , weightPho30);
weightBit = "";
}
else if ( (iTemp == kSBB) || (iTemp == kData) || (iTemp == kSBBpp) ) {
photon1->addFile( fname1 , "yongsunPhotonTree", "" ,1);
weightBit = "";
}
}
photon1->AddFriend("yEvt=yongsunHiEvt");
// photon1->AddFriend("yJet=yongsunJetakPu3PF");
photon1->AddFriend("tgj");
h1->Reset();
h1->Sumw2();
TH1D* htemp = (TH1D*)h1->Clone("htemp");
htemp->Reset();
htemp->Sumw2();
cout << "cut = " << finalCut.GetTitle() << endl;
photon1->Draw2(htemp, Form("sigmaIetaIeta+%f",theShift), finalCut, weightBit);
cout << " this is it" << endl;
// cout << " MC final Cut = " << finalCut.GetTitle() <<endl;
TH1D* hcBins = new TH1D("hncoll","",40,-.5,39.5);
if ( iTemp == kData ) {
cout << "Data entries = "<< htemp->Integral() << endl;
// cout << "cut = " << finalCut.GetTitle() << endl;
photon1->Draw2(hcBins, "yEvt.hiBin", finalCut);
}
h1->Add(htemp);
htemp->Reset();
delete photon1;
}
TCanvas* DrawComparison(TH1D* prediction, TH1D* selection, TString Title, TString LumiTitle, TString xTitle, bool isData)
{
double MinX = selection->GetXaxis()->GetXmin();
double MaxX = selection->GetXaxis()->GetXmax();
double MaxY = selection->GetMaximum();
double YRangeMax = MaxY;
TString titlePrediction;
TString titleSelection;
TString RatioTitle;
if( isData ){
titlePrediction = "Data";
titleSelection = "MC";
RatioTitle = "(Data-MC)/MC";
}
else {
titlePrediction = "Data-driven Pred. from MC";
titleSelection = "MC Expectation";
RatioTitle = "(Pred-MC)/MC";
}
//static Int_t c_LightBrown = TColor::GetColor( "#D9D9CC" );
static Int_t c_LightGray = TColor::GetColor( "#DDDDDD" );
prediction->SetAxisRange(MinX, MaxX, "X");
prediction->GetYaxis()->SetRangeUser(0.005, YRangeMax);
prediction->SetMarkerStyle(20);
prediction->SetMarkerSize(0.9);
prediction->SetMarkerColor(kBlack);
prediction->SetXTitle(xTitle);
prediction->SetYTitle("Events");
selection->SetAxisRange(MinX, MaxX, "X");
selection->GetYaxis()->SetRangeUser(0.05, YRangeMax);
// selection->SetFillColor(c_LightBrown);
selection->SetFillColor(c_LightGray);
selection->SetTitle("");
selection->SetXTitle(xTitle);
selection->SetYTitle("Events");
TCanvas *c = new TCanvas("ca", "Comparison and ratio of two histos", 700, 700);
TPad *pad1 = new TPad("pad1a", "pad1a", 0, 0.35, 1, 1);
//pad1->SetLogy();
pad1->SetBottomMargin(0);
pad1->Draw();
pad1->cd();
selection->DrawCopy("hist");
prediction->Draw("same");
selection->SetFillColor(kAzure-3);
selection->SetFillStyle(3354);
selection->DrawCopy("e2same");
selection->SetFillStyle(1001);
// selection->SetFillColor(c_LightBrown);
selection->SetFillColor(c_LightGray);
TLegend* leg1 = new TLegend(0.48, 0.63, 0.95, 0.83);
leg1->SetFillStyle(0);
leg1->SetLineStyle(1);
leg1->SetTextFont(42);
leg1->SetTextSize(0.04);
leg1->AddEntry(selection, titleSelection, "lf");
leg1->AddEntry(prediction, titlePrediction, "lep");
leg1->Draw("same");
TPaveText* pt = new TPaveText(0.11, 0.98, 0.95, 0.86, "NDC");
pt->SetBorderSize(0);
pt->SetFillStyle(0);
pt->SetTextAlign(12);
pt->SetTextSize(0.045);
pt->AddText(Title);
pt->AddText(LumiTitle);
pt->Draw();
c->cd();
TPad *pad2 = new TPad("pad2a", "pad2a", 0, 0, 1, 0.35);
pad2->SetTopMargin(0);
pad2->Draw();
pad2->cd();
TH1D* r = new TH1D(*selection);
r->SetTitle("");
r->SetLabelSize(0.08, "XYZ");
r->SetLabelOffset(0.01, "XYZ");
r->SetTitleSize(0.09, "XYZ");
r->SetTitleOffset(0.65, "Y");
r->SetTickLength(0.05);
r->SetYTitle(RatioTitle);
r->SetStats(0);
r->SetMarkerStyle(20);
r->SetMarkerSize(0.9);
r->SetMarkerColor(kBlack);
r->Reset();
r->Add(prediction, 1);
r->Add(selection, -1);
r->Divide(selection);
r->SetMaximum(1.2);
r->SetMinimum(-1.2);
r->Draw("ep");
TLine l;
l.DrawLine(MinX, 0., MaxX, 0.);
c->cd();
return c;
}
void drawDCAcontamination(){
gStyle->SetOptStat(0);
TFile * file = TFile::Open("/Users/sandrobjelogrlic/Analysis/HFCorrelations/Results/MCCE/83_12022015/10f7a/AnalysisResults.root");
TDirectoryFile * dir = (TDirectoryFile*)file->Get("PWGHF_HFCJ_SE_EffY_DEffY_vsPt_32_bins_SE_RECO_reco_2_348_sigmas");
TList * list = (TList*)dir->Get("OutputMCSE_RECO");
TH1D * isPhysPrimDCA = (TH1D*)list->FindObject("isPhysPrimDCA");
TH1D * isSecondaryDCA = (TH1D*)list->FindObject("isSecondaryDCA");
isPhysPrimDCA->GetXaxis()->SetRangeUser(0,2);
isPhysPrimDCA->SetLineColor(2);
isSecondaryDCA->SetLineColor(4);
isPhysPrimDCA->SetTitle("; DCA_{XY} (cm); Counts");
isPhysPrimDCA->GetYaxis()->SetTitleOffset(1.2);
TPaveText * PaveText = new TPaveText(0.5,0.55,0.8,0.7,"NDC");
PaveText->SetBorderSize(0);
PaveText->SetFillColor(0);
PaveText->SetName("pave");
// PaveText->AddText("THIS THESIS");
// PaveText->AddText(" ");
PaveText->AddText("Phytia, pp #sqrt{s} = 7 TeV");
//PaveText->AddText(" ");
// PaveText->AddText("Fraction of Primary tracks as funct");
TLine * cut = new TLine(0.25,0,0.25,10000000);
cut->SetLineStyle(2);
TLegend * legend = new TLegend(0.4,0.7,0.8,0.85);
// TLegend * legend = new TLegend(0.1, 1.2*DStarPeak->GetBinContent(DStarPeak->GetMaximumBin()),0.4, 1.6*DStarPeak->GetBinContent(DStarPeak->GetMaximumBin()));
legend->SetFillColor(0);
legend->SetTextSize(0.03);
legend->SetBorderSize(0);
legend->AddEntry(isPhysPrimDCA,"Primary tracks","l");
legend->AddEntry(isSecondaryDCA,"Secondary tracks","l");
legend->AddEntry(cut,"Standard cut, DCA_{XY} < 0.25 cm","l");
//legend->AddEntry(h_Perugia2011,"Pythia, Perugia 2011 tune","lep");
TCanvas * c1 = new TCanvas("c1","c1",0,0,1000,1000);
c1->cd();
c1->SetLogy();
isPhysPrimDCA->Draw();
isSecondaryDCA->Draw("same");
legend->Draw("same");
PaveText->Draw("same");
cut->Draw("same");
// cout << "Integral is " << getIntegral(DCA,isPhysPrimDCA) << endl;
TLegend * legend2 = new TLegend(0.4,0.7,0.8,0.85);
// TLegend * legend = new TLegend(0.1, 1.2*DStarPeak->GetBinContent(DStarPeak->GetMaximumBin()),0.4, 1.6*DStarPeak->GetBinContent(DStarPeak->GetMaximumBin()));
legend2->SetFillColor(0);
legend2->SetTextSize(0.03);
legend2->SetBorderSize(0);
legend2->AddEntry(cut,"Standard cut, DCA_{XY} < 0.25 cm","l");
TPaveText * PaveText2 = new TPaveText(0.5,0.3,0.8,0.5,"NDC");
PaveText2->SetBorderSize(0);
PaveText2->SetFillColor(0);
PaveText2->SetName("pave2");
// PaveText->AddText("THIS THESIS");
// PaveText->AddText(" ");
PaveText2->AddText("PYTHIA, pp #sqrt{s} = 7 TeV");
TH1D * contamination = (TH1D*)isPhysPrimDCA->Clone("contamination");
contamination->Reset();
contamination->SetTitle("; DCA_{XY} (cm); Purity");
contamination->GetYaxis()->SetRangeUser(0.8,1.05);
contamination->GetXaxis()->SetRangeUser(0,1);
contamination->SetLineColor(1);
contamination->SetLineWidth(2);
contamination->GetYaxis()->SetTitleOffset(1.4);
Double_t dcavalue = 0;
for(Int_t k=0; k<2000; k++){
dcavalue += 0.001;
contamination->SetBinContent(k+1,getPurity(dcavalue,isPhysPrimDCA,isSecondaryDCA));
}
TLine * cut2 = new TLine(0.25,0.8,0.25,1.05);
cut2->SetLineStyle(2);
TCanvas * c2 = new TCanvas("c2","c2",0,0,1000,1000); c2->cd();
contamination->Draw();
PaveText2->Draw("same");
cut2->Draw("same");
legend2->Draw("same");
c1->SaveAs("/Users/sandrobjelogrlic/PhD_Thesis/Figures/Chapter_3/DCADistrib.pdf");
c1->SaveAs("/Users/sandrobjelogrlic/PhD_Thesis/Figures/Chapter_3/DCADistrib.eps");
c1->SaveAs("/Users/sandrobjelogrlic/PhD_Thesis/Figures/Chapter_3/DCADistrib.png");
c1->SaveAs("/Users/sandrobjelogrlic/PhD_Thesis/Figures/Chapter_3/DCADistrib.root");
c2->SaveAs("/Users/sandrobjelogrlic/PhD_Thesis/Figures/Chapter_3/purity.pdf");
c2->SaveAs("/Users/sandrobjelogrlic/PhD_Thesis/Figures/Chapter_3/purity.png");
c2->SaveAs("/Users/sandrobjelogrlic/PhD_Thesis/Figures/Chapter_3/purity.eps");
c2->SaveAs("/Users/sandrobjelogrlic/PhD_Thesis/Figures/Chapter_3/purity.root");
}
void comparisonJetMCData(string plot,int rebin){
string tmp;
string dir="/gpfs/cms/data/2011/Observables/Approval/";
if (isAngularAnalysis){
mcfile=dir+"MC_zjets"+version;
back_w=dir+"MC_wjets"+version;
back_ttbar=dir+"MC_ttbar"+version;
WW=dir+"MC_diW"+version;
ZZ=dir+"MC_siZ"+version;
WZ=dir+"MC_diWZ"+version;
datafile=dir+"DATA"+version;
mcfiletau=dir+"MC_zjetstau"+version;
}
// List of files
TFile *dataf = TFile::Open(datafile.c_str()); //data file
TFile *mcf = TFile::Open(mcfile.c_str()); //MC file
TFile *mcftau = TFile::Open(mcfiletau.c_str()); //MC file
TFile *ttbarf = TFile::Open(back_ttbar.c_str()); //MC background file
TFile *wf = TFile::Open(back_w.c_str());
TFile *qcd23emf = TFile::Open(qcd23em.c_str());
TFile *qcd38emf = TFile::Open(qcd38em.c_str());
TFile *qcd817emf = TFile::Open(qcd817em.c_str());
TFile *qcd23bcf = TFile::Open(qcd23bc.c_str());
TFile *qcd38bcf = TFile::Open(qcd38bc.c_str());
TFile *qcd817bcf = TFile::Open(qcd817bc.c_str());
TFile *WZf = TFile::Open(WZ.c_str());
TFile *ZZf = TFile::Open(ZZ.c_str());
TFile *WWf = TFile::Open(WW.c_str());
// Canvas
if (CanvPlot) delete CanvPlot;
CanvPlot = new TCanvas("CanvPlot","CanvPlot",0,0,800,600);
// Getting, defining ...
dataf->cd("validationJEC");
if (isMu && isAngularAnalysis) dataf->cd("validationJECmu");
TObject * obj;
gDirectory->GetObject(plot.c_str(),obj);
TH1 *data;
TH2F *data2;
TH1D *data3;
THStack *hs = new THStack("hs","Total MC");
int flag=-1;
if ((data = dynamic_cast<TH1F *>(obj)) ){
flag=1;
gROOT->Reset();
gROOT->ForceStyle();
gStyle->SetPadRightMargin(0.03);
gPad->SetLogy(1);
gPad->Modified();
gPad->Update();
}
if ((data2 = dynamic_cast<TH2F *>(obj)) ){
flag=2;
gStyle->SetPalette(1);
gStyle->SetPadRightMargin(0.15);
gPad->Modified();
}
//===================
// Dirty jobs :)
if (flag==1){
CanvPlot->cd();
TPad *pad1 = new TPad("pad1","pad1",0.01,0.33,0.99,0.99);
pad1->Draw();
pad1->cd();
pad1->SetTopMargin(0.1);
pad1->SetBottomMargin(0.01);
pad1->SetRightMargin(0.1);
pad1->SetFillStyle(0);
pad1->SetLogy(1);
TString str=data->GetTitle();
if (str.Contains("jet") && !str.Contains("zMass") && !str.Contains("Num") && !str.Contains("Eta") && !str.Contains("Phi") && !str.Contains("eld") && !str.Contains("meanPtZVsNjet")) {
if (!isAngularAnalysis) rebin=1;
}
//======================
// DATA
Double_t dataint = data->Integral();
data->SetLineColor(kBlack);
data->Rebin(rebin);
if(str.Contains("nJetVtx")) data->GetXaxis()->SetRangeUser(0,10);
if(str.Contains("zMass")) data->GetXaxis()->SetRangeUser(70,110);
data->SetMinimum(1.);
data->Sumw2();
//Canvas style copied from plotsHistsRatio.C
data->SetLabelSize(0.0);
data->GetXaxis()->SetTitleSize(0.00);
data->GetYaxis()->SetLabelSize(0.07);
data->GetYaxis()->SetTitleSize(0.08);
data->GetYaxis()->SetTitleOffset(0.76);
data->SetTitle("");
gStyle->SetOptStat(0);
data->GetYaxis()->SetLabelSize(0.06);
data->GetYaxis()->SetTitleSize(0.06);
data->GetYaxis()->SetTitleOffset(0.8);
data->Draw("E1");
TLegend* legend = new TLegend(0.725,0.27,0.85,0.72);
legend->SetFillColor(0);
legend->SetFillStyle(0);
legend->SetBorderSize(0);
legend->SetTextSize(0.060);
legend->AddEntry(data,"data","p");
// hack to calculate some yields in restricted regions...
int num1=0, num2=0, num3=0, num4=0, num5=0;
if(str.Contains("invMass") && !str.Contains("PF")){
for(int j=1;j<=data->GetNbinsX();j++){
num1 += data->GetBinContent(j); //conto quante Z ci sono tra 60 e 120 GeV
if(j>10&&j<=50) num2 += data->GetBinContent(j); // ... tra 70 e 110
if(j>15&&j<=45) num3 += data->GetBinContent(j); // ... tra 75 e 105
}
cout << "\n";
cout << data->GetNbinsX() <<" Number of bins of the invmass histo\n";
printf("Number of Z in 60-120 %i --- 70-110 %i --- 75-105 %i \n",num1,num2,num3);
cout << "\n";
}
if(str.Contains("zYieldVsjets") && !str.Contains("Vtx")){
for(int j=1;j<=data->GetNbinsX();j++){
num1 += data->GetBinContent(j); //conto quante Z
if(j>1) num2 += data->GetBinContent(j); // ... +1,2,3,4... jets
if(j>2) num3 += data->GetBinContent(j); // ... +2,3,4... jets
if(j>3) num4 += data->GetBinContent(j); // .. if(str=="jet_pT"){
if(j>4) num5 += data->GetBinContent(j); // ... +4... jets
}
cout << "\n";
cout << data->GetNbinsX() <<" Number of bins of the zYieldVsjets histo\n";
printf("Number of Z+n jet %i --- >1 %i --- >2 %i --- >3 %i --- >4 %i \n",num1,num2,num3,num4,num5);
cout << "\n";
}
//======================
// Z + jets signal
mcf->cd("validationJEC");
if (isMu) mcf->cd("validationJECmu/");
if (isAngularAnalysis) {
mcf->cd("validationJEC/");
if (isMu) mcf->cd("validationJECmu/");
}
TH1F* mc;
gDirectory->GetObject(plot.c_str(),mc);
TH1F * hsum;
if(mc){
hsum = (TH1F*) mc->Clone();
hsum->SetTitle("hsum");
hsum->SetName("hsum");
hsum->Reset();
Double_t mcint = mc->Integral();
mc->SetFillColor(kRed);
mc->Sumw2();
if(lumiweights==0) mc->Scale(dataint/mcint);
// Blocco da propagare negli altri MC
if(zNumEvents>0.){
if(lumiweights==1) {
if (WholeStat){
if (lumiPixel) mc->Scale( dataLumi2011pix / (zNumEvents / zjetsXsect));
else mc->Scale( dataLumi2011 / (zNumEvents / zjetsXsect));
}
else{
if (RunA){
if (lumiPixel) mc->Scale( dataLumi2011Apix / (zNumEvents / zjetsXsect));
else mc->Scale( dataLumi2011A / (zNumEvents / zjetsXsect));
}
if (!RunA){
if (lumiPixel) mc->Scale( dataLumi2011Bpix / (zNumEvents / zjetsXsect));
else mc->Scale( dataLumi2011B / (zNumEvents / zjetsXsect));
}
}
}
}
else {
if(lumiweights==1) mc->Scale(zjetsScale);
}
// fin qui
if(lumiweights==1) mc->Scale(1./zwemean); // perche' i Weights non fanno 1...
mc->Rebin(rebin);
if(lumiweights==0) mc->Draw("HISTO SAMES");
hsum->Rebin(rebin);
hsum->Add(mc);
legend->AddEntry(mc,"Z+jets","f");
}
//======================
// ttbar
ttbarf->cd("validationJEC");
if (isMu) ttbarf->cd("validationJECmu/");
if (isAngularAnalysis) {
ttbarf->cd("validationJEC/");
if (isMu) ttbarf->cd("validationJECmu/");
}
TH1F* ttbar;
gDirectory->GetObject(plot.c_str(),ttbar);
if(ttbar){
ttbar->SetFillColor(kBlue);
ttbar->Sumw2();
if(ttNumEvents>0.){
if(lumiweights==1) {
if (WholeStat){
if (lumiPixel) ttbar->Scale( dataLumi2011pix / (ttNumEvents / ttbarXsect));
else ttbar->Scale( dataLumi2011 / (ttNumEvents / ttbarXsect));
}
else{
if (RunA){
if (lumiPixel) ttbar->Scale( dataLumi2011Apix / (ttNumEvents / ttbarXsect));
else ttbar->Scale( dataLumi2011A / (ttNumEvents / ttbarXsect));
}
if (!RunA){
if (lumiPixel) ttbar->Scale( dataLumi2011Bpix / (ttNumEvents / ttbarXsect));
else ttbar->Scale( dataLumi2011B / (ttNumEvents / ttbarXsect));
}
}
}
}
else {
if(lumiweights==1) ttbar->Scale(ttwemean);
}
// fin qui
if(lumiweights==1) ttbar->Scale(1./ttwemean); // perche' i Weights non fanno 1...
ttbar->Rebin(rebin);
if(lumiweights==0) ttbar->Draw("HISTO SAMES");
hsum->Rebin(rebin);
hsum->Add(ttbar);
if(lumiweights==1)legend->AddEntry(ttbar,"ttbar","f");
//////////
//Storing the bckgrounds!
//////////
cout<<str<<endl;
if (isAngularAnalysis){
if(str=="jet_pT") evaluateAndFillBackgrounds(ttbar,"jet_pT");
if(str=="jet_pT2") evaluateAndFillBackgrounds(ttbar,"jet_pT2");
if(str=="jet_pT3") evaluateAndFillBackgrounds(ttbar,"jet_pT3");
if(str=="jet_pT4") evaluateAndFillBackgrounds(ttbar,"jet_pT4");
if(str=="Jet_multi") evaluateAndFillBackgrounds(ttbar,"jet_Multiplicity");
if(str=="jet_eta") evaluateAndFillBackgrounds(ttbar,"jet_eta");
if(str=="jet_eta2") evaluateAndFillBackgrounds(ttbar,"jet_eta2");
if(str=="jet_eta3") evaluateAndFillBackgrounds(ttbar,"jet_eta3");
if(str=="jet_eta4") evaluateAndFillBackgrounds(ttbar,"jet_eta4");
if(str=="HT") evaluateAndFillBackgrounds(ttbar,"HT");
if(str=="HT_1j") evaluateAndFillBackgrounds(ttbar,"HT1");
if(str=="HT_2j") evaluateAndFillBackgrounds(ttbar,"HT2");
if(str=="HT_3j") evaluateAndFillBackgrounds(ttbar,"HT3");
if(str=="HT_4j") evaluateAndFillBackgrounds(ttbar,"HT4");
if(str=="Phi_star") evaluateAndFillBackgrounds(ttbar,"PhiStar");
}
}
//======================
// w+jets
wf->cd("validationJEC");
if (isMu) wf->cd("validationJECmu/");
if (isAngularAnalysis) {
wf->cd("validationJEC/");
if (isMu) wf->cd("validationJECmu/");
}
TH1F* w;
gDirectory->GetObject(plot.c_str(),w);
if(w){
w->SetFillColor(kViolet+2);
w->Sumw2();
if(wNumEvents>0.){
if(lumiweights==1) {
if (WholeStat){
if (lumiPixel) w->Scale( dataLumi2011pix / (wNumEvents / wjetsXsect));
else w->Scale( dataLumi2011 / (wNumEvents / wjetsXsect));
}
else{
if (RunA){
if (lumiPixel) w->Scale( dataLumi2011Apix / (wNumEvents / wjetsXsect));
else w->Scale( dataLumi2011A / (wNumEvents / wjetsXsect));
}
if (!RunA){
if (lumiPixel) w->Scale( dataLumi2011Bpix / (wNumEvents / wjetsXsect));
else w->Scale( dataLumi2011B / (wNumEvents / wjetsXsect));
}
}
}
}
else {
if(lumiweights==1) w->Scale(wwemean);
}
// fin qui
if(lumiweights==1) w->Scale(1./wwemean); // perche' i Weights non fanno 1...
w->Rebin(rebin);
if(lumiweights==0) w->Draw("HISTO SAMES");
hsum->Rebin(rebin);
hsum->Add(w);
if(lumiweights==1)legend->AddEntry(w,"W+jets","f");
}
//======================
// wz+jets
WZf->cd("validationJEC");
if (isMu) WZf->cd("validationJECmu/");
if (isAngularAnalysis) {
WZf->cd("validationJEC/");
if (isMu) WZf->cd("validationJECmu/");
}
TH1F* wz;
gDirectory->GetObject(plot.c_str(),wz);
if(wz){
wz->SetFillColor(kYellow+2);
wz->Sumw2();
if(wzEvents>0.){
if(lumiweights==1) {
if (WholeStat){
if (lumiPixel) wz->Scale( dataLumi2011pix / (wzEvents / WZXsect));
else wz->Scale( dataLumi2011 / (wzEvents / WZXsect));
}
else{
if (RunA){
if (lumiPixel) wz->Scale( dataLumi2011Apix / (wzEvents / WZXsect));
else wz->Scale( dataLumi2011A / (wzEvents / WZXsect));
}
if (!RunA){
if (lumiPixel) wz->Scale( dataLumi2011Bpix / (wzEvents / WZXsect));
else wz->Scale( dataLumi2011B / (wzEvents / WZXsect));
}
}
}
}
else {
if(lumiweights==1) wz->Scale(wzjetsScale);
}
// fin qui
if(lumiweights==1) wz->Scale(1./wzwemean); // perche' i Weights non fanno 1...
wz->Rebin(rebin);
if(lumiweights==0) wz->Draw("HISTO SAMES");
hsum->Rebin(rebin);
hsum->Add(wz);
legend->AddEntry(wz,"WZ+jets","f");
//////////
//Storing the bckgrounds!
//////////
if (isAngularAnalysis){
if(str=="jet_pT") evaluateAndFillBackgrounds(wz,"jet_pT");
if(str=="jet_pT2") evaluateAndFillBackgrounds(wz,"jet_pT2");
if(str=="jet_pT3") evaluateAndFillBackgrounds(wz,"jet_pT3");
if(str=="jet_pT4") evaluateAndFillBackgrounds(wz,"jet_pT4");
if(str=="jet_eta") evaluateAndFillBackgrounds(wz,"jet_eta");
if(str=="jet_eta2") evaluateAndFillBackgrounds(wz,"jet_eta2");
if(str=="jet_eta3") evaluateAndFillBackgrounds(wz,"jet_eta3");
if(str=="jet_eta4") evaluateAndFillBackgrounds(wz,"jet_eta4");
if(str=="Jet_multi") evaluateAndFillBackgrounds(wz,"jet_Multiplicity");
if(str=="HT") evaluateAndFillBackgrounds(wz,"HT");
if(str=="HT_1j") evaluateAndFillBackgrounds(wz,"HT1");
if(str=="HT_2j") evaluateAndFillBackgrounds(wz,"HT2");
if(str=="HT_3j") evaluateAndFillBackgrounds(wz,"HT3");
if(str=="HT_4j") evaluateAndFillBackgrounds(wz,"HT4");
if(str=="Phi_star") evaluateAndFillBackgrounds(wz,"PhiStar");
}
}
//======================
// zz+jets
ZZf->cd("validationJEC");
if (isMu) ZZf->cd("validationJECmu/");
if (isAngularAnalysis) {
ZZf->cd("validationJEC/");
if (isMu) ZZf->cd("validationJECmu/");
}
TH1F* zz;
gDirectory->GetObject(plot.c_str(),zz);
if(zz){
zz->SetFillColor(kOrange+2);
zz->Sumw2();
if(zzEvents>0.){
if(lumiweights==1) {
if (WholeStat){
if (lumiPixel) zz->Scale( dataLumi2011pix / (zzEvents / ZZXsect));
else zz->Scale( dataLumi2011 / (zzEvents / ZZXsect));
}
else{
if (RunA){
if (lumiPixel) zz->Scale( dataLumi2011Apix / (zzEvents / ZZXsect));
else zz->Scale( dataLumi2011A / (zzEvents / ZZXsect));
}
if (!RunA){
if (lumiPixel) zz->Scale( dataLumi2011Bpix / (zzEvents / ZZXsect));
else zz->Scale( dataLumi2011B / (zzEvents / ZZXsect));
}
}
}
}
else {
if(lumiweights==1) zz->Scale(zzjetsScale);
}
// fin qui
if(lumiweights==1) zz->Scale(1./zzwemean); // perche' i Weights non fanno 1...
zz->Rebin(rebin);
if(lumiweights==0) zz->Draw("HISTO SAMES");
hsum->Rebin(rebin);
hsum->Add(zz);
legend->AddEntry(zz,"ZZ+jets","f");
//////////
//Storing the bckgrounds!
//////////
if (isAngularAnalysis){
if(str=="jet_pT") evaluateAndFillBackgrounds(zz,"jet_pT");
if(str=="jet_pT2") evaluateAndFillBackgrounds(zz,"jet_pT2");
if(str=="jet_pT3") evaluateAndFillBackgrounds(zz,"jet_pT3");
if(str=="jet_pT4") evaluateAndFillBackgrounds(zz,"jet_pT4");
if(str=="jet_eta") evaluateAndFillBackgrounds(zz,"jet_eta");
if(str=="jet_eta2") evaluateAndFillBackgrounds(zz,"jet_eta2");
if(str=="jet_eta3") evaluateAndFillBackgrounds(zz,"jet_eta3");
if(str=="jet_eta4") evaluateAndFillBackgrounds(zz,"jet_eta4");
if(str=="Jet_multi") evaluateAndFillBackgrounds(zz,"jet_Multiplicity");
if(str=="HT") evaluateAndFillBackgrounds(zz,"HT");
if(str=="HT_1j") evaluateAndFillBackgrounds(zz,"HT1");
if(str=="HT_2j") evaluateAndFillBackgrounds(zz,"HT2");
if(str=="HT_3j") evaluateAndFillBackgrounds(zz,"HT3");
if(str=="HT_4j") evaluateAndFillBackgrounds(zz,"HT4");
if(str=="Phi_star") evaluateAndFillBackgrounds(zz,"PhiStar");
}
}
//======================
// ww+jets
WWf->cd("validationJEC");
if (isMu) WWf->cd("validationJECmu/");
if (isAngularAnalysis) {
WWf->cd("validationJEC/");
if (isMu) WWf->cd("validationJECmu/");
}
TH1F* ww;
gDirectory->GetObject(plot.c_str(),ww);
if(ww){
ww->SetFillColor(kBlack);
ww->Sumw2();
if(wwEvents>0.){
if(lumiweights==1) {
if (WholeStat){
if (lumiPixel) ww->Scale( dataLumi2011pix / (wwEvents / WWXsect));
else ww->Scale( dataLumi2011 / (wwEvents / WWXsect));
}
else{
if (RunA){
if (lumiPixel) ww->Scale( dataLumi2011Apix / (wwEvents / WWXsect));
else ww->Scale( dataLumi2011A / (wwEvents / WWXsect));
}
if (!RunA){
if (lumiPixel) ww->Scale( dataLumi2011Bpix / (wwEvents / WWXsect));
else ww->Scale( dataLumi2011B / (wwEvents / WWXsect));
}
}
}
}
else {
if(lumiweights==1) ww->Scale(wwjetsScale);
}
// fin qui
if(lumiweights==1) ww->Scale(1./wwwemean); // perche' i Weights non fanno 1...
ww->Rebin(rebin);
if(lumiweights==0) ww->Draw("HISTO SAMES");
hsum->Rebin(rebin);
hsum->Add(ww);
legend->AddEntry(ww,"WW+jets","f");
//////////
//Storing the bckgrounds!
//////////
if (isAngularAnalysis){
if(str=="jet_pT") evaluateAndFillBackgrounds(ww,"jet_pT");
if(str=="jet_pT2") evaluateAndFillBackgrounds(ww,"jet_pT2");
if(str=="jet_pT3") evaluateAndFillBackgrounds(ww,"jet_pT3");
if(str=="jet_pT4") evaluateAndFillBackgrounds(ww,"jet_pT4");
if(str=="jet_eta") evaluateAndFillBackgrounds(ww,"jet_eta");
if(str=="jet_eta2") evaluateAndFillBackgrounds(ww,"jet_eta2");
if(str=="jet_eta3") evaluateAndFillBackgrounds(ww,"jet_eta3");
if(str=="jet_eta4") evaluateAndFillBackgrounds(ww,"jet_eta4");
if(str=="Jet_multi") evaluateAndFillBackgrounds(ww,"jet_Multiplicity");
if(str=="HT") evaluateAndFillBackgrounds(ww,"HT");
if(str=="HT_1j") evaluateAndFillBackgrounds(ww,"HT1");
if(str=="HT_2j") evaluateAndFillBackgrounds(ww,"HT2");
if(str=="HT_3j") evaluateAndFillBackgrounds(ww,"HT3");
if(str=="HT_4j") evaluateAndFillBackgrounds(ww,"HT4");
if(str=="Phi_star") evaluateAndFillBackgrounds(ww,"PhiStar");
}
}
/// Tau
//======================
mcftau->cd("validationJEC");
if (isMu) mcftau->cd("validationJECmu/");
if (isAngularAnalysis) {
mcftau->cd("validationJEC/");
if (isMu) mcftau->cd("validationJECmu/");
}
TH1F* tau;
gDirectory->GetObject(plot.c_str(),tau);
if(tau){
tau->SetFillColor(kGreen);
tau->Sumw2();
if(zNumEvents>0.){
if(lumiweights==1) {
if (WholeStat){
if (lumiPixel) tau->Scale( dataLumi2011pix / (zNumEvents / zjetsXsect));
else tau->Scale( dataLumi2011 / (zNumEvents / zjetsXsect));
}
else{
if (RunA){
if (lumiPixel) tau->Scale( dataLumi2011Apix / (zNumEvents / zjetsXsect));
else tau->Scale( dataLumi2011A / (zNumEvents / zjetsXsect));
}
if (!RunA){
if (lumiPixel) tau->Scale( dataLumi2011Bpix / (zNumEvents / zjetsXsect));
else tau->Scale( dataLumi2011B / (zNumEvents / zjetsXsect));
}
}
}
}
else {
if(lumiweights==1) tau->Scale(zjetsScale);
}
// fin qui
if(lumiweights==1) tau->Scale(1./zwemean); // perche' i Weights non fanno 1...
tau->Rebin(rebin);
if(lumiweights==0) tau->Draw("HISTO SAMES");
hsum->Rebin(rebin);
tau->Scale(1./1000.); //aaaaaaa
hsum->Add(tau);
legend->AddEntry(tau,"#tau#tau+jets","f");
//////////
//Storing the bckgrounds!
//////////
if (isAngularAnalysis){
if(str=="jet_pT") evaluateAndFillBackgrounds(tau,"jet_pT");
if(str=="jet_pT2") evaluateAndFillBackgrounds(tau,"jet_pT2");
if(str=="jet_pT3") evaluateAndFillBackgrounds(tau,"jet_pT3");
if(str=="jet_pT4") evaluateAndFillBackgrounds(tau,"jet_pT4");
if(str=="jet_eta") evaluateAndFillBackgrounds(tau,"jet_eta");
if(str=="jet_eta2") evaluateAndFillBackgrounds(tau,"jet_eta2");
if(str=="jet_eta3") evaluateAndFillBackgrounds(tau,"jet_eta3");
if(str=="jet_eta4") evaluateAndFillBackgrounds(tau,"jet_eta4");
if(str=="Jet_multi") evaluateAndFillBackgrounds(tau,"jet_Multiplicity");
if(str=="HT") evaluateAndFillBackgrounds(tau,"HT");
if(str=="HT_1j") evaluateAndFillBackgrounds(tau,"HT1");
if(str=="HT_2j") evaluateAndFillBackgrounds(tau,"HT2");
if(str=="HT_3j") evaluateAndFillBackgrounds(tau,"HT3");
if(str=="HT_4j") evaluateAndFillBackgrounds(tau,"HT4");
if(str=="Phi_star") evaluateAndFillBackgrounds(tau,"PhiStar");
}
}
/////////
// Print the bkg contributions
////////
for(int j=0;j<bckg_leadingJetPt.size();j++){
cout<<bckg_leadingJetPt[j]<<endl;
}
//======================
// QCD EM enriched
qcd23emf->cd("validationJEC");
TH1F* qcd23emp;
gDirectory->GetObject(plot.c_str(),qcd23emp);
if(qcd23emp){
TH1D * qcdTotEM = (TH1D*) qcd23emp->Clone();
qcdTotEM->SetTitle("qcd em");
qcdTotEM->SetName("qcd em");
qcdTotEM->Reset();
qcdTotEM->Rebin(rebin);
qcd38emf->cd("validationJEC");
TH1F* qcd38emp;
gDirectory->GetObject(plot.c_str(),qcd38emp);
qcd817emf->cd("validationJEC");
TH1F* qcd817emp;
gDirectory->GetObject(plot.c_str(),qcd817emp);
qcd23emp->Rebin(rebin);
qcd23emp->Sumw2();
qcd23emp->Scale(qcd23emScale);
qcd38emp->Rebin(rebin);
qcd38emp->Sumw2();
qcd38emp->Scale(qcd38emScale);
qcd817emp->Rebin(rebin);
qcd817emp->Sumw2();
qcd817emp->Scale(qcd817emScale);
qcdTotEM->SetFillColor(kOrange+1);
qcdTotEM->Add(qcd23emp);
qcdTotEM->Add(qcd38emp);
qcdTotEM->Add(qcd817emp);
hsum->Add(qcdTotEM);
//if(lumiweights==1)legend->AddEntry(qcdTotEM,"QCD em","f");
}
//======================
// QCD bc
qcd23bcf->cd("validationJEC");
TH1F* qcd23bcp;
TH1D * qcdTotBC;
bool qcdbcempty=true;
gDirectory->GetObject(plot.c_str(),qcd23bcp);
if(qcd23bcp){
qcdTotBC = (TH1D*) qcd23bcp->Clone();
qcdTotBC->SetTitle("qcd bc");
qcdTotBC->SetName("qcd bc");
qcdTotBC->Reset();
qcdTotBC->Rebin(rebin);
qcd38bcf->cd("validationJEC");
TH1F* qcd38bcp;
gDirectory->GetObject(plot.c_str(),qcd38bcp);
qcd817bcf->cd("validationJEC");
TH1F* qcd817bcp;
gDirectory->GetObject(plot.c_str(),qcd817bcp);
qcd23bcp->Rebin(rebin);
qcd23bcp->Sumw2();
qcd23bcp->Scale(qcd23bcScale);
qcd38bcp->Rebin(rebin);
qcd38bcp->Sumw2();
qcd38bcp->Scale(qcd38bcScale);
qcd817bcp->Rebin(rebin);
qcd817bcp->Sumw2();
qcd817bcp->Scale(qcd817bcScale);
qcdTotBC->SetFillColor(kGreen+2);
qcdTotBC->Add(qcd23bcp);
qcdTotBC->Add(qcd38bcp);
qcdTotBC->Add(qcd817bcp);
hsum->Add(qcdTotBC);
if (qcdTotBC->GetEntries()>0) qcdbcempty=false;
//if(lumiweights==1)legend->AddEntry(qcdTotBC,"QCD bc","f");
}
//======================
// Add here other backgrounds
//======================
// Stacked Histogram
//if(qcd23em) hs->Add(qcdTotEM);
if(!qcdbcempty) hs->Add(qcdTotBC);
if(w) hs->Add(w);
if (ww) hs->Add(ww);
if(tau) hs->Add(tau); //Z+Jets
if (zz) hs->Add(zz);
if (wz) hs->Add(wz);
if (ttbar) hs->Add(ttbar);
if(mc) hs->Add(mc); //Z+Jets
// per avere le statistiche
if(lumiweights==1) hsum->Draw("HISTO SAME");
//======================
// Setting the stats
//pad1->Update(); // altrimenti non becchi la stat
//TPaveStats *r2;
//if(lumiweights==0) r2 = (TPaveStats*)mc->FindObject("stats");
//if(lumiweights==1) r2 = (TPaveStats*)hsum->FindObject("stats");
//r2->SetY1NDC(0.875); //Uncomment if you wonna add your statistics in the top right corner
//r2->SetY2NDC(0.75);
//r2->SetTextColor(kRed);
if(lumiweights==1) hs->Draw("HISTO SAME");
gPad->RedrawAxis();
data->Draw("E1 SAME");
//r2->Draw(); //here to reactivate the stats
legend->Draw();
TLegend* lumi = new TLegend(0.45,0.3,0.75,0.2);
lumi->SetFillColor(0);
lumi->SetFillStyle(0);
lumi->SetBorderSize(0);
//lumi->AddEntry((TObject*)0,"#int L dt =4.9 1/fb","");
lumi->Draw();
string channel;
if (isMu) channel="Z#rightarrow#mu#mu";
if (!isMu) channel="Z#rightarrow ee";
TLatex *latexLabel=CMSPrel(4.890,channel,0.55,0.85); // make fancy label
latexLabel->Draw("same");
CanvPlot->Update();
//===============//
// RATIO DATA MC //
//===============//
CanvPlot->cd();
TPad *pad2 = new TPad("pad2","pad2",0.01,0.01,0.99,0.32);
pad2->Draw();
pad2->cd();
pad2->SetTopMargin(0.01);
pad2->SetBottomMargin(0.3);
pad2->SetRightMargin(0.1);
pad2->SetFillStyle(0);
TH1D * ratio = (TH1D*) data->Clone();
ratio->SetTitle("");
ratio->SetName("ratio");
ratio->Reset();
ratio->Sumw2();
//data->Sumw2();
hsum->Sumw2(); // FIXME controlla che sia corretto questo...
ratio->SetMarkerSize(.5);
ratio->SetLineColor(kBlack);
ratio->SetMarkerColor(kBlack);
//gStyle->SetOptStat("m");
TH1F* sumMC;
hs->Draw("nostack");
sumMC=(TH1F*) hs->GetHistogram();
cout<<sumMC->GetEntries()<<endl;
ratio->Divide(data,hsum,1.,1.);
ratio->GetYaxis()->SetRangeUser(0.5,1.5);
ratio->SetMarkerSize(0.8);
//pad2->SetTopMargin(1);
//Canvas style copied from plotsHistsRatio.C
ratio->GetYaxis()->SetNdivisions(5);
ratio->GetXaxis()->SetTitleSize(0.14);
ratio->GetXaxis()->SetLabelSize(0.14);
ratio->GetYaxis()->SetLabelSize(0.11);
ratio->GetYaxis()->SetTitleSize(0.11);
ratio->GetYaxis()->SetTitleOffset(0.43);
ratio->GetYaxis()->SetTitle("ratio data/MC");
ratio->Draw("E1");
TLine *OLine = new TLine(ratio->GetXaxis()->GetXmin(),1.,ratio->GetXaxis()->GetXmax(),1.);
OLine->SetLineColor(kBlack);
OLine->SetLineStyle(2);
OLine->Draw();
TLegend* label = new TLegend(0.60,0.9,0.50,0.95);
label->SetFillColor(0);
label->SetFillStyle(0);
label->SetBorderSize(0);
//horrible mess
double binContent = 0;
double binSum = 0;
double weightSum = 0;
double binError = 1;
double totalbins = ratio->GetSize() -2;
for(unsigned int bin=1;bin<=totalbins;bin++){
binContent = ratio->GetBinContent(bin);
binError = ratio->GetBinError(bin);
if(binError!=0){
binSum += binContent/binError;
weightSum += 1./binError;
}
}
double ymean = binSum / weightSum;
//double ymean = ratio->GetMean(2);
stringstream sYmean;
sYmean << ymean;
string labeltext=sYmean.str()+" mean Y";
//label->AddEntry((TObject*)0,labeltext.c_str(),""); // mean on Y
//label->Draw();
//TPaveStats *r3 = (TPaveStats*)ratio->FindObject("stats");
//r3->SetX1NDC(0.01);
//r3->SetX2NDC(0.10);
//r3->SetY1NDC(0.20);
//r3->SetY2NDC(0.50);
//gStyle->SetOptStat("mr");
//r3->SetTextColor(kWhite);
//r3->SetLineColor(kWhite);
//r3->Draw();
CanvPlot->Update();
tmp=plotpath+plot+".png";
CanvPlot->Print(tmp.c_str());
}
else if (flag==2){
//CanvPlot.Divide(2,1);
//CanvPlot.cd(1);
// data
dataf->cd("validationJEC");
if (isMu && isAngularAnalysis) dataf->cd("validationJECmu");
gDirectory->GetObject(plot.c_str(),data2);
data2->Draw("COLZ");
gPad->Update(); // altrimenti non becchi la stat
TPaveStats *r1 = (TPaveStats*)data2->FindObject("stats");
//r1->SetX1NDC(0.70); Uncomment if you wonna draw your stat in the top right corner
//r1->SetX2NDC(0.85);
//r1->Draw();
CanvPlot->Update();
tmp=plotpath+plot+"data.png";
CanvPlot->Print(tmp.c_str());
//CanvPlot.cd(2);
// montecarlo
mcf->cd("validationJEC");
if (isMu) mcf->cd("validationJECmu/");
if (isAngularAnalysis) {
mcf->cd("validationJEC/");
if (isMu) mcf->cd("validationJECmu/");
}
gDirectory->GetObject(plot.c_str(),data2);
data2->SetMinimum(1);
data2->Draw("COLZ");
gPad->Update(); // altrimenti non becchi la stat
//TPaveStats *r2 = (TPaveStats*)data2->FindObject("stats");
//r2->SetX1NDC(0.70);
//r2->SetX2NDC(0.85);
//r2->Draw();
CanvPlot->Update();
tmp=plotpath+plot+"mc.png";
CanvPlot->Print(tmp.c_str());
}
// else { cout << "You're getting an exception! Most likely there's no histogram here... \n"; }
delete data;
delete data2;
delete hs;
//delete CanvPlot;
dataf->Close();
mcf->Close();
ttbarf->Close();
wf->Close();
qcd23emf->Close();
qcd38emf->Close();
qcd817emf->Close();
qcd23bcf->Close();
qcd38bcf->Close();
qcd817bcf->Close();
WZf->Close();
ZZf->Close();
if (isAngularAnalysis){
if (bckg_leadingJetPt.size()>0 && bckg_2leadingJetPt.size()>0 && bckg_3leadingJetPt.size()>0 && bckg_4leadingJetPt.size()>0 && bckg_JetMultiplicity.size()>0 && bckg_HT.size()>0 && bckg_leadingJetEta.size()>0 && bckg_PhiStar.size()>0 && cold){
fzj->cd();
treeBKG_->Fill();
treeBKG_->Write();
TH1F *leadhisto=new TH1F("leadhisto","leading jet background contribution",bckg_leadingJetPt.size(),0,bckg_leadingJetPt.size());
TH1F *leadhisto2=new TH1F("leadhisto2","subleading jet background contribution",bckg_leadingJetPt.size(),0,bckg_leadingJetPt.size());
TH1F *leadhisto3=new TH1F("leadhisto3","subsubleading jet background contribution",bckg_leadingJetPt.size(),0,bckg_leadingJetPt.size());
TH1F *leadhisto4=new TH1F("leadhisto4","subsubsubleading jet background contribution",bckg_leadingJetPt.size(),0,bckg_leadingJetPt.size());
TH1F *multiphisto=new TH1F("multiphisto","jet multiplicity background contribution",bckg_JetMultiplicity.size(),0,bckg_JetMultiplicity.size());
TH1F *HT=new TH1F("HT","HT background contribution",bckg_HT.size(),0,bckg_HT.size());
TH1F *HT1=new TH1F("HT1","HT background contribution when >= 1 jet",bckg_HT1.size(),0,bckg_HT1.size());
TH1F *HT2=new TH1F("HT2","HT background contribution when >= 2 jets",bckg_HT2.size(),0,bckg_HT2.size());
TH1F *HT3=new TH1F("HT3","HT background contribution when >= 3 jets",bckg_HT3.size(),0,bckg_HT3.size());
TH1F *HT4=new TH1F("HT4","HT background contribution when >= 4 jets",bckg_HT4.size(),0,bckg_HT4.size());
TH1F *leadhistoeta=new TH1F("leadhistoeta","leading jet background contribution",bckg_leadingJetEta.size(),0,bckg_leadingJetEta.size());
TH1F *leadhistoeta2=new TH1F("leadhistoeta2","subleading jet background contribution",bckg_leadingJetEta.size(),0,bckg_leadingJetEta.size());
TH1F *leadhistoeta3=new TH1F("leadhistoeta3","subsubleading jet background contribution",bckg_leadingJetEta.size(),0,bckg_leadingJetEta.size());
TH1F *leadhistoeta4=new TH1F("leadhistoeta4","subsubsubleading jet background contribution",bckg_leadingJetEta.size(),0,bckg_leadingJetEta.size());
TH1F *PhiStar=new TH1F("PhiStar","PhiStar background contribution",bckg_PhiStar.size(),0,bckg_PhiStar.size());
for (int i=0; i< bckg_leadingJetPt.size(); i++){
leadhisto->Fill(i,bckg_leadingJetPt[i]);
leadhisto2->Fill(i,bckg_2leadingJetPt[i]);
leadhisto3->Fill(i,bckg_3leadingJetPt[i]);
leadhisto4->Fill(i,bckg_4leadingJetPt[i]);
}
leadhisto->Write();
leadhisto2->Write();
leadhisto3->Write();
leadhisto4->Write();
for (int i=0; i< bckg_leadingJetEta.size(); i++){
leadhistoeta->Fill(i,bckg_leadingJetEta[i]);
leadhistoeta2->Fill(i,bckg_2leadingJetEta[i]);
leadhistoeta3->Fill(i,bckg_3leadingJetEta[i]);
leadhistoeta4->Fill(i,bckg_4leadingJetEta[i]);
}
leadhistoeta->Write();
leadhistoeta2->Write();
leadhistoeta3->Write();
leadhistoeta4->Write();
//fzj->Close();
for (int i=0; i< bckg_JetMultiplicity.size(); i++){
multiphisto->Fill(i,bckg_JetMultiplicity[i]);
}
multiphisto->Write();
///////////////
for (int i=0; i< bckg_HT.size(); i++){
HT->Fill(i,bckg_HT[i]);
}
HT->Write();
for (int i=0; i< bckg_HT1.size(); i++){
HT1->Fill(i,bckg_HT1[i]);
}
HT1->Write();
for (int i=0; i< bckg_HT2.size(); i++){
HT2->Fill(i,bckg_HT2[i]);
}
HT2->Write();
for (int i=0; i< bckg_HT3.size(); i++){
HT3->Fill(i,bckg_HT3[i]);
}
HT3->Write();
for (int i=0; i< bckg_HT4.size(); i++){
HT4->Fill(i,bckg_HT4[i]);
}
HT4->Write();
//Phi star
for (int i=0; i< bckg_PhiStar.size(); i++){
PhiStar->Fill(i,bckg_PhiStar[i]);
}
PhiStar->Write();
cold=false;
}
}
return;
}
void compareDataStackMC(std::string histoName,
std::string inputFile="inputFile.txt", bool update=false,
double xmin=-9999.0, double xmax=-9999.0,int rebin=1)
{
//---------------------------------------------------------------------------
// read in the MC root files
//---------------------------------------------------------------------------
std::string mcName[]= {
"Dimuon Data",
"DY+jets",
"t#bar{t} +jets",
"WW",
"WZ"
};
std::string leptonName="test";
double lumi =5000;
if(inputFile.find("electron")!= std::string::npos) {
leptonName="electron";
lumi = 5200.7;
mcName[0]="DiElectron Data";
}
else if(inputFile.find("muon")!= std::string::npos) {
leptonName="muon";
lumi = 5204.7;
}
cout << "Data luminosity = " << lumi << endl;
std::vector<MCFile> myMCFiles;
std::string dataFile;
FILE *fTable = fopen(inputFile.data(),"r");
int flag=1;
while (flag!=-1) {
// first reading input file
char filename[500];
flag=fscanf(fTable,"%s",filename);
char tmp[1000];
// read in x-section
flag=fscanf(fTable,"%s",tmp);
double cross=atof(tmp);
// read in number of events
flag=fscanf(fTable,"%s",tmp);
double nevt=atof(tmp);
double scale =lumi*cross/nevt;
MCFile tempMCfile;
tempMCfile.filename = filename;
tempMCfile.scaleFactor = scale;
if(flag!=-1 && cross>1e-6)
{
myMCFiles.push_back(tempMCfile);
cout << tempMCfile.filename << "\t" << tempMCfile.scaleFactor << endl;
}
else if(flag!=-1) // is data
{
dataFile = filename;
}
}
const unsigned int nfiles = myMCFiles.size();
cout << "Data file = " << dataFile << endl;
cout << "Reading " << nfiles << " files" << endl;
if(nfiles==0)
{
cout << "There is no file for me to process!" << endl;
return;
}
//-------------------------------------------------------------------------------
// Declaring histograms to be used
//-------------------------------------------------------------------------------
// local histograms
THStack *hs = new THStack(Form("%s_stack",histoName.data()),"");
// for local debugging
TH1D* h_deno[nfiles];
int COLORCODE[]= {
kRed-7,
kRed-10,
kRed-6,
kMagenta-2,
kMagenta-6,
kBlue-7,
kBlue-9
};
cout << "opening " << myMCFiles[0].filename << endl;
TFile *f1 = TFile::Open(myMCFiles[0].filename.data());
TH1D* h_template = (TH1D*)(f1->Get(Form("%s",histoName.data())));
h_template->Reset();
TH1D* h_all = (TH1D*)h_template->Clone(Form("%s_all",histoName.data()));
h_all -> Reset();
TFile *fdata = TFile::Open(dataFile.data());
TH1D* h_data= (TH1D*)(fdata->Get(Form("%s",histoName.data())));
h_data-> SetName(Form("%s_data",histoName.data()));
h_data->Draw();
//-------------------------------------------------------------------------------
// combine
//-------------------------------------------------------------------------------
for(int ifile=nfiles-1; ifile>=0; ifile--) {
cout << "File " << ifile << endl;
TFile *f_temp = TFile::Open(myMCFiles[ifile].filename.data());
cout << "opening " << myMCFiles[ifile].filename << endl;
h_deno[ifile] = (TH1D*)(f_temp->Get(Form("%s",histoName.data())));
h_deno[ifile] -> SetName(Form("h_deno_%d",ifile));
h_deno[ifile] -> SetTitle(f_temp->GetName());
h_deno[ifile] -> Rebin(rebin);
h_deno[ifile] -> SetLineColor(COLORCODE[ifile]);
h_deno[ifile] -> SetFillColor(COLORCODE[ifile]);
h_deno[ifile] -> SetFillStyle(1001);
h_deno[ifile] -> SetMarkerColor(COLORCODE[ifile]);
h_deno[ifile] -> Sumw2();
double weight = myMCFiles[ifile].scaleFactor;
h_deno[ifile] -> Scale(weight);
if(ifile==nfiles-1)
{
h_all -> Rebin(rebin);
h_all -> Sumw2();
}
h_all -> Add(h_deno[ifile]);
hs -> Add(h_deno[ifile]);
// to be used with TEfficiency methods
cout << h_deno[ifile]->GetEntries() << endl;
} // end of loop over files
float x1NDC = 0.620968;
float y1NDC = 0.684322;
float x2NDC = 0.762097;
float y2NDC = 0.898305;
TLegend* leg = new TLegend(x1NDC,y1NDC,x2NDC,y2NDC);
leg->SetFillColor(0);
leg->SetFillStyle(0);
leg->SetTextSize(0.04);
leg->SetBorderSize(0);
leg->AddEntry(h_data,mcName[0].data());
for(int i=0; i < nfiles; i++)
leg->AddEntry(h_deno[i], mcName[i+1].data());
int maxBin = h_data->GetMaximumBin();
double max = h_data->GetMaximum()+h_data->GetBinError(maxBin);
double maxmc = hs->GetMaximum();
if(maxmc>max)max=maxmc;
h_data->SetMaximum(1.1*max);
TCanvas* c1 = new TCanvas("c1",inputFile.data(),0,0,500,500);
h_data->SetMarkerSize(1);
h_data->SetMarkerStyle(24);
h_data->SetTitle("");
h_data->Draw("e");
if(xmin>-9999 && xmax>-9999) {
h_data->GetXaxis()->SetRangeUser(xmin,xmax);
}
cout << "Data integral = " << h_data->Integral() << endl;
hs->Draw("histsame");
h_data->Draw("esame");
leg->Draw("same");
std::string dirName = "compareDataMC_" + leptonName;
gSystem->mkdir(dirName.data());
std::string filename;
std::string psname ;
psname = dirName+ "/overlay_" + histoName;
filename = psname + ".eps";
c1->Print(filename.data());
filename = psname + ".gif";
c1->Print(filename.data());
filename = psname + ".pdf";
c1->Print(filename.data());
// study the ratios
TCanvas* c2 = new TCanvas("c2","",700,0,700,1000);
c2->Divide(1,2,0.01,0);
c2->cd(1);
gPad->SetTopMargin(0.01);
gPad->SetBottomMargin(0);
gPad->SetRightMargin(0.04);
h_data->Draw("e");
if(xmin>-9999 && xmax>-9999) {
h_data->GetXaxis()->SetRangeUser(xmin,xmax);
}
cout << h_data->GetName() << " integral = " << h_data->Integral() << endl;
hs->Draw("histsame");
h_data->Draw("esame");
leg->Draw("same");
c2->cd(2);
gStyle->SetStatW (0.3);
gStyle->SetStatH (0.3);
gStyle->SetStatX (0.879447);
gStyle->SetStatY (0.939033);
gStyle->SetStatFontSize(0.05);
gStyle->SetStatBorderSize(0);
gPad->SetRightMargin(0.04);
gPad->SetTopMargin(0);
gPad->SetBottomMargin(0.2);
gPad->SetTickx();
gStyle->SetOptFit(1);
TH1D* hratio = (TH1D*)h_data->Clone("hratio");
hratio->Reset();
hratio->Divide(h_data,h_all,1.0,1.0);
hratio->SetTitle("");
hratio->SetMaximum(1.5);
hratio->SetMinimum(0.5);
hratio->SetTitleOffset(1.2,"Y");
hratio->GetXaxis()->SetTitle(h_data->GetXaxis()->GetTitle());
hratio->Draw("e1");
cout << "( " << h_data->GetBinContent(maxBin) << "+-" << h_data->GetBinError(maxBin) << " )/("
<< h_all->GetBinContent(maxBin) << "+-" << h_all->GetBinError(maxBin) << ")= "
<< hratio->GetBinContent(maxBin) << "+-" << hratio->GetBinError(maxBin) << endl;
psname = dirName+ "/ratio_" + histoName;
filename = psname + ".eps";
c2->Print(filename.data());
filename = psname + ".gif";
c2->Print(filename.data());
filename = psname + ".pdf";
c2->Print(filename.data());
std::string remword =".txt";
size_t pos = inputFile.find(remword);
if(pos!= std::string::npos)
inputFile.replace(pos,remword.length(),"");
std::string command = "recreate";
if(update)command ="update";
TFile* outFile = new TFile(Form("combined_%s.root",inputFile.data()),command.data());
h_all->Write();
hs->Write();
h_data->Write();
outFile->Close();
}
void sqrtByFill(){
//OPTIONS AND CUTS______________
bool useBlueBeam = true;
bool useYellowBeam = true;
bool randomizeSpin = false;
bool fullEta = true;
double PI = 3.14159265359;
//LOAD LIBS_____________________
cout << "\n";
gROOT->Macro("StRoot/LoadLibs.C");
gSystem->Load("pionPair");
cout << " loading of pionPair library done" << endl;
//______________________________
//SET UP INPUT FILE_____________
TFile* infile = new TFile("/star/u/klandry/ucladisk/2012IFF/schedOut_Full_4_2/allPairs_4_2.root");
string outFileName = "./resultsNew_4_22/pairsFrom4_2ByFill.root";
//______________________________
//SET UP TREE TO RECEIVE INPUT__
pionPair* pair1 = new pionPair();
TTree* pairTree = infile->Get("pionPairTree");
pairTree->SetBranchAddress("pionPair", &pair1);
//______________________________
double histMin = -PI;
double histMax = PI;
const int binNumber = 16;
TH1D * hNumberUp = new TH1D("hNumberUp","hNumberUp",binNumber,histMin,histMax);
TH1D * hNumberDown = new TH1D("hNumberDown","hNumberDown",binNumber,histMin,histMax);
TH1D * hAut = new TH1D("Aut","Aut",binNumber,histMin,histMax);
TH1D* polOfBin[16];
for (int i = 0; i < 16; i++)
{
stringstream ss;
ss << i;
string fullname = "hPolOfBin_phiSRbin_" + ss.str();
cout << fullname << endl;
polOfBin[i] = new TH1D(fullname.c_str(),fullname.c_str(),25,0,1);
}
//BEAM POLARIZATION_____________
ifstream polFile;
polFile.open("/star/u/klandry/ucladisk/2012IFF/BeamPolarization2012.txt");
map<int, double> polarizationOfFill_Y;
map<int, double> polErrOfFill_Y;
map<int, double> polarizationOfFill_B;
map<int, double> polErrOfFill_B;
int fill;
int beamE;
int startT;
string plusminus;
double pAvrgBlue;
double pErrAvrgBlue;
double pInitialBlue;
double pErrInitialBlue;
double dPdTBlue;
double dPdTErrBlue;
double pAvrgYellow;
double pErrAvrgYellow;
double pInitialYellow;
double pErrInitialYellow;
double dPdTYellow;
double dPdTErrYellow;
string header;
for (int i=0; i<19; i++){polFile >> header;}
while (!polFile.eof())
{
polFile >> fill;
polFile >> beamE;
polFile >> startT;
polFile >> pAvrgBlue;
polFile >> plusminus;
polFile >> pErrAvrgBlue;
polFile >> pInitialBlue;
polFile >> plusminus;
polFile >> pErrInitialBlue;
polFile >> dPdTBlue;
polFile >> plusminus;
polFile >> dPdTErrBlue;
polFile >> pAvrgYellow;
polFile >> plusminus;
polFile >> pErrAvrgYellow;
polFile >> pInitialYellow;
polFile >> plusminus;
polFile >> pErrInitialYellow;
polFile >> dPdTYellow;
polFile >> plusminus;
polFile >> dPdTErrYellow;
polarizationOfFill_B[fill] = pAvrgBlue/100.;
polErrOfFill_B[fill] = pErrAvrgBlue/100.;
polarizationOfFill_Y[fill] = pAvrgYellow/100.;
polErrOfFill_Y[fill] = pErrAvrgYellow/100.;
}
double avgPolOfBinUp[binNumber];
double polOfBinSumUp[binNumber];
double avgPerrorOfBinUp[binNumber];
double pErrorOfBinUp[binNumber];
double avgPolOfBinDown[binNumber];
double polOfBinSumDown[binNumber];
double avgPerrorOfBinDown[binNumber];
double pErrorOfBinDown[binNumber];
for (int i=0; i<binNumber; i++)
{
avgPolOfBinUp[i] = 0;
polOfBinSumUp[i] = 0;
avgPerrorOfBinUp[i] = 0;
pErrorOfBinUp[i] = 0;
avgPolOfBinDown[i] = 0;
polOfBinSumDown[i] = 0;
avgPerrorOfBinDown[i] = 0;
pErrorOfBinDown[i] = 0;
}
//CUTS__________________________
double lowLimitPt = ptBinStart[0];
double hiLimitPt = ptBinEnd[4];
double lowLimitEta = etaBinStart[3]; //set up do only do eta bin 3
double hiLimitEta = etaBinEnd[3];
double lowLimitMass = massBinStart[0];
double hiLimitMass = massBinEnd[4];
//______________________________
// ======================================================================
//============================================================================
//START ANALYSIS==============================================================
//============================================================================
// ======================================================================
//*
cout << "\n";
cout << "<----STARTING ANALYSIS---->" << endl;
cout << "\n";
cout << pairTree->GetEntries() << " pairs to analyze" << endl;
int blueFillNo;
int yellowFillNo;
int phiSRbin;
vector<double> fillAsyms;
vector<double> fillAsymsE;
vector<double> fillVec;
TLorentzVector sum;
TLorentzVector sumY;
TLorentzVector sumB;
//random number for randomizing spin.
//set seed to zero to gaurenty unique numbers each time.
TRandom3 r;
r.SetSeed(0);
int rand5 = 0;
int rand6 = 0;
int rand9 = 0;
int rand10 = 0;
int totalPairsFinal = 0;
int blueD = 0;
int blueU = 0;
int yellowD = 0;
int yellowU = 0;
int pionStarNumber = 0;
int runsProcessed = 0;
double currentFillNo = 0;
double currentRunNo = 0;
for (int iPair = pionStarNumber; iPair < pairTree->GetEntries(); iPair++)
{
if (iPair%10000 == 0) {cout << "processing pair number " << iPair << endl;}
//if (iPair == pionStarNumber+300000){break;}
pairTree->GetEntry(iPair);
//if (runsProcessed > 4){break;}
if (pair1->runInfo().beamFillNumber(1) != currentFillNo && currentFillNo != 0 && currentFillNo != 16427)
//if (pair1->runInfo().runId() != currentRunNo && currentRunNo != 0)
{
runsProcessed++;
cout << "runsProcessed " << runsProcessed << endl;
double* asym = new double();
double* asymE = new double();
calcAsyms(hAut, hNumberUp, hNumberDown, polOfBin, asym, asymE);
fillAsyms.push_back(*asym);
fillAsymsE.push_back(*asymE);
fillVec.push_back(runsProcessed);
hNumberUp->Reset();
hNumberDown->Reset();
hAut->Reset();
for (int i=0; i<binNumber; i++)
{
polOfBin[i]->Reset();
}
}
else if (currentRunNo == 16427)
{
//fillAsyms.push_back(*asym);
//fillAsymsE.push_back(*asymE);
//fillVec.push_back(runsProcessed);
hNumberUp->Reset();
hNumberDown->Reset();
hAut->Reset();
for (int i=0; i<binNumber; i++)
{
polOfBin[i]->Reset();
}
}
currentRunNo = pair1->runInfo().runId();
currentFillNo = pair1->runInfo().beamFillNumber(1);
if (pair1->withinRadius(0.05, 0.3))
{
bool triggerFired = false;
bool fromKaon = false;
bool passInitialCut_B = false;
bool passInitialCut_Y = false;
bool passDCAcut = false;
StTriggerId trigId = pair1->triggerIds();
//JP0,JP1,JP2,AJP
if (trigId.isTrigger(370601) || trigId.isTrigger(370611) || trigId.isTrigger(370621) || trigId.isTrigger(370641))
{
triggerFired = true;
}
//BHT0VPD,BHT1VPD,BHT2BBC,BHT2
if (trigId.isTrigger(370501) || trigId.isTrigger(370511) || trigId.isTrigger(370522) || trigId.isTrigger(370531))
{
triggerFired = true;
}
if (triggerFired)
{
blueFillNo = pair1->runInfo().beamFillNumber(1); //1 = blue beam
yellowFillNo = pair1->runInfo().beamFillNumber(0); //0 = yellow beam
sum = pair1->piPlusLV() + pair1->piMinusLV();
sumB = sum; //blue beam.
//yellow beam must rotate around y axis by pi so the eta cut can be the same for both beams.
sumY = sum;
sumY.RotateY(PI);
if (sumB.Pt() >= lowLimitPt && sumB.Pt() <= hiLimitPt && sumB.M() >= lowLimitMass && sumB.M() <= hiLimitMass && sumB.Eta() >= lowLimitEta && sumB.Eta() <= hiLimitEta)
{
passInitialCut_B = true;
}
if (sumY.Pt() >= lowLimitPt && sumY.Pt() <= hiLimitPt && sumY.M() >= lowLimitMass && sumY.M() <= hiLimitMass && sumY.Eta() >= lowLimitEta && sumY.Eta() <= hiLimitEta)
{
passInitialCut_Y = true;
}
if (passInitialCut_B && useBlueBeam)
{
//BLUE BEAM SPIN UP: spin bin 9 and 10
if (pair1->spinBit() == 9 || pair1->spinBit() == 10)
{
hNumberUp->Fill(pair1->phiSR('b'));
phiSRbin = hNumberUp->FindBin(pair1->phiSR('b'));
polOfBin[phiSRbin-1]->Fill(polarizationOfFill_B[blueFillNo]);
/*if (iPair > 39000)
{
cout << "polarization = " << polarizationOfFill_B[blueFillNo] << " " << blueFillNo << endl;
}*/
}
//BLUE BEAM SPIN DOWN: spin bin 5 and 6
if (pair1->spinBit() == 5 || pair1->spinBit() == 6)
{
hNumberDown->Fill(pair1->phiSR('b'));
phiSRbin = hNumberDown->FindBin(pair1->phiSR('b'));
polOfBin[phiSRbin-1]->Fill(polarizationOfFill_B[blueFillNo]);
}
}//done with blue beam
if (passInitialCut_Y && useYellowBeam)
{
//YELLOW BEAM SPIN UP: spin bin 6 and 10
if (pair1->spinBit() == 6 || pair1->spinBit() == 10)
{
hNumberUp->Fill(pair1->phiSR('y'));
phiSRbin = hNumberUp->FindBin(pair1->phiSR('y'));
polOfBin[phiSRbin-1]->Fill(polarizationOfFill_Y[yellowFillNo]);
}
//YELLOW BEAM SPIN DOWN: spin bit 5 and 9
if (pair1->spinBit() == 5 || pair1->spinBit() == 9)
{
hNumberDown->Fill(pair1->phiSR('y'));
phiSRbin = hNumberDown->FindBin(pair1->phiSR('y'));
polOfBin[phiSRbin-1]->Fill(polarizationOfFill_Y[yellowFillNo]);
}
}//done with yellow beam
}//end trigger check
}//end radius check
}//end pion tree loop
cout << "out of tree loop" << endl;
cout << fillAsyms.size() << endl;
TGraphErrors* gAsymVsFill = new TGraphErrors(fillAsyms.size(), &fillVec[0], &fillAsyms[0], 0, &fillAsymsE[0]);
gAsymVsFill->Draw("AP");
TFile* outFile = new TFile(outFileName.c_str(),"recreate");
gAsymVsFill->Write();
}
void drawSpecClosure(
// HI
TString infname="histff_tv12hydjuq80repass_j4_j2t2_et90_0601Closure_c0to12_a0to100.root"
// pp
//TString infname="histff_tv11_dj80mattpfgmv1_ak3pf_j2t2_an0509trk5.root"
)
{
TFile * inf = new TFile(infname);
TString outdir = "out/20110601";
gSystem->mkdir(outdir,true);
TString outname = infname;
outname.ReplaceAll(".root","");
Bool_t doRebin = false;
// Histograms
TH1D * hSpec_ref = (TH1D*)inf->FindObjectAny("hGenSpecCorr0");
cout << hSpec_ref << " " << hSpec_ref->GetName() << " " << hSpec_ref->GetEntries() << endl;
TH1D * hSpec_corr[3], *hSpec_rat[3];
for (Int_t lv=0; lv<3; ++lv) {
hSpec_corr[lv] = (TH1D*)inf->FindObjectAny(Form("hRecSpecCorr%d",lv));
cout << hSpec_corr[lv] << " " << hSpec_corr[lv]->GetName() << " " << hSpec_corr[lv]->GetEntries() << endl;
}
// styles
hSpec_ref->SetLineColor(kRed);
hSpec_corr[0]->SetMarkerStyle(kOpenSquare);
// rebin
if (doRebin) {
for (Int_t lv=0; lv<3; ++lv) {
hSpec_corr[lv]->Rebin(2);
hSpec_corr[lv]->Scale(0.5);
}
hSpec_ref->Rebin(2);
hSpec_ref->Scale(0.5);
}
// ratio
for (Int_t lv=0; lv<3; ++lv) {
hSpec_rat[lv] = (TH1D*)hSpec_corr[lv]->Clone(Form("%s_rat",hSpec_corr[lv]->GetName()));
hSpec_rat[lv]->Divide(hSpec_ref);
}
// draw
TCanvas * c2 = new TCanvas("c2","c2",500,900);
TH1D * hFrame = (TH1D*)hSpec_ref->Clone("hFrame");
hFrame->Reset();
hFrame->SetTitle(";Trk p_{T};dN/dp_{T}");
hFrame->SetAxisRange(10,100,"X");
hFrame->SetAxisRange(2e-5,5e1,"Y");
handsomeTH1(hFrame);
c2->Divide(1,2);
c2->cd(1);
gPad->SetLogy();
hFrame->Draw("p");
hSpec_ref->Draw("same hist");
hSpec_corr[0]->Draw("sameE");
hSpec_corr[2]->Draw("sameE");
c2->cd(2);
hSpec_rat[0]->SetTitle(";Trk p_{T};ratio");
hSpec_rat[0]->SetAxisRange(10,100,"X");
hSpec_rat[0]->SetAxisRange(0,2,"Y");
handsomeTH1(hSpec_rat[0]);
hSpec_rat[0]->Draw("E");
hSpec_rat[2]->Draw("sameE");
TLine * l = new TLine(10,1,120,1);
l->SetLineStyle(2);
l->Draw();
c2->cd(1);
TLegend *leg = new TLegend(0.52,0.65,0.91,0.91);
leg->SetFillStyle(0);
leg->SetBorderSize(0);
leg->SetTextSize(0.035);
leg->AddEntry(hSpec_ref,"PYTHIA+HYDJET 0-30%","");
leg->AddEntry(hSpec_ref,"hiGoodTight","");
leg->AddEntry(hSpec_ref,"Trk |#eta|<1","");
leg->AddEntry(hSpec_ref,"Gen. Charged","l");
leg->AddEntry(hSpec_corr[0],"Raw Reco","p");
leg->AddEntry(hSpec_corr[2],"Corrected Reco","p");
leg->Draw();
c2->Print(outdir+"/Spectra_closure_"+outname+".gif");
}
void compareDressed_darko(std::string mcfilePostfix,
std::string var1="h_ystar",
float xmin=-9999, float xmax=-9999,
float ymin=0.8, float ymax=1.1,
bool logScale=false
)
{
setTDRStyle();
gStyle->SetOptStat(0);
TH1D* h_numr;
TH1D* h_deno;
TH1D* h_both;
char tempName[300];
std::string mcfile_numr = "bare_exclusive1Jet_zPt40_" + mcfilePostfix;
std::string mcfile_deno = "dressed_exclusive1Jet_zPt40_" + mcfilePostfix;
std::string mcfile_both = "both_exclusive1Jet_zPt40_" + mcfilePostfix;
std::string mcName_numr="Bare";
std::string mcName_deno="Dressed";
std::string header;
std::string output;
if(mcfile_numr.find("madgraph")!=std::string::npos)
{
header="Madgraph";
output="madgraph";
}
else if(mcfile_numr.find("sherpa")!=std::string::npos)
{
header="Sherpa";
output="sherpa";
}
if(mcfile_numr.find("electron")!=std::string::npos)
{
header+= " e";
output+= "E";
}
else if(mcfile_numr.find("muon")!=std::string::npos)
{
header+= " #mu";
output+= "Mu";
}
// first get the histogram files
TFile *fmc1 = TFile::Open(mcfile_numr.data());
cout << "Reading file 1: " << fmc1->GetName() << endl;
TFile *fmc2 = TFile::Open(mcfile_deno.data());
cout << "Reading file 2: " << fmc2->GetName() << endl;
TFile *fmc3 = TFile::Open(mcfile_both.data());
cout << "Reading file 3: " << fmc3->GetName() << endl;
h_numr = (TH1D*)(fmc1->FindObjectAny(var1.data()));
h_deno = (TH1D*)(fmc2->FindObjectAny(var1.data()));
h_both = (TH1D*)(fmc3->FindObjectAny(var1.data()));
TH1D* hratio =(TH1D*) h_numr->Clone("hratio");
hratio->SetYTitle(Form("%s/%s",mcName_numr.data(),mcName_deno.data()));
hratio->SetLineColor(1);
hratio->SetMarkerColor(1);
h_numr->GetXaxis()->SetNdivisions(5);
h_numr->GetYaxis()->SetDecimals();
h_numr->SetTitleOffset(1.2,"Y");
h_deno->GetXaxis()->SetNdivisions(5);
h_deno->GetYaxis()->SetDecimals();
h_deno->SetTitleOffset(1.2,"Y");
hratio->GetXaxis()->SetNdivisions(5);
hratio->GetYaxis()->SetDecimals();
h_numr->SetLineColor(2);
h_numr->SetMarkerColor(2);
h_numr->SetMarkerSize(1);
h_numr->SetMarkerStyle(24);
h_deno->SetLineColor(4);
h_deno->SetMarkerColor(4);
h_deno->SetMarkerSize(1);
h_deno->SetMarkerStyle(21);
// if normalizing to the same area, set the scale
int binLo = -1;
int binHi = -1;
int nbins = h_numr->GetNbinsX();
if(xmin>-9999.0 && xmax>-9999.0)
{
binLo = h_numr->FindBin(xmin);
binHi = h_numr->FindBin(xmax)-1;
}
else
{
binLo = 1;
binHi = nbins;
xmin = h_numr->GetBinLowEdge(1);
xmax = h_numr->GetBinLowEdge(nbins+1);
}
cout << "h_numr integral = " << h_numr->Integral() << endl;;
cout << "h_deno integral = " << h_deno->Integral() << endl;
float area_h_deno = h_deno->Integral(binLo, binHi);
h_numr->Sumw2();
h_numr->Scale(1.0/area_h_deno);
h_deno->Sumw2();
h_deno->Scale(1.0/area_h_deno);
h_both->Sumw2();
h_both->Scale(1.0/area_h_deno);
// now use formulas similar to Darko's for error calculation
hratio->Reset();
for(int i=1; i<=hratio->GetNbinsX();i++){
double n_n = h_numr->GetBinContent(i);
double n_d = h_deno->GetBinContent(i);
if(n_d<1e-6)continue;
double diff = n_n-n_d;
double err_n = h_numr->GetBinError(i);
double err_d = h_deno->GetBinError(i);
double err_b = h_both->GetBinError(i);
double err_y = sqrt(err_n*err_n - err_b*err_b);
double err_z = sqrt(err_d*err_d - err_b*err_b);
double value = n_n/n_d;
double variance =
err_b*err_b*diff*diff/n_d/n_d +
err_y*err_y +
err_z*err_z*value*value;
variance /= (n_d*n_d);
if(variance < 0){cout << "bin " << i << " has an error in variance" << endl; continue;}
variance = sqrt(variance);
hratio->SetBinContent(i, value);
hratio->SetBinError(i, variance);
}
for(int i=1;i<=hratio->GetNbinsX();i++)
cout << "Bin " << i << " ( " << hratio->GetBinLowEdge(i) << "~" << hratio->GetBinLowEdge(i+1) << " ): "
<< h_numr->GetBinContent(i) << "/" << h_deno->GetBinContent(i) << " = "
<< hratio->GetBinContent(i) << " +- " << hratio->GetBinError(i) << endl;
h_numr->GetXaxis()->SetRangeUser(xmin,xmax);
h_deno->GetXaxis()->SetRangeUser(xmin,xmax);
hratio->GetXaxis()->SetRangeUser(xmin,xmax);
TCanvas* c1 = new TCanvas("c1","",700,1000);
c1->Divide(1,2,0.01,0);
c1->cd(1);
if(logScale)
gPad->SetLogy(1);
gPad->SetTopMargin(0.01);
gPad->SetBottomMargin(0);
gPad->SetRightMargin(0.04);
float max_data = h_numr->GetBinError(h_numr->GetMaximumBin()) + h_numr->GetMaximum();
float max_mc = h_deno->GetBinError(h_deno->GetMaximumBin()) + h_deno->GetMaximum();
if(max_data > max_mc)
{
h_numr->Draw("e");
h_deno->Draw("hesame");
}
else
{ h_deno->Draw("he");
h_numr->Draw("esame");
}
float x1NDC = 0.7;
float y1NDC = 0.620;
float x2NDC = 0.9;
float y2NDC = 0.956;
TLegend* leg = new TLegend(x1NDC,y1NDC,x2NDC,y2NDC);
leg->SetHeader(header.data());
leg->SetFillColor(0);
leg->SetFillStyle(0);
leg->SetTextSize(0.06);
leg->SetBorderSize(0);
leg->AddEntry(h_numr, mcName_numr.data());
leg->AddEntry(h_deno, mcName_deno.data());
leg->Draw("same");
c1->cd(2);
gStyle->SetStatW (0.3);
gStyle->SetStatH (0.3);
gStyle->SetStatX (0.879447);
gStyle->SetStatY (0.939033);
gStyle->SetStatFontSize(0.05);
gStyle->SetStatBorderSize(0);
gPad->SetRightMargin(0.04);
gPad->SetTopMargin(0);
gPad->SetBottomMargin(0.2);
gPad->SetTickx();
gStyle->SetOptFit(1);
hratio->SetTitle("");
hratio->SetMaximum(ymax);
hratio->SetMinimum(ymin);
hratio->SetTitleOffset(1.2,"Y");
hratio->Draw("e1");
TF1* fline = new TF1("fline","pol0");
TLine* l2 = new TLine(xmin,1.,xmax,1.);
l2->SetLineColor(4);
l2->SetLineStyle(3);
fline->SetLineWidth(3);
fline->SetLineColor(kMagenta);
fline->SetNpx(2500);
if(var1.find("ystar")!=std::string::npos)
hratio->Fit("fline","","",0,2.0);
else if(var1.find("jety")!=std::string::npos)
hratio->Fit("fline","","",0,2.4);
else if(var1.find("mZ")== std::string::npos &&
var1.find("zpt")== std::string::npos &&
var1.find("jetpt")== std::string::npos)
hratio->Fit("fline","","",0,2.2);
l2->Draw("same");
string dirName = "compareDressed";
gSystem->mkdir(dirName.data());
std::string filename;
std::string remword ="h_";
std::string remword2 ="h";
size_t pos = var1.find(remword);
if(pos!= std::string::npos)
var1.replace(pos,remword2.length(),"");
std::string psname = dirName + "/" + var1;
if(output !="test")
psname = dirName+ "/" + output + var1;
else
psname = dirName+ "/" + var1;
filename = psname + ".eps";
c1->Print(filename.data());
filename = psname + ".gif";
c1->Print(filename.data());
filename = psname + ".pdf";
c1->Print(filename.data());
// c1->Close();
}
void photonTemplateProducer(int cutOpt=3, int ppHI = kHI, int isoChoice = kSumIso, int isoCut = -100, bool onlygjEvents=false, float specialSbCut=10, float mcSigShift=0, float sbBkgShift=0) {
CutAndBinCollection cab;
cab.setCuts(cutOpt);
int nPtBin = cab.getNPtBin();
vector<double> ptBinVector = cab.getPtBin();
double ptBin[100];
for ( int i = 0 ; i<=nPtBin ;i++) {
ptBin[i] = ptBinVector[i];
}
int nCentBin = cab.getNCentBin();
vector<double> centBinVector = cab.getCentBin();
double centBin[100];
for ( int i = 0 ; i<=nCentBin ;i++) {
centBin[i] = centBinVector[i];
}
TString pphiLabel = "";
if ( ppHI == kPP) pphiLabel = "pp";
TCanvas* c1[5];
TH1D* hData[5][5];
TH1D* hSig[5][5];
TH1D* hBkg[5][5];
// TH1D* hDatapp[5];
// TH1D* hSigpp[5];
// TH1D* hBkgpp[5];
TH1D* hBkgMCsr[5][5];
TH1D* hBkgMCsb[5][5];
TH1D* rawSpectra[5];
TH1D* finSpectra[5];
TH2D* hPurity2D = new TH2D("hPurity2D",";pT(GeV);Centrality bin",nPtBin,ptBin,nCentBin,centBin);
int nCent(-1);
if ( ppHI == kHI ) nCent = nCentBin;
if ( ppHI == kPP ) nCent = 1;
for ( int icent = 1 ; icent<=nCent ; icent++) {
rawSpectra[icent] = new TH1D(Form("rawSpec_icent%d_%s",icent,getIsoLabel(isoChoice).Data()),"",nPtBin,ptBin);
}
for (int ipt = 1; ipt <= nPtBin ; ipt++) {
c1[ipt] = new TCanvas(Form("c1_ipt%d",ipt),"",700,700);
if ( ppHI == kHI ) makeMultiPanelCanvas(c1[ipt],nCent/2,2,0.0,0.0,0.2,0.15,0.02);
TCut ptCut = Form("corrPt>%.2f && corrPt<%.2f",(float)ptBin[ipt-1],(float)ptBin[ipt]);
for ( int icent = 1 ; icent<=nCent ; icent++) {
int lowCent = centBinVector[icent-1];
int highCent = centBinVector[icent]-1;
hData[icent][ipt] = new TH1D(Form("hData_cent%d_pt%d",icent,ipt),";shower shape (#sigma_{#eta#eta});Entries per photon candidate;",25,0,0.025);
hSig[icent][ipt] = (TH1D*)hData[icent][ipt]->Clone(Form("hSig_cent%d_pt%d",icent,ipt));
hBkg[icent][ipt] = (TH1D*)hData[icent][ipt]->Clone(Form("hBkg_cent%d_pt%d",icent,ipt));
hBkgMCsr[icent][ipt] = (TH1D*)hData[icent][ipt]->Clone(Form("hBkgMCsr_cent%d_pt%d",icent,ipt));
hBkgMCsb[icent][ipt] =(TH1D*)hData[icent][ipt]->Clone(Form("hBkgMCsb_cent%d_pt%d",icent,ipt));
TString fNamedata = fNameHIdata;
if ( ppHI == kPP ) fNamedata = fNamePPdata;
getTemplate(ppHI, hSig[icent][ipt],"meaningless",isoChoice,isoCut, kSig,lowCent,highCent,ptCut,onlygjEvents,specialSbCut,mcSigShift);
getTemplate(ppHI, hData[icent][ipt],fNamedata ,isoChoice,isoCut, kData,lowCent,highCent,ptCut,onlygjEvents,specialSbCut);
if ( ppHI == kHI) {
getTemplate(ppHI, hBkg[icent][ipt], fNamedata ,isoChoice,isoCut, kSBB,lowCent,highCent,ptCut,onlygjEvents,specialSbCut,sbBkgShift);
}
if ( ppHI == kPP)
getTemplate(ppHI, hBkg[icent][ipt], fNamedata ,isoChoice,isoCut, kSBBpp,lowCent,highCent,ptCut,onlygjEvents,specialSbCut);
}
for ( int icent = 1 ; icent<=nCent ; icent++) {
int lowerCent = centBinVector[icent-1];
int upperCent =centBinVector[icent]-1;
c1[ipt]->cd(nCent - icent+1);
fitResult fitr = doFit ( hSig[icent][ipt], hBkg[icent][ipt], hData[icent][ipt], 0.005,0.025);
if ( icent== nCent) drawPatch(0,0,0.05,0.14,0,1001, "ndc");
cout << " shift = " << mcSigShift << endl;
cout << " purity = " << fitr.purity010 << endl;
if ( ptBin[ipt]> 200)
drawText(Form(" E_{T}^{#gamma} > %d GeV", (int)ptBin[ipt-1]),0.5680963,0.529118);
else
drawText(Form("%d - %d GeV", (int)ptBin[ipt-1], (int)ptBin[ipt]),0.5680963,0.529118);
if ( ppHI == kHI) {
drawText(Form("%.0f%% - %.0f%%", float((float)lowerCent*2.5), float((float)(upperCent+1)*2.5)),0.5680963,0.4369118);
}
else if ( ppHI == kPP) {
drawText("7TeV pp",0.5680963,0.4369118);
}
if ( (icent == nCent) || (icent == 2))
drawText(Form("Purity(#sigma_{#eta#eta} < 0.01) : %.0f%%", (float)fitr.purity010*100),0.5680963,0.3569118,1,15);
else
drawText(Form("Purity(#sigma_{#eta#eta} < 0.01) : %.0f%%", (float)fitr.purity010*100),0.4980963,0.3569118,1,15);
drawText(Form("#pm %.0f%% (stat)", float( 100. * fitr.purity010 * (float)fitr.nSigErr / (float)fitr.nSig ) ),0.6680963,0.2869118,1,15);
hPurity2D->SetBinContent(ipt,icent,fitr.purity010);
hPurity2D->SetBinError (ipt,icent,fitr.purity010* fitr.nSigErr/fitr.nSig);
rawSpectra[icent]->SetBinContent( ipt, fitr.nSig);
rawSpectra[icent]->SetBinError( ipt,fitr.nSigErr);
TString aa = "";
if (isoChoice == kSumIso) aa = "Sum Iso Method";
if (isoChoice == k3dIso) aa = "3d Cut Method";
if (isoChoice == kFisher) aa = "Fisher Method";
if ( (ppHI == kHI) && ( icent==nCent -1) )
drawText(aa.Data(),0.1980963,0.8569118,1,20);
else if ( ppHI == kPP)
drawText(aa.Data(),0.1980963,0.8569118,1,20);
if ( icent<= 2) drawPatch(0,0,0.05,0.14,0,1001, ndcOpt);
// drawPatch(0.9,0.05,1.01,0.14,0,1001,ndcOpt);
if ( (ppHI == kPP) && ( mcSigShift != 0 ))
drawText(Form("Signal template shifted by %f",mcSigShift),0.1980963,0.7569118,1,15);
if ( (ppHI == kHI) && ( mcSigShift != 0 ) && (icent==3))
drawText(Form("Signal template shifted by %f",mcSigShift),0.1980963,0.7569118,1,15);
}
TString ppLabel ="";
if ( ppHI == kPP) ppLabel = "_pp";
TString shiftLabel="";
if ( mcSigShift != 0 ) shiftLabel = Form("_%fSigShifted",(float)mcSigShift);
c1[ipt]->SaveAs(Form("fittingPurity%s_%s_pt%d%s.pdf",ppLabel.Data(), getIsoLabel(isoChoice).Data(),ipt,shiftLabel.Data()));
}
// efficiency plots
TCanvas* c2 = new TCanvas("c2","",700,700); //100 + nCent_std*300,400);
if ( ppHI == kHI) makeMultiPanelCanvas(c2,nCent/2,2,0.0,0.0,0.2,0.15,0.02);
TH1D* heff[7][5];
TH1D* heffGj[5];
TH1D* heffDphi[5];
TH1D* effSingleBin = new TH1D("effSingleBin","",1,60,100000);
TGraphAsymmErrors* geff[7][5];
TGraphAsymmErrors* gSingleBin = new TGraphAsymmErrors();
TGraphAsymmErrors* geffGj[5];
TGraphAsymmErrors* geffDphi[5];
for (int icent = 1; icent <=nCent; icent++) {
for ( int iid=1 ; iid<=5; iid++) {
heff[icent][iid] = new TH1D(Form("heff_icent%d_id%d",icent,iid),";photon E_{T} (GeV);Efficiency",nPtBin, ptBin);
if ( isoChoice == kSumIso2)
heff[icent][iid]->SetName(Form("heff_icent%d_id%d_isoCut%d",icent,iid,(int)isoCut));
if ( isoChoice == kSumIso3)
heff[icent][iid]->SetName(Form("heff_icent%d_id%d_sbIsoCut%d",icent,iid,(int)specialSbCut));
geff[icent][iid] = new TGraphAsymmErrors();
geff[icent][iid]->SetName(Form("geff_%s",heff[icent][iid]->GetName()));
}
heffGj[icent] = new TH1D(Form("heff_icent%d_Gj", icent),";x_J#gamma;Efficiency",10,0,2);
heffDphi[icent] = new TH1D(Form("heff_icent%d_Dphi",icent),";#Delta#phi of pair;Efficiency",9,0.3141592,3.141592);
geffGj[icent] = new TGraphAsymmErrors();
geffDphi[icent] = new TGraphAsymmErrors();
}
TCut srIsoCut = getIsoCut(isoChoice,isoCut);
int nId=4;
for (int icent = 1; icent <=nCent ; icent++) {
int lowCent = centBinVector[icent-1];
int highCent = centBinVector[icent]-1;
TCut centCut = Form("yEvt.hiBin >= %d && yEvt.hiBin<= %d",lowCent,highCent);
if ( ppHI == kPP ) centCut = "";
getEff("genMatchedPt",heff[icent][1],geff[icent][1],centCut, "swissCrx<0.90 && seedTime<4");
getEff("genMatchedPt",heff[icent][2],geff[icent][2],centCut, "swissCrx<0.90 && seedTime<4 && hadronicOverEm<0.1");
getEff("genMatchedPt",heff[icent][3],geff[icent][3],centCut, "swissCrx<0.90 && seedTime<4 && hadronicOverEm<0.1" && srIsoCut);
getEff("genMatchedPt",heff[icent][4],geff[icent][4],centCut, "swissCrx<0.90 && seedTime<4 && hadronicOverEm<0.1 && sigmaIetaIeta<0.010"&& srIsoCut);
effSingleBin->Reset();
getEff("genMatchedPt",effSingleBin, gSingleBin, centCut, "swissCrx<0.90 && seedTime<4 && hadronicOverEm<0.1" && srIsoCut);
cout << " here Gj" << endl;
getEff("yJet.jtpt/photonEt",heffGj[icent],geffGj[icent], centCut && " genIso<5 && abs(genMomId)<=22 && photonEt>60 && abs(yJet.jteta)<2 && yJet.jtpt>30 && acos(cos(photonPhi-yJet.jtphi))>2.749", "hovere<0.1 && sigmaIetaIeta<0.010 && (cc4+cr4+ct4PtCut20)/0.9<1",true);
getEff("acos(cos(photonPhi-yJet.jtphi))",heffDphi[icent],geffDphi[icent],centCut && " genIso<5 && abs(genMomId)<=22 && photonEt>60 && abs(yJet.jteta)<2 && yJet.jtpt>30", "hovere<0.1 && sigmaIetaIeta<0.010 && (cc4+cr4+ct4PtCut20)/0.9<1",true);
}
for (int icent = 1; icent <=nCent; icent++) {
for ( int iid=1 ; iid<=nId ; iid++) {
handsomeTH1(heff[icent][iid],ycolor[iid]);
handsomeTGraph(geff[icent][iid],ycolor[iid]);
}
}
TH1D* htmp = (TH1D*)heff[1][1]->Clone("htmp");
htmp->Reset();
htmp->SetAxisRange(0,1.3,"Y");
htmp->SetYTitle("Efficiency");
handsomeTH1(htmp);
for (int icent = 1; icent <=nCent; icent++) {
int lowerCent = centBinVector[icent-1];
int upperCent = centBinVector[icent]-1;
if ( ppHI == kHI) c2->cd(nCent - icent + 1);
htmp->DrawCopy();
for ( int iid=1 ; iid<=nId ; iid++) {
heff[icent][iid]->Draw("p same");
geff[icent][iid]->Draw("p");
}
if ( ( icent == nCent ) || ( ppHI == kPP) )
{
TLegend* leg1 = new TLegend(0.25,0.20,0.95,0.55,NULL,"brNDC");
easyLeg(leg1,"Photon ID efficiency");
leg1->AddEntry(heff[icent][1],"spike rejection","lp");
leg1->AddEntry(heff[icent][2],"+ H/E < 0.1","lp");
if (isoChoice == kSumIso)
leg1->AddEntry(heff[icent][3],"+ SumIso cut","lp");
if (isoChoice == kFisher)
leg1->AddEntry(heff[icent][3],"+ Fisher cut","lp");
leg1->AddEntry(heff[icent][4],"+ #sigma_{#eta#eta} <0.010","lp");
leg1->Draw();
}
drawText(Form("%.0f%% - %.0f%%", float((float)lowerCent*2.5), float((float)(upperCent+1)*2.5)),0.5680963,0.8369118);
if ( icent<=2) drawPatch(0,0,0.05,0.14,0,1001,ndcOpt);
// drawPatch(0.9,0.05,1.01,0.14,0,1001,ndcOpt);
}
c2->SaveAs(Form("photonID_efficiency_%s.pdf",getIsoLabel(isoChoice).Data()));
TCanvas* c2b = new TCanvas("c2b","",1000,500); //100 + nCent_std*300,400);
c2b->Divide(2,1);
c2b->cd(1);
TH1D* htmpG = (TH1D*)heffGj[1]->Clone("htmpG");
htmpG->Reset();
htmpG->SetAxisRange(0,1.3,"Y");
htmpG->SetYTitle("Efficiency");
handsomeTH1(htmpG);
TLegend* legCent = new TLegend(0.4657258,0.2245763,1,0.4512712,NULL,"brNDC");
easyLeg(legCent,"Centrality");
if (isoChoice == kSumIso) easyLeg(legCent,"SumIso Method");
if (isoChoice == kFisher) easyLeg(legCent,"Fisher Method");
cout<< " heffGj "<< endl << endl<< endl;
for (int icent = 1; icent <=nCent; icent++) {
handsomeTH1(heffGj[icent],ycolor[icent]);
heffGj[icent]->Fit("pol1");
heffGj[icent]->GetFunction("pol1")->SetLineColor(ycolor[icent]);
heffGj[icent]->GetFunction("pol1")->SetLineStyle(7);
}
htmpG->DrawCopy();
for (int icent = 1; icent <=nCent; icent++) {
heffGj[icent]->Draw("same");
int lowerCent = centBinVector[icent-1]; int upperCent = centBinVector[icent]-1;
legCent->AddEntry(heffGj[icent],Form("%.0f%% - %.0f%%", float((float)lowerCent*2.5), float((float)(upperCent+1)*2.5)),"pl");
}
legCent->Draw();
c2b->cd(2);
TH1D* htmpDp = new TH1D("htmpDp",";#Delta#phi of pair;Efficiency",10,0,3.14);
htmpDp->Reset();
htmpDp->SetAxisRange(0,1.3,"Y");
htmpDp->SetYTitle("Efficiency");
handsomeTH1(htmpDp);
cout << " heffDphi " << endl << endl << endl ;
for (int icent = 1; icent <=nCent; icent++) {
handsomeTH1(heffDphi[icent],ycolor[icent]);
heffDphi[icent]->Fit("pol1");
heffDphi[icent]->GetFunction("pol1")->SetLineColor(ycolor[icent]);
heffDphi[icent]->GetFunction("pol1")->SetLineStyle(7);
}
htmpDp->DrawCopy();
for (int icent = 1; icent <=nCent; icent++) {
heffDphi[icent]->Draw("same");
}
legCent->Draw();
c2b->SaveAs(Form("photonID_efficiency_%s_2.pdf",getIsoLabel(isoChoice).Data()));
TCanvas* c3 = new TCanvas("cPurity","",500,500);
TH1D* hPurity[10];
for (int icent = 1; icent <=nCent; icent++) {
hPurity[icent] = (TH1D*)hPurity2D->ProjectionX(Form("purity1D_icent%d",icent),icent,icent);
hPurity[icent]->Fit("pol1");
hPurity[icent]->GetFunction("pol1")->SetLineColor(ycolor[icent]);
hPurity[icent]->GetFunction("pol1")->SetLineStyle(7);
}
TH1D* tempPurity = (TH1D*)hPurity[1]->Clone("purityTemp");
tempPurity->Reset();
handsomeTH1(tempPurity,1);
tempPurity->SetXTitle("pT (Gev)");
tempPurity->SetYTitle("Purity");
tempPurity->SetAxisRange(0.45,1.2,"Y");
tempPurity->Draw();
for (int icent = 1; icent <=nCent; icent++) {
handsomeTH1(hPurity[icent],ycolor[icent]);
hPurity[icent]->Draw("same");
}
TLegend* legPurity = new TLegend(0.4657258,0.2245763,1,0.4512712,NULL,"brNDC");
easyLeg(legPurity,"Purity");
if (isoChoice == kSumIso) easyLeg(legPurity,"SumIso Method");
if (isoChoice == kFisher) easyLeg(legPurity,"Fisher Method");
for (int icent = 1; icent <=nCent; icent++){
int lowerCent = centBinVector[icent-1]; int upperCent = centBinVector[icent]-1;
legPurity->AddEntry(hPurity[icent],Form("%.0f%% - %.0f%%", float((float)lowerCent*2.5), float((float)(upperCent+1)*2.5)),"pl");
}
legPurity->Draw();
if ( !onlygjEvents)
drawText("inclusive photon",0.25,0.2);
c3->SaveAs(Form("purity_%s.pdf",getIsoLabel(isoChoice).Data()));
TCanvas* c4 = new TCanvas("efficiencyCorrection","",1000,500);
c4->Divide(2,1);
c4->cd(1);
for (int icent = 1; icent <=nCent; icent++) {
TH1ScaleByWidth(rawSpectra[icent]); // divide by width
finSpectra[icent] = (TH1D*)rawSpectra[icent]->Clone(Form("finSpec_icent%d_%s",icent,getIsoLabel(isoChoice).Data()));
if ( isoChoice == kSumIso2)
finSpectra[icent]->SetName(Form("finSpec_icent%d_%s_isoCut%d",icent,getIsoLabel(isoChoice).Data(),(int)isoCut));
if ( isoChoice == kSumIso3)
finSpectra[icent]->SetName(Form("finSpec_icent%d_%s_sbisoCut%d",icent,getIsoLabel(isoChoice).Data(),(int)specialSbCut));
finSpectra[icent]->Divide(heff[icent][3]);
handsomeTH1(finSpectra[icent],ycolor[icent]);
}
// TAA and centrality
//
TFile outf = TFile(cab.getPurityFileName(),"recreate");
hPurity2D->Write();
for ( int icent=1 ; icent<=nCent ; icent++) {
heff[icent][3]->Write();
heff[icent][4]->Write();
finSpectra[icent]->Write();
hPurity[icent]->Write();
for (int ipt = 1; ipt <= nPtBin ; ipt++) {
hData[icent][ipt]->Write();
}
// hBkgMCRatioFit[icent][1]->Write();
}
outf.Close();
}
void createGlauberTree(Int_t nEvents,
const char *outFileName)
{
AliPDG::AddParticlesToPdgDataBase();
TDatabasePDG::Instance();
// Run loader
TFolder *folder = new TFolder("myfolder","myfolder");
AliRunLoader* rl = new AliRunLoader(folder);
rl->MakeHeader();
rl->MakeStack();
AliStack* stack = rl->Stack();
//AliHeader* rheader = rl->GetHeader();
AliGenHijing *genHi = new AliGenHijing(-1);
genHi->SetStack(stack);
genHi->SetEnergyCMS(2760);
genHi->SetReferenceFrame("CMS");
genHi->SetProjectile("A", 208, 82);
genHi->SetTarget ("A", 208, 82);
genHi->SetPtHardMin (2.3);
genHi->SetImpactParameterRange(0.,30);
genHi->SetJetQuenching(0); // enable jet quenching
genHi->SetShadowing(1); // enable shadowing
genHi->SetDecaysOff(1); // neutral pion and heavy particle decays switched off
genHi->Init();
MyHeader *myheader = new MyHeader;
MyResponse *myresp = new MyResponse;
TFile *outFile = TFile::Open(outFileName, "RECREATE");
outFile->SetCompressionLevel(5);
TDirectory::TContext context(outFile);
TTree *tree = new TTree("glaubertree", "Glauber tree");
tree->Branch("header",&myheader, 32*1024, 99);
tree->Branch("response",&myresp, 32*1024, 99);
TNtuple *ntuple = new TNtuple("gnt", "Glauber ntuple", "npart:ncoll:b");
Double_t etas[] = {-10,-5,-4,-3,-2,-1,0,1,2,3,4,5,10};
TH1D *hNEta = new TH1D("hNeta","",12,etas);
TH1D *hEtEta = new TH1D("hEteta","",12,etas);
// create events and fill them
for (Int_t iEvent = 0; iEvent < nEvents; ++iEvent) {
cout << "Event " << iEvent+1 << "/" << nEvents << endl;;
stack->Reset();
hNEta->Reset();
hEtEta->Reset();
genHi->Generate();
AliStack *s = genHi->GetStack();
const TObjArray *parts = s->Particles();
Int_t nents = parts->GetEntries();
for (Int_t i = 0; i<nents; ++i) {
TParticle *p = (TParticle*)parts->At(i);
//p->Print();
TParticlePDG *pdg = p->GetPDG(1);
Int_t c = (Int_t)(TMath::Abs(pdg->Charge()));
if (c!=0) {
hNEta->Fill(p->Eta());
hEtEta->Fill(p->Eta(),p->Pt());
}
}
AliGenHijingEventHeader *h = (AliGenHijingEventHeader*)genHi->CollisionGeometry();
myheader->fNATT = nents;
myheader->fEATT = h->TotalEnergy();
myheader->fJATT = h->HardScatters();
myheader->fNT = h->TargetParticipants();
myheader->fNP = h->ProjectileParticipants();
myheader->fN00 = h->NwNw();
myheader->fN01 = h->NwN();
myheader->fN10 = h->NNw();
myheader->fN11 = h->NN();
myheader->fBB = h->ImpactParameter();
myheader->fRP = h->ReactionPlaneAngle();
myheader->fPSn = h->ProjSpectatorsn();
myheader->fPSp = h->ProjSpectatorsp();
myheader->fTSn = h->TargSpectatorsn();
myheader->fTSp = h->TargSpectatorsn();
myresp->fEtch0p = hEtEta->GetBinContent(hEtEta->FindBin(0.5));
myresp->fEtch1p = hEtEta->GetBinContent(hEtEta->FindBin(1.5));
myresp->fEtch2p = hEtEta->GetBinContent(hEtEta->FindBin(2.5));
myresp->fEtch3p = hEtEta->GetBinContent(hEtEta->FindBin(3.5));
myresp->fEtch4p = hEtEta->GetBinContent(hEtEta->FindBin(4.5));
myresp->fEtch5p = hEtEta->GetBinContent(hEtEta->FindBin(5.5));
myresp->fEtchrp = hEtEta->GetBinContent(hEtEta->FindBin(10.5));
myresp->fEtch0n = hEtEta->GetBinContent(hEtEta->FindBin(-0.5));
myresp->fEtch1n = hEtEta->GetBinContent(hEtEta->FindBin(-1.5));
myresp->fEtch2n = hEtEta->GetBinContent(hEtEta->FindBin(-2.5));
myresp->fEtch3n = hEtEta->GetBinContent(hEtEta->FindBin(-3.5));
myresp->fEtch4n = hEtEta->GetBinContent(hEtEta->FindBin(-4.5));
myresp->fEtch5n = hEtEta->GetBinContent(hEtEta->FindBin(-5.5));
myresp->fEtchrn = hEtEta->GetBinContent(hEtEta->FindBin(-10.5));
myresp->fNch0p = hNEta->GetBinContent(hNEta->FindBin(0.5));
myresp->fNch1p = hNEta->GetBinContent(hNEta->FindBin(1.5));
myresp->fNch2p = hNEta->GetBinContent(hNEta->FindBin(2.5));
myresp->fNch3p = hNEta->GetBinContent(hNEta->FindBin(3.5));
myresp->fNch4p = hNEta->GetBinContent(hNEta->FindBin(4.5));
myresp->fNch5p = hNEta->GetBinContent(hNEta->FindBin(5.5));
myresp->fNchrp = hNEta->GetBinContent(hNEta->FindBin(10.5));
myresp->fNch0n = hNEta->GetBinContent(hNEta->FindBin(-0.5));
myresp->fNch1n = hNEta->GetBinContent(hNEta->FindBin(-1.5));
myresp->fNch2n = hNEta->GetBinContent(hNEta->FindBin(-2.5));
myresp->fNch3n = hNEta->GetBinContent(hNEta->FindBin(-3.5));
myresp->fNch4n = hNEta->GetBinContent(hNEta->FindBin(-4.5));
myresp->fNch5n = hNEta->GetBinContent(hNEta->FindBin(-5.5));
myresp->fNchrn = hNEta->GetBinContent(hNEta->FindBin(-10.5));
tree->Fill();
if (ntuple) {
Int_t np = h->TargetParticipants() + h->ProjectileParticipants();
Int_t nc = h->NwNw() + h->NwN() + h->NNw() + h->NN();
Double_t b = h->ImpactParameter();
ntuple->Fill(np,nc,b);
}
} // end of event loop
tree->Write();
ntuple->Write();
outFile->Close();
}