/
postFitPlotsETauHad.C
457 lines (365 loc) · 17.2 KB
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postFitPlotsETauHad.C
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#include "tdrstyle.C"
#include "CMS_lumi.C"
void postFitPlotsETauHad(TString name="muhad_VBF_m_colinear_UNBLIND_PostFit",TString dirData = "jespfMetOct7",TString fileData="LFV_vbf_collMass_fakeRate_zjetsEmbed_newSignal.root", TString file="mlfit.root", TString dir="outCombinedFitsAll", TString dirInternalData="vbfmutau", TString dirInternal="shapes_fit_s/datacard_vbf_pfMetFixOldjesNewFakeShape",TString dirInternalLFV="",bool postfit=true,double blindA=100, double blindB=160, bool blind=false, TString Xaxis="M_{#mu,#tau}_{coll} [GeV]", TString Yaxis="Events / 20 GeV", TString Tex = "#mu#tau_{h}", double xmin=200, double xmax=500, double ymin=-0.99, double ymax=0.99, int rebinning=1, bool setLogY=false, double legx1=0.6, double legy1=0.9, double legx2=0.9, double legy2=0.5, double MAX=-1, double MIN=-1, double scaleSignal=1.0, bool skipDY=false, TString fileExtra="ONLYHIGGS_2Jets.root", bool addExtra=true,bool addExtraGG=true,bool isVBF=false){
//gROOT->LoadMacro("tdrstyle.C");
setTDRStyle();
double kForPlotting=1;
double branchingratioTauTau=0.063;
double branchingratioTauMu=0.1;
double Lumi=19717;
//gROOT->LoadMacro("CMS_lumi.C");
writeExtraText = false;
int iPeriod = 2;
// second parameter in example_plot is iPos, which drives the position of the CMS logo in the plot
int iPos=11;// : top-left, left-aligned
// iPos=33 : top-right, right-aligned
// iPos=22 : center, centered
// mode generally :
// iPos = 10*(alignement 1/2/3) + position (1/2/3 = left/center/right)
// example_plot( iPeriod, 11 ); // left-aligned
// example_plot( iPeriod, 33 ); // right-aligned
// example_plot( iPeriod, 0 ); // out of frame (in exceptional cases)
// example_plot( iPeriod, 11 ); // default: left-aligned
// example_plot( iPeriod, 22 ); // centered
// example_plot( iPeriod, 33 ); // right-aligned
TFile *_file= new TFile(dirData+"/"+fileData);
TString finddata="/data_obs";
TH1F* hdata_obsNoErrFix=_file->Get(dirInternalData+finddata);
TH1F* hdata_obs = hdata_obsNoErrFix->Clone();
std::cout << hdata_obsNoErrFix->GetEntries() << std::endl;
for (i = 1; i <= hdata_obs->GetNbinsX(); i++){
if (hdata_obs->GetBinContent(i) == 0){
hdata_obs->SetBinContent(i,0.0);
hdata_obs->SetBinError(i,1.8);
}
}
hdata_obs->SetName("data_obs");
cout<<hdata_obs->GetNbinsX()<<endl;
// TFile *_fileHWW= new TFile(dir+"/"+fileExtra);
// TH1F *hSMHWWVBF126=_fileHWW->Get("extra/SMHWWVBF126");
// TH1F *hSMHWWGG126=_fileHWW->Get("extra/SMHWWGG126");
std::cout << dir<<file<<dirInternal<<std::endl;
TFile *_fileMC= new TFile(dir+"/"+file);
TString getzjets="/zjetsother";
if(skipDY) getzjets="/fakes";
std::cout << getzjets << std::endl;
TH1F *hDY_2=_fileMC->Get(dirInternal+getzjets);
hDY_2->SetName("hDY_2");
if(skipDY) hDY_2->Scale(0);
TH1F *hWW_2=_fileMC->Get(dirInternal+"/diboson");
if (!isVBF){
TH1F *hTOP_2=_fileMC->Get(dirInternal+"/singlet");
}
TH1F *hTT_2=_fileMC->Get(dirInternal+"/ttbar");
TH1F *hZTauTau_2=_fileMC->Get(dirInternal+"/ztautau");
TH1F *hFAKES_2=_fileMC->Get(dirInternal+"/fakes");
cout<<hFAKES_2->GetNbinsX()<<endl;
TH1F *hLFVVBF126_2=_fileMC->Get(dirInternalLFV+"/LFVVBF");
TH1F *hSMVBF126_2=_fileMC->Get(dirInternal+"/SMVBF126");
TH1F *hLFVGG126_2=_fileMC->Get(dirInternalLFV+"/LFVGG");
TH1F *hSMGG126_2=_fileMC->Get(dirInternal+"/SMGG126");
TString hww="/LFVVBF";
if(addExtra) hww="/WWVBF126";
TH1F *hWWVBF126_2=_fileMC->Get(dirInternal+hww); hWWVBF126_2->SetName("hWWVBF126_2");
hww="/LFVVBF";
if(addExtraGG) hww="/WWGG126";
TH1F *hWWGG126_2=_fileMC->Get(dirInternal+hww); hWWGG126_2->SetName("hWWGG126_2");
if(!addExtra) { hWWVBF126_2->Scale(0.); hWWGG126_2->Scale(0.);}
if(!addExtraGG) { hWWGG126_2->Scale(0.);}
TH1F *hFAKES=hdata_obs->Clone(); hFAKES->SetName("fakesJetTau");
TH1F *hDY=hdata_obs->Clone(); hDY->SetName("DY");
TH1F *hWW=hdata_obs->Clone(); hWW->SetName("WW");
if (!isVBF){
TH1F *hTOP=hdata_obs->Clone(); hTOP->SetName("TOP");
}
TH1F *hTT=hdata_obs->Clone(); hTT->SetName("TT");
TH1F *hZTauTau=hdata_obs->Clone(); hZTauTau->SetName("ZTauTau");
TH1F *hLFVVBF126=hdata_obs->Clone(); hLFVVBF126->SetName("LFVVBF126");
TH1F *hLFVGG126=hdata_obs->Clone(); hLFVGG126->SetName("LFVGG126");
TH1F *hSMVBF126=hdata_obs->Clone(); hSMVBF126->SetName("SMVBF126");
TH1F *hSMGG126=hdata_obs->Clone(); hSMGG126->SetName("SMGG126");
TH1F *hWWVBF126=hdata_obs->Clone(); hWWVBF126->SetName("WWVBF126");
TH1F *hWWGG126=hdata_obs->Clone(); hWWGG126->SetName("WWGG126");
for (int i=0; i<hFAKES_2->GetNbinsX(); i++) {
hFAKES->SetBinContent(i,hFAKES_2->GetBinContent(i));
hFAKES->SetBinError(i,hFAKES_2->GetBinError(i));
hDY->SetBinContent(i,hDY_2->GetBinContent(i));
hDY->SetBinError(i,hDY_2->GetBinError(i));
hWW->SetBinContent(i,hWW_2->GetBinContent(i));
hWW->SetBinError(i,hWW_2->GetBinError(i));
if (!isVBF){
hTOP->SetBinContent(i,hTOP_2->GetBinContent(i));
hTOP->SetBinError(i,hTOP_2->GetBinError(i));
}
hTT->SetBinContent(i,hTT_2->GetBinContent(i));
hTT->SetBinError(i,hTT_2->GetBinError(i));
hZTauTau->SetBinContent(i,hZTauTau_2->GetBinContent(i));
hZTauTau->SetBinError(i,hZTauTau_2->GetBinError(i));
hLFVVBF126->SetBinContent(i,hLFVVBF126_2->GetBinContent(i));
hLFVVBF126->SetBinError(i,hLFVVBF126_2->GetBinError(i));
hSMVBF126->SetBinContent(i,hSMVBF126_2->GetBinContent(i));
hSMVBF126->SetBinError(i,hSMVBF126_2->GetBinError(i));
hSMGG126->SetBinContent(i,hSMGG126_2->GetBinContent(i));
hSMGG126->SetBinError(i,hSMGG126_2->GetBinError(i));
hLFVGG126->SetBinContent(i,hLFVGG126_2->GetBinContent(i));
hLFVGG126->SetBinError(i,hLFVGG126_2->GetBinError(i));
hWWVBF126->SetBinContent(i,hWWVBF126_2->GetBinContent(i));
hWWVBF126->SetBinError(i,hWWVBF126_2->GetBinError(i));
hWWGG126->SetBinContent(i,hWWGG126_2->GetBinContent(i));
hWWGG126->SetBinError(i,hWWGG126_2->GetBinError(i));
}
TH1F *hSMHIGGS=(TH1F*) hSMVBF126->Clone();hSMHIGGS->SetName("hSMHIGGS");
hSMHIGGS->Add(hSMGG126);
TH1F *hSMHWWHIGGS=(TH1F*) hWWVBF126->Clone();hSMHWWHIGGS->SetName("hSMHWWHIGGS");
hSMHWWHIGGS->Add(hWWGG126);
TH1F* hSignal=(TH1F*)hLFVGG126->Clone(); hSignal->SetName("hSignal");
hSignal->Add(hLFVVBF126);
hFAKES->SetFillColor(kMagenta-10); hFAKES->SetLineColor(kMagenta+4); hFAKES->SetLineWidth(1); hFAKES->SetFillStyle(1001);
hZTauTau->SetFillColor(kOrange-4); hZTauTau->SetLineColor(kOrange+4); hZTauTau->SetLineWidth(1); hZTauTau->SetFillStyle(1001);
hDY->SetFillColor(kAzure+3); hDY->SetLineColor(kAzure+4); hDY->SetLineWidth(1); hDY->SetFillStyle(1001);
hWW->SetFillColor(kAzure+3); hWW->SetLineColor(kAzure+3); hWW->SetLineWidth(1); hWW->SetFillStyle(1001);
if (!isVBF){
hTOP->SetFillColor(kGreen-2); hTOP->SetLineColor(kGreen+4); hTOP->SetLineWidth(1); hTOP->SetFillStyle(1001);
}
hTT->SetFillColor(kGreen-2); hTT->SetLineColor(kGreen-2); hTT->SetLineWidth(1); hTT->SetFillStyle(1001);
hSMHIGGS->SetFillColor(kMagenta); hSMHIGGS->SetLineColor(kMagenta); hSMHIGGS->SetLineWidth(1); hSMHIGGS->SetFillStyle(1001);
// hSMHWWHIGGS->SetFillColor(kViolet-10); hSMHWWHIGGS->SetLineColor(kMagenta+4); hSMHWWHIGGS->SetLineWidth(1);
hSMHWWHIGGS->SetFillColor(kMagenta); hSMHWWHIGGS->SetLineColor(kMagenta+1); hSMHWWHIGGS->SetLineWidth(1); hSMHWWHIGGS->SetFillStyle(1001);
hLFVGG126->SetLineColor(kBlue); hLFVGG126->SetLineWidth(3);
hLFVVBF126->SetLineColor(kBlue+3); hLFVVBF126->SetLineWidth(3); hLFVVBF126->SetLineStyle(kDashed);
hSMVBF126->SetLineColor(kMagenta); hSMVBF126->SetLineWidth(3);
hSMGG126->SetLineColor(kMagenta); hSMGG126->SetLineWidth(3);
hSignal->SetLineColor(kBlue); hSignal->SetLineWidth(3);
hSignal->SetLineStyle(2);
hdata_obs->SetMarkerSize(1); // Closer to Daniel's
/*
// Rebin
hFAKES->Rebin(rebinning);
hZTauTau->Rebin(rebinning);
hDY->Rebin(rebinning);
hTOP->Rebin(rebinning);
hTT->Rebin(rebinning);
hWW->Rebin(rebinning);
hLFVGG126->Rebin(rebinning);
hLFVVBF126->Rebin(rebinning);
hSMVBF126->Rebin(rebinning);
hSMGG126->Rebin(rebinning);
hdata_obs->Rebin(rebinning);
hSMHIGGS->Rebin(rebinning);
*/
// PLOT
TCanvas *c1 = new TCanvas("canvas_"+name);
TPad *Pad1= new TPad("pad1","",0,0.2,1,1); Pad1->Draw(); Pad1->cd();;
Pad1->SetLeftMargin(0.2147651);
Pad1->SetRightMargin(0.06543624);
Pad1->SetTopMargin(0.07);
Pad1->SetBottomMargin(0.04);
TH1F* fullMC2=hZTauTau->Clone(); fullMC2->Add(hFAKES); fullMC2->Add(hTT); fullMC2->Add(hWW);
fullMC2->Add(hDY);
if(!isVBF){
fullMC2->Add(hTOP);
}
fullMC2->Add(hSMHIGGS); fullMC2->Add(hSMHWWHIGGS);
fullMC2->SetFillColorAlpha(kGray+2,0.35); //fullMC2->SetFillStyle(3002);
fullMC2->SetMarkerSize(0); fullMC2->SetLineWidth(0);
fullMC2->Draw("hist");
fullMC2->GetXaxis()->SetTitle("");
fullMC2->GetYaxis()->SetTitle(Yaxis);
fullMC2->GetXaxis()->SetRangeUser(xmin,xmax);
fullMC2->GetYaxis()->SetTitleOffset(1.2);
fullMC2->GetYaxis()->SetTitleSize(0.05);
fullMC2->GetXaxis()->SetNdivisions(505);
fullMC2->GetXaxis()->SetLabelSize(0.0);
fullMC2->GetYaxis()->SetLabelSize(0.04);
THStack* stack = new THStack("stack","");
stack->Add(hFAKES);
stack->Add(hWW);
stack->Add(hDY);
stack->Add(hTT);
if(!isVBF){
stack->Add(hTOP);
}
stack->Add(hZTauTau);
stack->Add(hSMHIGGS);;
stack->Add(hSMHWWHIGGS);
stack->Add(hSignal);;
cout<<"Yields"<<endl;
cout<<"VV " <<hWW->Integral()<<endl;
if (!isVBF){
cout<<"TOP " <<hTOP->Integral()<<endl;
}
cout<<"TT " <<hTT->Integral()<<endl;
cout<<"DY " <<hDY->Integral()<<endl;
cout<<"ZTauTau " <<hZTauTau->Integral()<<endl;
cout<<"FAKES " <<hFAKES->Integral()<<endl;
cout<<"LFVGG126 " <<hLFVGG126->Integral()<<endl;
cout<<"LFVVBF126 " <<hLFVVBF126->Integral()<<endl;
stack->Draw("samehist");
fullMC2->Draw("sames,E2");
// hSignal->Draw("sameshist");
double maxData=hdata_obs->GetMaximum();
double maxMC=stack->GetMaximum()*1.2;
double maxLFV=hLFVGG126->GetMaximum();
double maxLFV2=hLFVVBF126->GetMaximum();
double minMC=stack->GetMinimum();
if(maxData>maxMC) {maxMC=1.2*maxData;}
if(maxLFV>maxMC) {maxMC=1.2*maxLFV;}
if(maxLFV2>maxMC) {maxMC=1.2*maxLFV2;}
if(MAX!=-1) {maxMC=MAX;}
if(minMC>MIN) minMC=0;
stack->SetMaximum(maxMC);
stack->GetYaxis()->SetRangeUser(minMC,maxMC);
fullMC2->SetMaximum(maxMC);
fullMC2->GetYaxis()->SetRangeUser(minMC,maxMC);
hdata_obs->Draw("sames");
TLegend *leg = new TLegend(legx1,legy1,legx2,legy2,NULL,"brNDC");
leg->SetFillColor(0);
leg->SetBorderSize(0);
leg->SetFillStyle(0);
TLegendEntry *entry;
entry=leg->AddEntry(hdata_obs,"Data, e#tau_{h}","p");
entry=leg->AddEntry(fullMC2,"Bkgd. uncertainty","f");
//entry=leg->AddEntry(hSMHWWHIGGS,"SM HWW","f");
entry=leg->AddEntry(hSMHIGGS,"SM Higgs","f");
eblindBy=leg->AddEntry(hZTauTau,"Z#rightarrow#tau#tau","f");
entry=leg->AddEntry(hDY,"Other","f");
if(!isVBF){
entry=leg->AddEntry(hTOP,"t#bar{t}, t, #bar{t}","f");
}
entry=leg->AddEntry(hFAKES,"Misidentified #tau","f");
//if(postfit) entry=leg->AddEntry(hSignal,"LFV Higgs (B=0.9%)","l");
if(postfit) entry=leg->AddEntry(hSignal,"LFV Higgs (B=1%)","l");
else entry=leg->AddEntry(hSignal,"LFV Higgs (B=1%)","l");
/* entry=leg->AddEntry(hLFVGG126,Form("LFV GG Higgs (BR= %1.2f)",branchingratioTauMu),"l");
entry=leg->AddEntry(hLFVVBF126,Form("LFV VBF Higgs (BR= %1.2f)",branchingratioTauMu),"l");
entry=leg->AddEntry(hSMVBF126,Form("SM VBF Higgs (BR= %1.2f)",branchingratioTauTau),"l");
*/
leg->Draw();
TLatex latex;
latex.SetNDC();
latex.SetTextAngle(0);
latex.SetTextColor(kBlack);
latex.SetTextFont(42);
latex.SetTextAlign(31);
latex.SetTextSize(.05);
latex.DrawLatex(0.39,0.8,Tex);
std::cout << "blind" << blind << std::endl;
if(blind){
TPave *pave = new TPave(blindA,0,blindB,MAX,4,"br");
pave->SetFillColor(kGray+1);
pave->SetFillStyle(3004);
pave->SetDrawOption(0);
pave->SetBorderSize(0);
pave->Draw();
}
CMS_lumi( Pad1, iPeriod, iPos );
//cmsPrelim(Lumi);
Pad1->SetLogy(setLogY);
gPad->RedrawAxis();
c1->cd(); TPad *Pad2= new TPad("pad2","",0,0,1,0.23); Pad2->Draw(); Pad2->cd(); Pad2->SetGridy();
Pad2->SetLeftMargin(0.2147651);
Pad2->SetRightMargin(0.06543624);
Pad2->SetTopMargin(0.0);
Pad2->SetBottomMargin(0.37);
Pad2->SetFillStyle(0);
hdata_obs->SetFillStyle(1001);
TH1F * Ratio=hdata_obs->Clone(); Ratio->SetName("Ratio");
Ratio->Add(fullMC2,-1);
/*for (int i = 1; i<=Ratio->GetNbinsX(); i++){
cout << fullMC2->GetBinContent(i) << endl;
if (fullMC2->GetBinContent(i) == 0){
Ratio->SetBinContent(i,0);
cout << "setting to 0" << endl;
}
else{
double binMC = fullMC2->GetBinContent(i);
double binDiff = Ratio->GetBinContent(i);
Ratio->SetBinContent(i,(binDiff/binMC));
cout << "dividing" << endl;
}
}*/
Ratio->Divide(fullMC2);
Ratio->GetXaxis()->SetLabelFont(42);
Ratio->GetXaxis()->SetTitleFont(42);
Ratio->GetYaxis()->SetNdivisions(505);
Ratio->GetYaxis()->SetLabelFont(42);
Ratio->GetYaxis()->SetLabelSize(0.122);
Ratio->GetYaxis()->SetRangeUser(ymin,ymax);
Ratio->GetXaxis()->SetRangeUser(xmin,xmax);
Ratio->GetXaxis()->SetLabelSize(0.12);
Ratio->GetXaxis()->SetLabelFont(42);
if(!postfit) Ratio->SetYTitle("#frac{Data-Bkgd }{Bkgd}");
else Ratio->SetYTitle("#frac{Data-Bkgd (fit) }{Bkgd (fit)}");
Ratio->SetXTitle(Xaxis);
Ratio->GetXaxis()->SetNdivisions(505);
Ratio->GetYaxis()->CenterTitle(true);
Ratio->GetYaxis()->SetTitleOffset(0.4);
Ratio->GetYaxis()->SetTitleSize(0.11);
Ratio->GetXaxis()->SetTitleOffset(0.75);
Ratio->GetXaxis()->SetTitleSize(0.20);
Ratio->SetMarkerSize(1.);
TH1F* RatioError = Ratio->Clone(); RatioError->SetName("RatioError");
for (int i=0; i<RatioError->GetNbinsX()+1; i++){
// double error=fullMC2->GetBinError(i)*hdata_obs->GetBinContent(i)/fullMC2->GetBinContent(i)/fullMC2->GetBinContent(i);
double error=fullMC2->GetBinError(i)/fullMC2->GetBinContent(i);
RatioError->SetBinContent(i,0);
RatioError->SetBinError(i,error);
cout << error << endl;
}
RatioError->Draw("E2"); //RatioError->SetFillStyle(3002);
RatioError->SetFillColorAlpha(kGray+2, 0.35);
RatioError->SetMarkerSize(0);
RatioError->SetLineWidth(2);
if(!blind) //Ratio->Draw("samesE0"); errorbarswithoutdatapoints
Ratio->Draw("sames");
else {
int findBinA=Ratio->FindBin(blindA);
int findBinB=Ratio->FindBin(blindB);
for (int i=findBinA; i<findBinB; i++) Ratio->SetBinContent(i,-100);
Ratio->Draw("sames");
TPave *pave = new TPave(blindA,ymin,blindB,ymax,4,"br");
pave->SetFillColor(kGray+1);
pave->SetFillStyle(3004);
pave->SetDrawOption(0);
pave->SetBorderSize(0);
pave->Draw();
for (int i=findBinA; i<findBinB; i++) hdata_obs->SetBinContent(i,-100);
}
c1->cd();
if(!setLogY){
//c1->SaveAs(name+"ErrorBarsWithoutDataPoints.png");
//c1->SaveAs(name+"ErrorBarsWithoutDataPoints.pdf");
c1->SaveAs(name+".png");
c1->SaveAs(dir+"/"+name+".pdf");
}
else {
c1->SaveAs(name+"_log.png");
c1->SaveAs(name+"_log.pdf");
}
TFile *out1= new TFile(dir+"/"+name+".root","RECREATE");
out1->cd();
hdata_obs->Write();
hFAKES->Write();
hDY->Write();
hWW->Write();
if(!isVBF){
hTOP->Write();
}
hTT->Write();
hZTauTau->Write();
hLFVVBF126->Write();
hLFVGG126->Write();
hSMHIGGS->Write();
}
void cmsPrelim( double intLumi ){ TLatex latex;
latex.SetNDC();
latex.SetTextSize(0.04);
latex.SetTextAlign(31); // align right
latex.DrawLatex(0.9,0.96,Form("%.1f fb^{-1}, #sqrt{s} = 8 TeV",intLumi/1000));
// if (intLumi > 0.) {
// latex.SetTextAlign(31); // align right
// latex.DrawLatex(0.9,0.9,Form("#int #font[12]{L} dt = %.1f fb^{-1}",intLumi));
// }
latex.SetTextAlign(11); // align left
latex.DrawLatex(0.25,0.96,"CMS preliminary");
}