file analyses/Analysis_CMS_13TeV_2OSLEP_confnote_36invfb.cpp
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Namespaces
| Name |
|---|
| Gambit TODO: see if we can use this one: |
| Gambit::ColliderBit |
Classes
Source code
///
/// \author Rose Kudzman-Blais
/// \date 2017 May
///
/// Checked and minor bug fixes by Martin White
/// Feb 2018
/// *********************************************
// Based on http://cms-results.web.cern.ch/cms-results/public-results/superseded/SUS-16-034/index.html
#include <vector>
#include <cmath>
#include <memory>
#include <iomanip>
#include <fstream>
#include "gambit/ColliderBit/analyses/Analysis.hpp"
#include "gambit/ColliderBit/CMSEfficiencies.hpp"
#include "gambit/ColliderBit/mt2_bisect.h"
using namespace std;
namespace Gambit {
namespace ColliderBit {
class Analysis_CMS_13TeV_2OSLEP_confnote_36invfb : public Analysis {
private:
// Numbers passing cuts
std::map<string, EventCounter> _counters = {
{"SR1", EventCounter("SR1")},
{"SR2", EventCounter("SR2")},
{"SR3", EventCounter("SR3")},
{"SR4", EventCounter("SR4")},
{"SR5", EventCounter("SR5")},
{"SR6", EventCounter("SR6")},
{"SR7", EventCounter("SR7")},
{"SR8", EventCounter("SR8")},
{"SR9", EventCounter("SR9")},
};
vector<int> cutFlowVector;
vector<string> cutFlowVector_str;
size_t NCUTS;
// vector<double> cutFlowVectorCMS_550_200;
// double xsecCMS_550_200;
// ofstream cutflowFile;
public:
// Required detector sim
static constexpr const char* detector = "CMS";
struct ptComparison {
bool operator() (const HEPUtils::Particle* i,const HEPUtils::Particle* j) {return (i->pT()>j->pT());}
} comparePt;
struct ptJetComparison {
bool operator() (const HEPUtils::Jet* i,const HEPUtils::Jet* j) {return (i->pT()>j->pT());}
} compareJetPt;
Analysis_CMS_13TeV_2OSLEP_confnote_36invfb() {
set_analysis_name("CMS_13TeV_2OSLEP_confnote_36invfb");
set_luminosity(35.9);
NCUTS=13;
// xsecCMS_550_200=30.2;
for (size_t i=0;i<NCUTS;i++){
cutFlowVector.push_back(0);
// cutFlowVectorCMS_550_200.push_back(0);
cutFlowVector_str.push_back("");
}
}
void run(const HEPUtils::Event* event) {
double met = event->met();
// Baseline objects
vector<const HEPUtils::Particle*> baselineElectrons;
for (const HEPUtils::Particle* electron : event->electrons()) {
if (electron->pT()>10. && fabs(electron->eta())<2.5)baselineElectrons.push_back(electron);
}
vector<const HEPUtils::Particle*> baselineMuons;
for (const HEPUtils::Particle* muon : event->muons()) {
if (muon->pT()>10. &&fabs(muon->eta())<2.4)baselineMuons.push_back(muon);
}
vector<const HEPUtils::Particle*> baselinePhotons;
for (const HEPUtils::Particle* photon : event->photons()) {
if (photon->pT()>25. && fabs(photon->eta())<2.4 && (fabs(photon->eta())<1.4 || fabs(photon->eta())>1.6) && fabs(photon->phi()-event->missingmom().phi())>0.4)baselinePhotons.push_back(photon);
}
vector<const HEPUtils::Jet*> baselineJets;
for (const HEPUtils::Jet* jet : event->jets()) {
if (jet->pT()>35. &&fabs(jet->eta())<2.4)baselineJets.push_back(jet);
}
// Signal objects
vector<const HEPUtils::Particle*> signalLeptons;
vector<const HEPUtils::Particle*> signalElectrons;
vector<const HEPUtils::Particle*> signalMuons;
vector<const HEPUtils::Jet*> signalJets;
vector<const HEPUtils::Jet*> signalBJets;
//@note Numbers digitized from https://twiki.cern.ch/twiki/pub/CMSPublic/SUSMoriond2017ObjectsEfficiency/2d_full_pteta_el_034_ttbar.pdf
const vector<double> aEl={0,0.8,1.442,1.556,2.,2.5};
const vector<double> bEl={0.,25.,30.,40.,50.,10000.}; // Assuming flat efficiency above pT = 200 GeV, where the CMS map stops.
const vector<double> cEl={0.619,0.669,0.7,0.737,0.79,0.625,0.658,0.72,0.712,0.793,0.338,0.372,0.36,0.365,0.416,0.576,0.531,0.614,0.644,0.712,0.440,0.527,0.585,0.606,0.648};
HEPUtils::BinnedFn2D<double> _eff2dEl(aEl,bEl,cEl);
for (size_t iEl=0;iEl<baselineElectrons.size();iEl++) {
bool isEl=has_tag(_eff2dEl, fabs(baselineElectrons.at(iEl)->eta()), baselineElectrons.at(iEl)->pT());
if (isEl && baselineElectrons.at(iEl)->pT()>20. && (fabs(baselineElectrons.at(iEl)->eta())<1.4 || fabs(baselineElectrons.at(iEl)->eta())>1.6)) signalElectrons.push_back(baselineElectrons.at(iEl));
}
//@note Numbers digitized from https://twiki.cern.ch/twiki/pub/CMSPublic/SUSMoriond2017ObjectsEfficiency/2d_full_pteta_mu_034_ttbar.pdf
const vector<double> aMu={0,0.9,1.2,2.1,2.4};
const vector<double> bMu={0.,25.,30.,40.,50.,10000.}; // Assuming flat efficiency above pT = 200 GeV, where the CMS map stops.
const vector<double> cMu={0.869,0.889,0.91,0.929,0.93,0.857,0.88,0.893,0.937,0.93,0.891,0.894,0.901,0.912,0.927,0.803,0.818,0.817,0.855,0.869};
HEPUtils::BinnedFn2D<double> _eff2dMu(aMu,bMu,cMu);
for (size_t iMu=0;iMu<baselineMuons.size();iMu++) {
bool isMu=has_tag(_eff2dMu, fabs(baselineMuons.at(iMu)->eta()), baselineMuons.at(iMu)->pT());
if (isMu && baselineMuons.at(iMu)->pT()>20. && (fabs(baselineMuons.at(iMu)->eta())<1.4 || fabs(baselineMuons.at(iMu)->eta())>1.6))signalMuons.push_back(baselineMuons.at(iMu));
}
sort(baselinePhotons.begin(),baselinePhotons.end(),comparePt);
for (size_t iJet=0;iJet<baselineJets.size();iJet++) {
bool overlap=false;
for (size_t iLe=0;iLe<baselineElectrons.size();iLe++) {
if (fabs(baselineElectrons.at(iLe)->mom().deltaR_eta(baselineJets.at(iJet)->mom()))<0.4)overlap=true;
}
for (size_t iLe=0;iLe<baselineMuons.size();iLe++) {
if (fabs(baselineMuons.at(iLe)->mom().deltaR_eta(baselineJets.at(iJet)->mom()))<0.4)overlap=true;
}
if (baselinePhotons.size()!=0) {
if (fabs(baselinePhotons.at(0)->mom().deltaR_eta(baselineJets.at(iJet)->mom()))<0.4)overlap=true;
}
if (!overlap) {
signalJets.push_back(baselineJets.at(iJet));
if (baselineJets.at(iJet)->btag())signalBJets.push_back(baselineJets.at(iJet));
}
}
CMS::applyCSVv2MediumBtagEff(signalBJets);
signalLeptons=signalElectrons;
signalLeptons.insert(signalLeptons.end(),signalMuons.begin(),signalMuons.end());
int nSignalLeptons = signalLeptons.size();
int nSignalJets = signalJets.size();
int nSignalBJets = signalBJets.size();
sort(signalLeptons.begin(),signalLeptons.end(),comparePt);
sort(signalJets.begin(),signalJets.end(),compareJetPt);
sort(signalBJets.begin(),signalBJets.end(),compareJetPt);
// Variables + Preselection
bool preselection=false;
double mT2=0;
double mll=0;
double mjj=0;
double mbb=0;
double pT_j1=0;
double deltaPhi_met_j0=0;
double deltaPhi_met_j1=0;
vector<vector<const HEPUtils::Particle*>> SFOSpair_cont = getSFOSpairs(signalLeptons);
for (size_t iPa=0;iPa<SFOSpair_cont.size();iPa++) {
vector<const HEPUtils::Particle*> pair = SFOSpair_cont.at(iPa);
sort(pair.begin(),pair.end(),comparePt);
if (pair.at(0)->pT()>25. && fabs(pair.at(0)->mom().deltaR_eta(pair.at(1)->mom()))>0.1 && (pair.at(0)->mom()+pair.at(1)->mom()).pT()>25)preselection=true;
}
if (nSignalBJets>1)mbb=(signalBJets.at(0)->mom()+signalBJets.at(1)->mom()).m();
if (nSignalJets>0)deltaPhi_met_j0=event->missingmom().deltaPhi(signalJets.at(0)->mom());
if (nSignalJets>1) {
pT_j1=signalJets.at(1)->pT();
deltaPhi_met_j1=event->missingmom().deltaPhi(signalJets.at(1)->mom());
mjj=get_mjj(signalJets);
}
if (nSignalLeptons>1) {
mll=(signalLeptons.at(0)->mom()+signalLeptons.at(1)->mom()).m();
mT2=get_mT2(signalLeptons,signalBJets,event->missingmom());
}
//Signal regions
if (preselection && mll>86. && mll<96. && met>100. && (nSignalJets==2 || nSignalJets==3) && (baselineMuons.size()+baselineElectrons.size())==2 && pT_j1>35. && deltaPhi_met_j0>0.4 && deltaPhi_met_j1>0.4) {
//VZ
if (nSignalBJets==0 && mT2>80. && mjj<110.) {
if (met>50. && met<100.) _counters.at("SR1").add_event(event);
if (met>100. && met<150.) _counters.at("SR2").add_event(event);
if (met>150. && met<250.) _counters.at("SR3").add_event(event);
if (met>250. && met<350.) _counters.at("SR4").add_event(event);
if (met>350.) _counters.at("SR5").add_event(event);
}
//HZ
if (nSignalBJets==2 && mbb<150. && mT2>200.) {
if (met>50. && met<100.) _counters.at("SR6").add_event(event);
if (met>100. && met<150.) _counters.at("SR7").add_event(event);
if (met>150. && met<250.) _counters.at("SR8").add_event(event);
if (met>250.) _counters.at("SR9").add_event(event);
}
}
cutFlowVector_str[0] = "All events";
cutFlowVector_str[1] = "$\\geq$ 2 SFOS leptons with (sub)leading $p_{T} > 25(20) GeV$";
cutFlowVector_str[2] = "Extra lepton vetos";
cutFlowVector_str[3] = "$86 < m_{ll} < 96 GeV$";
cutFlowVector_str[4] = "2-3 Jets";
cutFlowVector_str[5] = "$\\Delta\\Phi(E^{miss}_{T},j_{0}),\\Delta\\Phi(E^{miss}_{T},j_{1}) > 0.4$";
cutFlowVector_str[6] = "Btag veto";
cutFlowVector_str[7] = "$M_{T2}(ll) > 80 GeV$";
cutFlowVector_str[8] = "$M_{jj}$ for min $\\Delta\\Phi$ jets $< 150 GeV$";
cutFlowVector_str[9] = "$E^{miss}_{T} > 100 GeV$";
cutFlowVector_str[10] = "$E^{miss}_{T} > 150 GeV$";
cutFlowVector_str[11] = "$E^{miss}_{T} > 250 GeV$";
cutFlowVector_str[12] = "$E^{miss}_{T} > 350 GeV$";
// cutFlowVectorCMS_550_200[0] = 109.35;
// cutFlowVectorCMS_550_200[1] = 24.21;
// cutFlowVectorCMS_550_200[2] = 18.37;
// cutFlowVectorCMS_550_200[3] = 14.13;
// cutFlowVectorCMS_550_200[4] = 11.98;
// cutFlowVectorCMS_550_200[5] = 10.95;
// cutFlowVectorCMS_550_200[6] = 9.92;
// cutFlowVectorCMS_550_200[7] = 8.04;
// cutFlowVectorCMS_550_200[8] = 5.62;
// cutFlowVectorCMS_550_200[9] = 5.41;
// cutFlowVectorCMS_550_200[10] = 4.96;
// cutFlowVectorCMS_550_200[11] = 3.59;
// cutFlowVectorCMS_550_200[12] = 1.94;
for (size_t j=0;j<NCUTS;j++){
if(
(j==0) ||
(j==1 && preselection) ||
(j==2 && preselection && (baselineMuons.size()+baselineElectrons.size())==2) ||
(j==3 && preselection && (baselineMuons.size()+baselineElectrons.size())==2 && mll>86. && mll<96.) ||
(j==4 && preselection && (baselineMuons.size()+baselineElectrons.size())==2 && mll>86. && mll<96. && (nSignalJets==2 || nSignalJets==3) && pT_j1>35.) ||
(j==5 && preselection && (baselineMuons.size()+baselineElectrons.size())==2 && mll>86. && mll<96. && (nSignalJets==2 || nSignalJets==3) && pT_j1>35. && deltaPhi_met_j0>0.4 && deltaPhi_met_j1>0.4) ||
(j==6 && preselection && (baselineMuons.size()+baselineElectrons.size())==2 && mll>86. && mll<96. && (nSignalJets==2 || nSignalJets==3) && pT_j1>35. && deltaPhi_met_j0>0.4 && deltaPhi_met_j1>0.4 && nSignalBJets==0) ||
(j==7 && preselection && (baselineMuons.size()+baselineElectrons.size())==2 && mll>86. && mll<96. && (nSignalJets==2 || nSignalJets==3) && pT_j1>35. && deltaPhi_met_j0>0.4 && deltaPhi_met_j1>0.4 && nSignalBJets==0 && mT2>80.) ||
(j==8 && preselection && (baselineMuons.size()+baselineElectrons.size())==2 && mll>86. && mll<96. && (nSignalJets==2 || nSignalJets==3) && pT_j1>35. && deltaPhi_met_j0>0.4 && deltaPhi_met_j1>0.4 && nSignalBJets==0 && mT2>80. && mjj<150.) ||
(j==9 && preselection && (baselineMuons.size()+baselineElectrons.size())==2 && mll>86. && mll<96. && (nSignalJets==2 || nSignalJets==3) && pT_j1>35. && deltaPhi_met_j0>0.4 && deltaPhi_met_j1>0.4 && nSignalBJets==0 && mT2>80. && mjj<150. && met>100.) ||
(j==10 && preselection && (baselineMuons.size()+baselineElectrons.size())==2 && mll>86. && mll<96. && (nSignalJets==2 || nSignalJets==3) && pT_j1>35. && deltaPhi_met_j0>0.4 && deltaPhi_met_j1>0.4 && nSignalBJets==0 && mT2>80. && mjj<150. && met>150.) ||
(j==11 && preselection && (baselineMuons.size()+baselineElectrons.size())==2 && mll>86. && mll<96. && (nSignalJets==2 || nSignalJets==3) && pT_j1>35. && deltaPhi_met_j0>0.4 && deltaPhi_met_j1>0.4 && nSignalBJets==0 && mT2>80. && mjj<150. && met>250.) ||
(j==12 && preselection && (baselineMuons.size()+baselineElectrons.size())==2 && mll>86. && mll<96. && (nSignalJets==2 || nSignalJets==3) && pT_j1>35. && deltaPhi_met_j0>0.4 && deltaPhi_met_j1>0.4 && nSignalBJets==0 && mT2>80. && mjj<150. && met>350.) )
cutFlowVector[j]++;
}
}
/// Combine the variables of another copy of this analysis (typically on another thread) into this one.
void combine(const Analysis* other)
{
const Analysis_CMS_13TeV_2OSLEP_confnote_36invfb* specificOther
= dynamic_cast<const Analysis_CMS_13TeV_2OSLEP_confnote_36invfb*>(other);
for (auto& pair : _counters) { pair.second += specificOther->_counters.at(pair.first); }
if (NCUTS != specificOther->NCUTS) NCUTS = specificOther->NCUTS;
for (size_t j = 0; j < NCUTS; j++) {
cutFlowVector[j] += specificOther->cutFlowVector[j];
cutFlowVector_str[j] = specificOther->cutFlowVector_str[j];
}
}
void collect_results() {
// string path = "ColliderBit/results/cutflow_";
// path.append(analysis_name());
// path.append(".txt");
// cutflowFile.open(path.c_str());
// cutflowFile<<"\\begin{table}[H] \n\\caption{$\\tilde{\\chi}_{1}^{\\pm}\\tilde{\\chi}_{2}^{0}$ decay via $W/Z, [\\tilde{\\chi}_{2}^{0}\\tilde{\\chi}_{1}^{\\pm},\\tilde{\\chi}_{1}^{0}]: [550,200] [GeV]$} \n\\makebox[\\linewidth]{ \n\\renewcommand{\\arraystretch}{0.4} \n\\begin{tabular}{c c c c c} \n\\hline"<<endl;
// cutflowFile<<"& CMS & GAMBIT & GAMBIT/CMS & $\\sigma$-corrected GAMBIT/CMS \\\\ \\hline"<<endl;
// cutflowFile<<"$\\sigma (pp\\to \\tilde{\\chi}_{1}^{\\pm}, \\tilde{\\chi}_{2}^{0})$ &"<<setprecision(4)<<xsecCMS_550_200<<" $fb$ &"<<setprecision(4)<<xsec()<<"$fb$ &"<<setprecision(4)<<xsec()/xsecCMS_550_200<<" & 1\\\\ \\hline"<<endl;
// cutflowFile<<"\\multicolumn{5}{c}{Expected events at 35.9 $fb^{-1}$} \\\\ \\hline"<<endl;
// for (size_t i=0; i<NCUTS; i++) {
// cutflowFile<<cutFlowVector_str[i]<<"&"<<setprecision(4)<<cutFlowVectorCMS_550_200[i]<<"&"<<setprecision(4)<<cutFlowVector[i]*xsec_per_event()*luminosity()<<"&"<<setprecision(4)<<cutFlowVector[i]*xsec_per_event()*luminosity()/cutFlowVectorCMS_550_200[i]<<"&"<<setprecision(4)<<(xsecCMS_550_200/xsec())*cutFlowVector[i]*xsec_per_event()*luminosity()/cutFlowVectorCMS_550_200[i]<<"\\\\"<< endl;
// }
// cutflowFile<<"\\hline \\multicolumn{5}{c}{Percentage (\\%)} \\\\ \\hline"<<endl;
// for (size_t i=0; i<NCUTS; i++) {
// cutflowFile<<cutFlowVector_str[i]<<"&"<<setprecision(4)<<cutFlowVectorCMS_550_200[i]*100./cutFlowVectorCMS_550_200[1]<<"&"<<setprecision(4)<<cutFlowVector[i]*100./cutFlowVector[1]<<"& - & -\\\\"<< endl;
// }
// cutflowFile<<"\\end{tabular} \n} \n\\end{table}"<<endl;
// cutflowFile.close();
// Only 7 of the 9 signal regions are included in the covariance matrix (SR1 and SR6 are left out)
add_result(SignalRegionData(_counters.at("SR2"), 57., {54.9, 7.}));
add_result(SignalRegionData(_counters.at("SR3"), 29., {21.6, 5.6}));
add_result(SignalRegionData(_counters.at("SR4"), 2., {6., 1.9}));
add_result(SignalRegionData(_counters.at("SR5"), 0., {2.5, 0.9}));
add_result(SignalRegionData(_counters.at("SR7"), 9., {7.6, 2.8}));
add_result(SignalRegionData(_counters.at("SR8"), 5., {5.6, 1.6}));
add_result(SignalRegionData(_counters.at("SR9"), 1., {1.3, 0.4}));
// Covariance matrix
static const vector< vector<double> > BKGCOV = {
{ 52.8, 12.7, 3.0, 1.2, 4.5, 5.1, 1.2 },
{ 12.7, 41.4, 3.6, 2.0, 2.5, 2.0, 0.7 },
{ 3.0, 3.6, 1.6, 0.6, 0.4, 0.3, 0.1},
{ 1.2, 2.0, 0.6, 1.1, 0.3, 0.1, 0.1},
{ 4.5, 2.5, 0.4, 0.3, 6.5, 1.8, 0.4},
{ 5.1, 2.0, 0.3, 0.1, 1.8, 2.4, 0.4},
{ 1.2, 0.7, 0.1, 0.1, 0.4, 0.4, 0.2},
};
set_covariance(BKGCOV);
}
double get_mjj(vector<const HEPUtils::Jet*> jets) {
double mjj=0;
double deltaPhi_min=999;
for (size_t iJet1=0;iJet1<jets.size();iJet1++) {
for (size_t iJet2=0;iJet2<jets.size();iJet2++) {
if (iJet1!=iJet2) {
double deltaPhi=fabs(jets.at(iJet1)->phi()-jets.at(iJet2)->phi());
if (deltaPhi<deltaPhi_min) {
mjj=(jets.at(iJet1)->mom()+jets.at(iJet2)->mom()).m();
deltaPhi_min=deltaPhi;
}
}
}
}
return mjj;
}
double get_mT2(vector<const HEPUtils::Particle*> leptons, vector<const HEPUtils::Jet*> bjets, HEPUtils::P4 met) {
double mT2=0;
if (bjets.size()<2) {
double pLep0[3] = {leptons.at(0)->mass(), leptons.at(0)->mom().px(), leptons.at(0)->mom().py()};
double pLep1[3] = {leptons.at(1)->mass(), leptons.at(1)->mom().px(), leptons.at(1)->mom().py()};
double pMiss[3] = {0., met.px(), met.py() };
double mn = 0.;
mt2_bisect::mt2 mt2_calc;
mt2_calc.set_momenta(pLep0,pLep1,pMiss);
mt2_calc.set_mn(mn);
mT2 = mt2_calc.get_mt2();
}
if (bjets.size()>1) {
mT2=999;
for (size_t iJet=0;iJet<bjets.size();iJet++) {
for (size_t iLep=0;iLep<leptons.size();iLep++) {
double pLep[3] = {leptons.at(iLep)->mass(), leptons.at(iLep)->mom().px(), leptons.at(iLep)->mom().py()};
double pJet[3] = {bjets.at(iJet)->mass(), bjets.at(iJet)->mom().px(), bjets.at(iJet)->mom().py()};
double pMiss[3] = {0., met.px(), met.py() };
double mn = 0.;
mt2_bisect::mt2 mt2_calc;
mt2_calc.set_momenta(pLep,pJet,pMiss);
mt2_calc.set_mn(mn);
double mT2_temp = mt2_calc.get_mt2();
if (mT2_temp<mT2)mT2=mT2_temp;
}
}
}
return mT2;
}
protected:
void analysis_specific_reset() {
for (auto& pair : _counters) { pair.second.reset(); }
std::fill(cutFlowVector.begin(), cutFlowVector.end(), 0);
}
};
// Factory fn
DEFINE_ANALYSIS_FACTORY(CMS_13TeV_2OSLEP_confnote_36invfb)
}
}
Updated on 2023-06-26 at 21:36:56 +0000