| 20 |
|
using namespace std; |
| 21 |
|
|
| 22 |
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//define the constants: 2.88/pb |
| 23 |
< |
const double weight_[3] = {0.0524313, //QCD |
| 24 |
< |
0.0091395, //WJets |
| 25 |
< |
0.000306 //TTbar |
| 23 |
> |
const Double_t weight_[5] = {0.0524313, //QCD |
| 24 |
> |
0.0089567, //WJets |
| 25 |
> |
0.000306, //TTbar |
| 26 |
> |
0.0080911, //ZJets |
| 27 |
> |
0.000114 //STtch |
| 28 |
|
}; |
| 29 |
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const Double_t procQCD = 1.46; |
| 30 |
< |
const Double_t procWjets = 1.03; |
| 31 |
< |
const Double_t procttjets = 1.0; |
| 30 |
> |
const Double_t procWJets = 1.03; |
| 31 |
> |
const Double_t procTTbar = 1.; |
| 32 |
> |
const Double_t procZJets = 1.; |
| 33 |
> |
const Double_t procSTtch = 1.; |
| 34 |
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|
| 35 |
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// Output directory |
| 36 |
< |
TString baseDir = "Results_2.88pb-1/"; |
| 36 |
> |
TString baseDir = "Results_2.88pb-1_NEW/"; |
| 37 |
|
// User defined parameters |
| 38 |
< |
bool useInv = true; // whether to use n-1 QCD template |
| 38 |
> |
bool useInv = false; // whether to use n-1 QCD template |
| 39 |
|
bool realData = false; |
| 40 |
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// Ntuples to use |
| 41 |
< |
TString suffix = "Sel4"; // Suffix of selection |
| 41 |
> |
TString suffix = "Sel0"; // Suffix of selection |
| 42 |
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TString invNames[2] = {"RelIsogt0p1","D0gt0p02"}; |
| 43 |
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map<TString,TCanvas*> cvs; // map of usual histogram |
| 44 |
+ |
bool debug_ = false; |
| 45 |
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|
| 46 |
|
//================================= |
| 47 |
|
// Main program |
| 80 |
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ofstream outprint(TString(desDir+"Results_"+suffix+".txt")); |
| 81 |
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//open the files with histograms |
| 82 |
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map<string,TFile*> mfile; |
| 83 |
+ |
mfile.clear(); |
| 84 |
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mfile["Data"] = TFile::Open(TString("skimmed_Data_2.88pb-1/Data_"+suffix+".root")); |
| 85 |
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// n-1 cuts |
| 86 |
|
if (useInv) { |
| 93 |
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mfile["0"] = TFile::Open(TString("skimmed_MC/v5/QCD_"+suffix+".root")); |
| 94 |
|
mfile["1"] = TFile::Open(TString("skimmed_MC/v5/WJets_"+suffix+".root")); |
| 95 |
|
mfile["2"] = TFile::Open(TString("skimmed_MC/v5/TTbar_"+suffix+".root")); |
| 96 |
+ |
mfile["3"] = TFile::Open(TString("skimmed_MC/v5/ZJets_"+suffix+".root")); |
| 97 |
+ |
mfile["4"] = TFile::Open(TString("skimmed_MC/v5/STtch_"+suffix+".root")); |
| 98 |
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|
| 99 |
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//define histograms and related parameters |
| 100 |
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string histoName[3] = {"h_mu_pt_calo","h_met_calo","h_mt_calo"}; |
| 102 |
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Int_t xbins[3] = {20,20,40}; |
| 103 |
|
Double_t xlow[3] = {0.,0.,0.}; |
| 104 |
|
Double_t xhigh[3] = {100.,100.,200.}; |
| 105 |
< |
string sample[3] = {"QCD","Wjets","ttjets"}; |
| 105 |
> |
string sample[5] = {"QCD","WJets","TTbar","ZJets","STtch"}; |
| 106 |
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|
| 107 |
< |
TH1F* h_[9]; |
| 108 |
< |
TH1F* mixh_[3]; |
| 109 |
< |
TH1F* hQCD_NEW[3]; |
| 107 |
> |
TH1F* hMC_[5][3]; // MC histograms |
| 108 |
> |
TH1F* hData_[3]; // Data or mix MC |
| 109 |
> |
TH1F* hQCD_NEW[3]; // InvSel QCD shape |
| 110 |
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TH1F* hKSres_[3]; |
| 111 |
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TH1F* hKSvalues_[3]; |
| 112 |
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TH1F* hQCD_KS[3]; |
| 113 |
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TH1F* hWJets_KS[3]; |
| 114 |
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|
| 115 |
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//load the histograms from the root files |
| 116 |
< |
for (int i = 0; i < 3; i++) {// 3 variables |
| 117 |
< |
//cout << "file[" << i << "] : " << endl; |
| 118 |
< |
string nameNewHisto = "mix_"+histoName[i]; |
| 119 |
< |
string nameNewHistoSFKS = "finalSF_"+histoName[i]; |
| 120 |
< |
string nameNewHistoKSvalues = "KSvalues_"+histoLabelX[i]; |
| 121 |
< |
|
| 122 |
< |
mixh_[i] = new TH1F(nameNewHisto.c_str(),"",xbins[i],xlow[i],xhigh[i]); |
| 123 |
< |
hKSres_[i] = new TH1F(nameNewHistoSFKS.c_str(),"",xbins[i],xlow[i],xhigh[i]); |
| 124 |
< |
hKSvalues_[i] = new TH1F(nameNewHistoKSvalues.c_str(),"",2./stepsize, stepsize, 2.+stepsize); |
| 116 |
> |
for (int vi = 0; vi < 3; ++vi) {// 3 variables |
| 117 |
> |
//cout << "file[" << vi << "] : " << endl; |
| 118 |
> |
string nameNewHisto = "mix_"+histoName[vi]; |
| 119 |
> |
string nameNewHistoSFKS = "finalSF_"+histoName[vi]; |
| 120 |
> |
string nameNewHistoKSvalues = "KSvalues_"+histoLabelX[vi]; |
| 121 |
> |
|
| 122 |
> |
hData_[vi] = new TH1F(nameNewHisto.c_str(),"",xbins[vi],xlow[vi],xhigh[vi]); |
| 123 |
> |
hKSres_[vi] = new TH1F(nameNewHistoSFKS.c_str(),"",xbins[vi],xlow[vi],xhigh[vi]); |
| 124 |
> |
hKSvalues_[vi] = new TH1F(nameNewHistoKSvalues.c_str(),"",2./stepsize, stepsize, 2.+stepsize); |
| 125 |
> |
|
| 126 |
> |
ostringstream ssc; |
| 127 |
> |
ssc << vi; |
| 128 |
|
|
| 129 |
|
if (!useInv) {//use QCD MC sample |
| 130 |
< |
hQCD_NEW[i] = (TH1F*) mfile["0"]->Get(TString(histoName[i]))->Clone(); |
| 131 |
< |
hQCD_NEW[i] -> Scale(weight_[0]); |
| 132 |
< |
hQCD_NEW[i] -> SetName((histoName[i]).c_str()); |
| 130 |
> |
hQCD_NEW[vi] = (TH1F*) mfile["0"]->Get(TString(histoName[vi]))->Clone(); |
| 131 |
> |
hQCD_NEW[vi] -> Scale(weight_[0]); |
| 132 |
> |
hQCD_NEW[vi] -> SetName(TString("InvSel_"+histoName[vi]+"_"+ssc.str())); |
| 133 |
|
} |
| 134 |
|
else { |
| 135 |
< |
hQCD_NEW[i] = (TH1F*) mfile["InvSel"]->Get(TString(histoName[i])); |
| 136 |
< |
if (!realData) hQCD_NEW[i] -> Scale(weight_[0]); |
| 137 |
< |
hQCD_NEW[i] -> SetName((histoName[i]).c_str()); |
| 135 |
> |
hQCD_NEW[vi] = (TH1F*) mfile["InvSel"]->Get(TString(histoName[vi]))->Clone(); |
| 136 |
> |
if (!realData) hQCD_NEW[vi] -> Scale(weight_[0]); |
| 137 |
> |
hQCD_NEW[vi] -> SetName(TString("InvSel_"+histoName[vi]+"_"+ssc.str())); |
| 138 |
|
} |
| 139 |
+ |
if (debug_) cout << "hQCD_NEW[" << vi << "] @ " << hQCD_NEW[vi] << endl; |
| 140 |
|
|
| 141 |
< |
mixh_[i] -> Sumw2(); |
| 142 |
< |
hKSres_[i] -> Sumw2(); |
| 143 |
< |
hKSvalues_[i] -> Sumw2(); |
| 141 |
> |
hData_[vi] -> Sumw2(); |
| 142 |
> |
hKSres_[vi] -> Sumw2(); |
| 143 |
> |
hKSvalues_[vi] -> Sumw2(); |
| 144 |
|
} |
| 145 |
|
|
| 146 |
< |
for (int n = 0; n < 3; ++n) {// 3 MC samples |
| 146 |
> |
for (int n = 0; n < 5; ++n) {// 3 MC samples |
| 147 |
|
for (int ihisto = 0; ihisto < 3; ihisto++) {// 3 variables |
| 148 |
|
//cout << "Variable[" << ihisto << "]" << endl; |
| 149 |
|
string histo_name = histoName[ihisto]+sample[n]; |
| 150 |
|
ostringstream ss; |
| 151 |
|
ss << n; |
| 152 |
< |
h_[n*3+ihisto] = (TH1F*) mfile[ss.str()]->Get(TString(histoName[ihisto]))->Clone(); |
| 153 |
< |
h_[n*3+ihisto] -> Scale(weight_[n]); |
| 154 |
< |
h_[n*3+ihisto] -> SetName(histo_name.c_str()); |
| 152 |
> |
hMC_[n][ihisto] = (TH1F*) mfile[ss.str()]->Get(TString(histoName[ihisto]))->Clone(); |
| 153 |
> |
if (debug_) { |
| 154 |
> |
cout << "File[" << n << "] @" << mfile[ss.str()] |
| 155 |
> |
<< "; histo[" << ihisto << "] @ " << mfile[ss.str()]->Get(TString(histoName[ihisto])) |
| 156 |
> |
<<"; hMC_[" << n << "][" << ihisto << "] raw evts = " |
| 157 |
> |
<< setw(12) << hMC_[n][ihisto]->Integral(); |
| 158 |
> |
} |
| 159 |
> |
hMC_[n][ihisto] -> Scale(weight_[n]); |
| 160 |
> |
hMC_[n][ihisto] -> SetName(TString("MC_"+sample[n]+"_"+histoName[ihisto])); |
| 161 |
> |
if (debug_) cout << "; weighted num evts = " << setw(8) << hMC_[n][ihisto]->Integral() << endl; |
| 162 |
|
} |
| 163 |
|
} |
| 164 |
|
|
| 173 |
|
for (int i = 0; i < 3; i++) { |
| 174 |
|
cvs[cvsName0]->cd(i+1); |
| 175 |
|
if (!realData) { |
| 176 |
< |
mixh_[i] -> Add(h_[i],h_[i+3], procQCD,procWjets); |
| 177 |
< |
//mixh_[i] -> Add(mixh_[i],h_[i+6], 1,procttjets); |
| 178 |
< |
//cout << "histo_name: " << mixh_[0]->GetNbinsX() << endl; |
| 176 |
> |
hData_[i] -> Add(hMC_[0][i],hMC_[1][i], procQCD,procWJets); |
| 177 |
> |
hData_[i] -> Add(hMC_[2][i], procTTbar); |
| 178 |
> |
hData_[i] -> Add(hMC_[3][i], procZJets); |
| 179 |
> |
hData_[i] -> Add(hMC_[4][i], procSTtch); |
| 180 |
|
} |
| 181 |
|
else { |
| 182 |
|
TH1F *htmp = (TH1F*) mfile["Data"]->Get(TString(histoName[i])); |
| 183 |
< |
mixh_[i] -> Add(htmp,1.); |
| 183 |
> |
hData_[i] -> Add(htmp,1.); |
| 184 |
|
} |
| 185 |
< |
mixh_[i]->GetXaxis()->SetTitle(histoLabelX[i].c_str()); |
| 186 |
< |
mixh_[i]->GetYaxis()->SetTitle("Entries"); |
| 187 |
< |
mixh_[i]->DrawClone(); |
| 185 |
> |
hData_[i]->GetXaxis()->SetTitle(histoLabelX[i].c_str()); |
| 186 |
> |
hData_[i]->GetYaxis()->SetTitle("Entries"); |
| 187 |
> |
hData_[i]->DrawClone(); |
| 188 |
|
} |
| 189 |
|
cvs[cvsName0]->SaveAs(TString(desDir+"Data_distributions.pdf")); |
| 190 |
|
|
| 191 |
< |
//define the weight corrections for each sample |
| 192 |
< |
double NevData = mixh_[2]->Integral(); |
| 193 |
< |
double corr_NevQCD = h_[2]->Integral(); |
| 191 |
> |
//Calculate num of events for each sample |
| 192 |
> |
vector<double> vNev_; |
| 193 |
> |
|
| 194 |
> |
double NevData = hData_[2]->Integral(); |
| 195 |
> |
double corr_NevQCD = hMC_[0][2]->Integral(); |
| 196 |
|
double corr_NevQCD_NEW = hQCD_NEW[2]->Integral(); |
| 197 |
< |
double corr_NevWjets = h_[5]->Integral(); |
| 198 |
< |
double corr_Nevttjets = h_[8]->Integral(); |
| 199 |
< |
double corr_Nevmix = procQCD*corr_NevQCD+procWjets*corr_NevWjets; |
| 200 |
< |
//double corr_Nevmix = procQCD*corr_NevQCD+procWjets*corr_NevWjets+procttjets*corr_Nevttjets; |
| 201 |
< |
if (!realData) |
| 202 |
< |
outprint << "Events mix sample = " << corr_Nevmix << endl; |
| 203 |
< |
else |
| 204 |
< |
outprint << "Events in Data = " << NevData << endl; |
| 197 |
> |
double corr_NevWJets = hMC_[1][2]->Integral(); |
| 198 |
> |
double corr_NevTTbar = hMC_[2][2]->Integral(); |
| 199 |
> |
double corr_NevZJets = hMC_[3][2]->Integral(); |
| 200 |
> |
double corr_NevSTtch = hMC_[4][2]->Integral(); |
| 201 |
> |
cout << "corr_NevSTtch = " << corr_NevSTtch << endl; |
| 202 |
> |
// double corr_Nevmix = procQCD*corr_NevQCD + procWJets*corr_NevWJets |
| 203 |
> |
// + procTTbar*corr_NevTTbar+procZJets*corr_NevZJets + procSTtch*corr_NevSTtch;//should equal NevData for MC |
| 204 |
> |
// store nev in a vector |
| 205 |
> |
vNev_.push_back(NevData); |
| 206 |
> |
vNev_.push_back((useInv ? corr_NevQCD_NEW : corr_NevQCD)); |
| 207 |
> |
vNev_.push_back(corr_NevWJets); |
| 208 |
> |
|
| 209 |
> |
// Non WJets (use MC expected values): |
| 210 |
> |
if (procTTbar > 0.) vNev_.push_back(corr_NevTTbar*procTTbar); |
| 211 |
> |
if (procZJets > 0.) vNev_.push_back(corr_NevZJets*procZJets); |
| 212 |
> |
if (procSTtch > 0.) vNev_.push_back(corr_NevSTtch*procSTtch); |
| 213 |
> |
|
| 214 |
> |
outprint << "Events in Data = " << NevData << endl; |
| 215 |
|
outprint << "Events QCD sample = " << corr_NevQCD << endl; |
| 184 |
– |
outprint << "Events Wjets sample = " << corr_NevWjets << endl; |
| 216 |
|
outprint << "Events InvSel sample = " << corr_NevQCD_NEW << endl; |
| 217 |
+ |
outprint << "---------------------------" << endl; |
| 218 |
+ |
outprint << "Events WJets sample = " << corr_NevWJets << endl; |
| 219 |
+ |
outprint << "Events TTbar sample = " << corr_NevTTbar << endl; |
| 220 |
+ |
outprint << "Events ZJets sample = " << corr_NevZJets << endl; |
| 221 |
+ |
outprint << "Events STtch sample = " << corr_NevSTtch << endl; |
| 222 |
|
|
| 223 |
|
//define the containers for chosen numbers (coressponding to the max KStest result) |
| 224 |
|
testMC maxProb[3]; |
| 232 |
|
|
| 233 |
|
//do the KS test by varying the scale factors |
| 234 |
|
for (int i = 0; i < 3; i++) { // 3 variables |
| 235 |
< |
TH1F *data = (TH1F*)mixh_[i]->Clone(); |
| 235 |
> |
TH1F *data = (TH1F*)hData_[i]->Clone("data"); |
| 236 |
|
data -> SetName("dataClone"); |
| 237 |
+ |
map<string,TH1F*> mHisto_; |
| 238 |
+ |
mHisto_.clear(); |
| 239 |
+ |
mHisto_["Data"] = data; |
| 240 |
+ |
mHisto_["QCD"] = (useInv ? (TH1F*)hQCD_NEW[i]->Clone() : (TH1F*)hMC_[0][i]->Clone()); |
| 241 |
+ |
mHisto_["WJets"] = (TH1F*)hMC_[1][i]->Clone();//WJets |
| 242 |
+ |
if (procTTbar > 0.) mHisto_["TTbar"] = (TH1F*)hMC_[2][i]->Clone();//TTbar |
| 243 |
+ |
if (procZJets > 0.) mHisto_["ZJets"] = (TH1F*)hMC_[3][i]->Clone();//ZJets |
| 244 |
+ |
if (procSTtch > 0.) mHisto_["STtch"] = (TH1F*)hMC_[4][i]->Clone();//STtch |
| 245 |
+ |
|
| 246 |
|
//data -> Scale(1./data->Integral()); |
| 247 |
< |
vector<testMC> resultsKS = doKStest((realData ? NevData : corr_Nevmix), |
| 203 |
< |
(useInv ? corr_NevQCD_NEW : corr_NevQCD), |
| 204 |
< |
corr_NevWjets, |
| 205 |
< |
data, hQCD_NEW[i], h_[i+3]); |
| 247 |
> |
vector<testMC> resultsKS = doKStest(vNev_,mHisto_); |
| 248 |
|
testMC tksmax = getMax(resultsKS); |
| 249 |
|
maxProb[i] = tksmax; |
| 250 |
|
outprint << "\nFor the plot " << histoLabelX[i] << " the results are:"<< endl; |
| 253 |
|
outprint << "\tproc_sample = " << maxProb[i].scaleF_sample << endl; |
| 254 |
|
|
| 255 |
|
outprint << "\n\tpercent_B of Data = " |
| 256 |
< |
<< maxProb[i].scaleF_backg*corr_NevQCD_NEW*100/(realData ? NevData : corr_Nevmix) << endl; |
| 256 |
> |
<< maxProb[i].scaleF_backg*corr_NevQCD_NEW*100/NevData << endl; |
| 257 |
|
outprint << "\tpercent_S of Data = " |
| 258 |
< |
<< maxProb[i].scaleF_sample*corr_NevWjets*100/(realData ? NevData : corr_Nevmix) << endl; |
| 258 |
> |
<< maxProb[i].scaleF_sample*corr_NevWJets*100/NevData << endl; |
| 259 |
|
outprint << "---------------------------" << endl; |
| 260 |
|
|
| 261 |
|
//create the mixed samples with KS test results |
| 264 |
|
allKS += maxProb[i].prob; |
| 265 |
|
|
| 266 |
|
//fill a histogram with the results from the KS test for each variable |
| 267 |
< |
for (int jiter = 0; jiter < resultsKS.size(); jiter++) { |
| 267 |
> |
for (unsigned int jiter = 0; jiter < resultsKS.size(); jiter++) { |
| 268 |
|
if (resultsKS.at(jiter).prob == 1.) |
| 269 |
|
cout << "variable [" << i << "]: prob[" << jiter << "]= " << resultsKS.at(jiter).prob << endl; |
| 270 |
|
hKSvalues_[i]->SetBinContent(jiter,resultsKS.at(jiter).prob); |
| 278 |
|
outprint << "allKS = " << allKS << "\tbackground = " << SFbackg << "\tsample = " << SFsample << endl; |
| 279 |
|
outprint << "==> Scale Factor for QCD MC = " << SFbackg*corr_NevQCD_NEW/corr_NevQCD << endl; |
| 280 |
|
outprint << "\tcombined percent_B of Data = " |
| 281 |
< |
<< SFbackg*corr_NevQCD_NEW*100/(realData ? NevData : corr_Nevmix) << endl; |
| 281 |
> |
<< SFbackg*corr_NevQCD_NEW*100/NevData << endl; |
| 282 |
|
outprint << "\tcombined percent_S of Data = " |
| 283 |
< |
<< SFsample*corr_NevWjets*100/(realData ? NevData : corr_Nevmix) << endl; |
| 283 |
> |
<< SFsample*corr_NevWJets*100/NevData << endl; |
| 284 |
|
outprint << "\n" << endl; |
| 285 |
|
outprint << "=================================" << endl; |
| 286 |
|
outprint << "\n" << endl; |
| 290 |
|
// Plots |
| 291 |
|
//================================= |
| 292 |
|
for (int i = 0; i < 3; i++) {// 3 variables |
| 293 |
< |
hKSres_[i] -> Add(hQCD_NEW[i],h_[i+3],SFbackg,SFsample); |
| 293 |
> |
hKSres_[i] -> Add((TH1F*)hQCD_NEW[i]->Clone(),(TH1F*)hMC_[1][i]->Clone(),SFbackg,SFsample); |
| 294 |
> |
hKSres_[i] -> Add((TH1F*)hMC_[2][i]->Clone(),procTTbar); |
| 295 |
> |
hKSres_[i] -> Add((TH1F*)hMC_[3][i]->Clone(),procZJets); |
| 296 |
> |
hKSres_[i] -> Add((TH1F*)hMC_[4][i]->Clone(),procSTtch); |
| 297 |
> |
|
| 298 |
|
outprint << "hKSres->Integral() = " << hKSres_[i]->Integral() << endl; |
| 299 |
< |
outprint << "Data->Integral() = " << mixh_[i]->Integral() << endl; |
| 299 |
> |
outprint << "Data->Integral() = " << hData_[i]->Integral() << endl; |
| 300 |
|
|
| 301 |
< |
mixh_[i]->Rebin(2); |
| 301 |
> |
hData_[i]->Rebin(2); |
| 302 |
|
hQCD_NEW[i]->Rebin(2); |
| 303 |
< |
h_[i]->Rebin(2); |
| 304 |
< |
h_[i+3]->Rebin(2); |
| 303 |
> |
hMC_[0][i]->Rebin(2); |
| 304 |
> |
hMC_[1][i]->Rebin(2); |
| 305 |
|
hKSres_[i]->Rebin(2); |
| 306 |
|
//hKSvalues_[i]->Rebin(2); |
| 307 |
|
|
| 312 |
|
hQCD_KS[i]->SetFillColor(style.QCDColor); |
| 313 |
|
hQCD_KS[i]->SetFillStyle(style.QCDFill); |
| 314 |
|
|
| 315 |
< |
hWJets_KS[i] = (TH1F*) h_[i+3]->Clone(); |
| 315 |
> |
hWJets_KS[i] = (TH1F*) hMC_[1][i]->Clone(); |
| 316 |
|
hWJets_KS[i]->Scale(SFsample); |
| 317 |
|
hWJets_KS[i]->SetLineColor(style.WJetsColor); |
| 318 |
|
hWJets_KS[i]->SetFillColor(style.WJetsColor); |
| 319 |
|
hWJets_KS[i]->SetFillStyle(style.WJetsFill); |
| 320 |
|
|
| 321 |
+ |
if (procTTbar > 0.) { |
| 322 |
+ |
hMC_[2][i]->Rebin(2); |
| 323 |
+ |
hMC_[2][i]->SetLineColor(style.TtbarColor); |
| 324 |
+ |
hMC_[2][i]->SetFillColor(style.TtbarColor); |
| 325 |
+ |
hMC_[2][i]->SetFillStyle(style.TtbarFill); |
| 326 |
+ |
} |
| 327 |
+ |
if (procZJets > 0.) { |
| 328 |
+ |
hMC_[3][i]->Rebin(2); |
| 329 |
+ |
hMC_[3][i]->SetLineColor(style.DYZJetsColor); |
| 330 |
+ |
hMC_[3][i]->SetFillColor(style.DYZJetsColor); |
| 331 |
+ |
hMC_[3][i]->SetFillStyle(style.DYZJetsFill); |
| 332 |
+ |
} |
| 333 |
+ |
if (procSTtch > 0.) { |
| 334 |
+ |
hMC_[4][i]->Rebin(2); |
| 335 |
+ |
hMC_[4][i]->SetLineColor(style.ST_t_sColor); |
| 336 |
+ |
hMC_[4][i]->SetFillColor(style.ST_t_sColor); |
| 337 |
+ |
hMC_[4][i]->SetFillStyle(style.ST_t_sFill); |
| 338 |
+ |
} |
| 339 |
|
THStack *hst = new THStack(invName,invName); |
| 340 |
< |
hst->Add(hQCD_KS[i]); |
| 341 |
< |
hst->Add(hWJets_KS[i]); |
| 340 |
> |
hst->Add((TH1F*)hQCD_KS[i]->Clone()); |
| 341 |
> |
if (procSTtch > 0) hst->Add((TH1F*)hMC_[4][i]->Clone()); |
| 342 |
> |
if (procZJets > 0) hst->Add((TH1F*)hMC_[3][i]->Clone()); |
| 343 |
> |
hst->Add((TH1F*)hWJets_KS[i]->Clone()); |
| 344 |
> |
if (procTTbar > 0) hst->Add((TH1F*)hMC_[2][i]->Clone()); |
| 345 |
|
|
| 346 |
|
// Set plotting parameters |
| 347 |
< |
mixh_[i] ->SetLineColor(1); |
| 347 |
> |
hData_[i] ->SetLineColor(1); |
| 348 |
|
hQCD_NEW[i] ->SetLineColor(2); |
| 349 |
< |
h_[i] ->SetLineColor(4); |
| 350 |
< |
h_[i+3] ->SetLineColor(3); |
| 349 |
> |
hMC_[0][i] ->SetLineColor(4); |
| 350 |
> |
hMC_[1][i] ->SetLineColor(3); |
| 351 |
|
hKSres_[i] ->SetLineColor(2); |
| 352 |
|
hKSvalues_[i]->SetLineColor(i+1); |
| 353 |
|
|
| 354 |
< |
mixh_[i] ->SetMarkerColor(1); |
| 354 |
> |
hData_[i] ->SetMarkerColor(1); |
| 355 |
|
hQCD_NEW[i] ->SetMarkerColor(2); |
| 356 |
< |
h_[i] ->SetMarkerColor(4); |
| 357 |
< |
h_[i+3] ->SetMarkerColor(3); |
| 356 |
> |
hMC_[0][i] ->SetMarkerColor(4); |
| 357 |
> |
hMC_[1][i] ->SetMarkerColor(3); |
| 358 |
|
hKSres_[i] ->SetMarkerColor(2); |
| 359 |
|
hKSvalues_[i]->SetMarkerColor(i+1); |
| 360 |
|
|
| 361 |
< |
mixh_[i] ->SetMarkerStyle(24); |
| 361 |
> |
hData_[i] ->SetMarkerStyle(24); |
| 362 |
|
hQCD_NEW[i] ->SetMarkerStyle(20); |
| 363 |
< |
h_[i] ->SetMarkerStyle(20); |
| 364 |
< |
h_[i+3] ->SetMarkerStyle(20); |
| 363 |
> |
hMC_[0][i] ->SetMarkerStyle(20); |
| 364 |
> |
hMC_[1][i] ->SetMarkerStyle(20); |
| 365 |
|
hKSres_[i] ->SetMarkerStyle(20); |
| 366 |
|
hKSvalues_[i]->SetMarkerStyle(20); |
| 367 |
|
|
| 368 |
< |
mixh_[i] ->SetMarkerSize(1.4); |
| 368 |
> |
hData_[i] ->SetMarkerSize(1.4); |
| 369 |
|
hQCD_NEW[i] ->SetMarkerSize(1.1); |
| 370 |
< |
h_[i] ->SetMarkerSize(1.1); |
| 371 |
< |
h_[i+3] ->SetMarkerSize(1.1); |
| 370 |
> |
hMC_[0][i] ->SetMarkerSize(1.1); |
| 371 |
> |
hMC_[1][i] ->SetMarkerSize(1.1); |
| 372 |
|
hKSres_[i] ->SetMarkerSize(0.9); |
| 373 |
|
hKSvalues_[i]->SetMarkerSize(1.1); |
| 374 |
|
|
| 375 |
< |
mixh_[i] ->SetStats(0); |
| 375 |
> |
hData_[i] ->SetStats(0); |
| 376 |
|
hQCD_NEW[i] ->SetStats(0); |
| 377 |
< |
h_[i] ->SetStats(0); |
| 378 |
< |
h_[i+3] ->SetStats(0); |
| 377 |
> |
hMC_[0][i] ->SetStats(0); |
| 378 |
> |
hMC_[1][i] ->SetStats(0); |
| 379 |
|
hKSres_[i] ->SetStats(0); |
| 380 |
|
hKSvalues_[i]->SetStats(0); |
| 381 |
|
hQCD_KS[i] ->SetStats(0); |
| 385 |
|
hKSres_[i]->GetYaxis()->SetTitle("Entries"); |
| 386 |
|
hKSvalues_[i]->GetXaxis()->SetTitle("iteration #"); |
| 387 |
|
hKSvalues_[i]->GetYaxis()->SetTitle("KS test values"); |
| 388 |
< |
h_[i]->GetXaxis()->SetTitle(histoLabelX[i].c_str()); |
| 389 |
< |
h_[i]->GetYaxis()->SetTitle("A.U."); |
| 388 |
> |
hMC_[0][i]->GetXaxis()->SetTitle(histoLabelX[i].c_str()); |
| 389 |
> |
hMC_[0][i]->GetYaxis()->SetTitle("A.U."); |
| 390 |
> |
|
| 391 |
|
|
| 392 |
|
TString nameCanvas1 = desDir+histoName[i]+"_QCD_"+suffix+".pdf"; |
| 393 |
|
TString cvsName1 = histoName[i]+"_QCD"; |
| 394 |
|
if(useInv) cvsName1 = cvsName1 + "_" + invName; |
| 395 |
|
cvs[cvsName1] = new TCanvas(cvsName1,"",600,700); |
| 396 |
|
hQCD_NEW[i] -> Scale(1./hQCD_NEW[i]->Integral()); |
| 397 |
< |
h_[i] -> Scale(1./h_[i]->Integral()); |
| 398 |
< |
h_[i+3] -> Scale(1./h_[i+3]->Integral()); |
| 397 |
> |
hMC_[0][i] -> Scale(1./hMC_[0][i]->Integral()); |
| 398 |
> |
hMC_[1][i] -> Scale(1./hMC_[1][i]->Integral()); |
| 399 |
|
outprint << "For " << histoName[i] << " , the KStest result btw MC_QCD/InvSel is = " |
| 400 |
< |
<< h_[i] -> KolmogorovTest(hQCD_NEW[i],"") << endl; |
| 401 |
< |
h_[i]->Draw("P"); |
| 400 |
> |
<< hMC_[0][i] -> KolmogorovTest(hQCD_NEW[i],"") << endl; |
| 401 |
> |
hMC_[0][i]->DrawCopy("P"); |
| 402 |
> |
if (useInv) |
| 403 |
> |
hQCD_NEW[i]->DrawCopy("sameP"); |
| 404 |
> |
hMC_[1][i]->DrawCopy("sameP"); |
| 405 |
> |
TLegend *legend1 = new TLegend(0.7, 0.65, 0.9, 0.85); |
| 406 |
> |
legend1->AddEntry(hMC_[0][i], "QCD"); |
| 407 |
|
if (useInv) |
| 335 |
– |
hQCD_NEW[i]->Draw("sameP"); |
| 336 |
– |
h_[i+3]->Draw("sameP"); |
| 337 |
– |
TLegend *legend1 = new TLegend(0.7, 0.70, 0.9, 0.85); |
| 338 |
– |
legend1->AddEntry(h_[i], "QCD"); |
| 339 |
– |
if (useInv) |
| 408 |
|
legend1->AddEntry(hQCD_NEW[i], "QCD - InvSel"); |
| 409 |
< |
legend1->AddEntry(h_[i+3], "W+jets"); |
| 409 |
> |
legend1->AddEntry(hMC_[1][i], style.WJetsText); |
| 410 |
|
legend1->Draw(); |
| 411 |
|
legend1->SetFillColor(kWhite); |
| 412 |
|
//latex->DrawLatex(0.22,0.91,histoName[i].c_str()); |
| 413 |
|
//cvs[cvsName1]->SetLogy(); |
| 414 |
|
cvs[cvsName1]->SaveAs(nameCanvas1); |
| 415 |
|
|
| 416 |
+ |
|
| 417 |
|
TString nameCanvas2 = desDir+histoName[i]+"_dataKS_"+suffix+".pdf"; |
| 418 |
|
TString cvsName2 = histoName[i]+"_dataKS"; |
| 419 |
|
if(useInv) cvsName2 = cvsName2 + "_" + invName; |
| 420 |
|
cvs[cvsName2] = new TCanvas(cvsName2,"",600,700); |
| 421 |
|
hst->Draw("hist"); |
| 422 |
|
hKSres_[i]->Draw("sameP"); |
| 423 |
< |
mixh_[i]->Draw("sameP"); |
| 423 |
> |
hData_[i]->Draw("sameP"); |
| 424 |
|
|
| 425 |
< |
TLegend *legend2 = new TLegend(0.7, 0.70, 0.9, 0.85); |
| 426 |
< |
legend2->AddEntry(mixh_[i], "Data"); |
| 425 |
> |
TLegend *legend2 = new TLegend(0.7, 0.65, 0.9, 0.85); |
| 426 |
> |
legend2->AddEntry(hData_[i], "Data"); |
| 427 |
|
legend2->AddEntry(hKSres_[i], "KS result"); |
| 428 |
+ |
if (procTTbar > 0.) legend2->AddEntry(hMC_[2][i], style.TtbarText); |
| 429 |
|
legend2->AddEntry(hWJets_KS[i], style.WJetsText); |
| 430 |
+ |
if (procZJets > 0.) legend2->AddEntry(hMC_[3][i], style.DYZJetsText); |
| 431 |
+ |
if (procSTtch > 0.) legend2->AddEntry(hMC_[4][i], style.ST_t_sText); |
| 432 |
|
legend2->AddEntry(hQCD_KS[i], style.QCDText); |
| 433 |
|
legend2->Draw(); |
| 434 |
|
legend2->SetFillColor(kWhite); |
| 435 |
|
//latex->DrawLatex(0.22,0.91,histoName[i].c_str()); |
| 436 |
|
//cvs[cvsName2]->SetLogy(); |
| 437 |
|
cvs[cvsName2]->SaveAs(nameCanvas2); |
| 438 |
+ |
|
| 439 |
|
} |
| 440 |
|
|
| 441 |
|
TString cvsName3 = "KStestValues"; |
| 442 |
|
if(useInv) cvsName3 = cvsName3 + "_" + invName; |
| 443 |
|
cvs[cvsName3] = new TCanvas(cvsName3,"",600,700); |
| 444 |
< |
//hKSvalues_[0]->GetXaxis()->SetRangeUser(0.9,1.2); |
| 444 |
> |
if (!realData) hKSvalues_[0]->GetXaxis()->SetRangeUser(0.9,1.2); |
| 445 |
|
hKSvalues_[0]->GetYaxis()->SetRangeUser(1e-36,1.2); |
| 446 |
|
hKSvalues_[0]->Draw(); |
| 447 |
|
hKSvalues_[1]->Draw("same"); |
