| 1 |
buchmann |
1.1 |
#include <iostream>
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| 2 |
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#include <vector>
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| 3 |
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#include <sys/stat.h>
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| 4 |
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#include <fstream>
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| 5 |
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| 6 |
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#include <TCut.h>
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| 7 |
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#include <TROOT.h>
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| 8 |
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#include <TCanvas.h>
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| 9 |
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#include <TMath.h>
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| 10 |
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#include <TColor.h>
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| 11 |
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#include <TPaveText.h>
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| 12 |
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#include <TRandom.h>
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| 13 |
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#include <TH1.h>
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| 14 |
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#include <TH2.h>
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| 15 |
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#include <TF1.h>
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#include <TSQLResult.h>
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#include <TProfile.h>
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| 18 |
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#include <TSystem.h>
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| 19 |
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#include <TRandom3.h>
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| 21 |
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//#include "TTbar_stuff.C"
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using namespace std;
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| 24 |
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using namespace PlottingSetup;
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| 25 |
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| 26 |
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namespace SUSYScanSpace {
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vector<string> loaded_files;
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| 28 |
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int SUSYscantype;
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| 29 |
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float SavedMGlu;
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| 30 |
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float SavedMLSP;
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| 31 |
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string SavedMLSPname;
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string SavedMGluname;
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}
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| 34 |
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| 35 |
buchmann |
1.2 |
const char* strip_flip_away(string flipped_name) {
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| 36 |
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int pos = flipped_name.find("flipped_");
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| 37 |
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if(pos>=0&&pos<1000) flipped_name=flipped_name.substr(8,1000);
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| 38 |
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return flipped_name.c_str();
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| 39 |
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}
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| 40 |
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| 41 |
buchmann |
1.6 |
void EliminateNegativeEntries(TH1F *histo) {
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for(int i=1;i<=histo->GetNbinsX();i++) {
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if(histo->GetBinContent(i)<0) histo->SetBinContent(i,0);
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| 44 |
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}
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| 45 |
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}
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| 46 |
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| 47 |
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void prepare_limit_datacard(string RunDirectory, TFile *f, float uJSU, float uPDF) {
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| 48 |
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TH1F *dataob = (TH1F*)f->Get("data_obs");
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| 49 |
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TH1F *signal = (TH1F*)f->Get("signal");
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| 50 |
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TH1F *Tbackground = (TH1F*)f->Get("TTbarBackground");
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| 51 |
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TH1F *Zbackground = (TH1F*)f->Get("ZJetsBackground");
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| 52 |
buchmann |
1.2 |
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| 53 |
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assert(dataob);
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| 54 |
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assert(signal);
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| 55 |
buchmann |
1.6 |
assert(Tbackground);
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| 56 |
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assert(Zbackground);
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| 57 |
buchmann |
1.2 |
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| 58 |
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ofstream datacard;
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| 59 |
buchmann |
1.3 |
write_warning(__FUNCTION__,"Need to rethink systematics we want to use !");
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| 60 |
buchmann |
1.2 |
datacard.open ((RunDirectory+"/susydatacard.txt").c_str());
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datacard << "Writing this to a file.\n";
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datacard << "imax 1\n"; // number of channels
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| 63 |
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datacard << "jmax 2\n"; // number of backgrounds (Z+Jets prediction and TTbar prediction)
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datacard << "kmax *\n"; // number of nuisance parameters (sources of systematic uncertainties)
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datacard << "---------------\n";
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datacard << "shapes * * limitfile.root $PROCESS $PROCESS_$SYSTEMATIC\n";
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datacard << "---------------\n";
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datacard << "bin 1\n";
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datacard << "observation "<<dataob->Integral()<<"\n";
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datacard << "------------------------------\n";
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datacard << "bin 1 1 1\n";
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datacard << "process signal TTbarBackground ZJetsBackground\n";
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datacard << "process 0 1 2\n";
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| 74 |
buchmann |
1.6 |
datacard << "rate "<<signal->Integral()<<" "<<Tbackground->Integral()<<" "<<Zbackground->Integral()<<"\n";
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buchmann |
1.2 |
datacard << "--------------------------------\n";
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| 76 |
buchmann |
1.3 |
datacard << "lumi lnN " << 1+ PlottingSetup::lumiuncert << " - - luminosity uncertainty\n"; // only affects MC -> signal!
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datacard << "Stat shape - 1 - statistical uncertainty (ttbar)\n";
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datacard << "Stat shape - - 1 statistical uncertainty (zjets)\n";
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buchmann |
1.4 |
datacard << "Sys shape - 1 - systematic uncertainty on ttbar\n";
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datacard << "Sys shape - - 1 systematic uncertainty on zjets\n";
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datacard << "Stat shape 1 - - statistical uncertainty (signal)\n";
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buchmann |
1.2 |
datacard << "JES shape 1 - - uncertainty on Jet Energy Scale\n";
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datacard << "JSU lnN " << 1+uJSU << " - - JZB Scale Uncertainty\n";
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if(uPDF>0) datacard << "PDF lnN " << 1+uPDF << " - - uncertainty from PDFs\n";
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buchmann |
1.3 |
// datacard << "peak shape 1 1 uncertainty on signal resolution.
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buchmann |
1.2 |
datacard.close();
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| 88 |
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}
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| 89 |
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| 90 |
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float QuickDrawNevents=0;
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| 91 |
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| 92 |
buchmann |
1.1 |
TH1F* QuickDraw(TTree *events, string hname, string variable, vector<float> binning, string xlabel, string ylabel, TCut cut, string addcut, bool dataormc, float luminosity, map < pair<float, float>, map<string, float> > &xsec) {
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TH1F *histo = new TH1F(hname.c_str(),hname.c_str(),binning.size()-1,&binning[0]);
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histo->Sumw2();
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stringstream drawcommand;
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drawcommand << variable << ">>" << hname;
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if(SUSYScanSpace::SUSYscantype!=mSUGRA) {
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events->Draw(drawcommand.str().c_str(),(essentialcut&&cut&&addcut.c_str())*cutWeight);
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} else {
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float totalxs=0;
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for(int i=0;i<12;i++) {
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stringstream drawcommand2;
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drawcommand2 << variable << ">>+" << hname;
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stringstream mSUGRAweight;
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float xs = XSForProcessViaAddCutWrapper(addcut,xsec,i);
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totalxs+=xs;
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| 107 |
buchmann |
1.4 |
mSUGRAweight << "(0.5*(2*(process==" << i << "))*" << xs << ")";
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| 108 |
buchmann |
1.1 |
events->Draw(drawcommand2.str().c_str(),(essentialcut&&cut&&addcut.c_str())*cutWeight*mSUGRAweight.str().c_str());
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| 109 |
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}
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| 110 |
buchmann |
1.4 |
histo->Scale(1.0/totalxs); // to get back to 1 /pb normalization
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| 111 |
buchmann |
1.1 |
}
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| 112 |
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events->Draw("eventNum",addcut.c_str(),"goff");
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| 113 |
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float nevents = events->GetSelectedRows();
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| 114 |
buchmann |
1.2 |
QuickDrawNevents=nevents;
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| 115 |
buchmann |
1.1 |
histo->Scale(luminosity/nevents); // this will give a histogram which is normalized to 1 pb so that any limit will be with respect to 1 pb
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| 116 |
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| 117 |
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return histo;
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| 118 |
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}
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| 119 |
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| 120 |
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/*void do_stat_up(TH1F *h, float sign=1.0) {
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| 121 |
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for(int i=1;i<=h->GetNbinsX();i++) {
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| 122 |
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h->SetBinContent(i,h->GetBinContent(i)+sign*h->GetBinError(i));
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| 123 |
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}
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| 124 |
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h->Write();
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| 125 |
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}
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| 126 |
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| 127 |
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void do_stat_dn(TH1F *h) {
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| 128 |
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do_stat_up(h,-1.0);
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| 129 |
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}*/
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| 130 |
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| 131 |
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void SQRT(TH1F *h) {
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| 132 |
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for (int i=1;i<=h->GetNbinsX();i++) {
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| 133 |
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h->SetBinContent(i,TMath::Sqrt(h->GetBinContent(i)));
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| 134 |
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}
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| 135 |
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}
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| 136 |
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| 137 |
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TH1F* Multiply(TH1F *h1, TH1F *h2) {
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| 138 |
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TH1F *h = (TH1F*)h1->Clone();
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| 139 |
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for(int i=1;i<=h1->GetNbinsX();i++) {
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| 140 |
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h->SetBinContent(i,h1->GetBinContent(i) * h2->GetBinContent(i));
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| 141 |
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}
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| 142 |
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return h;
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| 143 |
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}
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| 144 |
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| 145 |
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void generate_shapes_for_systematic(bool signalonly, bool dataonly,TFile *limfile, TTree *signalevents, string identifier, string mcjzb, string datajzb, int JES,vector<float> binning, TCanvas *limcan, string addcut, map < pair<float, float>, map<string, float> > &xsec) {
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| 146 |
buchmann |
1.4 |
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| 147 |
buchmann |
1.1 |
binning.push_back(8000);
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| 148 |
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limfile->cd();
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| 149 |
buchmann |
1.4 |
dout << "Creating shape templates ";
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| 150 |
buchmann |
1.1 |
if(identifier!="") dout << "for "<<identifier;
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| 151 |
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dout << " ... " << endl;
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| 152 |
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| 153 |
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TCut limitnJetcut;
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| 154 |
buchmann |
1.4 |
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| 155 |
buchmann |
1.1 |
if(JES==noJES) limitnJetcut=cutnJets;
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| 156 |
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else {
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| 157 |
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if(JES==JESdown) limitnJetcut=cutnJetsJESdown;
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| 158 |
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if(JES==JESup) limitnJetcut=cutnJetsJESup;
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| 159 |
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}
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| 160 |
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| 161 |
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float zjetsestimateuncert=zjetsestimateuncertONPEAK;
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| 162 |
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float emuncert=emuncertONPEAK;
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| 163 |
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float emsidebanduncert=emsidebanduncertONPEAK;
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| 164 |
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float eemmsidebanduncert=eemmsidebanduncertONPEAK;
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| 165 |
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| 166 |
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if(!PlottingSetup::RestrictToMassPeak) {
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| 167 |
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zjetsestimateuncert=zjetsestimateuncertOFFPEAK;
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| 168 |
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emuncert=emuncertOFFPEAK;
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| 169 |
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emsidebanduncert=emsidebanduncertOFFPEAK;
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| 170 |
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eemmsidebanduncert=eemmsidebanduncertOFFPEAK;
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| 171 |
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}
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| 172 |
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| 173 |
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if(signalonly) {
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| 174 |
buchmann |
1.6 |
cout << "Processing a signal with mcjzb: " << mcjzb << " (identifier: '" << identifier << "')" << endl;
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| 175 |
buchmann |
1.1 |
TH1F *ZOSSFP = QuickDraw(signalevents,"ZOSSFP",mcjzb,binning, "JZB", "events",cutmass&&cutOSSF&&limitnJetcut&&basiccut,addcut,mc,luminosity,xsec);
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| 176 |
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TH1F *ZOSOFP = QuickDraw(signalevents,"ZOSOFP",mcjzb,binning, "JZB", "events",cutmass&&cutOSOF&&limitnJetcut&&basiccut,addcut,mc,luminosity,xsec);
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| 177 |
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TH1F *ZOSSFN = QuickDraw(signalevents,"ZOSSFN","-"+mcjzb,binning, "JZB", "events",cutmass&&cutOSSF&&limitnJetcut&&basiccut,addcut,mc,luminosity,xsec);
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| 178 |
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TH1F *ZOSOFN = QuickDraw(signalevents,"ZOSOFN","-"+mcjzb,binning, "JZB", "events",cutmass&&cutOSOF&&limitnJetcut&&basiccut,addcut,mc,luminosity,xsec);
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| 179 |
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| 180 |
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TH1F *SBOSSFP;
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| 181 |
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TH1F *SBOSOFP;
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| 182 |
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TH1F *SBOSSFN;
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| 183 |
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TH1F *SBOSOFN;
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| 184 |
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| 185 |
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if(PlottingSetup::RestrictToMassPeak) {
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| 186 |
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SBOSSFP = QuickDraw(signalevents,"SBOSSFP",mcjzb,binning, "JZB", "events",cutOSSF&&limitnJetcut&&basiccut&&sidebandcut,addcut,mc,luminosity,xsec);
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| 187 |
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SBOSOFP = QuickDraw(signalevents,"SBOSOFP",mcjzb,binning, "JZB", "events",cutOSOF&&limitnJetcut&&basiccut&&sidebandcut,addcut,mc,luminosity,xsec);
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| 188 |
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SBOSSFN = QuickDraw(signalevents,"SBOSSFN","-"+mcjzb,binning, "JZB", "events",cutOSSF&&limitnJetcut&&basiccut&&sidebandcut,addcut,mc,luminosity,xsec);
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| 189 |
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SBOSOFN = QuickDraw(signalevents,"SBOSOFN","-"+mcjzb,binning, "JZB", "events",cutOSOF&&limitnJetcut&&basiccut&&sidebandcut,addcut,mc,luminosity,xsec);
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| 190 |
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}
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| 191 |
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| 192 |
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string signalname="signal";
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| 193 |
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if(identifier!="") {
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| 194 |
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signalname="signal_"+identifier;
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| 195 |
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}
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| 196 |
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| 197 |
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TH1F *Lobs = new TH1F("Lobs","Lobs",binning.size()-1,&binning[0]);
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| 198 |
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TH1F *Lpred = new TH1F("Lpred","Lpred",binning.size()-1,&binning[0]);
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| 199 |
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| 200 |
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TH1F *flippedLobs = new TH1F("flippedLobs","flippedLobs",binning.size()-1,&binning[0]);
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| 201 |
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TH1F *flippedLpred = new TH1F("flippedLpred","flippedLpred",binning.size()-1,&binning[0]);
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| 202 |
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| 203 |
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Lobs->Add(ZOSSFP);
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| 204 |
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Lpred->Add(ZOSSFN);
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| 205 |
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| 206 |
buchmann |
1.2 |
cout << "SITUATION FOR SIGNAL: " << endl;
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| 207 |
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cout << " OSSF JZB> 0 : " << ZOSSFP->Integral() << " JZB < 0 :" << ZOSSFN->Integral() << endl;
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| 208 |
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cout << " OSOF JZB> 0 : " << ZOSOFP->Integral() << " JZB < 0 :" << ZOSOFN->Integral() << endl;
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| 209 |
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if(PlottingSetup::RestrictToMassPeak) {
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| 210 |
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cout << " OSSF SB JZB> 0 : " << SBOSSFP->Integral() << " JZB < 0 :" << SBOSSFN->Integral() << endl;
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| 211 |
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cout << " OSOF SB JZB> 0 : " << SBOSOFP->Integral() << " JZB < 0 :" << SBOSOFN->Integral() << endl;
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| 212 |
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}
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| 213 |
buchmann |
1.4 |
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| 214 |
buchmann |
1.2 |
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| 215 |
buchmann |
1.1 |
flippedLobs->Add(ZOSSFN);
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| 216 |
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flippedLpred->Add(ZOSSFP);
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| 217 |
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| 218 |
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if(PlottingSetup::RestrictToMassPeak) {
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| 219 |
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Lpred->Add(ZOSOFP,1.0/3);
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| 220 |
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Lpred->Add(ZOSOFN,-1.0/3);
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| 221 |
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Lpred->Add(SBOSSFP,1.0/3);
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| 222 |
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Lpred->Add(SBOSSFN,-1.0/3);
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| 223 |
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Lpred->Add(SBOSOFP,1.0/3);
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| 224 |
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Lpred->Add(SBOSOFN,-1.0/3);
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| 225 |
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| 226 |
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//flipped prediction
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| 227 |
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flippedLpred->Add(ZOSOFP,-1.0/3);
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| 228 |
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flippedLpred->Add(ZOSOFN,1.0/3);
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| 229 |
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flippedLpred->Add(SBOSSFP,-1.0/3);
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| 230 |
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flippedLpred->Add(SBOSSFN,1.0/3);
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| 231 |
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flippedLpred->Add(SBOSOFP,-1.0/3);
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| 232 |
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flippedLpred->Add(SBOSOFN,1.0/3);
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| 233 |
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| 234 |
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} else {
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| 235 |
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Lpred->Add(ZOSOFP,1.0);
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| 236 |
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Lpred->Add(ZOSOFN,-1.0);
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| 237 |
buchmann |
1.2 |
|
| 238 |
buchmann |
1.1 |
//flipped prediction
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| 239 |
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flippedLpred->Add(ZOSOFP,-1.0);
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| 240 |
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flippedLpred->Add(ZOSOFN,1.0);
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| 241 |
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}
|
| 242 |
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| 243 |
buchmann |
1.2 |
TH1F *signal = (TH1F*)Lobs->Clone("signal");
|
| 244 |
buchmann |
1.1 |
signal->Add(Lpred,-1);
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| 245 |
|
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signal->SetName(signalname.c_str());
|
| 246 |
buchmann |
1.2 |
signal->SetTitle(signalname.c_str());
|
| 247 |
buchmann |
1.1 |
signal->Write();
|
| 248 |
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| 249 |
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TH1F *flippedsignal = (TH1F*)flippedLobs->Clone();
|
| 250 |
|
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flippedsignal->Add(flippedLpred,-1);
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| 251 |
|
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flippedsignal->SetName(("flipped_"+signalname).c_str());
|
| 252 |
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flippedsignal->Write();
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| 253 |
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| 254 |
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if(identifier=="") {
|
| 255 |
|
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TH1F *signalStatUp = (TH1F*)signal->Clone();
|
| 256 |
|
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signalStatUp->SetName(((string)signal->GetName()+"_StatUp").c_str());
|
| 257 |
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signalStatUp->SetTitle(((string)signal->GetTitle()+"_StatUp").c_str());
|
| 258 |
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| 259 |
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TH1F *signalStatDn = (TH1F*)signal->Clone();
|
| 260 |
|
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signalStatDn->SetName(((string)signal->GetName()+"_StatDown").c_str());
|
| 261 |
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signalStatDn->SetTitle(((string)signal->GetTitle()+"_StatDown").c_str());
|
| 262 |
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| 263 |
|
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for(int i=1;i<=signalStatDn->GetNbinsX();i++) {
|
| 264 |
buchmann |
1.2 |
float staterr = TMath::Sqrt(Lpred->GetBinContent(i) + Lobs->GetBinContent(i));
|
| 265 |
buchmann |
1.4 |
cout << "Stat err in bin " << i << " : " << staterr << endl;
|
| 266 |
|
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cout << " prediction: " << Lpred->GetBinContent(i) << " , observation: " << Lobs->GetBinContent(i) << " --> signal: " << signal->GetBinContent(i) << endl;
|
| 267 |
|
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cout << " we obtain : " << signal->GetBinContent(i)-staterr << " , " << signal->GetBinContent(i)+staterr << endl;
|
| 268 |
buchmann |
1.5 |
if(signal->GetBinContent(i)-staterr>0) signalStatDn->SetBinContent(i,signal->GetBinContent(i)-staterr);
|
| 269 |
|
|
else signalStatDn->SetBinContent(i,0);
|
| 270 |
buchmann |
1.2 |
signalStatUp->SetBinContent(i,signal->GetBinContent(i)+staterr);
|
| 271 |
|
|
signal->SetBinError(i,staterr);
|
| 272 |
buchmann |
1.1 |
}
|
| 273 |
|
|
|
| 274 |
|
|
signalStatDn->Write();
|
| 275 |
|
|
signalStatUp->Write();
|
| 276 |
|
|
|
| 277 |
|
|
delete signalStatDn;
|
| 278 |
|
|
delete signalStatUp;
|
| 279 |
|
|
|
| 280 |
|
|
TH1F *flippedsignalStatUp = (TH1F*)flippedsignal->Clone();
|
| 281 |
|
|
flippedsignalStatUp->SetName(((string)flippedsignal->GetName()+"_StatUp").c_str());
|
| 282 |
|
|
flippedsignalStatUp->SetTitle(((string)flippedsignal->GetTitle()+"_StatUp").c_str());
|
| 283 |
|
|
|
| 284 |
|
|
TH1F *flippedsignalStatDn = (TH1F*)flippedsignal->Clone();
|
| 285 |
|
|
flippedsignalStatDn->SetName(((string)flippedsignal->GetName()+"_StatDown").c_str());
|
| 286 |
|
|
flippedsignalStatDn->SetTitle(((string)flippedsignal->GetTitle()+"_StatDown").c_str());
|
| 287 |
|
|
|
| 288 |
|
|
for(int i=1;i<=flippedsignalStatDn->GetNbinsX();i++) {
|
| 289 |
buchmann |
1.2 |
float staterr = TMath::Sqrt(flippedLpred->GetBinContent(i) + flippedLobs->GetBinContent(i));
|
| 290 |
buchmann |
1.6 |
if(flippedsignal->GetBinContent(i)-staterr>0) flippedsignalStatDn->SetBinContent(i,flippedsignal->GetBinContent(i)-staterr);
|
| 291 |
|
|
else flippedsignalStatDn->SetBinContent(i,0);
|
| 292 |
buchmann |
1.2 |
flippedsignalStatUp->SetBinContent(i,flippedsignal->GetBinContent(i)+staterr);
|
| 293 |
|
|
flippedsignal->SetBinError(i,staterr);
|
| 294 |
buchmann |
1.1 |
}
|
| 295 |
|
|
|
| 296 |
|
|
flippedsignalStatDn->Write();
|
| 297 |
|
|
flippedsignalStatUp->Write();
|
| 298 |
|
|
|
| 299 |
|
|
delete flippedsignalStatDn;
|
| 300 |
|
|
delete flippedsignalStatUp;
|
| 301 |
|
|
}
|
| 302 |
|
|
|
| 303 |
|
|
delete ZOSSFP;
|
| 304 |
|
|
delete ZOSOFP;
|
| 305 |
|
|
delete ZOSSFN;
|
| 306 |
|
|
delete ZOSOFN;
|
| 307 |
|
|
|
| 308 |
|
|
if(PlottingSetup::RestrictToMassPeak) {
|
| 309 |
|
|
delete SBOSSFP;
|
| 310 |
|
|
delete SBOSOFP;
|
| 311 |
|
|
delete SBOSSFN;
|
| 312 |
|
|
delete SBOSOFN;
|
| 313 |
|
|
}
|
| 314 |
|
|
|
| 315 |
|
|
delete Lobs;
|
| 316 |
|
|
delete Lpred;
|
| 317 |
|
|
delete flippedLobs;
|
| 318 |
|
|
delete flippedLpred;
|
| 319 |
|
|
}
|
| 320 |
|
|
|
| 321 |
|
|
|
| 322 |
|
|
if(dataonly) {
|
| 323 |
|
|
cout << "Processing data with datajzb: " << datajzb << endl;
|
| 324 |
|
|
TH1F *ZOSSFP = allsamples.Draw("ZOSSFP",datajzb,binning, "JZB", "events",cutmass&&cutOSSF&&limitnJetcut&&basiccut,data,luminosity);
|
| 325 |
|
|
TH1F *ZOSOFP = allsamples.Draw("ZOSOFP",datajzb,binning, "JZB", "events",cutmass&&cutOSOF&&limitnJetcut&&basiccut,data,luminosity);
|
| 326 |
|
|
TH1F *ZOSSFN = allsamples.Draw("ZOSSFN","-"+datajzb,binning, "JZB", "events",cutmass&&cutOSSF&&limitnJetcut&&basiccut,data,luminosity);
|
| 327 |
|
|
TH1F *ZOSOFN = allsamples.Draw("ZOSOFN","-"+datajzb,binning, "JZB", "events",cutmass&&cutOSOF&&limitnJetcut&&basiccut,data,luminosity);
|
| 328 |
|
|
|
| 329 |
|
|
TH1F *SBOSSFP;
|
| 330 |
|
|
TH1F *SBOSOFP;
|
| 331 |
|
|
TH1F *SBOSSFN;
|
| 332 |
|
|
TH1F *SBOSOFN;
|
| 333 |
|
|
|
| 334 |
|
|
if(PlottingSetup::RestrictToMassPeak) {
|
| 335 |
|
|
SBOSSFP = allsamples.Draw("SBOSSFP",datajzb,binning, "JZB", "events",cutOSSF&&limitnJetcut&&basiccut&&sidebandcut,data,luminosity);
|
| 336 |
|
|
SBOSOFP = allsamples.Draw("SBOSOFP",datajzb,binning, "JZB", "events",cutOSOF&&limitnJetcut&&basiccut&&sidebandcut,data,luminosity);
|
| 337 |
|
|
SBOSSFN = allsamples.Draw("SBOSSFN","-"+datajzb,binning, "JZB", "events",cutOSSF&&limitnJetcut&&basiccut&&sidebandcut,data,luminosity);
|
| 338 |
|
|
SBOSOFN = allsamples.Draw("SBOSOFN","-"+datajzb,binning, "JZB", "events",cutOSOF&&limitnJetcut&&basiccut&&sidebandcut,data,luminosity);
|
| 339 |
|
|
}
|
| 340 |
|
|
|
| 341 |
|
|
string obsname="data_obs";
|
| 342 |
|
|
string predname="background";
|
| 343 |
|
|
string Zpredname="ZJetsBackground";
|
| 344 |
|
|
string Tpredname="TTbarBackground";
|
| 345 |
|
|
if(identifier!="") {
|
| 346 |
|
|
obsname=("data_"+identifier);
|
| 347 |
|
|
predname=("background_"+identifier);
|
| 348 |
|
|
Zpredname=("ZJetsBackground_"+identifier);
|
| 349 |
|
|
Tpredname=("TTbarBackground_"+identifier);
|
| 350 |
|
|
}
|
| 351 |
|
|
|
| 352 |
|
|
TH1F *obs = (TH1F*)ZOSSFP->Clone("observation");
|
| 353 |
|
|
obs->SetName(obsname.c_str());
|
| 354 |
|
|
obs->Write();
|
| 355 |
|
|
|
| 356 |
|
|
TH1F *flippedobs = (TH1F*)ZOSSFN->Clone("flipped_observation");
|
| 357 |
|
|
flippedobs->SetName(("flipped_"+obsname).c_str());
|
| 358 |
|
|
flippedobs->Write();
|
| 359 |
|
|
|
| 360 |
|
|
TH1F *Tpred = (TH1F*)ZOSSFN->Clone("TTbarprediction");
|
| 361 |
|
|
TH1F *Zpred = (TH1F*)ZOSSFN->Clone("ZJetsprediction");
|
| 362 |
|
|
|
| 363 |
|
|
TH1F *pred = (TH1F*)ZOSSFN->Clone("prediction");
|
| 364 |
|
|
|
| 365 |
|
|
TH1F *flippedTpred = (TH1F*)ZOSSFP->Clone("flipped_TTbarprediction");
|
| 366 |
|
|
TH1F *flippedZpred = (TH1F*)ZOSSFP->Clone("flipped_ZJetsprediction");
|
| 367 |
|
|
|
| 368 |
|
|
TH1F *flippedpred = (TH1F*)ZOSSFP->Clone("flipped_prediction");
|
| 369 |
|
|
if(PlottingSetup::RestrictToMassPeak) {
|
| 370 |
|
|
pred->Add(ZOSOFP,1.0/3);
|
| 371 |
|
|
pred->Add(ZOSOFN,-1.0/3);
|
| 372 |
|
|
pred->Add(SBOSSFP,1.0/3);
|
| 373 |
|
|
pred->Add(SBOSSFN,-1.0/3);
|
| 374 |
|
|
pred->Add(SBOSOFP,1.0/3);
|
| 375 |
|
|
pred->Add(SBOSOFN,-1.0/3);
|
| 376 |
|
|
|
| 377 |
|
|
Tpred->Add(ZOSSFN,-1.0);
|
| 378 |
|
|
Tpred->Add(ZOSOFP,1.0/3);
|
| 379 |
|
|
Tpred->Add(SBOSSFP,1.0/3);
|
| 380 |
|
|
Tpred->Add(SBOSOFP,1.0/3);
|
| 381 |
|
|
|
| 382 |
|
|
Zpred->Add(ZOSOFN,-1.0/3);
|
| 383 |
|
|
Zpred->Add(SBOSSFN,-1.0/3);
|
| 384 |
|
|
Zpred->Add(SBOSOFN,-1.0/3);
|
| 385 |
|
|
|
| 386 |
|
|
//flipped
|
| 387 |
|
|
flippedpred->Add(ZOSOFP,-1.0/3);
|
| 388 |
|
|
flippedpred->Add(ZOSOFN,1.0/3);
|
| 389 |
|
|
flippedpred->Add(SBOSSFP,-1.0/3);
|
| 390 |
|
|
flippedpred->Add(SBOSSFN,1.0/3);
|
| 391 |
|
|
flippedpred->Add(SBOSOFP,-1.0/3);
|
| 392 |
|
|
flippedpred->Add(SBOSOFN,1.0/3);
|
| 393 |
|
|
|
| 394 |
|
|
flippedTpred->Add(ZOSSFP,-1.0);
|
| 395 |
|
|
flippedTpred->Add(ZOSOFN,1.0/3);
|
| 396 |
|
|
flippedTpred->Add(SBOSSFN,1.0/3);
|
| 397 |
|
|
flippedTpred->Add(SBOSOFN,1.0/3);
|
| 398 |
|
|
|
| 399 |
|
|
flippedZpred->Add(ZOSOFP,-1.0/3);
|
| 400 |
|
|
flippedZpred->Add(SBOSSFP,-1.0/3);
|
| 401 |
|
|
flippedZpred->Add(SBOSOFP,-1.0/3);
|
| 402 |
|
|
} else {
|
| 403 |
|
|
pred->Add(ZOSOFP,1.0);
|
| 404 |
|
|
pred->Add(ZOSOFN,-1.0);
|
| 405 |
|
|
|
| 406 |
|
|
Tpred->Add(ZOSSFN,-1.0);
|
| 407 |
|
|
Tpred->Add(ZOSOFP,1.0);
|
| 408 |
|
|
|
| 409 |
|
|
Zpred->Add(ZOSOFN,-1.0);
|
| 410 |
|
|
|
| 411 |
|
|
//flipped
|
| 412 |
|
|
flippedpred->Add(ZOSOFN,1.0);
|
| 413 |
|
|
flippedpred->Add(ZOSOFP,-1.0);
|
| 414 |
|
|
|
| 415 |
|
|
flippedTpred->Add(ZOSSFP,-1.0);
|
| 416 |
|
|
flippedTpred->Add(ZOSOFN,1.0);
|
| 417 |
|
|
|
| 418 |
|
|
flippedZpred->Add(ZOSOFP,-1.0);
|
| 419 |
|
|
}
|
| 420 |
|
|
|
| 421 |
|
|
pred->SetName(predname.c_str());
|
| 422 |
|
|
Tpred->SetName(Tpredname.c_str());
|
| 423 |
|
|
Zpred->SetName(Zpredname.c_str());
|
| 424 |
|
|
|
| 425 |
|
|
flippedpred->SetName(("flipped_"+predname).c_str());
|
| 426 |
|
|
flippedTpred->SetName(("flipped_"+Tpredname).c_str());
|
| 427 |
|
|
flippedZpred->SetName(("flipped_"+Zpredname).c_str());
|
| 428 |
|
|
|
| 429 |
|
|
pred->Write();
|
| 430 |
|
|
Tpred->Write();
|
| 431 |
|
|
Zpred->Write();
|
| 432 |
|
|
|
| 433 |
|
|
flippedpred->Write();
|
| 434 |
|
|
flippedTpred->Write();
|
| 435 |
|
|
flippedZpred->Write();
|
| 436 |
|
|
|
| 437 |
|
|
if(identifier=="") {
|
| 438 |
|
|
float stretchfactor=1.0;
|
| 439 |
|
|
bool isonpeak=false;
|
| 440 |
|
|
if(PlottingSetup::RestrictToMassPeak) {
|
| 441 |
|
|
stretchfactor=1.0/3.0;
|
| 442 |
|
|
isonpeak=true;
|
| 443 |
|
|
}
|
| 444 |
|
|
|
| 445 |
|
|
//--------------------------------------------------------statistical uncertainty
|
| 446 |
|
|
|
| 447 |
|
|
TH1F *predstaterr = (TH1F*)ZOSSFN->Clone("predstaterr");
|
| 448 |
|
|
predstaterr->Add(ZOSOFP,stretchfactor*stretchfactor);
|
| 449 |
|
|
predstaterr->Add(ZOSOFN,stretchfactor*stretchfactor);
|
| 450 |
|
|
if(isonpeak) predstaterr->Add(SBOSSFP,stretchfactor*stretchfactor);
|
| 451 |
|
|
if(isonpeak) predstaterr->Add(SBOSSFN,stretchfactor*stretchfactor);
|
| 452 |
|
|
if(isonpeak) predstaterr->Add(SBOSOFP,stretchfactor*stretchfactor);
|
| 453 |
|
|
if(isonpeak) predstaterr->Add(SBOSOFN,stretchfactor*stretchfactor);
|
| 454 |
|
|
SQRT(predstaterr);
|
| 455 |
|
|
TH1F *bgStatUp = (TH1F*)pred->Clone("background_StatUp");
|
| 456 |
|
|
bgStatUp->Add(predstaterr);
|
| 457 |
buchmann |
1.6 |
EliminateNegativeEntries(bgStatUp);
|
| 458 |
buchmann |
1.1 |
bgStatUp->Write();
|
| 459 |
buchmann |
1.2 |
TH1F *bgStatDn = (TH1F*)pred->Clone("background_StatDown");
|
| 460 |
buchmann |
1.1 |
bgStatDn->Add(predstaterr,-1);
|
| 461 |
buchmann |
1.6 |
EliminateNegativeEntries(bgStatDn);
|
| 462 |
buchmann |
1.1 |
bgStatDn->Write();
|
| 463 |
|
|
// delete bgStatDn;
|
| 464 |
|
|
// delete bgStatUp;
|
| 465 |
|
|
delete predstaterr;
|
| 466 |
|
|
|
| 467 |
|
|
|
| 468 |
|
|
TH1F *flippedpredstaterr = (TH1F*)ZOSSFP->Clone("predstaterr");
|
| 469 |
|
|
flippedpredstaterr->Add(ZOSOFP,stretchfactor*stretchfactor);
|
| 470 |
|
|
flippedpredstaterr->Add(ZOSOFN,stretchfactor*stretchfactor);
|
| 471 |
|
|
if(isonpeak) flippedpredstaterr->Add(SBOSSFP,stretchfactor*stretchfactor);
|
| 472 |
|
|
if(isonpeak) flippedpredstaterr->Add(SBOSSFN,stretchfactor*stretchfactor);
|
| 473 |
|
|
if(isonpeak) flippedpredstaterr->Add(SBOSOFP,stretchfactor*stretchfactor);
|
| 474 |
|
|
if(isonpeak) flippedpredstaterr->Add(SBOSOFN,stretchfactor*stretchfactor);
|
| 475 |
|
|
SQRT(flippedpredstaterr);
|
| 476 |
|
|
TH1F *fbgStatUp = (TH1F*)flippedpred->Clone("flipped_background_StatUp");
|
| 477 |
|
|
fbgStatUp->Add(predstaterr);
|
| 478 |
buchmann |
1.6 |
EliminateNegativeEntries(fbgStatUp);
|
| 479 |
buchmann |
1.1 |
fbgStatUp->Write();
|
| 480 |
buchmann |
1.2 |
TH1F *fbgStatDn = (TH1F*)flippedpred->Clone("flipped_background_StatDown");
|
| 481 |
buchmann |
1.1 |
fbgStatDn->Add(predstaterr,-1);
|
| 482 |
buchmann |
1.6 |
EliminateNegativeEntries(fbgStatDn);
|
| 483 |
buchmann |
1.1 |
fbgStatDn->Write();
|
| 484 |
|
|
// delete fbgStatDn;
|
| 485 |
|
|
// delete fbgStatUp;
|
| 486 |
|
|
delete predstaterr;
|
| 487 |
|
|
|
| 488 |
|
|
TH1F *Tpredstaterr = (TH1F*)ZOSOFP->Clone("Tpredstaterr");
|
| 489 |
|
|
Tpredstaterr->Scale(stretchfactor*stretchfactor);
|
| 490 |
|
|
if(isonpeak) Tpredstaterr->Add(SBOSSFP,stretchfactor*stretchfactor);
|
| 491 |
|
|
if(isonpeak) Tpredstaterr->Add(SBOSOFP,stretchfactor*stretchfactor);
|
| 492 |
|
|
SQRT(Tpredstaterr);
|
| 493 |
|
|
TH1F *TpredStatUp = (TH1F*)Tpred->Clone("TTbarBackground_StatUp");
|
| 494 |
|
|
TpredStatUp->Add(Tpredstaterr);
|
| 495 |
buchmann |
1.6 |
EliminateNegativeEntries(TpredStatUp);
|
| 496 |
buchmann |
1.1 |
TpredStatUp->Write();
|
| 497 |
buchmann |
1.2 |
TH1F *TpredStatDn = (TH1F*)Tpred->Clone("TTbarBackground_StatDown");
|
| 498 |
buchmann |
1.1 |
TpredStatDn->Add(Tpredstaterr,-1);
|
| 499 |
buchmann |
1.6 |
EliminateNegativeEntries(TpredStatDn);
|
| 500 |
buchmann |
1.1 |
TpredStatDn->Write();
|
| 501 |
|
|
// delete TpredStatDn;
|
| 502 |
|
|
// delete TpredStatUp;
|
| 503 |
|
|
delete Tpredstaterr;
|
| 504 |
|
|
|
| 505 |
|
|
TH1F *fTpredstaterr = (TH1F*)ZOSOFN->Clone("flipped_Tpredstaterr");
|
| 506 |
|
|
fTpredstaterr->Scale(stretchfactor*stretchfactor);
|
| 507 |
|
|
if(isonpeak) fTpredstaterr->Add(SBOSSFN,stretchfactor*stretchfactor);
|
| 508 |
|
|
if(isonpeak) fTpredstaterr->Add(SBOSOFN,stretchfactor*stretchfactor);
|
| 509 |
|
|
SQRT(fTpredstaterr);
|
| 510 |
|
|
TH1F *fTpredStatUp = (TH1F*)flippedTpred->Clone("flipped_TTbarBackground_StatUp");
|
| 511 |
|
|
fTpredStatUp->Add(fTpredstaterr);
|
| 512 |
buchmann |
1.6 |
EliminateNegativeEntries(fTpredStatUp);
|
| 513 |
buchmann |
1.1 |
fTpredStatUp->Write();
|
| 514 |
buchmann |
1.2 |
TH1F *fTpredStatDn = (TH1F*)flippedTpred->Clone("flipped_TTbarBackground_StatDown");
|
| 515 |
buchmann |
1.1 |
fTpredStatDn->Add(fTpredstaterr,-1);
|
| 516 |
buchmann |
1.6 |
EliminateNegativeEntries(fTpredStatDn);
|
| 517 |
buchmann |
1.1 |
fTpredStatDn->Write();
|
| 518 |
|
|
// delete fTpredStatDn;
|
| 519 |
|
|
// delete fTpredStatUp;
|
| 520 |
|
|
delete fTpredstaterr;
|
| 521 |
|
|
|
| 522 |
|
|
|
| 523 |
|
|
TH1F *Zpredstaterr = (TH1F*)ZOSSFN->Clone("ZJetsstaterr");
|
| 524 |
|
|
Zpredstaterr->Add(ZOSOFN,stretchfactor*stretchfactor);
|
| 525 |
|
|
if(isonpeak) Zpredstaterr->Add(SBOSSFN,stretchfactor*stretchfactor);
|
| 526 |
|
|
if(isonpeak) Zpredstaterr->Add(SBOSOFN,stretchfactor*stretchfactor);
|
| 527 |
|
|
SQRT(Zpredstaterr);
|
| 528 |
|
|
TH1F *ZpredStatUp = (TH1F*)Zpred->Clone("ZJetsBackground_StatUp");
|
| 529 |
|
|
ZpredStatUp->Add(Zpredstaterr);
|
| 530 |
buchmann |
1.6 |
EliminateNegativeEntries(ZpredStatUp);
|
| 531 |
buchmann |
1.1 |
ZpredStatUp->Write();
|
| 532 |
buchmann |
1.2 |
TH1F *ZpredStatDn = (TH1F*)Zpred->Clone("ZJetsBackground_StatDown");
|
| 533 |
buchmann |
1.1 |
ZpredStatDn->Add(Zpredstaterr,-1);
|
| 534 |
buchmann |
1.6 |
EliminateNegativeEntries(ZpredStatDn);
|
| 535 |
buchmann |
1.1 |
ZpredStatDn->Write();
|
| 536 |
|
|
// delete ZpredStatDn;
|
| 537 |
|
|
// delete ZpredStatUp;
|
| 538 |
|
|
delete Zpredstaterr;
|
| 539 |
|
|
|
| 540 |
|
|
TH1F *fZpredstaterr = (TH1F*)ZOSSFP->Clone("flipped_ZJetsstaterr");
|
| 541 |
|
|
Zpredstaterr->Add(ZOSOFP,stretchfactor*stretchfactor);
|
| 542 |
|
|
if(isonpeak) fZpredstaterr->Add(SBOSSFP,stretchfactor*stretchfactor);
|
| 543 |
|
|
if(isonpeak) fZpredstaterr->Add(SBOSOFP,stretchfactor*stretchfactor);
|
| 544 |
|
|
SQRT(fTpredstaterr);
|
| 545 |
|
|
TH1F *fZpredStatUp = (TH1F*)flippedZpred->Clone("flipped_ZJetsBackground_StatUp");
|
| 546 |
|
|
fZpredStatUp->Add(fZpredstaterr);
|
| 547 |
buchmann |
1.6 |
EliminateNegativeEntries(fZpredStatUp);
|
| 548 |
buchmann |
1.1 |
fZpredStatUp->Write();
|
| 549 |
buchmann |
1.2 |
TH1F *fZpredStatDn = (TH1F*)flippedZpred->Clone("flipped_ZJetsBackground_StatDown");
|
| 550 |
buchmann |
1.1 |
fZpredStatDn->Add(fZpredstaterr,-1);
|
| 551 |
buchmann |
1.6 |
EliminateNegativeEntries(fZpredStatDn);
|
| 552 |
buchmann |
1.1 |
fZpredStatDn->Write();
|
| 553 |
|
|
// delete fZpredStatDn;
|
| 554 |
|
|
// delete fZpredStatUp;
|
| 555 |
|
|
delete fZpredstaterr;
|
| 556 |
|
|
|
| 557 |
|
|
//--------------------------------------------------------systematic uncertainty
|
| 558 |
|
|
|
| 559 |
|
|
TH1F *predsyserr = (TH1F*)pred->Clone("SysError");
|
| 560 |
|
|
predsyserr->Add(pred,-1);//getting everything to zero.
|
| 561 |
|
|
predsyserr->Add(Multiply(ZOSSFN,ZOSSFN),zjetsestimateuncert*zjetsestimateuncert);
|
| 562 |
|
|
predsyserr->Add(Multiply(ZOSOFP,ZOSOFP),stretchfactor*stretchfactor*emuncert*emuncert);
|
| 563 |
|
|
predsyserr->Add(Multiply(ZOSOFN,ZOSOFN),stretchfactor*stretchfactor*emuncert*emuncert);
|
| 564 |
|
|
if(isonpeak) predsyserr->Add(Multiply(SBOSSFP,SBOSSFP),stretchfactor*stretchfactor*eemmsidebanduncert*eemmsidebanduncert);
|
| 565 |
|
|
if(isonpeak) predsyserr->Add(Multiply(SBOSSFN,SBOSSFN),stretchfactor*stretchfactor*eemmsidebanduncert*eemmsidebanduncert);
|
| 566 |
|
|
if(isonpeak) predsyserr->Add(Multiply(SBOSOFP,SBOSOFP),stretchfactor*stretchfactor*emsidebanduncert*emsidebanduncert);
|
| 567 |
|
|
if(isonpeak) predsyserr->Add(Multiply(SBOSOFN,SBOSOFN),stretchfactor*stretchfactor*emsidebanduncert*emsidebanduncert);
|
| 568 |
|
|
SQRT(predsyserr);
|
| 569 |
|
|
TH1F *bgSysUp = (TH1F*)pred->Clone("background_SysUp");
|
| 570 |
|
|
bgSysUp->Add(predsyserr);
|
| 571 |
buchmann |
1.6 |
EliminateNegativeEntries(bgSysUp);
|
| 572 |
buchmann |
1.1 |
bgSysUp->Write();
|
| 573 |
buchmann |
1.2 |
TH1F *bgSysDn = (TH1F*)pred->Clone("background_SysDown");
|
| 574 |
buchmann |
1.1 |
bgSysDn->Add(predsyserr,-1);
|
| 575 |
buchmann |
1.6 |
EliminateNegativeEntries(bgSysDn);
|
| 576 |
buchmann |
1.1 |
bgSysDn->Write();
|
| 577 |
|
|
delete predsyserr;
|
| 578 |
|
|
|
| 579 |
|
|
TH1F *fpredsyserr = (TH1F*)pred->Clone("SysError");
|
| 580 |
|
|
fpredsyserr->Add(pred,-1);//getting everything to zero.
|
| 581 |
|
|
fpredsyserr->Add(Multiply(ZOSSFP,ZOSSFP),zjetsestimateuncert*zjetsestimateuncert);
|
| 582 |
|
|
fpredsyserr->Add(Multiply(ZOSOFP,ZOSOFP),stretchfactor*stretchfactor*emuncert*emuncert);
|
| 583 |
|
|
fpredsyserr->Add(Multiply(ZOSOFN,ZOSOFN),stretchfactor*stretchfactor*emuncert*emuncert);
|
| 584 |
|
|
if(isonpeak) fpredsyserr->Add(Multiply(SBOSSFP,SBOSSFP),stretchfactor*stretchfactor*eemmsidebanduncert*eemmsidebanduncert);
|
| 585 |
|
|
if(isonpeak) fpredsyserr->Add(Multiply(SBOSSFN,SBOSSFN),stretchfactor*stretchfactor*eemmsidebanduncert*eemmsidebanduncert);
|
| 586 |
|
|
if(isonpeak) fpredsyserr->Add(Multiply(SBOSOFP,SBOSOFP),stretchfactor*stretchfactor*emsidebanduncert*emsidebanduncert);
|
| 587 |
|
|
if(isonpeak) fpredsyserr->Add(Multiply(SBOSOFN,SBOSOFN),stretchfactor*stretchfactor*emsidebanduncert*emsidebanduncert);
|
| 588 |
|
|
SQRT(fpredsyserr);
|
| 589 |
|
|
TH1F *fbgSysUp = (TH1F*)flippedpred->Clone("flipped_background_SysUp");
|
| 590 |
|
|
fbgSysUp->Add(fpredsyserr);
|
| 591 |
buchmann |
1.6 |
EliminateNegativeEntries(fbgSysUp);
|
| 592 |
buchmann |
1.1 |
fbgSysUp->Write();
|
| 593 |
buchmann |
1.2 |
TH1F *fbgSysDn = (TH1F*)flippedpred->Clone("flipped_background_SysDown");
|
| 594 |
buchmann |
1.1 |
fbgSysDn->Add(fpredsyserr,-1);
|
| 595 |
buchmann |
1.6 |
EliminateNegativeEntries(fbgSysDn);
|
| 596 |
buchmann |
1.1 |
fbgSysDn->Write();
|
| 597 |
|
|
delete fpredsyserr;
|
| 598 |
|
|
|
| 599 |
|
|
|
| 600 |
|
|
TH1F *Tpredsyserr = (TH1F*)Tpred->Clone("SysError");
|
| 601 |
|
|
Tpredsyserr->Add(Tpred,-1);//getting everything to zero.
|
| 602 |
|
|
Tpredsyserr->Add(Multiply(ZOSOFP,ZOSOFP),stretchfactor*stretchfactor*emuncert*emuncert);
|
| 603 |
|
|
if(isonpeak) Tpredsyserr->Add(Multiply(SBOSSFP,SBOSSFP),stretchfactor*stretchfactor*eemmsidebanduncert*eemmsidebanduncert);
|
| 604 |
|
|
if(isonpeak) Tpredsyserr->Add(Multiply(SBOSOFP,SBOSOFP),stretchfactor*stretchfactor*emsidebanduncert*emsidebanduncert);
|
| 605 |
|
|
SQRT(Tpredsyserr);
|
| 606 |
|
|
TH1F *TpredSysUp = (TH1F*)Tpred->Clone("TTbarBackground_SysUp");
|
| 607 |
|
|
TpredSysUp->Add(Tpredsyserr);
|
| 608 |
buchmann |
1.6 |
EliminateNegativeEntries(TpredSysUp);
|
| 609 |
buchmann |
1.1 |
TpredSysUp->Write();
|
| 610 |
buchmann |
1.2 |
TH1F *TpredSysDn = (TH1F*)Tpred->Clone("TTbarBackground_SysDown");
|
| 611 |
buchmann |
1.1 |
TpredSysDn->Add(Tpredsyserr,-1);
|
| 612 |
buchmann |
1.6 |
EliminateNegativeEntries(TpredSysDn);
|
| 613 |
buchmann |
1.1 |
TpredSysDn->Write();
|
| 614 |
|
|
delete Tpredsyserr;
|
| 615 |
|
|
|
| 616 |
|
|
TH1F *fTpredsyserr = (TH1F*)Tpred->Clone("SysError");
|
| 617 |
|
|
fTpredsyserr->Add(Tpred,-1);//getting everything to zero.
|
| 618 |
|
|
fTpredsyserr->Add(Multiply(ZOSOFN,ZOSOFN),stretchfactor*stretchfactor*emuncert*emuncert);
|
| 619 |
|
|
if(isonpeak) fTpredsyserr->Add(Multiply(SBOSSFN,SBOSSFN),stretchfactor*stretchfactor*eemmsidebanduncert*eemmsidebanduncert);
|
| 620 |
|
|
if(isonpeak) fTpredsyserr->Add(Multiply(SBOSOFN,SBOSOFN),stretchfactor*stretchfactor*emsidebanduncert*emsidebanduncert);
|
| 621 |
|
|
SQRT(fTpredsyserr);
|
| 622 |
|
|
TH1F *fTpredSysUp = (TH1F*)flippedTpred->Clone("flipped_TTbarBackground_SysUp");
|
| 623 |
|
|
fTpredSysUp->Add(fTpredsyserr);
|
| 624 |
buchmann |
1.6 |
EliminateNegativeEntries(fTpredSysUp);
|
| 625 |
buchmann |
1.1 |
fTpredSysUp->Write();
|
| 626 |
buchmann |
1.2 |
TH1F *fTpredSysDn = (TH1F*)flippedTpred->Clone("flipped_TTbarBackground_SysDown");
|
| 627 |
buchmann |
1.1 |
fTpredSysDn->Add(fTpredsyserr,-1);
|
| 628 |
buchmann |
1.6 |
EliminateNegativeEntries(fTpredSysDn);
|
| 629 |
buchmann |
1.1 |
fTpredSysDn->Write();
|
| 630 |
|
|
delete fTpredsyserr;
|
| 631 |
|
|
|
| 632 |
|
|
|
| 633 |
|
|
//------------------------------------------------------------------------------------------------------------------------
|
| 634 |
|
|
TH1F *Zpredsyserr = (TH1F*)Zpred->Clone("SysError");
|
| 635 |
|
|
Zpredsyserr->Add(Zpred,-1);//getting everything to zero.
|
| 636 |
|
|
Zpredsyserr->Add(Multiply(ZOSSFN,ZOSSFN),zjetsestimateuncert*zjetsestimateuncert);
|
| 637 |
|
|
Zpredsyserr->Add(Multiply(ZOSOFN,ZOSOFN),stretchfactor*stretchfactor*emuncert*emuncert);
|
| 638 |
|
|
if(isonpeak) Zpredsyserr->Add(Multiply(SBOSSFN,SBOSSFN),stretchfactor*stretchfactor*eemmsidebanduncert*eemmsidebanduncert);
|
| 639 |
|
|
if(isonpeak) Zpredsyserr->Add(Multiply(SBOSOFN,SBOSOFN),stretchfactor*stretchfactor*emsidebanduncert*emsidebanduncert);
|
| 640 |
|
|
SQRT(Zpredsyserr);
|
| 641 |
|
|
TH1F *ZpredSysUp = (TH1F*)Zpred->Clone("ZJetsBackground_SysUp");
|
| 642 |
|
|
ZpredSysUp->Add(Zpredsyserr);
|
| 643 |
buchmann |
1.6 |
EliminateNegativeEntries(ZpredSysUp);
|
| 644 |
buchmann |
1.1 |
ZpredSysUp->Write();
|
| 645 |
buchmann |
1.2 |
TH1F *ZpredSysDn = (TH1F*)Zpred->Clone("ZJetsBackground_SysDown");
|
| 646 |
buchmann |
1.1 |
ZpredSysDn->Add(Zpredsyserr,-1);
|
| 647 |
buchmann |
1.6 |
EliminateNegativeEntries(ZpredSysDn);
|
| 648 |
buchmann |
1.1 |
ZpredSysDn->Write();
|
| 649 |
|
|
delete Zpredsyserr;
|
| 650 |
|
|
|
| 651 |
|
|
TH1F *fZpredsyserr = (TH1F*)Zpred->Clone("SysError");
|
| 652 |
|
|
fZpredsyserr->Add(Zpred,-1);//getting everything to zero.
|
| 653 |
|
|
fZpredsyserr->Add(Multiply(ZOSSFP,ZOSSFP),zjetsestimateuncert*zjetsestimateuncert);
|
| 654 |
|
|
fZpredsyserr->Add(Multiply(ZOSOFP,ZOSOFP),stretchfactor*stretchfactor*emuncert*emuncert);
|
| 655 |
|
|
if(isonpeak) fZpredsyserr->Add(Multiply(SBOSSFP,SBOSSFP),stretchfactor*stretchfactor*eemmsidebanduncert*eemmsidebanduncert);
|
| 656 |
|
|
if(isonpeak) fZpredsyserr->Add(Multiply(SBOSOFP,SBOSOFP),stretchfactor*stretchfactor*emsidebanduncert*emsidebanduncert);
|
| 657 |
|
|
SQRT(fZpredsyserr);
|
| 658 |
|
|
TH1F *fZpredSysUp = (TH1F*)flippedZpred->Clone("flipped_ZJetsBackground_SysUp");
|
| 659 |
|
|
fZpredSysUp->Add(fZpredsyserr);
|
| 660 |
buchmann |
1.6 |
EliminateNegativeEntries(fZpredSysUp);
|
| 661 |
buchmann |
1.1 |
fZpredSysUp->Write();
|
| 662 |
buchmann |
1.2 |
TH1F *fZpredSysDn = (TH1F*)flippedZpred->Clone("flipped_ZJetsBackground_SysDown");
|
| 663 |
buchmann |
1.1 |
fZpredSysDn->Add(fZpredsyserr,-1);
|
| 664 |
buchmann |
1.6 |
EliminateNegativeEntries(fZpredSysDn);
|
| 665 |
buchmann |
1.1 |
fZpredSysDn->Write();
|
| 666 |
|
|
delete fZpredsyserr;
|
| 667 |
|
|
}
|
| 668 |
|
|
|
| 669 |
buchmann |
1.2 |
/*if(identifier=="") {
|
| 670 |
buchmann |
1.1 |
for(int i=0;i<binning.size()-1;i++) {
|
| 671 |
|
|
cout << "[ " << binning[i] << " , " << binning[i+1] << "] : O " << obs->GetBinContent(i+1) << " P " << pred->GetBinContent(i+1) << " (Z: " << Zpred->GetBinContent(i+1) << " , T: " << Tpred->GetBinContent(i+1) << ")" << endl;
|
| 672 |
|
|
}
|
| 673 |
buchmann |
1.2 |
}*/
|
| 674 |
buchmann |
1.1 |
delete ZOSSFP;
|
| 675 |
|
|
delete ZOSOFP;
|
| 676 |
|
|
delete ZOSSFN;
|
| 677 |
|
|
delete ZOSOFN;
|
| 678 |
|
|
|
| 679 |
|
|
if(PlottingSetup::RestrictToMassPeak) {
|
| 680 |
|
|
delete SBOSSFP;
|
| 681 |
|
|
delete SBOSOFP;
|
| 682 |
|
|
delete SBOSSFN;
|
| 683 |
|
|
delete SBOSOFN;
|
| 684 |
|
|
}
|
| 685 |
|
|
}
|
| 686 |
|
|
|
| 687 |
|
|
}
|
| 688 |
|
|
|
| 689 |
buchmann |
1.4 |
ShapeDroplet LimitsFromShapes(bool asymptotic, float firstGuess, TTree *events, string addcut, string name, string mcjzb, string datajzb, vector<float> jzbbins, float jzbpeakerrormc, float jzbpeakerrordata) {
|
| 690 |
buchmann |
1.1 |
map < pair<float, float>, map<string, float> > xsec;
|
| 691 |
|
|
if(SUSYScanSpace::SUSYscantype==mSUGRA) xsec=getXsec(PlottingSetup::cbafbasedir+"/"+mSUGRAxsFile);
|
| 692 |
|
|
|
| 693 |
|
|
time_t timestamp;
|
| 694 |
|
|
tm *now;
|
| 695 |
|
|
timestamp = time(0);
|
| 696 |
|
|
now = localtime(×tamp);
|
| 697 |
|
|
stringstream RunDirectoryS;
|
| 698 |
|
|
RunDirectoryS << PlottingSetup::cbafbasedir << "/exchange/ShapeComputation___" << name << "__" << now->tm_hour << "h_" << now->tm_min << "m_" << now->tm_sec << "s___" << rand();
|
| 699 |
|
|
string RunDirectory = RunDirectoryS.str();
|
| 700 |
|
|
|
| 701 |
|
|
ensure_directory_exists(RunDirectory);
|
| 702 |
|
|
|
| 703 |
|
|
TFile *datafile = new TFile("../StoredShapes.root","READ");
|
| 704 |
|
|
if(datafile->IsZombie()) {
|
| 705 |
|
|
write_error(__FUNCTION__,"Fatal error: The stored shapes are not available!");
|
| 706 |
|
|
assert(!datafile->IsZombie());
|
| 707 |
|
|
}
|
| 708 |
|
|
cout << "Run Directory: " << RunDirectory << endl;
|
| 709 |
buchmann |
1.2 |
TFile *limfile = new TFile((RunDirectory+"/PRElimitfile.root").c_str(),"RECREATE");
|
| 710 |
buchmann |
1.1 |
|
| 711 |
|
|
TIter nextkey(datafile->GetListOfKeys());
|
| 712 |
|
|
TKey *key;
|
| 713 |
|
|
while ((key = (TKey*)nextkey()))
|
| 714 |
|
|
{
|
| 715 |
|
|
TH1F *obj =(TH1F*) key->ReadObj();
|
| 716 |
|
|
limfile->cd();
|
| 717 |
|
|
obj->Write();
|
| 718 |
|
|
}
|
| 719 |
|
|
|
| 720 |
|
|
TCanvas *limcan = new TCanvas("limcan","Canvas for calculating limits");
|
| 721 |
|
|
|
| 722 |
|
|
bool signalonly=true;
|
| 723 |
|
|
bool dataonly=false;
|
| 724 |
|
|
|
| 725 |
|
|
generate_shapes_for_systematic(signalonly,dataonly,limfile,events,"",mcjzb,datajzb,noJES,jzbbins,limcan,addcut,xsec);
|
| 726 |
buchmann |
1.2 |
// generate_shapes_for_systematic(signalonly,dataonly,limfile,events,"peakUp",newjzbexpression(mcjzb,jzbpeakerrormc),newjzbexpression(datajzb,jzbpeakerrordata),noJES,jzbbins,limcan,addcut,xsec);
|
| 727 |
|
|
// generate_shapes_for_systematic(signalonly,dataonly,limfile,events,"peakDown",newjzbexpression(mcjzb,-jzbpeakerrormc),newjzbexpression(datajzb,-jzbpeakerrordata),noJES,jzbbins,limcan,addcut,xsec);
|
| 728 |
buchmann |
1.1 |
generate_shapes_for_systematic(signalonly,dataonly,limfile,events,"JESUp",mcjzb,datajzb,JESup,jzbbins,limcan,addcut,xsec);
|
| 729 |
|
|
generate_shapes_for_systematic(signalonly,dataonly,limfile,events,"JESDown",mcjzb,datajzb,JESdown,jzbbins,limcan,addcut,xsec);
|
| 730 |
|
|
|
| 731 |
|
|
float JZBScaleUncert=0.05; //if you modify this value please also adapt it in Systematics.C not only here in ShapeLimit.C
|
| 732 |
|
|
float scaledown=0,scaleup=0,scalesyst=0;
|
| 733 |
|
|
float mceff=0,mcefferr=0;
|
| 734 |
|
|
int flipped=0;
|
| 735 |
|
|
int Neventsinfile=10000;//doesn't matter.
|
| 736 |
|
|
string informalname="ShapeAnalysis";
|
| 737 |
|
|
|
| 738 |
|
|
bool docomplicatedmSUGRAxsreweighting=false; //if you modify this value please also adapt it in Systematics.C not only here in ShapeLimit.C
|
| 739 |
|
|
|
| 740 |
|
|
MCefficiency(events,mceff,mcefferr,flipped,mcjzb,requireZ,Neventsinfile,SUSYScanSpace::SUSYscantype,xsec,addcut,-1);
|
| 741 |
buchmann |
1.6 |
if(mceff<0) {
|
| 742 |
|
|
flipped=1;
|
| 743 |
|
|
write_info(__FUNCTION__,"Doing flipping!");
|
| 744 |
|
|
}
|
| 745 |
buchmann |
1.1 |
doJZBscale(events,SUSYScanSpace::SUSYscantype==mSUGRA&&docomplicatedmSUGRAxsreweighting,xsec,scaledown,scaleup,scalesyst,JZBScaleUncert,informalname,flipped,requireZ,addcut);
|
| 746 |
buchmann |
1.4 |
float PDFuncert=0;
|
| 747 |
buchmann |
1.1 |
int NPdfs = get_npdfs(events);
|
| 748 |
|
|
if(SUSYScanSpace::SUSYscantype!=mSUGRA) PDFuncert = get_pdf_uncertainty(events, flipped, mcjzb, requireZ, Neventsinfile, SUSYScanSpace::SUSYscantype, xsec, NPdfs, addcut);
|
| 749 |
|
|
|
| 750 |
buchmann |
1.2 |
float JZBscale=scaledown;
|
| 751 |
|
|
if(scaleup>scaledown) JZBscale=scaleup;
|
| 752 |
|
|
dout << endl;
|
| 753 |
|
|
dout << endl;
|
| 754 |
|
|
dout << "Will use the following scalar (non-shape) systematics : " << endl;
|
| 755 |
|
|
dout << " JZB Scale (JSU) : " << JZBscale << endl;
|
| 756 |
|
|
dout << " PDF : " << PDFuncert << endl;
|
| 757 |
|
|
|
| 758 |
buchmann |
1.4 |
float SignalIntegral;
|
| 759 |
|
|
if(flipped) {
|
| 760 |
|
|
TH1F *flisi = (TH1F*)(limfile->Get("flipped_signal"));
|
| 761 |
|
|
SignalIntegral= flisi ->Integral();
|
| 762 |
|
|
delete flisi;
|
| 763 |
|
|
}
|
| 764 |
|
|
else {
|
| 765 |
|
|
TH1F *flisi = (TH1F*)(limfile->Get("signal"));
|
| 766 |
|
|
SignalIntegral= flisi ->Integral();
|
| 767 |
|
|
delete flisi;
|
| 768 |
|
|
}
|
| 769 |
|
|
|
| 770 |
buchmann |
1.2 |
TFile *final_limfile = new TFile((RunDirectory+"/limitfile.root").c_str(),"RECREATE");
|
| 771 |
|
|
|
| 772 |
|
|
TIter nnextkey(limfile->GetListOfKeys());
|
| 773 |
|
|
TKey *nkey;
|
| 774 |
buchmann |
1.4 |
|
| 775 |
|
|
if(SignalIntegral==0) SignalIntegral=1; //case when the integral is zero - don't try to normalize, just leave it as it is
|
| 776 |
|
|
|
| 777 |
buchmann |
1.2 |
while ((nkey = (TKey*)nnextkey()))
|
| 778 |
|
|
{
|
| 779 |
|
|
TH1F *obj =(TH1F*) nkey->ReadObj();
|
| 780 |
|
|
if(flipped&&!Contains(obj->GetName(),"flipped")) continue;
|
| 781 |
|
|
if(!flipped&&Contains(obj->GetName(),"flipped")) continue;
|
| 782 |
|
|
if(flipped) obj->SetName(strip_flip_away(obj->GetName()));
|
| 783 |
|
|
final_limfile->cd();
|
| 784 |
buchmann |
1.4 |
if(Contains(obj->GetName(),"signal")) {
|
| 785 |
|
|
obj->Scale(1.0/SignalIntegral);
|
| 786 |
|
|
}
|
| 787 |
buchmann |
1.2 |
obj->Write();
|
| 788 |
|
|
}
|
| 789 |
buchmann |
1.1 |
|
| 790 |
buchmann |
1.6 |
prepare_limit_datacard(RunDirectory,final_limfile,JZBscale,PDFuncert);
|
| 791 |
buchmann |
1.4 |
|
| 792 |
buchmann |
1.2 |
final_limfile->Close();
|
| 793 |
buchmann |
1.1 |
limfile->Close();
|
| 794 |
buchmann |
1.4 |
dout << "Info: Shape root file and datacard have been generated in " << RunDirectory << endl;
|
| 795 |
|
|
stringstream command;
|
| 796 |
|
|
if(asymptotic) {
|
| 797 |
|
|
if(firstGuess>0) command << "bash CreateModel.sh " << RunDirectory << " susydatacard.txt" << " 1 0 0 " << firstGuess; // ASYMPTOTIC LIMITS WITH FIRST GUESS
|
| 798 |
|
|
else command << "bash CreateModel.sh " << RunDirectory << " susydatacard.txt" << " 0 0 0 0"; // ASYMPTOTIC LIMITS
|
| 799 |
|
|
}
|
| 800 |
|
|
else command << "bash CreateModel.sh " << RunDirectory << " susydatacard.txt" << " 2 0 " << int(0.5 * firstGuess) << " " << int(2*firstGuess); // ASYMPTOTIC LIMITS
|
| 801 |
|
|
dout <<"Going to run : " << command.str() << endl;
|
| 802 |
|
|
int CreatedModelFileExitCode = gSystem->Exec(command.str().c_str());
|
| 803 |
buchmann |
1.2 |
cout << "exit code of limit algorithm (CreateModel.sh) : " << CreatedModelFileExitCode << endl;
|
| 804 |
buchmann |
1.6 |
if(!(CreatedModelFileExitCode==0)) {
|
| 805 |
|
|
write_warning(__FUNCTION__,"Something bad happened. It looks like a shape analysis is not the way to go. ");
|
| 806 |
|
|
ShapeDroplet alpha;
|
| 807 |
|
|
alpha.observed=-12345; // this is the flag to say watch out something went wrong with the signal ...
|
| 808 |
|
|
alpha.SignalIntegral=1;
|
| 809 |
|
|
return alpha;
|
| 810 |
|
|
}
|
| 811 |
buchmann |
1.2 |
ShapeDroplet alpha;
|
| 812 |
|
|
alpha.readDroplet(RunDirectory+"/ShapeDropletResult.txt");
|
| 813 |
|
|
alpha.PDF=PDFuncert;
|
| 814 |
|
|
alpha.JSU=JZBscale;
|
| 815 |
buchmann |
1.4 |
alpha.SignalIntegral=SignalIntegral;
|
| 816 |
buchmann |
1.2 |
dout << "Done reading limit information from droplet" << endl;
|
| 817 |
|
|
dout << alpha << endl;
|
| 818 |
buchmann |
1.1 |
|
| 819 |
|
|
dout << "Everything is saved in " << RunDirectory << endl;
|
| 820 |
buchmann |
1.4 |
dout << "Will transfer model and datacard over for possible post-processing" << endl;
|
| 821 |
|
|
dout << " 1) Make sure models directory exists ... " << std::flush;
|
| 822 |
|
|
gSystem->Exec("mkdir -p models/");
|
| 823 |
|
|
dout << " ok!" << endl;
|
| 824 |
|
|
dout << " 2) Deleting any previous model files with the same name ... " << std::flush;
|
| 825 |
|
|
stringstream delcommand;
|
| 826 |
|
|
delcommand << "rm models/model_" << name << ".root";
|
| 827 |
|
|
gSystem->Exec(delcommand.str().c_str());
|
| 828 |
|
|
stringstream delcommand2;
|
| 829 |
|
|
delcommand2 << "rm models/model_" << name << ".txt";
|
| 830 |
|
|
gSystem->Exec(delcommand2.str().c_str());
|
| 831 |
|
|
dout << " ok!" << endl;
|
| 832 |
|
|
dout << " 3) Transfering the new model files ... " << std::flush;
|
| 833 |
|
|
stringstream copycommand;
|
| 834 |
|
|
copycommand << "cp " << RunDirectory << "/model.root models/model_" << name << ".root";
|
| 835 |
|
|
gSystem->Exec(copycommand.str().c_str());
|
| 836 |
|
|
stringstream copycommand2;
|
| 837 |
|
|
copycommand2 << "cp " << RunDirectory << "/susydatacard.txt models/model_" << name << ".txt";
|
| 838 |
|
|
gSystem->Exec(copycommand2.str().c_str());
|
| 839 |
|
|
stringstream copycommand3;
|
| 840 |
|
|
copycommand3 << "cp " << RunDirectory << "/limitfile.root models/model_" << name << "_histo.root";
|
| 841 |
|
|
gSystem->Exec(copycommand3.str().c_str());
|
| 842 |
|
|
dout << " ok!" << endl;
|
| 843 |
|
|
dout << " 4) Removing original working directory (" << RunDirectory << ") ... " << std::flush;
|
| 844 |
|
|
write_warning(__FUNCTION__,"Watch out : need to uncomment the line below to remove the original working directory again");
|
| 845 |
buchmann |
1.1 |
// gSystem->Exec(("rm -r "+RunDirectory).c_str());
|
| 846 |
buchmann |
1.4 |
dout << " ok!" << endl;
|
| 847 |
|
|
delete limcan;
|
| 848 |
|
|
return alpha;
|
| 849 |
buchmann |
1.1 |
}
|
| 850 |
|
|
|
| 851 |
|
|
void PrepareDataShapes(string datajzb, vector<float> jzbbins, float jzbpeakerrordata) {
|
| 852 |
buchmann |
1.2 |
// dout << "Generating data shape templates ... " << endl;
|
| 853 |
buchmann |
1.1 |
map < pair<float, float>, map<string, float> > xsec;
|
| 854 |
|
|
TFile *datafile = new TFile("../DistributedModelCalculations/StoredShapes.root","RECREATE");
|
| 855 |
|
|
TCanvas *limcan = new TCanvas("limcan","Canvas for calculating limits");
|
| 856 |
|
|
TTree *faketree;
|
| 857 |
|
|
bool dataonly=true;
|
| 858 |
|
|
bool signalonly=false;
|
| 859 |
|
|
string mcjzb="JZBforMCinPrepareDataShapes";//this string is not used.
|
| 860 |
|
|
float jzbpeakerrormc=0;
|
| 861 |
|
|
generate_shapes_for_systematic(signalonly,dataonly,datafile,faketree,"",mcjzb,datajzb,noJES,jzbbins,limcan,"",xsec);
|
| 862 |
|
|
// don't need these effects for obs & pred, only for signal!
|
| 863 |
|
|
// generate_shapes_for_systematic(signalonly,dataonly,datafile,faketree,"peakUp",newjzbexpression(mcjzb,jzbpeakerrormc),newjzbexpression(datajzb,jzbpeakerrordata),noJES,jzbbins,limcan,"",xsec);
|
| 864 |
|
|
// generate_shapes_for_systematic(signalonly,dataonly,datafile,faketree,"peakDown",newjzbexpression(mcjzb,-jzbpeakerrormc),newjzbexpression(datajzb,-jzbpeakerrordata),noJES,jzbbins,limcan,"",xsec);
|
| 865 |
|
|
// generate_shapes_for_systematic(signalonly,dataonly,datafile,faketree,"JESUp",mcjzb,datajzb,JESup,jzbbins,limcan,"",xsec);
|
| 866 |
|
|
// generate_shapes_for_systematic(signalonly,dataonly,datafile,faketree,"JESDown",mcjzb,datajzb,JESdown,jzbbins,limcan,"",xsec);
|
| 867 |
|
|
datafile->Close();
|
| 868 |
|
|
}
|
| 869 |
|
|
|
