void vertex_distribution_dataMC() {
bool print = false;
TFile *file0 = TFile::Open("results/RecoRoutines_W-selection_WJetsMGZ238PU.root");
TFile *file1 = TFile::Open("results/RecoRoutines_W-selection_dataskimnov4rereco_newJetColl.root");
TCanvas * canvas = makeCanvas("vertexDistribution_dataMC");
TH1D * mc = (TH1D*)file0->Get("RECO_PolPlots_50toinf/RECO_NumVerticesPerEvent");
TH1D * data = (TH1D*)file1->Get("RECO_PolPlots_50toinf/RECO_NumVerticesPerEvent");
mc->GetXaxis()->SetTitle("Vertex Multiplicity");
mc->GetXaxis()->SetTitleSize(0.06);
mc->GetXaxis()->SetLabelOffset(0.015);
mc->GetXaxis()->SetTitleOffset(1.2);
mc->GetXaxis()->SetRangeUser(0,10);
mc->GetYaxis()->SetRangeUser(0,0.35);
mc->GetYaxis()->SetTitle("Normalised");
mc->GetYaxis()->SetTitleSize(0.06);
mc->GetYaxis()->SetTitleOffset(0.85);
mc->SetLineColor(kRed);
data->SetLineColor(kBlack);
mc->SetLineWidth(4);
mc->SetLineStyle(2);
data->SetLineWidth(4);
data->SetLineStyle(1);
leg = new TLegend(0.6426174,0.8074324,0.9010067,0.9273649,NULL,"brNDC");
leg->AddEntry(mc,"MC","l");
leg->AddEntry(data,"Data","l");
leg->SetFillColor(kWhite);
leg->SetBorderSize(0);
leg->SetTextFont(62);
canvas->cd();
mc->DrawNormalized("h");
data->DrawNormalized("sameh");
leg->DrawClone();
if(print) {
canvas->Write();
}
file1->Close();
file0->Close();
return;
}
int main(int argc, char* argv[])
{
TROOT rsession("test","test");
rsession.SetBatch(0);
TApplication theApp("App", &argc, argv);
spectrum spec = spectrum();
Int_t debin = 6;
Double_t eoffset = -1.0;
Double_t mass = 0.5;
Double_t background = 0;
Double_t scale = 0.9;
Double_t t0 = 20E-6;
Int_t datalen = 400;
TH1D *inptg = new TH1D("inptg", "", datalen, 0, datalen);
inptg->SetLineColor(2);
TH1D *fitog = new TH1D("fitog", "", datalen, 0, datalen);
fitog->SetLineStyle(2);
spec.set_nbinsde(debin);
spec.set_tmean(t0);
spec.set_in_pars(scale, eoffset, mass*mass, background);
spec.build_data_spectrum();
spec.do_a_fit();
datalen = spec.get_datalen();
cout << "enter to exit" << endl;
spec.~spectrum();
cin.ignore();
return 0;
}
void PrintHist(const char *filename = "test.root", const char *histname = "histname") {
Init();
TFile *f = new TFile(filename);
TH1D *histo;
histo = (TH1D*)(f->Get(histname));
histo->GetXaxis()->SetTitleSize(0.055);
histo->GetYaxis()->SetTitleSize(0.055);
histo->GetXaxis()->SetLabelSize(0.04);
histo->GetYaxis()->SetLabelSize(0.05);
histo->GetXaxis()->SetTitleOffset(1.15);
histo->GetYaxis()->SetTitleOffset(1.1);
histo->SetTitle("");
histo->SetLineStyle(1);
histo->SetLineWidth(2);
// histo->GetXaxis()->SetTitle("Vcal [low range DAC units]");
// histo->GetYaxis()->SetTitle("PH [ADC units]");
histo->GetXaxis()->SetTitle("par1");
histo->GetYaxis()->SetTitle("# pixels");
// histo->GetXaxis()->SetTitle("position resolution [#mum]");
// histo->GetYaxis()->SetTitle("# pixels");
// histo->GetXaxis()->SetTitle("Vana [DAC units]");
// histo->GetYaxis()->SetTitle("par1");
// histo->GetXaxis()->SetTitle("nChip");
// histo->GetYaxis()->SetTitle("par1");
histo->Draw();
//histo->Draw("colz");
}
TH1D* returnRelDiff(TH1D* h, TH1D* b, TString name) {
TH1D* hRelDiff = new TH1D(name, "", h->GetNbinsX(), h->GetXaxis()->GetXmin(), h->GetXaxis()->GetXmax());
hRelDiff->SetLineColor(h->GetLineColor());
hRelDiff->SetLineStyle(h->GetLineStyle());
hRelDiff->SetLineWidth(h->GetLineWidth());
hRelDiff->GetYaxis()->SetTitleOffset(0.42);
hRelDiff->GetYaxis()->SetTitleSize(0.13);
hRelDiff->GetYaxis()->SetLabelSize(0.10);
hRelDiff->GetXaxis()->SetTitleOffset(1.2);
hRelDiff->GetXaxis()->SetTitleSize(0.13);
hRelDiff->GetXaxis()->SetLabelSize(0.12);
//hRelDiff->GetXaxis()->CenterTitle();
hRelDiff->GetYaxis()->CenterTitle();
hRelDiff->GetYaxis()->SetNdivisions(303,kTRUE);
// (mc-data)/mc, uncertainty is √data
for (Int_t i=1; i<h->GetNbinsX()+1; i++) {
Double_t y = b->GetBinContent(i);
Double_t val = h->GetBinContent(i) - y;
if (y!=0) { hRelDiff->SetBinContent(i, val/h->GetBinContent(i)); hRelDiff->SetBinError(i,TMath::Sqrt(b->GetBinContent(i))/h->GetBinContent(i)); }
else hRelDiff->SetBinContent(i, 0);
}
return hRelDiff;
}
void plotter::draw_projection(TH1D* proj_, TH1D* compare_, TString file_name ){
TH1D* proj = (TH1D*) proj_->Clone("proj");
TH1D* compare = (TH1D*) compare_->Clone("compare");
// check if distribution agrees with Matrix projection
// since there are some numerical effects involved in the projection,
// the warning is only printed if both distributions do not agree within 1%
int nbins = proj->GetSize() - 2;
for(int i=1; i<= nbins; i++){
double nproj = proj->GetBinContent(i);
double ncomp = compare->GetBinContent(i);
if(nproj < ncomp * 0.99 && nproj > ncomp * 1.01){
std::cout << "Projection and Distribution in " << file_name << " do not agree in bin " << i << std::endl;
}
}
TCanvas *c= new TCanvas("Projection Gen","",600,600);
gPad->SetLeftMargin(0.15);
proj->SetLineColor(kAzure+7);
proj->Draw("HIST");
compare->SetLineColor(kRed);
compare->SetLineStyle(7);
compare->Draw("HIST SAME");
TLegend *l=new TLegend(0.55,0.65,0.85,0.8);
l->SetBorderSize(0);
l->SetFillStyle(0);
l->AddEntry(proj,"Projection from matrix","l");
l->AddEntry(compare,"MC Gen","pl");
l->Draw();
c->SaveAs(directory + file_name + ".pdf");
delete c;
}
void plotRate(){
//TFile * f_ttbar= new TFile("ttbar-output-2014-06-22.root");
TFile * f= new TFile("./rateTest.root");
std::vector<TString> jetnum;
//jetnum.push_back("0");
//jetnum.push_back("1");
//jetnum.push_back("2");
jetnum.push_back("3");
std::vector<TString> truejetnum;
//truejetnum.push_back("1");
// truejetnum.push_back("2");
// truejetnum.push_back("3");
truejetnum.push_back("4");
//jetType.push_back("calib_gct");
int i = -1;
for (iNum = jetnum.begin();iNum != jetnum.end(); iNum++)
{
i++;
std::cout <<"jetNumber_"+*iNum+"/5400_calib_nopus_"+*iNum+"_Rate" << std::endl;
TH1D* nopus = f->Get("jetNumber_"+*iNum+"/5400_calib_nopus_"+*iNum+"_Rate");
TH1D* donutseed = f->Get("jetNumber_"+*iNum+"/5450_calib_donut_"+*iNum+"_Rate");
TH1D* nopusseed = f->Get("jetNumber_"+*iNum+"/5450_calib_nopus_"+*iNum+"_Rate");
TH1D* global = f->Get("jetNumber_"+*iNum+"/5400_calib_global_"+*iNum+"_Rate");
TH1D* gct = f->Get("jetNumber_"+*iNum+"/gct_calib_gen_"+*iNum+"_Rate");
TLegend* leg = new TLegend(0.55,0.55,0.85,0.85);
leg->SetFillColor(0);
TCanvas * c = new TCanvas("Turn on Curve "+*iNum+" (p_{T} ","",600,600);
c->cd();
nopus->GetXaxis()->SetTitle("Pt/GeV");
nopus->SetTitle("");
gStyle->SetOptStat(0);
nopus->GetXaxis()->SetTitleOffset(1.4);
nopus->GetYaxis()->SetTitle("Rate for jet "+truejetnum.at(i)+"/Hz");
nopus->GetYaxis()->SetTitleOffset(1.4);
nopus->SetLineColor(1);
nopus->GetXaxis()->SetRangeUser(25,45);
nopusseed->SetLineStyle(2);
donutseed->SetLineColor(2);
donutseed->SetMarkerColor(2);
global->SetLineColor(4);
gct->SetLineColor(8);
global->SetMarkerColor(4);
nopus->Draw();
nopusseed->Draw("same");
donutseed->Draw("same");
global->Draw("same");
gct->Draw("same");
leg->AddEntry(nopus,"No PUS","l");
leg->AddEntry(nopusseed,"No PUS (Seed 5)","l");
leg->AddEntry(donutseed,"Donut Sub (Seed 5)","l");
leg->AddEntry(global,"Global Sub","l");
leg->AddEntry(gct,"GCT","l");
leg->Draw("L");
c->SaveAs("output/cmsweek/rate"+*iNum+".png");
}
return;
}
void plotter::draw_output_pseudo(TH1* output_, TH1D* pseudotruth_, TH1D* mctruth_, bool norm, TString file_name){
TH1* output = (TH1*) output_->Clone("output");
TH1D* pseudotruth = (TH1D*) pseudotruth_->Clone("pseudotruth");
TH1D* mctruth = (TH1D*) mctruth_->Clone("mctruth");
double ymax_temp = 0;
if(pseudotruth->GetMaximum() > ymax_temp) ymax_temp = pseudotruth->GetMaximum();
if(mctruth->GetMaximum() > ymax_temp) ymax_temp = mctruth->GetMaximum();
if(output->GetMaximum() > ymax_temp) ymax_temp = output->GetMaximum();
double ymax = 1.5 * ymax_temp;
pseudotruth->SetTitle(" ");
pseudotruth->GetYaxis()->SetRangeUser(0., ymax);
pseudotruth->GetXaxis()->SetTitle("Leading-jet mass [GeV]");
if(norm) pseudotruth->GetYaxis()->SetTitle("#frac{1}{#sigma} #frac{d#sigma}{dm_{jet}} [#frac{1}{GeV}]");
else pseudotruth->GetYaxis()->SetTitle("events");
pseudotruth->GetYaxis()->SetTitleOffset(1.1);
pseudotruth->GetXaxis()->SetTitleOffset(0.9);
pseudotruth->GetYaxis()->SetTitleSize(0.05);
pseudotruth->GetXaxis()->SetTitleSize(0.05);
pseudotruth->GetYaxis()->SetNdivisions(505);
pseudotruth->SetLineWidth(4);
pseudotruth->SetLineColor(kRed);
mctruth->SetLineWidth(3);
mctruth->SetLineStyle(2);
mctruth->SetLineColor(kBlue);
output->SetLineColor(kBlack);
output->SetMarkerColor(kBlack);
output->SetMarkerStyle(8);
output->SetMarkerSize(1);
TCanvas *c= new TCanvas("Particle Level","",600,600);
gPad->SetLeftMargin(0.15);
TGaxis::SetMaxDigits(3);
pseudotruth->Draw("HIST SAME");
mctruth->Draw("HIST SAME");
output->Draw("E1 SAME");
TLegend *l;
if(mctruth->GetSize() > 20) l=new TLegend(0.2,0.6,0.4,0.85);
else l=new TLegend(0.55,0.6,0.85,0.85);
l->SetBorderSize(0);
l->SetFillStyle(0);
l->AddEntry(output,"pseudo data","pl");
l->AddEntry(pseudotruth,"pseudo data truth","pl");
l->AddEntry(mctruth,"MC truth","pl");
l->SetTextSize(0.04);
l->Draw();
gPad->RedrawAxis();
c->SaveAs(directory + file_name + ".pdf");
delete c;
}
void plotter::draw_output_stat(TH1* output_, TH1* stat_, TH1D* truth_, bool norm, TString file_name){
// std::vector<double> sys = get_sys_errors();
// TH1* output_sys = add_error_bar(output, sys);
TH1* output = (TH1*) output_->Clone("output");
TH1* stat = (TH1*) stat_->Clone("stat");
TH1D* truth = (TH1D*) truth_->Clone("truth");
TCanvas *c = new TCanvas("c","",600,600);
double ymax;
gPad->SetLeftMargin(0.15);
if(truth->GetMaximum() > output->GetMaximum()) ymax = 1.5 * truth->GetMaximum();
else ymax = 1.5 * output->GetMaximum();
TGaxis::SetMaxDigits(3);
output->SetTitle(" ");
output->GetYaxis()->SetRangeUser(0., ymax);
output->GetXaxis()->SetTitle("Leading-jet mass [GeV]");
if(norm) output->GetYaxis()->SetTitle("#frac{1}{#sigma} #frac{d#sigma}{dm_{jet}} [#frac{1}{GeV}]");
else output->GetYaxis()->SetTitle("events");
output->GetYaxis()->SetTitleOffset(1.1);
output->GetXaxis()->SetTitleOffset(0.9);
output->GetYaxis()->SetTitleSize(0.05);
output->GetXaxis()->SetTitleSize(0.05);
output->GetYaxis()->SetNdivisions(505);
output->SetLineColor(kBlack);
output->SetMarkerColor(kBlack);
output->SetMarkerStyle(8);
output->SetMarkerSize(1);
output->Draw("E1");
stat->SetLineColor(kBlack);
stat->SetMarkerColor(kBlack);
stat->SetMarkerStyle(8);
stat->SetMarkerSize(1);
gStyle->SetEndErrorSize(5);
truth->SetLineWidth(3);
truth->SetLineColor(kRed);
truth->SetLineStyle(2);
truth->Draw("HIST SAME");
stat->Draw("E1 SAME");
output->Draw("E1 SAME");
TLegend *l=new TLegend(0.5,0.65,0.85,0.85);
l->SetBorderSize(0);
l->SetFillStyle(0);
l->AddEntry(output,"data unfolded","pl");
l->AddEntry(truth,"MC particle level","pl");
l->SetTextSize(0.04);
l->Draw();
c->SaveAs(directory + file_name + ".pdf");
delete c;
}
void plotter::draw_output_smear(std::vector<TH1*> output_, TH1D* truth_, TString file_name){
// std::vector<double> sys = get_sys_errors();
// TH1* output_sys = add_error_bar(output, sys);
std::vector<TH1*> outputs;
for(int i=0; i<output_.size(); i++){
TH1* hist = (TH1*) output_[i]->Clone();
outputs.push_back(hist);
}
TH1D* truth = (TH1D*) truth_->Clone("truth");
TCanvas *c = new TCanvas("c","",600,600);
double ymax;
gPad->SetLeftMargin(0.15);
if(truth->GetMaximum() > outputs[0]->GetMaximum()) ymax = 1.5 * truth->GetMaximum();
else ymax = 1.5 * outputs[0]->GetMaximum();
TGaxis::SetMaxDigits(3);
for(auto output: outputs){
output->SetTitle(" ");
output->GetYaxis()->SetRangeUser(0., ymax);
output->GetXaxis()->SetTitle("Leading-jet mass [GeV]");
output->GetYaxis()->SetTitle("events");
output->GetYaxis()->SetTitleOffset(1.1);
output->GetXaxis()->SetTitleOffset(0.9);
output->GetYaxis()->SetTitleSize(0.05);
output->GetXaxis()->SetTitleSize(0.05);
output->GetYaxis()->SetNdivisions(505);
output->SetLineColor(kBlack);
output->SetMarkerColor(kBlack);
output->SetMarkerStyle(8);
output->SetMarkerSize(1);
output->Draw("E1 SAME");
}
gStyle->SetEndErrorSize(5);
truth->SetLineWidth(3);
truth->SetLineColor(kRed);
truth->SetLineStyle(2);
truth->Draw("HIST SAME");
TLegend *l;
if(truth->GetSize() > 20) l=new TLegend(0.2,0.6,0.4,0.85);
else l=new TLegend(0.5,0.6,0.85,0.85);
l->SetBorderSize(0);
l->SetFillStyle(0);
l->AddEntry(outputs[0],"data unfolded","pl");
l->AddEntry(truth,"MC particle level","pl");
l->SetTextSize(0.04);
l->Draw();
c->SaveAs(directory + file_name + ".pdf");
delete c;
}
void plot(TFile * measurement, const char * mname, TFile * mctruth, const char * mcname)
{
TH1D * mHistogram = (TH1D*) measurement->Get(mname);
TH1D * mcHistogram = (TH1D*) mctruth->Get(mcname);
mHistogram->GetYaxis()->SetRangeUser(0., 1.2);
mcHistogram->GetYaxis()->SetRangeUser(0., 1.2);
mHistogram->SetLineWidth(2);
mcHistogram->SetLineWidth(2);
mcHistogram->SetLineStyle(2);
mcHistogram->SetLineColor(kRed);
mHistogram->Draw();
mcHistogram->Draw("same");
TLegend * legend = new TLegend(0.25, 0.77, 0.6, 0.92);
legend->AddEntry(mHistogram, "Measure", "pl");
legend->AddEntry(mcHistogram, "MCTruth", "l");
legend->Draw();
}
void plotter::draw_rec(TH1D* data_, TH1D* sig_, TH1D* bgr_, TString file_name){
TH1D* data = (TH1D*) data_->Clone("data");
TH1D* sig = (TH1D*) sig_->Clone("sig");
TH1D* bgr = (TH1D*) bgr_->Clone("bgr");
TCanvas *c= new TCanvas("c","",1200,600);
gPad->SetLeftMargin(0.15);
sig->Add(bgr, 1.);
sig->SetTitle(" ");
sig->GetYaxis()->SetRangeUser(0., 250);
sig->GetXaxis()->SetTitle("detector binning");
sig->GetYaxis()->SetTitle("events");
sig->GetYaxis()->SetTitleOffset(1.5);
sig->GetYaxis()->SetNdivisions(505);
sig->SetFillColor(810);
sig->SetLineColor(810);
sig->Draw("HIST");
bgr->SetFillColor(kGray);
bgr->SetLineColor(kBlack);
bgr->SetFillStyle(1001);
bgr->Draw("HIST SAME");
data->SetLineColor(kBlack);
data->SetLineColor(kBlack);
data->SetLineStyle(1);
data->SetMarkerColor(kBlack);
data->SetMarkerStyle(20);
data->Draw("E SAME");
TLegend *l=new TLegend(0.2,0.7,0.4,0.88);
l->SetBorderSize(0);
l->SetFillStyle(0);
l->AddEntry(data,"Data","pl");
l->AddEntry(sig,"t#bar{t}","f");
l->AddEntry(bgr,"Background","f");
l->Draw();
gPad->RedrawAxis();
c->SaveAs(directory + file_name + ".pdf");
delete c;
}
void apt_all(){
//=========Macro generated from canvas: MyCanvas/My Canvas
//========= (Thu Dec 3 18:47:52 2009) by ROOT version5.25/04
gROOT->Reset();
gROOT->ProcessLine(".x rootlogon.C");
gStyle->SetTitleYOffset(1.5);
TCanvas *MyCanvas = new TCanvas("MyCanvas", "My Canvas",0,0,550,600);
MyCanvas->SetLogx();
double msize = 2;
TH1D *hDist = new TH1D("hDist","hDist",20,9,10000);
hDist->GetXaxis()->SetRange(1,20);
hDist->SetMinimum(0.3);
//hDist->SetMaximum(0.7);
hDist->SetMaximum(0.6);
hDist->SetLineStyle(0);
hDist->GetXaxis()->SetTitle("#sqrt{s} [GeV]");
hDist->GetYaxis()->SetTitle("#LTp_{T}#GT [GeV/c]");
hDist->GetXaxis()->CenterTitle();
hDist->GetYaxis()->CenterTitle();
hDist->GetYaxis()->SetNdivisions(510);
hDist->Draw("");
// Fit function
//TF1 *func = new TF1("func","0.426-0.0198*log(x^2)+0.00156*log(x^2)^2",18,100000);
//TF1 *func = new TF1("func","0.430-0.0207*log(x^2)+0.00161*log(x^2)^2",18,100000);
TF1 *func = new TF1("func","0.425-0.0197*log(x^2)+0.00156*log(x^2)^2",18,100000);
func->SetLineColor(1);
func->SetLineWidth(2.0);
func->Draw("same");
// ============================= ISR
// OK, from http://www.slac.stanford.edu/spires/find/hep/www?j=NUPHA,B84,269
TGraphErrors *gre = new TGraphErrors(4);
gre->SetName("Graph");
gre->SetTitle("Graph");
gre->SetMarkerStyle(28);
gre->SetMarkerSize(msize);
gre->SetPoint(0,23.32,0.362);// plab = 289
gre->SetPointError(0,0,0.004); // errors are not verified!
gre->SetPoint(1,30.59,0.364);// plab = 498
gre->SetPointError(1,0,0.00497238);
gre->SetPoint(2,44.61,0.366); // plab = 1060
gre->SetPointError(2,0,0.00478821);
gre->SetPoint(3,53.06,0.368); // plab = 1500
gre->SetPointError(3,0,0.00497238);
TH1F *Graph1 = new TH1F("Graph1","Graph",100,19.03788,56.0634);
Graph1->SetMinimum(0.3551011);
Graph1->SetMaximum(0.374549);
gre->SetHistogram(Graph1);
gre->Draw("pz");
TGraph* gre01 = gre->Clone("gre01");
gre01->SetMarkerStyle(0);
// gre01->Draw("pzsame");
// ============================= UA1
// OK, from http://dx.doi.org/10.1016/0550-3213(90)90493-W
gre = new TGraphErrors(7);
gre->SetName("Graph");
gre->SetTitle("Graph");
gre->SetMarkerStyle(3);
gre->SetMarkerSize(msize);
gre->SetPoint(0,200,0.392);
gre->SetPointError(0,0,0.003);
gre->SetPoint(1,260,0.404);
gre->SetPointError(1,0,0.004);
gre->SetPoint(2,380,0.408);
gre->SetPointError(2,0,0.004);
gre->SetPoint(3,500,0.419);
gre->SetPointError(3,0,0.004);
gre->SetPoint(4,620,0.426);
gre->SetPointError(4,0,0.004);
gre->SetPoint(5,790,0.435);
gre->SetPointError(5,0,0.004);
gre->SetPoint(6,900,0.447);
gre->SetPointError(6,0,0.003);
TH1F *Graph2 = new TH1F("Graph2","Graph",100,131.4964,972.7974);
Graph2->SetMinimum(0.3826521);
Graph2->SetMaximum(0.4560221);
gre->SetHistogram(Graph2);
gre->Draw("pz");
TGraph* gre02 = gre->Clone("gre02");
gre02->SetMarkerStyle(0);
// gre02->Draw("pzsame");
// ============================= E735?
// OK, from https://twiki.cern.ch/twiki/pub/CMS/DNdEtaBib/e735numbers.pdf
gre = new TGraphErrors(4);
gre->SetName("Graph");
gre->SetTitle("Graph");
gre->SetMarkerStyle(22);
gre->SetMarkerSize(msize);
gre->SetPoint(0,300,0.393);
gre->SetPointError(0,0,0.01);
gre->SetPoint(1,540,0.430);
gre->SetPointError(1,0,0.01);
gre->SetPoint(2,900,0.448);
gre->SetPointError(2,0,0.01);
gre->SetPoint(3,1800,0.468);
gre->SetPointError(3,0,0.01);
TH1F *Graph3 = new TH1F("Graph3","Graph",100,148.0787,1967.778);
Graph3->SetMinimum(0.3734073);
Graph3->SetMaximum(0.4869985);
gre->SetHistogram(Graph3);
gre->Draw("pz");
TGraph* gre03 = gre->Clone("gre03");
gre03->SetMarkerStyle(0);
gre03->Draw("pzsame");
// ============================= CDF
// OK, from http://www.slac.stanford.edu/spires/find/hep/www?j=PRLTA,61,1819
gre = new TGraphErrors(2);
gre->SetName("Graph");
gre->SetTitle("Graph");
gre->SetMarkerStyle(21);
gre->SetMarkerSize(msize);
gre->SetPoint(0,630,0.432);
gre->SetPointError(0,0,0.004);
gre->SetPoint(1,1800,0.495);
gre->SetPointError(1,0,0.014);
TH1F *Graph4 = new TH1F("Graph4","Graph",100,518.0436,1936.249);
Graph4->SetMinimum(0.4196686);
Graph4->SetMaximum(0.5173485);
gre->SetHistogram(Graph4);
gre->Draw("pz");
TGraph* gre04 = gre->Clone("gre04");
gre04->SetMarkerStyle(0);
gre04->Draw("pzsame");
// ============================= CMS?
gre = new TGraphErrors(1);
gre->SetName("Graph");
gre->SetTitle("Graph");
gre->SetMarkerStyle(20);
gre->SetMarkerSize(msize);
gre->SetMarkerColor(kRed+2);
gre->SetLineColor(kRed+2);
/*
gre->SetPoint(0,900,0.44);
gre->SetPointError(0,0,0.018);
*/
//Now real measurement
Float_t cmsSysError = 0.028;
gre->SetPoint(0,900,0.46);
//gre->SetPointError(0,0,0.46*cmsSysError);
// updated to sqrt (0.01*0.01+0.46*0.46*0.028*0.028) , where 0.01 is stat err.
gre->SetPointError(0,0,0.0163);
gre->SetPoint(1,2360,0.50);
//gre->SetPointError(1,0,0.50*cmsSysError);
gre->SetPointError(1,0,0.0172);
TGraph* greOnT = gre->Clone("greOnT");
greOnT->SetMarkerStyle(0);
greOnT->SetLineWidth(2);
greOnT->Draw("PZsame");
TGraph* greOnT2 = gre->Clone("cmsnsd05");
gStyle->SetEndErrorSize(3);
greOnT2->SetMarkerStyle(0);
greOnT2->Draw("||");
TH1F *Graph5 = new TH1F("Graph5","Graph",100,899.9,901.1);
Graph5->SetMinimum(0.4184);
Graph5->SetMaximum(0.4616);
gre->SetHistogram(Graph5);
gre->SetMarkerSize(msize*1.2);
gre->Draw("pz");
TGraph* gre05 = gre->Clone("gre05");
gre05->SetMarkerStyle(0);
// gre05->Draw("pzsame");
/*
// Fit function
//TF1 *func = new TF1("func","0.426-0.0198*log(x^2)+0.00156*log(x^2)^2",18,100000);
//TF1 *func = new TF1("func","0.430-0.0207*log(x^2)+0.00161*log(x^2)^2",18,100000);
TF1 *func = new TF1("func","0.425-0.0197*log(x^2)+0.00156*log(x^2)^2",18,100000);
func->SetLineColor(1);
func->SetLineWidth(1.5);
func->Draw("same");
*/
TLegend *leg = new TLegend(0.25,0.90-0.045*5,0.5,0.90,NULL,"brNDC");
leg->SetBorderSize(0);
leg->SetTextFont(62);
leg->SetLineColor(1);
leg->SetLineStyle(1);
leg->SetLineWidth(1);
leg->SetFillColor(0);
leg->SetFillStyle(0);
leg->SetTextSize(0.03);
TLegendEntry *entry=leg->AddEntry("Graph1","ISR inel.","P");
entry->SetMarkerStyle(28);
entry->SetMarkerSize(msize);
entry=leg->AddEntry("Graph2","UA1 NSD","P");
entry->SetMarkerStyle(3);
entry->SetMarkerSize(msize);
entry=leg->AddEntry("Graph3","E735 NSD","P");
entry->SetMarkerStyle(22);
entry->SetMarkerSize(msize);
entry=leg->AddEntry("Graph4","CDF NSD","P");
entry->SetMarkerStyle(21);
entry->SetMarkerSize(msize);
entry=leg->AddEntry("Graph5","CMS NSD (|#eta|<2.4)","P");
entry->SetMarkerStyle(20);
entry->SetMarkerColor(kRed+2);
entry->SetMarkerSize(msize*1.0);
leg->Draw();
TLegend *leg2 = new TLegend(0.35,0.20,0.91,0.26,NULL,"brNDC");
//TLegend *leg2 = new TLegend(0.411,0.18,0.91,0.33,NULL,"brNDC");
leg2->SetBorderSize(0);
leg2->SetTextFont(62);
leg2->SetTextSize(0.035);
leg2->SetLineColor(1);
leg2->SetLineStyle(1);
leg2->SetLineWidth(1);
leg2->SetFillColor(0);
leg2->SetFillStyle(0);
leg2->SetMargin(0.15);
leg2->SetTextSize(0.03);
// TLegendEntry *entry=leg2->AddEntry("func","0.40 - 0.015 #times ln(s) + 0.001325 #times ln^{2}(s)","l");
//TLegendEntry *entry=leg2->AddEntry("func","0.40 - 0.015 ln(s) + 0.001325 ln^{2}(s)","l");
TLegendEntry *entry=leg2->AddEntry("func","0.425 - 0.0197 ln(s) + 0.00156 ln^{2}(s)","l");
//TLegendEntry *entry=leg2->AddEntry("func","0.430 - 0.0207 ln(s) + 0.00161 ln^{2}(s)","l");
entry->SetTextSize(0.03);
entry->SetMarkerSize(0);
leg2->Draw();
printFinalCanvases(MyCanvas,"apt_all");
}
GenVBosonPlot(TString name, int rebin,float min = -1,float max =0, bool log=false){
// TCanvas* aCan = new TCanvas(name,name,0.6,0.6,0.8,0.8);
TCanvas* aCan = new TCanvas(name);
aCan->Divide(2,1);
aCan->cd(1);
if(log) aCan->SetLogy();
// int rebin= 10;
TFile* W = new TFile("results5/IC5Calo_WJets_madgraph.root");
//W->ls();
TDirectory* Wdir = ( TDirectory*) W->Get("GenVBoson200");
Wdir->ls();
TH1D* Wh = (TH1D*) Wdir->Get(name);
Wh->Rebin(rebin);
Wh->SetLineWidth(2);
Wh->SetLineStyle(2);
// Wh->
if(min>-.2) Wh->GetXaxis()->SetRangeUser(min,max);
Wh->DrawNormalized();
//cout << Wh->GetMaximum() <<endl;
Wh->GetXaxis()->SetRangeUser(0.00001,1);
// Wh->SetMaximum( Wh->GetMaximum()*1.75);
TFile* Z = new TFile("results5/IC5Calo_Zinvisible_jets.root");
//Z->ls();
TDirectory* Zdir = ( TDirectory*) Z->Get("GenVBoson200");
// Zdir->ls();
TH1D* Zh = (TH1D*) Zdir->Get(name);
Zh->SetLineColor(kRed);
Zh->SetLineWidth(2);
Zh->SetLineStyle(2);
Zh->Rebin(rebin);
Zh->DrawNormalized("same");
TFile* Ph = new TFile("results5/photon.root");
Ph->ls();
TDirectory* Phdir = ( TDirectory*) Ph->Get("GenVBoson200");
// Phdir->ls();
TH1D* Phh = (TH1D*) Phdir->Get(name);
Phh->SetLineColor(kBlue);
Phh->SetLineWidth(2);
Phh->Rebin(rebin);
Phh->DrawNormalized("same");
TLegend* leg = new TLegend(0.5,0.5,0.7,0.7);
leg->AddEntry(Zh,"Z","l" );
leg->AddEntry(Wh,"W","l" );
leg->AddEntry(Phh,"#gamma","l" );
leg->Draw("same");
aCan->cd(1);
TH1D* DivPhh = Phh->Clone();
DivPhh->Divide(Zh);
TH1D* DivWh = Wh->Clone();
DivWh->Divide(Zh);
DivPhh->Draw();
DivWh->Draw("same");
}
void TSVDUnfoldExample()
{
gROOT->Reset();
gROOT->SetStyle("Plain");
gStyle->SetOptStat(0);
TRandom3 R;
const Double_t cutdummy= -99999.0;
// --- Data/MC toy generation -----------------------------------
// The MC input
Int_t nbins = 40;
TH1D *xini = new TH1D("xini", "MC truth", nbins, -10.0, 10.0);
TH1D *bini = new TH1D("bini", "MC reco", nbins, -10.0, 10.0);
TH2D *Adet = new TH2D("Adet", "detector response", nbins, -10.0, 10.0, nbins, -10.0, 10.0);
// Data
TH1D *data = new TH1D("data", "data", nbins, -10.0, 10.0);
// Data "truth" distribution to test the unfolding
TH1D *datatrue = new TH1D("datatrue", "data truth", nbins, -10.0, 10.0);
// Statistical covariance matrix
TH2D *statcov = new TH2D("statcov", "covariance matrix", nbins, -10.0, 10.0, nbins, -10.0, 10.0);
// Fill the MC using a Breit-Wigner, mean 0.3 and width 2.5.
for (Int_t i= 0; i<100000; i++) {
Double_t xt = R.BreitWigner(0.3, 2.5);
xini->Fill(xt);
Double_t x = Reconstruct( xt, R );
if (x != cutdummy) {
Adet->Fill(x, xt);
bini->Fill(x);
}
}
// Fill the "data" with a Gaussian, mean 0 and width 2.
for (Int_t i=0; i<10000; i++) {
Double_t xt = R.Gaus(0.0, 2.0);
datatrue->Fill(xt);
Double_t x = Reconstruct( xt, R );
if (x != cutdummy)
data->Fill(x);
}
cout << "Created toy distributions and errors for: " << endl;
cout << "... \"true MC\" and \"reconstructed (smeared) MC\"" << endl;
cout << "... \"true data\" and \"reconstructed (smeared) data\"" << endl;
cout << "... the \"detector response matrix\"" << endl;
// Fill the data covariance matrix
for (int i=1; i<=data->GetNbinsX(); i++) {
statcov->SetBinContent(i,i,data->GetBinError(i)*data->GetBinError(i));
}
// --- Here starts the actual unfolding -------------------------
// Create TSVDUnfold object and initialise
TSVDUnfold *tsvdunf = new TSVDUnfold( data, statcov, bini, xini, Adet );
// It is possible to normalise unfolded spectrum to unit area
tsvdunf->SetNormalize( kFALSE ); // no normalisation here
// Perform the unfolding with regularisation parameter kreg = 13
// - the larger kreg, the finer grained the unfolding, but the more fluctuations occur
// - the smaller kreg, the stronger is the regularisation and the bias
TH1D* unfres = tsvdunf->Unfold( 13 );
// Get the distribution of the d to cross check the regularization
// - choose kreg to be the point where |d_i| stop being statistically significantly >>1
TH1D* ddist = tsvdunf->GetD();
// Get the distribution of the singular values
TH1D* svdist = tsvdunf->GetSV();
// Compute the error matrix for the unfolded spectrum using toy MC
// using the measured covariance matrix as input to generate the toys
// 100 toys should usually be enough
// The same method can be used for different covariance matrices separately.
TH2D* ustatcov = tsvdunf->GetUnfoldCovMatrix( statcov, 100 );
// Now compute the error matrix on the unfolded distribution originating
// from the finite detector matrix statistics
TH2D* uadetcov = tsvdunf->GetAdetCovMatrix( 100 );
// Sum up the two (they are uncorrelated)
ustatcov->Add( uadetcov );
//Get the computed regularized covariance matrix (always corresponding to total uncertainty passed in constructor) and add uncertainties from finite MC statistics.
TH2D* utaucov = tsvdunf->GetXtau();
utaucov->Add( uadetcov );
//Get the computed inverse of the covariance matrix
TH2D* uinvcov = tsvdunf->GetXinv();
// --- Only plotting stuff below ------------------------------
for (int i=1; i<=unfres->GetNbinsX(); i++) {
unfres->SetBinError(i, TMath::Sqrt(utaucov->GetBinContent(i,i)));
}
// Renormalize just to be able to plot on the same scale
xini->Scale(0.7*datatrue->Integral()/xini->Integral());
TLegend *leg = new TLegend(0.58,0.68,0.99,0.88);
leg->SetBorderSize(0);
leg->SetFillColor(0);
leg->SetFillStyle(0);
leg->AddEntry(unfres,"Unfolded Data","p");
leg->AddEntry(datatrue,"True Data","l");
leg->AddEntry(data,"Reconstructed Data","l");
leg->AddEntry(xini,"True MC","l");
TCanvas *c1 = new TCanvas( "c1", "Unfolding toy example with TSVDUnfold", 900, 800 );
// --- Style settings -----------------------------------------
Int_t c_Canvas = TColor::GetColor( "#f0f0f0" );
Int_t c_FrameFill = TColor::GetColor( "#fffffd" );
Int_t c_TitleBox = TColor::GetColor( "#6D7B8D" );
Int_t c_TitleText = TColor::GetColor( "#FFFFFF" );
c1->SetFrameFillColor( c_FrameFill );
c1->SetFillColor ( c_Canvas );
c1->Divide(1,2);
TVirtualPad * c11 = c1->cd(1);
c11->SetFrameFillColor( c_FrameFill );
c11->SetFillColor ( c_Canvas );
gStyle->SetTitleFillColor( c_TitleBox );
gStyle->SetTitleTextColor( c_TitleText );
gStyle->SetTitleBorderSize( 1 );
gStyle->SetTitleH( 0.052 );
gStyle->SetTitleX( c1->GetLeftMargin() );
gStyle->SetTitleY( 1 - c1->GetTopMargin() + gStyle->GetTitleH() );
gStyle->SetTitleW( 1 - c1->GetLeftMargin() - c1->GetRightMargin() );
TH1D* frame = new TH1D( *unfres );
frame->SetTitle( "Unfolding toy example with TSVDUnfold" );
frame->GetXaxis()->SetTitle( "x variable" );
frame->GetYaxis()->SetTitle( "Events" );
frame->GetXaxis()->SetTitleOffset( 1.25 );
frame->GetYaxis()->SetTitleOffset( 1.29 );
frame->Draw();
data->SetLineStyle(2);
data->SetLineColor(4);
data->SetLineWidth(2);
unfres->SetMarkerStyle(20);
datatrue->SetLineColor(2);
datatrue->SetLineWidth(2);
xini->SetLineStyle(2);
xini->SetLineColor(8);
xini->SetLineWidth(2);
// ------------------------------------------------------------
// add histograms
unfres->Draw("same");
datatrue->Draw("same");
data->Draw("same");
xini->Draw("same");
leg->Draw();
// covariance matrix
gStyle->SetPalette(1,0);
TVirtualPad * c12 = c1->cd(2);
c12->Divide(2,1);
TVirtualPad * c2 = c12->cd(1);
c2->SetFrameFillColor( c_FrameFill );
c2->SetFillColor ( c_Canvas );
c2->SetRightMargin ( 0.15 );
TH2D* covframe = new TH2D( *ustatcov );
covframe->SetTitle( "TSVDUnfold covariance matrix" );
covframe->GetXaxis()->SetTitle( "x variable" );
covframe->GetYaxis()->SetTitle( "x variable" );
covframe->GetXaxis()->SetTitleOffset( 1.25 );
covframe->GetYaxis()->SetTitleOffset( 1.29 );
covframe->Draw();
ustatcov->SetLineWidth( 2 );
ustatcov->Draw( "colzsame" );
// distribution of the d quantity
TVirtualPad * c3 = c12->cd(2);
c3->SetFrameFillColor( c_FrameFill );
c3->SetFillColor ( c_Canvas );
c3->SetLogy();
TLine *line = new TLine( 0.,1.,40.,1. );
line->SetLineStyle(2);
TH1D* dframe = new TH1D( *ddist );
dframe->SetTitle( "TSVDUnfold |d_{i}|" );
dframe->GetXaxis()->SetTitle( "i" );
dframe->GetYaxis()->SetTitle( "|d_{i}|" );
dframe->GetXaxis()->SetTitleOffset( 1.25 );
dframe->GetYaxis()->SetTitleOffset( 1.29 );
dframe->SetMinimum( 0.001 );
dframe->Draw();
ddist->SetLineWidth( 2 );
ddist->Draw( "same" );
line->Draw();
}
void PlotAll(TString wsname)
{
char* binLabels[19] = {"60","70","80","90","100","110","120","130","140","150","160","170","180","190","200","250","300","400","1000"};
//get the stuff from the workspace:
TFile* file=TFile::Open(wsname);
RooWorkspace* ws = (RooWorkspace*)file->Get("combined");
ModelConfig *mc = (ModelConfig*)ws->obj("ModelConfig");
RooAbsData *data = ws->data("obsData");
RooSimultaneous* simPdf=(RooSimultaneous*)(mc->GetPdf());
RooAbsReal* nll=simPdf->createNLL(*data);
// FPT 0 **************************************
// EM channel
RooCategory* chanCat = (RooCategory*) (&simPdf->indexCat());
TIterator* iterat = chanCat->typeIterator() ;
RooCatType* ttype = (RooCatType*)iterat->Next();
RooAbsPdf *pdf_stateEM = simPdf->getPdf(ttype->GetName()) ;
RooArgSet *obstmpEM = pdf_stateEM->getObservables( *mc->GetObservables() ) ;
// get EM data
RooAbsData *dataEM = data->reduce(Form("%s==%s::%s",chanCat->GetName(),chanCat->GetName(),ttype->GetName()));
RooRealVar *obsEM = ((RooRealVar*) obstmpEM->first());
TString chanName1(ttype->GetName());
// create data histogram
TH1* hdataEM = dataEM->createHistogram("Data "+chanName1,*obsEM);
// set errors to gaussian
for (int ib=0 ; ib<hdataEM->GetNbinsX()+1 ; ib++) hdataEM->SetBinError(ib, sqrt(hdataEM->GetBinContent(ib)));
double EMnorm = pdf_stateEM->expectedEvents(*obsEM);
//****************************
// ME channel
ttype = (RooCatType*)iterat->Next();
RooAbsPdf* pdf_stateME = simPdf->getPdf(ttype->GetName()) ;
RooArgSet* obstmpME = pdf_stateME->getObservables( *mc->GetObservables() ) ;
// get ME data
RooAbsData *dataME = data->reduce(Form("%s==%s::%s",chanCat->GetName(),chanCat->GetName(),ttype->GetName()));
RooRealVar* obsME = ((RooRealVar*) obstmpME->first());
TString chanName2(ttype->GetName());
// create data histogram
TH1* hdataME = dataME->createHistogram("Data "+chanName2,*obsME);
// set errors to gaussian
for (int ib=0 ; ib<hdataME->GetNbinsX()+1 ; ib++) hdataME->SetBinError(ib, sqrt(hdataME->GetBinContent(ib)));
// get initial BG histogram
//TH1* h_initial_BG_EM = pdf_stateEM->createHistogram("initial_BG_EM",*obsEM);
//TH1* h_initial_BG_ME = pdf_stateME->createHistogram("initial_BG_ME",*obsME);
double MEnorm = pdf_stateME->expectedEvents(*obsME);
cout << "EM expected events = " << EMnorm << ", ME expected events = " << MEnorm << "." << endl;
//h_initial_BG_EM->Scale(EMnorm);
//h_initial_BG_ME->Scale(MEnorm);
// get initial gammas
int nbins = hdataEM->GetNbinsX();
double InitGamma[nbins];
for (int i=0; i<nbins; i++)
{
TString varname = "gamma_B0_l1pt0_bin_"+NumberToString(i);
InitGamma[i] = ws->var(varname)->getVal();
cout << "initial gamma"+NumberToString(i)+" = " << InitGamma[i] << endl;
}
double InitFpt = ws->var("fl1pt_l1pt0")->getVal();
cout << "initial fpt_l1pt0 = " << InitFpt << endl;
// DO THE GLOBAL FIT
minimize(nll);
// get final BG histograms
TH1* h_final_BG_EM = pdf_stateEM->createHistogram("final_BG_EM",*obsEM);
TH1* h_final_BG_ME = pdf_stateME->createHistogram("final_BG_ME",*obsME);
h_final_BG_EM->Scale(EMnorm);
h_final_BG_ME->Scale(MEnorm);
// uncertainty bands
TH1D* BuncertaintyEM = new TH1D("BuncertaintyEM","BuncertaintyEM",nbins,0,nbins);
TH1D* BuncertaintyME = new TH1D("BuncertaintyME","BuncertaintyME",nbins,0,nbins);
for (int i=1; i<=nbins; i++){
double sigbEM = h_final_BG_EM->GetBinError(i);
double bEM = h_final_BG_EM->GetBinContent(i);
BuncertaintyEM->SetBinError(i,sigbEM); BuncertaintyEM->SetBinContent(i,bEM);
double sigbME = h_final_BG_ME->GetBinError(i);
double bME = h_final_BG_ME->GetBinContent(i);
BuncertaintyME->SetBinError(i,sigbME); BuncertaintyME->SetBinContent(i,bME);
}
//BuncertaintyEM->SetFillStyle(3004);
BuncertaintyEM->SetFillColor(kGreen-9);
BuncertaintyEM->SetLineColor(kBlack); BuncertaintyEM->SetLineStyle(2);
//BuncertaintyME->SetFillStyle(3004);
BuncertaintyME->SetFillColor(kBlue-9);
BuncertaintyME->SetLineColor(kBlack); BuncertaintyME->SetLineStyle(2);
// get gammas after fit
double FinalGamma[nbins];
//TH1* h_initBG_times_gamma = (TH1*)h_initial_BG_EM->Clone("initBGEM_times_gamma");
for (int i=0; i<nbins; i++)
{
TString varname = "gamma_B0_l1pt0_bin_"+NumberToString(i);
FinalGamma[i] = ws->var(varname)->getVal();
cout << "Final gamma in bin "+NumberToString(i)+" = " << FinalGamma[i] << endl;
// h_initBG_times_gamma->SetBinContent(i+1,h_initial_BG_EM->GetBinContent(i+1)*FinalGamma[i]);
}
//double FinalFpt = ws->var("fl1pt_l1pt0")->getVal();
// get final alpha (pull)
RooRealVar* alphaVar = ws->var("alpha_l1ptsys_l1pt0");
double alpha, alphaErr;
if (alphaVar != NULL) {
alpha = ws->var("alpha_l1ptsys_l1pt0")->getVal();
alphaErr = ws->var("alpha_l1ptsys_l1pt0")->getError();
}
//FOR UNCONSTRAINED FPT - get final fpts
double FinalFpt[5];
double FinalFptErr[5];
for (int k=0; k<5; k++){
TString varname = "fl1pt_l1pt"+NumberToString(k);
FinalFpt[k] = ws->var(varname)->getVal();
FinalFptErr[k] = ws->var(varname)->getError();
cout << varname << " = " << FinalFpt[k] << " +- " << FinalFptErr[k] << endl;
}
// get POI value
double mu = ws->var("mu_BR_htm")->getVal();
double muErr = ws->var("mu_BR_htm")->getError();
// Draw
TCanvas* c1 = new TCanvas("BG and Data "+chanName1+" "+chanName2,"BG and Data "+chanName1+" "+chanName2,600,600);
BuncertaintyEM->Draw("E3 sames"); BuncertaintyME->Draw("E3 sames");
//h_initial_BG_EM->SetLineColor(kGreen+2); h_initial_BG_EM->SetLineStyle(2); h_initial_BG_EM->Draw("sames");
hdataEM->SetLineColor(kGreen+2); hdataEM->SetMarkerStyle(20); hdataEM->SetMarkerColor(kGreen+2);
hdataEM->Draw("e1 sames");
//h_initial_BG_ME->SetLineColor(kBlue); h_initial_BG_ME->SetLineStyle(2); h_initial_BG_ME->Draw("sames");
hdataME->SetLineColor(kBlue); hdataME->SetMarkerStyle(20); hdataME->SetMarkerColor(kBlue);
hdataME->Draw("e1 sames");
h_final_BG_EM->SetLineColor(kGreen+2); h_final_BG_EM->SetLineWidth(2); h_final_BG_EM->Draw("sames");
h_final_BG_ME->SetLineColor(kBlue); h_final_BG_ME->SetLineWidth(2); h_final_BG_ME->Draw("sames");
TLegend* leg = new TLegend(0.5,0.45,0.85,0.65);
leg->SetFillColor(kWhite); leg->SetBorderSize(1); leg->SetLineColor(0); //leg->SetTextFont(14);
leg->SetTextSize(.03);
leg->AddEntry(hdataME,"DATA #mue","lep");
leg->AddEntry(hdataEM,"DATA e#mu","lep");
//leg->AddEntry(h_initial_BG_ME,"Initial #mue PDF","l");
//leg->AddEntry(h_initial_BG_EM,"Initial e#mu PDF","l");
leg->AddEntry(h_final_BG_ME,"#mue PDF = #gamma_{i}B_{i} + #muS_{i}","l");
leg->AddEntry(h_final_BG_EM,"e#mu PDF = f(1+#alpha#sigma)(#gamma_{i}B_{i}+#muW_{i})","l");
leg->Draw();
cout << " ********************* Fit Values **************************** " << endl;
if (alphaVar != NULL){cout << "alpha = " << alpha << " +- " << alphaErr << endl;}
cout << "mu = " << mu << " +- " << muErr << endl;
TString WriteDownAlphaValue;
TString WriteDownMuValue;
WriteDownAlphaValue = "Fpt0 = ";
WriteDownMuValue = "#mu = ";
WriteDownAlphaValue += Form("%4.4f",FinalFpt[0]);
WriteDownAlphaValue += "#pm";
WriteDownAlphaValue += Form("%4.4f",FinalFptErr[0]);
WriteDownMuValue += Form("%4.4f",mu);
WriteDownMuValue += "#pm";
WriteDownMuValue += Form("%4.4f",muErr);
TLatex *texl = new TLatex(12,25,WriteDownAlphaValue);
texl->SetTextAlign(22); texl->SetTextSize(0.03);
TLatex *texl2 = new TLatex(12,23,WriteDownMuValue);
texl2->SetTextAlign(22); texl2->SetTextSize(0.03);
texl->Draw();
texl2->Draw();
//FPT 1 ***********************************
ttype = (RooCatType*)iterat->Next();
RooAbsPdf *pdf_stateEM1 = simPdf->getPdf(ttype->GetName()) ;
RooArgSet *obstmpEM1 = pdf_stateEM1->getObservables( *mc->GetObservables() ) ;
RooAbsData *dataEM1 = data->reduce(Form("%s==%s::%s",chanCat->GetName(),chanCat->GetName(),ttype->GetName()));
RooRealVar *obsEM1 = ((RooRealVar*) obstmpEM1->first());
TString chanName11(ttype->GetName());
TH1* hdataEM1 = dataEM1->createHistogram("Data "+chanName11,*obsEM1);
for (int ib=0 ; ib<hdataEM1->GetNbinsX()+1 ; ib++) hdataEM1->SetBinError(ib, sqrt(hdataEM1->GetBinContent(ib)));
double EMnorm1 = pdf_stateEM1->expectedEvents(*obsEM1);
ttype = (RooCatType*)iterat->Next();
RooAbsPdf* pdf_stateME1 = simPdf->getPdf(ttype->GetName()) ;
RooArgSet* obstmpME1 = pdf_stateME1->getObservables( *mc->GetObservables() ) ;
RooAbsData *dataME1 = data->reduce(Form("%s==%s::%s",chanCat->GetName(),chanCat->GetName(),ttype->GetName()));
RooRealVar* obsME1 = ((RooRealVar*) obstmpME1->first());
TString chanName21(ttype->GetName());
TH1* hdataME1 = dataME1->createHistogram("Data "+chanName21,*obsME1);
for (int ib=0 ; ib<hdataME1->GetNbinsX()+1 ; ib++) hdataME1->SetBinError(ib, sqrt(hdataME1->GetBinContent(ib)));
double MEnorm1 = pdf_stateME1->expectedEvents(*obsME1);
TH1* h_final_BG_EM1 = pdf_stateEM1->createHistogram("final_BG_EM1",*obsEM1);
TH1* h_final_BG_ME1 = pdf_stateME1->createHistogram("final_BG_ME1",*obsME1);
h_final_BG_EM1->Scale(EMnorm1);
h_final_BG_ME1->Scale(MEnorm1);
TH1D* BuncertaintyEM1 = new TH1D("BuncertaintyEM1","BuncertaintyEM1",nbins,0,nbins);
TH1D* BuncertaintyME1 = new TH1D("BuncertaintyME1","BuncertaintyME1",nbins,0,nbins);
for (int i=1; i<=nbins; i++){
double sigbEM = h_final_BG_EM1->GetBinError(i);
double bEM = h_final_BG_EM1->GetBinContent(i);
BuncertaintyEM1->SetBinError(i,sigbEM); BuncertaintyEM1->SetBinContent(i,bEM);
double sigbME = h_final_BG_ME1->GetBinError(i);
double bME = h_final_BG_ME1->GetBinContent(i);
BuncertaintyME1->SetBinError(i,sigbME); BuncertaintyME1->SetBinContent(i,bME);
}
BuncertaintyEM1->SetFillColor(kGreen-9);
BuncertaintyEM1->SetLineColor(kBlack); BuncertaintyEM1->SetLineStyle(2);
BuncertaintyME1->SetFillColor(kBlue-9);
BuncertaintyME1->SetLineColor(kBlack); BuncertaintyME1->SetLineStyle(2);
double FinalGamma1[nbins];
for (int i=0; i<nbins; i++)
{
TString varname = "gamma_B0_l1pt1_bin_"+NumberToString(i);
FinalGamma1[i] = ws->var(varname)->getVal();
cout << "Final gamma in bin "+NumberToString(i)+" = " << FinalGamma1[i] << endl;
}
TCanvas* c2 = new TCanvas("BG and Data "+chanName11+" "+chanName21,"BG and Data "+chanName11+" "+chanName21,600,600);
BuncertaintyEM1->Draw("E3 sames"); BuncertaintyME1->Draw("E3 sames");
hdataEM1->SetLineColor(kGreen+2); hdataEM1->SetMarkerStyle(20); hdataEM1->SetMarkerColor(kGreen+2);
hdataEM1->Draw("e1 sames");
hdataME1->SetLineColor(kBlue); hdataME1->SetMarkerStyle(20); hdataME1->SetMarkerColor(kBlue);
hdataME1->Draw("e1 sames");
h_final_BG_EM1->SetLineColor(kGreen+2); h_final_BG_EM1->SetLineWidth(2); h_final_BG_EM1->Draw("sames");
h_final_BG_ME1->SetLineColor(kBlue); h_final_BG_ME1->SetLineWidth(2); h_final_BG_ME1->Draw("sames");
leg->Draw();
cout << " ********************* Fit Values **************************** " << endl;
cout << "mu = " << mu << " +- " << muErr << endl;
TString WriteDownAlphaValue1;
WriteDownAlphaValue1 = "Fpt1 = ";
WriteDownAlphaValue1 += Form("%4.4f",FinalFpt[1]);
WriteDownAlphaValue1 += "#pm";
WriteDownAlphaValue1 += Form("%4.4f",FinalFptErr[1]);
TLatex *texl11 = new TLatex(12,25,WriteDownAlphaValue1);
texl11->SetTextAlign(22); texl11->SetTextSize(0.03);
texl11->Draw();
texl2->Draw();
}
void sysError(
TString inFileName="jfh_HCPR_J50U_Cent30to100_Aj0to100_SubEtaRefl.root",
Int_t compMode = 0, // Compare mode: 0 reco-genSig, 1 reco-genAll, 3 genAll-genSig, 4 calo_genp-allGen
Int_t sysMode = 0, // Plot mode: 0 for simple plot, 1 for difference
TString outdir = ".",
TString title = "test"
) {
// ===============================================
// Inputs
// ===============================================
TFile *f = new TFile(inFileName);
TString inFileNameStrip(inFileName); inFileNameStrip.ReplaceAll(".root","");
TString inFileNameGen(inFileName);
if (compMode==0) {
inFileNameGen.ReplaceAll("djcalo","djcalo_genp");
inFileNameGen.ReplaceAll("HydjetAll","HydjetSig");
}
if (compMode==1) inFileNameGen.ReplaceAll("djcalo","djcalo_genp");
else if (compMode==3) inFileNameGen.ReplaceAll("HydjetAll","HydjetSig");
else if (compMode==5) inFileNameGen.ReplaceAll("djcalo_genp","djgen");
TFile *fgen = new TFile(inFileNameGen);
TString inFileNameStripGen(inFileNameGen); inFileNameStripGen.ReplaceAll(".root","");
cout << "==========================================================" << endl;
cout << "Compare: " << inFileName << endl
<< " vs " << endl
<< " " << inFileNameGen << endl;
cout << "==========================================================" << endl;
// ===============================================
// Setup
// ===============================================
TString tag=Form("sysError_%s_%s_%d_%d",inFileNameStrip.Data(),title.Data(),compMode,sysMode);
// ===============================================
// Analyze
// ===============================================
TH2D * hPtPNDR = (TH2D*) f->Get("hPtPNDR");
TH2D * hPtPADR = (TH2D*) f->Get("hPtPADR");
TH2D * hPtPNDRBg = (TH2D*) f->Get("hPtPNDRBg");
TH2D * hPtPADRBg = (TH2D*) f->Get("hPtPADRBg");
TH2D * hPtPNDRSub = (TH2D*)hPtPNDR->Clone(tag+"hPtPNDRSub");
TH2D * hPtPADRSub = (TH2D*)hPtPADR->Clone(tag+"hPtPADRSub");
hPtPNDRSub->Add(hPtPNDR,hPtPNDRBg,1,-1);
hPtPADRSub->Add(hPtPADR,hPtPADRBg,1,-1);
TH2D * hPtPNDRGen = (TH2D*) fgen->Get("hPtPNDR");
TH2D * hPtPADRGen = (TH2D*) fgen->Get("hPtPADR");
TH2D * hPtPNDRBgGen = (TH2D*) fgen->Get("hPtPNDRBg");
TH2D * hPtPADRBgGen = (TH2D*) fgen->Get("hPtPADRBg");
TH2D * hPtPNDRSubGen = (TH2D*)hPtPNDRGen->Clone(tag+"hPtPNDRSub");
TH2D * hPtPADRSubGen = (TH2D*)hPtPADRGen->Clone(tag+"hPtPADRSub");
hPtPNDRSubGen->Add(hPtPNDRGen,hPtPNDRBgGen,1,-1);
hPtPADRSubGen->Add(hPtPADRGen,hPtPADRBgGen,1,-1);
// ===============================================
// Draw
// ===============================================
// Get Pt info
Int_t numPtBins=hPtPNDR->GetNbinsX();
TH1D * hPt = (TH1D*)hPtPNDR->ProjectionX("hPt");
/*
cout << "Pt bins: " << numPtBins << endl;
for (Int_t i=0; i<numPtBins+2; ++i) {
cout << "Pt Bin " << i << " Low Edge: " << hPt->GetBinLowEdge(i) << endl;
}
*/
// What pt bins to draw
const Int_t numPtBinsDraw=3;
TCanvas * c6 = new TCanvas("c"+tag,"c"+tag,1400,500);
c6->Divide(3,1);
for (Int_t i=0; i<numPtBinsDraw; ++i) {
Int_t iBeg,iEnd;
if (i==0) { iBeg=2; iEnd=3;}
if (i==1) { iBeg=4; iEnd=4;}
if (i==2) { iBeg=5; iEnd=numPtBins;}
cout << "Bin: " << iBeg << " to " << iEnd << endl;
TH1D * hNr = (TH1D*)hPtPNDRSub->ProjectionY(tag+Form("hPNDRSub_%d_%d",iBeg,iEnd),iBeg,iEnd);
TH1D * hAw = (TH1D*)hPtPADRSub->ProjectionY(tag+Form("hPADRSub_%d_%d",iBeg,iEnd),iBeg,iEnd);
TH1D * hNrGen = (TH1D*)hPtPNDRSubGen->ProjectionY(tag+Form("hPNDRSubGen_%d_%d",iBeg,iEnd),iBeg,iEnd);
TH1D * hAwGen = (TH1D*)hPtPADRSubGen->ProjectionY(tag+Form("hPADRSubGen_%d_%d",iBeg,iEnd),iBeg,iEnd);
if (sysMode==1) {
hNr->Add(hNrGen,-1);
hAw->Add(hAwGen,-1);
}
if (sysMode==2) {
hNr->Divide(hNrGen);
hAw->Divide(hAwGen);
}
// Print
cout << Form("%.1f < P_{T} < %.1f GeV: ",hPt->GetBinLowEdge(iBeg),hPt->GetBinLowEdge(iEnd+1))
<< " SigSubBkg Integral - Nr: " << hNr->Integral() << " Aw: " << hAw->Integral() << endl
<< " Gen - Nr: " << hNrGen->Integral() << " Aw: " << hAwGen->Integral() << endl;
// Styles
hNr->SetMarkerColor(kRed);
hNr->SetLineColor(kRed);
hAw->SetMarkerColor(kBlue);
hAw->SetLineColor(kBlue);
hAwGen->SetLineStyle(2);
// Axis Range
if (sysMode==0) {
hNr->SetYTitle("Background Subtracted Signal (GeV/c)");
hNr->SetAxisRange(-5,60,"Y");
}
if (sysMode==2) {
hNr->SetAxisRange(-2,6,"Y");
}
// Axis Label
if (compMode==0) {
if (sysMode==1) {
hNr->SetYTitle("(Reco Trk)-(Sig GenP) (GeV/c)");
//hNr->SetAxisRange(-20,20,"Y");
}
if (sysMode==2) {
hNr->SetYTitle("(Reco Trk)/(Sig GenP) (GeV/c)");
}
}
if (compMode==3) {
if (sysMode==1) {
hNr->SetYTitle("All GenP - Sig GenP (GeV/c)");
//hNr->SetAxisRange(-3,3,"Y");
}
if (sysMode==2) {
hNr->SetYTitle("(All GenP)/(Sig GenP) (GeV/c)");
}
}
hNr->SetXTitle("#Delta R");
hNr->SetAxisRange(0,0.79999,"X");
hNr->SetTitleOffset(1.5,"X");
hNr->GetXaxis()->CenterTitle();
hNr->GetYaxis()->CenterTitle();
c6->cd(i+1);
// Fit
if (sysMode>0) {
TF1 * f0 = new TF1("f0","pol0");
f0->SetLineStyle(2);
f0->SetLineWidth(1);
hNr->Fit("f0");
hAw->Fit("f0");
}
// Draw to Inspect
hNr->Draw();
hAw->Draw("same");
if (sysMode==0) {
hNrGen->Draw("hist same");
hAwGen->Draw("hist same");
}
if (sysMode==0||sysMode==1) {
TLine *l = new TLine(0,0,0.8,0);
l->Draw();
}
if (sysMode==2) {
TLine *l = new TLine(0,1,0.8,1);
l->Draw();
}
TLegend *leg = new TLegend(0.35,0.7,0.85,0.94);
leg->SetBorderSize(0);
leg->SetFillStyle(0);
leg->AddEntry(hNr,Form("%.1f < P_{T} < %.1f GeV",hPt->GetBinLowEdge(iBeg),hPt->GetBinLowEdge(iEnd+1)),"");
if (sysMode==0) {
if (compMode==0) {
leg->AddEntry(hNr,"Leading (RecoTrk)","pl");
leg->AddEntry(hNrGen,"Leading (Sig. GenP)","l");
leg->AddEntry(hAw,"SubLeading (RecoTrk)","pl");
leg->AddEntry(hAwGen,"SubLeading (Sig. GenP)","l");
}
if (compMode==1) {
leg->AddEntry(hNr,"Leading (RecoTrk)","pl");
leg->AddEntry(hNrGen,"Leading (All GenP)","l");
leg->AddEntry(hAw,"SubLeading (RecoTrk)","pl");
leg->AddEntry(hAwGen,"SubLeading (All GenP)","l");
}
}
if (sysMode>0) {
leg->AddEntry(hNr,"Leading","pl");
leg->AddEntry(hAw,"SubLeading","pl");
}
leg->SetTextSize(0.05);
leg->Draw();
}
// ===============================================
// Save
// ===============================================
c6->Print(Form("%s/%s.gif",outdir.Data(),tag.Data()));
c6->Print(Form("%s/%s.eps",outdir.Data(),tag.Data()));
c6->Print(Form("%s/%s.C",outdir.Data(),tag.Data()));
}
void plotBalance(int cbin,
TString infname,
TString pythia,
TString mix,
bool drawXLabel,
bool drawLeg)
{
bool showPbPb = 0;
if(iPlot == 0 || iPlot == 3) showPbPb = 1;
if(iPlot != 3) dijet = dijet&&deltaPhi;
TCut centHF("");
TCut centNtrk("");
if(centMode == 0){
cout<<"Obsolete centrality usage."<<endl;
return;
if(cbin==0) centHF = "bin>=20 && bin<26";
if(cbin==1) centHF = "bin>=26 && bin<27";
if(cbin==2) centHF = "bin>=27 && bin<28";
if(cbin==3) centHF = "bin>=28 && bin<29";
if(cbin==4) centHF = "bin>=29 && bin<31";
if(cbin==5) centHF = "bin>=31";
if(cbin==0) centNtrk = "ntrk >= 180";
if(cbin==1) centNtrk = "150 <= ntrk && ntrk < 180";
if(cbin==2) centNtrk = "110 <= ntrk && ntrk < 150";
if(cbin==3) centNtrk = "90 <= ntrk && ntrk < 150";
if(cbin==4) centNtrk = "60 <= ntrk && ntrk < 90";
if(cbin==5) centNtrk = "ntrk < 60";
}
if(centMode == 1){
centHF = hfPlusBins[cbin];
centNtrk = centHF;
}
cout<<"plotting ntrk bin : "<<cbin<<endl;
// open the data file
if(iPlot > 100) entryMode = 1;
string treeName = "ntdijet";
string wName = "ntw";
if(entryMode == 1){
treeName = "ntjet";
wName = "ntjetw";
}
if(entryMode == 2){
treeName = "nttrk";
wName = "nttrkw";
}
TFile *inf = new TFile(infname.Data());
TTree *nt =(TTree*)inf->FindObjectAny(treeName.data());
TTree *ntevt =(TTree*)inf->FindObjectAny("ntevt");
if(entryMode < 1) nt->AddFriend(ntevt);
// open the pythia (MC) file
TFile *infReference = new TFile(pythia.Data());
TTree *ntReference;
TTree *ntevtReference;
ntReference = (TTree*) infReference->FindObjectAny(treeName.data());
ntevtReference = (TTree*) infReference->FindObjectAny("ntevt");
if(entryMode < 1) ntReference->AddFriend(ntevtReference);
// open the datamix file
TFile *infMix = new TFile(mix.Data());
TTree *ntMix =(TTree*)infMix->FindObjectAny(treeName.data());
TTree *ntevtMix =(TTree*)infMix->FindObjectAny("ntevt");
// TFile *infW = new TFile("weights_hydjet.root");
// TTree *ntw =(TTree*)infW->FindObjectAny("ntw");
TTree *ntw =(TTree*)infMix->FindObjectAny(wName.data());
ntMix->AddFriend(ntw);
if(entryMode < 1) ntMix->AddFriend(ntevtMix);
int Nbin = 10;
double max = 1.;
double min = 0;
if(iPlot == 1 || iPlot == 21 || iPlot == 22){
Nbin = 20;
max = 2;
min = -2;
};
if(iPlot == 3){
Nbin = 30;
max = pi;
};
if(iPlot == 8){
Nbin = 50;
max = 25;
min = -25;
};
if(iPlot == 9){
Nbin = 50;
max = 250;
};
if(iPlot == 11 || iPlot == 12){
Nbin = 50;
max = 25;
};
if(iPlot == 13 || iPlot == 14){
Nbin = 75;
max = 150;
}
if(iPlot == 101){
Nbin = 20;
max = 2;
min = -2;
}
// projection histogram
TH1D *h = new TH1D(Form("h",cbin),"",Nbin,min,max);
TH1D *hReference = new TH1D(Form("hReference",cbin),"",Nbin,min,max);
TH1D *hDataMix = new TH1D(Form("hDataMix",cbin),"",Nbin,min,max);
TH1D *hB = new TH1D(Form("hB",cbin),"",Nbin,min,max);
TH1D *hReferenceB = new TH1D(Form("hReferenceB",cbin),"",Nbin,min,max);
TH1D *hDataMixB = new TH1D(Form("hDataMixB",cbin),"",Nbin,min,max);
TH1D *hFull = new TH1D("hFull","",Nbin,min,max);
TH1D *hReferenceFull = new TH1D("hReferenceFull","",Nbin,min,max);
TH1D *hDataMixFull = new TH1D("hDataMixFull","",Nbin,min,max);
TH1D* hNorm = new TH1D("hNorm","",1000,0,1000);
TH1D* hNormReference = new TH1D("hNormReference","",1000,0,1000);
TH1D* hNormDataMix = new TH1D("hNormDataMix","",1000,0,1000);
hB->SetLineStyle(2);
hReferenceB->SetLineStyle(2);
hDataMixB->SetLineStyle(2);
// ntReference->SetAlias("pt1","et1");
// ntReference->SetAlias("pt2","et2");
nt->SetAlias("pt1","jtpt1");
nt->SetAlias("pt2","jtpt2");
nt->SetAlias("eta1","jteta1");
nt->SetAlias("eta2","jteta2");
nt->SetAlias("phi1","jtphi1");
nt->SetAlias("phi2","jtphi2");
ntMix->SetAlias("pt1","jtpt1");
ntMix->SetAlias("pt2","jtpt2");
ntMix->SetAlias("eta1","jteta1");
ntMix->SetAlias("eta2","jteta2");
ntMix->SetAlias("phi1","jtphi1");
ntMix->SetAlias("phi2","jtphi2");
ntReference->SetAlias("pt1","jtpt1");
ntReference->SetAlias("pt2","jtpt2");
ntReference->SetAlias("eta1","jteta1");
ntReference->SetAlias("eta2","jteta2");
ntReference->SetAlias("phi1","jtphi1");
ntReference->SetAlias("phi2","jtphi2");
nt->SetAlias("cent","hfp");
ntMix->SetAlias("cent","hfp");
ntReference->SetAlias("cent","hfp");
nt->SetAlias("dphi","acos(cos(phi1-phi2))");
ntMix->SetAlias("dphi","acos(cos(phi1-phi2))");
ntReference->SetAlias("dphi","acos(cos(phi1-phi2))");
if(iPlot == 0){
nt->SetAlias("var","pt2/pt1");
ntReference->SetAlias("var","pt2/pt1");
ntMix->SetAlias("var","pt2/pt1");
}
if(iPlot == 1){
nt->SetAlias("var","(eta1+eta2)/2");
ntReference->SetAlias("var","(eta1+eta2)/2");
ntMix->SetAlias("var","(eta1+eta2)/2");
}
if(iPlot == 3){
nt->SetAlias("var","acos(cos(phi1-phi2))");
ntReference->SetAlias("var","acos(cos(phi1-phi2))");
ntMix->SetAlias("var","acos(cos(phi1-phi2))");
}
if(iPlot == 8){
nt->SetAlias("var","pu1-pu2");
ntReference->SetAlias("var","pu1-pu2");
ntMix->SetAlias("var","pu1-pu2");
}
if(iPlot == 11){
nt->SetAlias("var","pu1");
ntReference->SetAlias("var","pu1");
ntMix->SetAlias("var","pu1");
}
if(iPlot == 12){
nt->SetAlias("var","pu2");
ntReference->SetAlias("var","pu2");
ntMix->SetAlias("var","pu2");
}
if(iPlot == 13){
nt->SetAlias("var","trkMax1");
ntReference->SetAlias("var","trkMax1");
ntMix->SetAlias("var","trkMax1");
}
if(iPlot == 14){
nt->SetAlias("var","trkMax2");
ntReference->SetAlias("var","trkMax2");
ntMix->SetAlias("var","trkMax2");
}
if(iPlot == 9){
nt->SetAlias("var","ntrk");
ntReference->SetAlias("var","ntrk");
ntMix->SetAlias("var","ntrk");
}
if(iPlot == 21){
nt->SetAlias("var","eta1");
ntReference->SetAlias("var","eta1");
ntMix->SetAlias("var","eta1");
}
if(iPlot == 22){
nt->SetAlias("var","eta2");
ntReference->SetAlias("var","eta2");
ntMix->SetAlias("var","eta2");
}
if(iPlot == 101){
nt->SetAlias("var","eta");
ntReference->SetAlias("var","eta");
ntMix->SetAlias("var","eta");
}
if(iPlot == 51){
nt->SetAlias("var","matchPt1/pt1");
ntReference->SetAlias("var","matchPt1/pt1");
ntMix->SetAlias("var","matchPt1/pt1");
}
if(iPlot == 52){
nt->SetAlias("var","matchPt2/pt2");
ntReference->SetAlias("var","matchPt2/pt2");
ntMix->SetAlias("var","matchPt2/pt2");
}
nt->Draw("var>>hFull",dijet&&noise&&jetID&¢HF&&vtx);
nt->Draw("var>>hB",side&&noise&&jetID&¢HF&&vtx);
nt->Draw("pt1>>hNorm",lead&&noise&&jetID&¢HF&&vtx);
ntMix->Draw("var>>hDataMixFull",weight*(dijet&&jetID&¢HF&&vtx));
ntMix->Draw("var>>hDataMixB",weight*(side&&jetID&¢HF&&vtx));
ntMix->Draw("pt1>>hNormDataMix",weight*(lead&&jetID&¢HF&&vtx));
ntReference->Draw("var>>hReferenceFull",dijet&&noise&&jetID&¢HF&&vtx);
ntReference->Draw("var>>hReferenceB",side&&noise&&jetID&¢HF&&vtx);
ntReference->Draw("pt1>>hNormReference",lead&&noise&&jetID&¢HF&&vtx);
hDataMix->Add(hDataMixFull);
h->Add(hFull);
hReference->Add(hReferenceFull);
if(subtract){
hDataMix->Add(hDataMixB,-1);
h->Add(hB,-1);
hReference->Add(hReferenceB,-1);
}
hB->SetFillStyle(3005);
hB->SetFillColor(15);
// calculate the statistical error and normalize
h->SetLineColor(dataColor);
h->SetMarkerColor(dataColor);
h->Sumw2();
if(normLead){
h->Scale(1./hNorm->Integral());
hB->Scale(1./hNorm->Integral());
}else{
hB->Scale(1./h->Integral());
h->Scale(1./h->Integral());
}
h->SetMarkerStyle(20);
if(hReference->Integral() > 0){
hReference->Scale(1./hNormReference->Integral());
}
hReference->SetLineColor(kBlue);
hReference->SetFillColor(kAzure-8);
hReference->SetFillStyle(3005);
if(normLead){
hDataMixB->Scale(1./hNormDataMix->Integral());
hDataMix->Scale(1./hNormDataMix->Integral());
}else{
hDataMixB->Scale(1./hDataMix->Integral());
hDataMix->Scale(1./hDataMix->Integral());
}
hDataMix->SetLineColor(mixColor);
hDataMix->SetFillColor(mixColor);
hDataMix->SetFillStyle(3004);
hDataMix->SetMarkerSize(0);
hDataMix->SetStats(0);
hDataMix->GetXaxis()->SetLabelSize(22);
hDataMix->GetXaxis()->SetLabelFont(43);
hDataMix->GetXaxis()->SetTitleSize(28);
hDataMix->GetXaxis()->SetTitleFont(43);
hDataMix->GetXaxis()->SetTitleOffset(2.2);
hDataMix->GetXaxis()->CenterTitle();
hDataMix->GetYaxis()->SetLabelSize(22);
hDataMix->GetYaxis()->SetLabelFont(43);
hDataMix->GetYaxis()->SetTitleSize(28);
hDataMix->GetYaxis()->SetTitleFont(43);
hDataMix->GetYaxis()->SetTitleOffset(2.2);
hDataMix->GetYaxis()->CenterTitle();
if(drawXLabel) hDataMix->SetXTitle("A_{J} = (p_{T,1}-p_{T,2})/(p_{T,1}+p_{T,2})");
hDataMix->SetYTitle("Event Fraction");
if(iPlot==1) hDataMix->SetXTitle("#eta_{dijet} = (#eta_{1}+#eta_{2})/2");
if(iPlot==21) hDataMix->SetXTitle("#eta_{1}");
if(iPlot==22) hDataMix->SetXTitle("#eta_{2}");
if(iPlot==8) hDataMix->SetXTitle("p_{T,1}^{background}-p_{T,2}^{background}");
if(iPlot==9) hDataMix->SetXTitle("N_{trk}^{offline}");
if(iPlot==11) hDataMix->SetXTitle("p_{T,1}^{background}");
if(iPlot==12) hDataMix->SetXTitle("p_{T,2}^{background}");
if(iPlot==13) hDataMix->SetXTitle("p_{T} leading track in leading jet");
if(iPlot==14) hDataMix->SetXTitle("p_{T} leading track in subleading jet");
if(drawXLabel){
if(iPlot==0) hDataMix->SetXTitle("p_{T,2}/p_{T,1}");
if(iPlot==3) hDataMix->SetXTitle("#Delta #phi_{1,2}");
}
if(iPlot==0) hDataMix->SetMaximum(0.32);
if(iPlot == 1 || iPlot==21 || iPlot==22){
hDataMix->SetMaximum(0.3);
hDataMix->SetMinimum(0);
}
if(iPlot==3){
hDataMix->SetMaximum(2.52);
hDataMix->SetMinimum(0.00004);
}
if(iPlot==8){
hDataMix->SetMaximum(10);
hDataMix->SetMinimum(0.00004);
}
if(iPlot==9){
hDataMix->SetMaximum(0.15);
hDataMix->SetMinimum(0.);
}
if(iPlot==11 || iPlot == 12){
hDataMix->SetMaximum(10);
hDataMix->SetMinimum(0.00004);
}
//hDataMix->GetXaxis()->SetNdivisions(905,true);
hDataMix->GetYaxis()->SetNdivisions(505,true);
hReference->SetMarkerColor(ppColor);
hReference->SetLineColor(ppColor);
hReference->SetMarkerStyle(25);
hDataMix->Draw();//"hist");
hDataMix->Draw("hist same");
if(showPbPb) hReference->Draw("same");
cout<<"PbPb ENTRIES : "<<endl;
cout<<hReference->GetEntries()<<endl;
cout<<"PbPb integral : "<<endl;
cout<<hReference->Integral()<<endl;
cout<<"pPb integral : "<<endl;
cout<<h->Integral()<<endl;
cout<<"Mix integral : "<<endl;
cout<<hDataMix->Integral()<<endl;
h->SetLineWidth(1);
h->Draw("same");
h->SetLineWidth(2);
h->Draw("same");
// hDataMixB->Draw("same hist");
// hB->Draw("same hist");
cout<<" mean value of data "<<h->GetMean()<<endl;
if(drawLeg){
TLegend *t3=new TLegend(0.01,0.7,0.3,0.95);
t3->AddEntry(h,"pPb #sqrt{s}=5.02 TeV","p");
if(showPbPb) t3->AddEntry(hReference,"PbPb #sqrt{s}=2.76 TeV","p");
t3->AddEntry(hDataMix,"PYTHIA+HIJING","lf");
t3->SetFillColor(0);
t3->SetBorderSize(0);
t3->SetFillStyle(0);
t3->SetTextFont(63);
t3->SetTextSize(15);
t3->Draw();
}
}
void tight_loose_ratioplot()
{
DEBUG("tight_loose_ratioplot() start");
MakeCanvas(1,1);
DEBUG("reading histograms");
// "plot" histograms, i.e. read into memory
cd(1);
top();
plot3("TightMuons");
cd(2);
top();
plot3("LooseMuons");
cd(1);
TLegend * leg = new TLegend(0.53, 0.52, 0.77, 0.84);
setopt(leg);
Bool_t first = kTRUE;
// get summed histograms
vector<Int_t> entries;
TH3D * hTightSum = 0;
TH3D * hLooseSum = 0;
for (Int_t i = 0; i < gMaxProcess; i++) {
Int_t process = gOrder[0][i];
// not existing
TH3D * hTight3 = gHisto3[0][process];
TH3D * hLoose3 = gHisto3[1][process];
if (hTight3 == 0 || hLoose3 == 0) {
ERROR("could not get histogram # " << i << " from memory");
continue;
}
// if joined, it was already considered in previous iteration
if (gProcess[process].join)
continue;
if (strncmp(gProcess[process].fname, "qcd", 3) &&
strncmp(gProcess[process].fname, "dyll", 4) &&
strncmp(gProcess[process].fname, "ttjets", 6) &&
strncmp(gProcess[process].fname, "wjetstolnu", 10) &&
strncmp(gProcess[process].fname, "data", 3))
continue;
DEBUG("Creating histos for process " << gProcess[process].fname);
hTightSum = new TH3D(*hTight3);
hLooseSum = new TH3D(*hLoose3);
// check if histograms are joined -> we need to add statistics
for (Int_t j = i+1; j < gMaxProcess; j++) {
Int_t proc = gOrder[0][j];
if (gOrder[1][j] != proc) {
ERROR("wrong order - need to restart!");
return;
}
// only add joined histograms
if (!gProcess[proc].join)
break;
// not existing
if (gHisto3[0][proc] == 0 || gHisto3[1][proc] == 0)
continue;
DEBUG("Adding histos for process " << gProcess[proc].fname);
hTightSum->Add(gHisto3[0][proc], 1.);
hLooseSum->Add(gHisto3[1][proc], 1.);
}
DEBUG("Getting ratio");
TH1D * histo = get_1d_ratio(hTightSum, hLooseSum);
if (histo == 0) {
ERROR("Division failed");
return;
}
check_1d_ratio_histogram(histo);
setopt(histo);
histo->SetLineColor(gProcess[process].lcolor);
histo->SetLineStyle(gProcess[process].lstyle);
DEBUG("Adding to legend");
if (process != gMaxProcess-1) {
leg->AddEntry(histo, gProcess[process].tname, "l");
}
else {
leg->AddEntry(histo, gProcess[process].tname);
}
DEBUG("Draw");
if (first) {
histo->SetMaximum(1.);
histo->SetMinimum(-0.1);
histo->SetXTitle("p_{T}(#mu) [GeV]");
histo->SetYTitle("T/L ratio");
histo->Draw("ehisto");
first = kFALSE;
}
else {
if (process == gMaxProcess-1) {
histo->SetMarkerStyle(gProcess[gMaxProcess-1].marker);
histo->Draw("epsame");
}
else {
histo->Draw("ehistosame");
}
}
}
// add subtracted data histogram
TH1D * hdata_subtracted = get_subtracted_tight_loose_ratio(false, false);
if (hdata_subtracted == 0)
return;
Double_t linemax = hdata_subtracted->GetXaxis()->GetXmax();
Double_t linemin = hdata_subtracted->GetXaxis()->GetXmin();
TLine * l = new TLine(linemin, 0, linemax, 0);
l->SetLineStyle(kDotted);
l->SetLineColor(kBlack);
l->SetLineWidth(2);
l->Draw();
hdata_subtracted->SetMarkerColor(kBlue);
hdata_subtracted->SetMarkerStyle(8);
hdata_subtracted->Draw("epsame");
leg->AddEntry(hdata_subtracted, "data subtr.", "ep");
leg->Draw();
gPad->Print("tlratio.pdf");
}
void validation()
{
msglvl[DBG] = SILENT;
msglvl[INF] = VISUAL;
msglvl[WRN] = VISUAL;
msglvl[ERR] = VISUAL;
msglvl[FAT] = VISUAL;
TDirectory* oldDir = gDirectory; // remember old directory
style();
Int_t g4bin = (ng4bins/g4max+1); //==> g^4=1 ==> SSM !
TString suffix = "";
if(doTruth) suffix = "_truth";
TString mctype = (isMC11c) ? "mc11c" : "mc11a";
// TString fBGname = "plots/ZP_2dtemplates_"+mctype+"_33st_overallEWkF_noInAmpSigEWkF_noHighMbins_wthOfficialZP_Xmass2000.root";
// TString fBGname = "plots/ZP_2dtemplates_"+mctype+"_33st_noKKtmplates_overallEWkF_noInAmpSigEWkF_noTruth_wthOfficialZP_treeLevelMass_Xmass2000.root";
// TString fBGname = "plots/ZP_2dtemplates_"+mctype+"_33st_noKKtmplates_overallEWkF_noInAmpSigEWkF_wthOfficialZP_treeLevelMass_Xmass2000.root";
// TString fBGname = "plots/ZP_2dtemplates_mc11c_33st_noKKtmplates_overallEWkF_noInAmpSigEWkF_wthOfficialZP_fixedBWwidth_treeLevelMass_Xmass2000.root";
// TString fBGname = "plots/ZP_2dtemplates_mc11c_33st_noKKtmplates_overallEWkF_noInAmpSigEWkF_noTruth_wthOfficialZP_treeLevelMass_Xmass2000.root";
// TString fBGname = "plots/ZP_2dtemplates_"+mctype+"_33st_noKKtmplates_overallEWkF_noInAmpSigEWkF_noTruth_wthOfficialZP_treeLevelMass_Xmass2000.root";
// TString fBGname = "plots/ZP_2dtemplates_"+mctype+"_33st_noKKtmplates_overallEWkF_noInAmpSigEWkF_noTruth_wthOfficialZP_fixedBWwidth_treeLevelMass_Xmass2000.root";
TLegend* legR = new TLegend(0.15,0.75,0.35,0.85,NULL,"brNDC");
legR->SetFillStyle(4000); //will be transparent
legR->SetFillColor(0);
legR->SetTextFont(42);
TH1D* hDummy = new TH1D("","",1,0.,1.);
hDummy->SetMarkerStyle(20);
hDummy->SetMarkerSize(0.8);
hDummy->SetMarkerColor(kBlack);
if(!doResiduals) legR->AddEntry(hDummy,"#frac{template}{official}","lep");
else legR->AddEntry(hDummy,"#frac{template - official}{#sqrt{#delta^{2}template + #delta^{2}official}}","lep");
TPaveText* ptxt = new TPaveText(0.145,0.35,0.245,0.55,"NDC");
TText* txt;
ptxt->SetTextSize(0.03);
ptxt->SetBorderSize(0);
ptxt->SetFillStyle(4000); //will be transparent
ptxt->SetFillColor(0);
ptxt->SetTextAlign(12);
txt = ptxt->AddText("This range");
txt = ptxt->AddText("is chopped");
txt = ptxt->AddText("before the");
txt = ptxt->AddText("template is");
txt = ptxt->AddText("handed to");
txt = ptxt->AddText("BAT (limit).");
oldDir->cd();
TString fBGname = "plots/validation/ZP_2dtemplates_mc11c_33st_noKKtmplates_wthOfficialZP_treeLevelMass_Xmass2000.root";
TFile* fD = new TFile(fBGname,"READ");
TH1D* hDY = NULL;
if(doTruth) hDY = (TH1D*)fD->Get("hMass_DYmumu_truth")->Clone();
else hDY = (TH1D*)fD->Get("hMass_DYmumu")->Clone();
hDY->SetLineColor(kMagenta-5);
hDY->SetMarkerColor(kMagenta-5);
oldDir->cd();
TFile* fDYrozmin = new TFile("plots/mass_plot_tables_3st.root","READ");
TH1D* hDYrozmin = (TH1D*)fDYrozmin->Get("mass_log_dy")->Clone();
hDYrozmin = (TH1D*)hGeV2TeV(hDYrozmin)->Clone();
hDYrozmin = (TH1D*)hChopper(hDYrozmin,bins2chop)->Clone();
oldDir->cd();
TFile* f1dTemplates = new TFile("plots/ZpSignal_MM_MC11c_5points.root","READ");
TObjArray* toarr1d = new TObjArray();
toarr1d->Read("template");
TMapTSP2TH1D h1dBrandeisTmpltMap;
double Nflat = 399948;
double sigmaflat = 4.3988E+07*nb2fb;
double Lmcflat = Nflat/sigmaflat;
double scale = luminosity/Lmcflat;
TH1D* h1dTmp = NULL;
h1dTmp = (TH1D*)((TObjArray*)toarr1d->At(0/*22*/))->Clone();
h1dTmp->Scale(scale);
h1dTmp = (TH1D*)hChopper(h1dTmp,bins2chop)->Clone();
h1dTmp->Add(hDYrozmin);
h1dBrandeisTmpltMap.insert( make_pair("1000",(TH1D*)resetErrors(h1dTmp)->Clone("1000")) );
h1dTmp = NULL;
h1dTmp = (TH1D*)((TObjArray*)toarr1d->At(1/*28*/))->Clone();
h1dTmp->Scale(scale);
h1dTmp = (TH1D*)hChopper(h1dTmp,bins2chop)->Clone();
h1dTmp->Add(hDYrozmin);
h1dBrandeisTmpltMap.insert( make_pair("1250",(TH1D*)resetErrors(h1dTmp)->Clone("1250")) );
h1dTmp = NULL;
h1dTmp = (TH1D*)((TObjArray*)toarr1d->At(2/*34*/))->Clone();
h1dTmp->Scale(scale);
h1dTmp = (TH1D*)hChopper(h1dTmp,bins2chop)->Clone();
h1dTmp->Add(hDYrozmin);
h1dBrandeisTmpltMap.insert( make_pair("1500",(TH1D*)resetErrors(h1dTmp)->Clone("1500")) );
h1dTmp = NULL;
h1dTmp = (TH1D*)((TObjArray*)toarr1d->At(3/*40*/))->Clone();
h1dTmp->Scale(scale);
h1dTmp = (TH1D*)hChopper(h1dTmp,bins2chop)->Clone();
h1dTmp->Add(hDYrozmin);
h1dBrandeisTmpltMap.insert( make_pair("1750",(TH1D*)resetErrors(h1dTmp)->Clone("1750")) );
h1dTmp = NULL;
h1dTmp = (TH1D*)((TObjArray*)toarr1d->At(4/*47*/))->Clone();
h1dTmp->Scale(scale);
h1dTmp = (TH1D*)hChopper(h1dTmp,bins2chop)->Clone();
h1dTmp->Add(hDYrozmin);
h1dBrandeisTmpltMap.insert( make_pair("2000",(TH1D*)resetErrors(h1dTmp)->Clone("2000")) );
oldDir->cd();
TMapTSP2TH1D h1Map;
h1Map.insert( make_pair("1000o", (TH1D*)fD->Get("hMass_Zprime_SSM1000"+suffix)->Clone()) );
h1Map.insert( make_pair("1000t", (TH1D*)fD->Get("hMass_Zprime_SSM1000_template"+suffix)->Clone()) );
if(isMC11c)
{
h1Map.insert( make_pair("1250o", (TH1D*)fD->Get("hMass_Zprime_SSM1250"+suffix)->Clone()) );
h1Map.insert( make_pair("1250t", (TH1D*)fD->Get("hMass_Zprime_SSM1250_template"+suffix)->Clone()) );
}
h1Map.insert( make_pair("1500o", (TH1D*)fD->Get("hMass_Zprime_SSM1500"+suffix)->Clone()) );
h1Map.insert( make_pair("1500t", (TH1D*)fD->Get("hMass_Zprime_SSM1500_template"+suffix)->Clone()) );
h1Map.insert( make_pair("1750o", (TH1D*)fD->Get("hMass_Zprime_SSM1750"+suffix)->Clone()) );
h1Map.insert( make_pair("1750t", (TH1D*)fD->Get("hMass_Zprime_SSM1750_template"+suffix)->Clone()) );
h1Map.insert( make_pair("2000o", (TH1D*)fD->Get("hMass_Zprime_SSM2000"+suffix)->Clone()) );
h1Map.insert( make_pair("2000t", (TH1D*)fD->Get("hMass_Zprime_SSM2000_template"+suffix)->Clone()) );
TMapTSP2TH1D h1rMap;
h1rMap.insert( make_pair("1000", (TH1D*)fD->Get("hMass_Zprime_SSM1000"+suffix)->Clone()) );
if(isMC11c) h1rMap.insert( make_pair("1250", (TH1D*)fD->Get("hMass_Zprime_SSM1250"+suffix)->Clone()) );
h1rMap.insert( make_pair("1500", (TH1D*)fD->Get("hMass_Zprime_SSM1500"+suffix)->Clone()) );
h1rMap.insert( make_pair("1750", (TH1D*)fD->Get("hMass_Zprime_SSM1750"+suffix)->Clone()) );
h1rMap.insert( make_pair("2000", (TH1D*)fD->Get("hMass_Zprime_SSM2000"+suffix)->Clone()) );
for(TMapTSP2TH1D::iterator it=h1rMap.begin() ; it!=h1rMap.end() ; ++it)
{
it->second->Reset();
if(!doResiduals) it->second->Divide(h1Map[it->first+"o"],h1Map[it->first+"t"],1.,1.,"B");
else residuals(h1Map[it->first+"o"], h1Map[it->first+"t"], it->second);
// for(Int_t i=0 ; i<=it->second->GetNbinsX()+1 ; i++) it->second->SetBinError(i,0);
it->second->SetMarkerStyle(20);
it->second->SetMarkerSize(0.5);
it->second->GetXaxis()->SetLabelSize(0.073);
it->second->GetYaxis()->SetLabelSize(0.073);
it->second->GetXaxis()->SetTitleSize(0.073);
it->second->GetYaxis()->SetTitleSize(0.073);
it->second->SetTitleSize(0.075);
it->second->GetYaxis()->SetTitleOffset(0.5);
if(!doResiduals)
{
it->second->SetMinimum(0.2);
it->second->SetMaximum(1.8);
}
else
{
it->second->SetMinimum(-5.);
it->second->SetMaximum(+5.);
}
it->second->SetTitle("");
if(!doResiduals) it->second->GetYaxis()->SetTitle("ratio");
else it->second->GetYaxis()->SetTitle("residuals");
}
TMapTSP2TGAE poissonGraphMap;
TMapTSP2TLeg legMap;
_INFO("");
oldDir->cd();
fD->cd();
TH1D* h1Template = (TH1D*)fD->Get("hMass_DYmumu"+suffix)->Clone();
h1Template->Reset();
TObjArray* toarr = new TObjArray();
if(doTruth) toarr->Read("truth_template2d");
else toarr->Read("template2d");
TH2D* h2SSM2000 = (TH2D*)((TObjArray*)toarr->At(0))->Clone("hMass"+suffix+"_Zprime_SSM2000_template2d");
for(Int_t bin=1 ; bin<=h2SSM2000->GetNbinsX() ; bin++)
{
h1Template->SetBinContent(bin, h2SSM2000->GetBinContent(bin,g4bin));
h1Template->SetBinError(bin, h2SSM2000->GetBinError(bin,g4bin));
}
h1Template->SetLineColor(kViolet);
h1Template->SetLineWidth(1);
h1Template->SetMarkerStyle(20);
h1Template->SetMarkerSize(0.3);
h1Template->SetMarkerColor(kViolet);
// the functions
h2Template = (TH2D*)h2SSM2000->Clone();
vector<TF1*> vfunc;
unsigned int nmllbins = h2Template->GetNbinsX();
for(unsigned int mll=1 ; mll<=(nmllbins-bins2chop) ; mll++) // 1...(56-9 = 47)
{
TString mllname = (TString)_s(mll);
TString mllval = (TString)_s(h2Template->GetXaxis()->GetBinCenter(mll+bins2chop));
TF1* f = new TF1("fNominal_mll"+mllname,fTH1toTF1,g4min,g4max,1);
f->SetParameter(0,mll);
f->SetParNames("mll");
// f->SetLineColor(kBlue);
// f->SetLineWidth(1);
f->SetNpx(400);
vfunc.push_back(f);
}
TGraph* graphDY = new TGraph();
graphDY->SetMarkerStyle(25);
graphDY->SetMarkerSize(0.6);
graphDY->SetMarkerColor(kGreen+2);
TGraph* graphSSM = new TGraph();
graphSSM->SetMarkerStyle(24);
graphSSM->SetMarkerSize(0.6);
graphSSM->SetMarkerColor(kOrange+8);
for(unsigned int i=0 ; i<vfunc.size() ; i++)
{
double DY = vfunc[i]->Eval(0.0);
double SSM = vfunc[i]->Eval(1.0);
graphDY->SetPoint(i,h2Template->GetXaxis()->GetBinCenter(bins2chop+i+1),DY);
graphSSM->SetPoint(i,h2Template->GetXaxis()->GetBinCenter(bins2chop+i+1),SSM);
}
oldDir->cd();
TObjArray* toarr1dTLV = new TObjArray();
TMapTSP2TH1D h1dTlvTmpltMap;
TFile* fT = NULL;
TString fTname = "plots/validation/ZP_2dtemplates_mc11c_33st_noInterference_noKKtmplates_noOverallEWkF_wthOfficialZP_treeLevelMass_Xmass";
fT = new TFile(fTname+"1000.root","READ");
toarr1dTLV->Read("template");
h1dTmp = (TH1D*)((TObjArray*)toarr1dTLV->At(0))->Clone();
h1dTmp->Add(hDY);
h1dTlvTmpltMap.insert( make_pair("1000",(TH1D*)resetErrors(h1dTmp)->Clone("1000")) );
fT = new TFile(fTname+"1250.root","READ");
toarr1dTLV->Read("template");
h1dTmp = (TH1D*)((TObjArray*)toarr1dTLV->At(0))->Clone();
h1dTmp->Add(hDY);
h1dTlvTmpltMap.insert( make_pair("1250",(TH1D*)resetErrors(h1dTmp)->Clone("1250")) );
fT = new TFile(fTname+"1500.root","READ");
toarr1dTLV->Read("template");
h1dTmp = (TH1D*)((TObjArray*)toarr1dTLV->At(0))->Clone();
h1dTmp->Add(hDY);
h1dTlvTmpltMap.insert( make_pair("1500",(TH1D*)resetErrors(h1dTmp)->Clone("1500")) );
fT = new TFile(fTname+"1750.root","READ");
toarr1dTLV->Read("template");
h1dTmp = (TH1D*)((TObjArray*)toarr1dTLV->At(0))->Clone();
h1dTmp->Add(hDY);
h1dTlvTmpltMap.insert( make_pair("1750",(TH1D*)resetErrors(h1dTmp)->Clone("1750")) );
fT = new TFile(fTname+"2000.root","READ");
toarr1dTLV->Read("template");
h1dTmp = (TH1D*)((TObjArray*)toarr1dTLV->At(0))->Clone();
h1dTmp->Add(hDY);
h1dTlvTmpltMap.insert( make_pair("2000",(TH1D*)resetErrors(h1dTmp)->Clone("2000")) );
oldDir->cd();
for(TMapTSP2TH1D::iterator it=h1Map.begin() ; it!=h1Map.end() ; ++it)
{
if(it->first.Contains("o"))
{
TString name = it->first;
name.ReplaceAll("o","");
it->second->SetFillColor(kAzure-9);
if(doTruth) it->second->SetTitle("m_{Z'} = "+name+" GeV (truth)");
else it->second->SetTitle("m_{Z'} = "+name+" GeV");
}
if(it->first.Contains("t"))
{
//TGraphAsymmErrors* poisson(TH1D* h)
it->second->SetLineColor(kBlue);
it->second->SetMarkerStyle(20);
it->second->SetMarkerSize(0.4);
it->second->SetMarkerColor(kBlue);
it->second->SetLineWidth(1);
TString name = it->first;
name.ReplaceAll("t","");
poissonGraphMap.insert( make_pair(name, (TGraphAsymmErrors*)poisson(it->second)->Clone()) );
poissonGraphMap[name]->SetMarkerStyle(20);
poissonGraphMap[name]->SetMarkerSize(0.3);
poissonGraphMap[name]->SetMarkerColor(kBlue);
poissonGraphMap[name]->SetLineWidth(1);
poissonGraphMap[name]->SetLineColor(kBlue);
}
}
Double_t yLine = (!doResiduals) ? 1. : 0.;
TLine* line = new TLine(0.07,yLine,3.,yLine);
line->SetLineColor(kRed);
line->SetLineWidth(2);
TMapTSP2TCNV cnvMap;
cnvMap.insert( make_pair("1000", new TCanvas("1000","1000",600,550)) );
if(isMC11c) cnvMap.insert( make_pair("1250", new TCanvas("1250","1250",600,550)) );
cnvMap.insert( make_pair("1500", new TCanvas("1500","1500",600,550)) );
cnvMap.insert( make_pair("1750", new TCanvas("1750","1750",600,550)) );
cnvMap.insert( make_pair("2000", new TCanvas("2000","2000",600,550)) );
for(TMapTSP2TCNV::iterator it=cnvMap.begin() ; it!=cnvMap.end() ; ++it)
{
_INFO("starting "+(string)it->first);
if(it->first=="2000") legMap.insert( make_pair(it->first, new TLegend(0.35,0.55,0.83,0.84,NULL,"brNDC")) );
else legMap.insert( make_pair(it->first, new TLegend(0.35,0.60,0.83,0.84,NULL,"brNDC")) );
legMap[it->first]->SetFillStyle(4000); //will be transparent
legMap[it->first]->SetFillColor(0);
legMap[it->first]->SetTextFont(42);
legMap[it->first]->AddEntry(h1Map[it->first+"o"],"Official Z'_{SSM}","F");
legMap[it->first]->AddEntry(hDY,"Official DY#mu#mu","lep");
legMap[it->first]->AddEntry(h1Map[it->first+"t"],"ME^{2} method: Template w/o couplings scale","lep");
if(it->first=="2000")
{
legMap[it->first]->AddEntry(h1Template,"ME^{2} method: Template histogram at #it{g=1} (SSM)","lep");
legMap[it->first]->AddEntry(graphSSM, "ME^{2} method: Template function at #it{g=1} (SSM)","p");
legMap[it->first]->AddEntry(graphDY, "ME^{2} method: Template function at #it{g=0} (DY)","p");
}
if(!doTruth)
{
h1dTlvTmpltMap[it->first]->SetLineColor(kCyan+2);
h1dTlvTmpltMap[it->first]->SetMarkerColor(kCyan+2);
h1dTlvTmpltMap[it->first]->SetMarkerStyle(5);
h1dTlvTmpltMap[it->first]->SetMarkerSize(0.5);
legMap[it->first]->AddEntry(h1dTlvTmpltMap[it->first],"ME^{2} method: DY+Template (no interference)","p");
h1dBrandeisTmpltMap[it->first]->SetLineColor(kRed);
h1dBrandeisTmpltMap[it->first]->SetMarkerColor(kRed);
h1dBrandeisTmpltMap[it->first]->SetMarkerStyle(27);
h1dBrandeisTmpltMap[it->first]->SetMarkerSize(0.5);
legMap[it->first]->AddEntry(h1dBrandeisTmpltMap[it->first],"Flat Z' method: DY+Template (no interference)","p");
}
it->second->Divide(1,2);
TVirtualPad* ph = it->second->cd(1);
TVirtualPad* pr = it->second->cd(2);
ph->SetPad(0.00, 0.35, 1.00, 1.00);
pr->SetPad(0.00, 0.00, 1.00, 0.35);
ph->SetBottomMargin(0.012);
pr->SetBottomMargin(0.20);
pr->SetTopMargin(0.012);
ph->cd();
ph->Draw();
ph->SetTicks(1,1);
ph->SetLogy();
ph->SetLogx();
// h1Map[it->first+"o"]->SetMaximum( h1Map[it->first+"t"]->GetMaximum()*1.5 );
// h1Map[it->first+"o"]->Draw();
TH1D* hTmpNoErr = (TH1D*)resetErrors(h1Map[it->first+"o"])->Clone();
hTmpNoErr->SetMaximum( h1Map[it->first+"t"]->GetMaximum()*1.5 );
hTmpNoErr->SetLineStyle(1);
hTmpNoErr->SetLineColor(kBlack);
hTmpNoErr->SetFillColor(kAzure-9);
hTmpNoErr->Draw();
TH1D* hTmpErr = (TH1D*)ShiftLog(h1Map[it->first+"o"],0.2)->Clone();
hTmpErr->SetFillStyle(4000); //will be transparent
hTmpErr->SetFillColor(0);
hTmpErr->DrawCopy("epx0SAMES");
hDY->Draw("SAMES");
h1Map[it->first+"t"]->Draw("epSAMES");
//poissonGraphMap[it->first]->Draw("pSAMES");
if(it->first=="2000")
{
graphDY->Draw("SAMESp");
graphSSM->Draw("SAMESp");
h1Template->Draw("epSAMES");
}
_INFO("");
h1dTlvTmpltMap[it->first]->Draw("SAMESp");
h1dBrandeisTmpltMap[it->first]->Draw("SAMESp");
TLine* chopline = new TLine(0.12805,getYmin(h1Map[it->first+"o"]),0.12805,7.e5);
chopline->SetLineStyle(2);
chopline->SetLineColor(kBlack);
chopline->Draw("SAMES");
ptxt->Draw("SAMES");
legMap[it->first]->Draw("SAMES");
ph->RedrawAxis();
ph->Update();
_INFO("");
pr->cd();
pr->Draw();
pr->SetTicks(1,1);
pr->SetGridy();
pr->SetLogx();
h1rMap[it->first]->Draw("ep");
line->Draw("SAMES");
h1rMap[it->first]->Draw("epSAMES");
legR->Draw("SAMES");
pr->RedrawAxis();
pr->Update();
unsigned int savestate = 1;
if(it->first=="1000") savestate = 0;
else if(it->first=="2000") savestate = 2;
else savestate = 1;
TString testType = (doResiduals) ? "_residuals" : "_ratio";
mutype = (doTruth) ? "_truth" : "_recon";
savemultipdf(it->second, "plots/validation/validation"+mutype+testType+"_"+mctype+"_all.pdf", savestate);
saveas(it->second, "plots/validation/validation"+mutype+testType+"_"+mctype+"_"+it->first);
TCanvas* c = new TCanvas(it->first,"",600,400);
c->cd();
c->Draw();
c->SetTicks(1,1);
c->SetLogy();
c->SetLogx();
hTmpNoErr->Draw();
hTmpErr->DrawCopy("epx0SAMES");
hDY->Draw("SAMES");
h1Map[it->first+"t"]->Draw("epSAMES");
//poissonGraphMap[it->first]->Draw("pSAMES");
if(it->first=="2000")
{
graphDY->Draw("SAMESp");
graphSSM->Draw("SAMESp");
h1Template->Draw("epSAMES");
}
h1dTlvTmpltMap[it->first]->Draw("SAMESp");
h1dBrandeisTmpltMap[it->first]->Draw("SAMESp");
legMap[it->first]->Draw("SAMES");
chopline->Draw("SAMES");
ptxt->Draw("SAMES");
c->RedrawAxis();
c->Update();
saveas(c,"plots/validation/validation_"+it->first+"_"+mutype+testType);
_INFO("done "+(string)it->first);
}
}
void advancedNoiseAnalysis( unsigned int runNumber, unsigned int loop = 1) {
string inputFileName = "./histo/run00" + toString( runNumber ) + "-ped-histo.root";
string outputFileName = "./histo/run00" + toString( runNumber ) + "-adv-noise.root";
// before opening the input and the output files, try to see if they
// are not opened yet and in case close them before continue
TList * listOfOpenedFile = (TList*) gROOT->GetListOfFiles();
for ( int i = 0; i < listOfOpenedFile->GetSize() ; ++i ) {
TFile * file = (TFile*) listOfOpenedFile->At( i ) ;
TString fileName(file->GetName());
TString inputFileName1( inputFileName.c_str() );
TString outputFileName1( outputFileName.c_str() );
if ( ( fileName.Contains( inputFileName1 ) ) ||
( inputFileName1.Contains( fileName ) ) ||
( fileName.Contains( outputFileName1 ) ) ||
( outputFileName1.Contains( fileName ) ) ) {
cout << "Closing " << fileName << " before reopen " << endl;
file->Close();
}
}
// close also all the previously opened canvas
TList * listOfOpenedCanvas = (TList*) gROOT->GetListOfCanvases();
for ( int i = 0 ; i < listOfOpenedCanvas->GetSize() ; ++i ) {
TCanvas * canvas = (TCanvas*) listOfOpenedCanvas->At( i );
TString canvasName2 = canvas->GetName();
if ( canvasName2.Contains( "det" ) ) {
canvas->Close();
}
}
// now safely open the file
TFile * inputFile = TFile::Open( inputFileName.c_str() ) ;
TFile * outputFile = TFile::Open( outputFileName.c_str(), "RECREATE") ;
TList * outputHistoList = new TList;
// look into the inputFile for a folder named
string pedeProcessorFolderName = "PedestalAndNoiseCalculator";
TDirectoryFile * pedeProcessorFolder = (TDirectoryFile*) inputFile->Get( pedeProcessorFolderName.c_str() );
if ( pedeProcessorFolder == 0 ) {
cerr << "No pedestal processor folder found in file " << inputFileName << endl;
return ;
}
// this folder should contain one folder for each loop.
string loopFolderName = "loop-" + toString( loop );
TDirectoryFile * loopFolder = (TDirectoryFile *) pedeProcessorFolder->Get( loopFolderName.c_str() );
if ( loopFolder == 0 ) {
cerr << "No " << loopFolderName << " found in file " << inputFileName << endl;
return ;
}
// guess the number of sensors from the number of subfolder in the loopfolder
size_t nDetector = loopFolder->GetListOfKeys()->GetSize();
cout << "This file contains " << nDetector << " detectors" << endl;
// prepare arrays to store the mean and the rms of the noise distribution
if ( noiseMean == NULL ) {
delete [] noiseMean;
noiseMean = NULL;
}
if ( noiseRMS == NULL ) {
delete [] noiseRMS;
noiseRMS = NULL;
}
if ( channel == NULL ) {
delete [] channel;
channel = NULL;
}
noiseMean = new double[ nDetector * kNChan ];
noiseRMS = new double[ nDetector * kNChan ];
channel = new double[ kNChan ];
string canvasName = "comparison";
string canvasTitle = "Noise comparison";
TCanvas * comparisonCanvas = new TCanvas( canvasName.c_str(), canvasTitle.c_str(), 1000, 500 );
comparisonCanvas->Divide(1,2);
TPad * topPad = (TPad*) comparisonCanvas->cd(1);
topPad->Divide( nDetector );
TPad * middlePad = (TPad *) comparisonCanvas->cd(2);
middlePad->Divide( kNChan );
// for each detector we have to get the noise map and to prepare 4
// separe histos and maps
for ( unsigned int iDetector = 0; iDetector < nDetector; iDetector++ ) {
// get the noise map.
string noiseMapName = "detector-" + toString( iDetector ) ;
noiseMapName += "/NoiseMap-d" + toString( iDetector ) ;
noiseMapName += "-l" + toString( loop ) ;
TH2D * noiseMap = ( TH2D* ) loopFolder->Get( noiseMapName.c_str() );
// create a folder in the output file
TDirectory * subfolder = outputFile->mkdir( string( "detector_" + toString( iDetector ) ).c_str(),
string( "detector_" + toString( iDetector ) ).c_str()
);
subfolder->cd();
string canvasName = "det" + toString( iDetector );
string canvasTitle = "Detector " + toString( iDetector );
TCanvas * canvas = new TCanvas( canvasName.c_str(), canvasTitle.c_str(), 1000, 500 );
canvas->Divide( kNChan, 2 );
// ok now start the loop on channels
for ( size_t iChan = 0 ; iChan < kNChan ; ++iChan ) {
if ( iDetector == 0 ) channel[iChan] = iChan - 0.5;
string tempName = "NoiseMap_d" + toString( iDetector ) + "_l" + toString( loop ) + "_ch" + toString( iChan ) ;
string tempTitle = "NoiseMap Det. " + toString( iDetector ) + " - Ch. " + toString( iChan ) ;
TH2D * noiseMapCh = new TH2D ( tempName.c_str() , tempTitle.c_str(),
kXPixel / kNChan , -0.5 + xLimit[ iChan ] , -0.5 + xLimit[ iChan + 1 ],
kYPixel, -0.5, -0.5 + kYPixel );
noiseMapCh->SetXTitle("X [pixel]");
noiseMapCh->SetYTitle("Y [pixel]");
noiseMapCh->SetZTitle("Noise [ADC]");
noiseMapCh->SetStats( false );
outputHistoList->Add( noiseMapCh ) ;
tempName = "NoiseDist_d" + toString( iDetector ) + "_l" + toString( loop ) + "_ch" + toString( iChan ) ;
tempTitle = "NoiseDist Det. " + toString( iDetector ) + " - Ch. " + toString( iChan ) ;
TH1D * noiseDistCh = new TH1D( tempName.c_str(), tempTitle.c_str(), 50, 0., 10. );
noiseDistCh->SetXTitle("Noise [ADC]");
noiseDistCh->SetLineColor( kColor[iDetector] );
noiseDistCh->SetLineStyle( iChan + 2 );
noiseDistCh->SetLineWidth( 2 );
outputHistoList->Add( noiseDistCh );
// let's start looping on pixels now
for ( size_t yPixel = 1 ; yPixel <= kYPixel ; ++yPixel ) {
for ( size_t xPixel = xLimit[ iChan ] + 1; xPixel <= xLimit[ iChan +1 ] ; ++xPixel ) {
double noise = noiseMap->GetBinContent( xPixel , yPixel );
noiseMapCh->Fill( xPixel - 1 , yPixel - 1, noise );
noiseDistCh->Fill( noise );
}
}
canvas->cd( iChan + 1 ) ;
noiseMapCh->Draw("colz");
canvas->cd( iChan + kNChan + 1 );
noiseDistCh->Draw();
topPad->cd( iDetector + 1 );
if ( iChan == 0 ) {
noiseDistCh->Draw();
} else {
noiseDistCh->Draw("same");
}
middlePad->cd( iChan + 1 );
if ( iDetector == 0 ) {
noiseDistCh->Draw();
} else {
noiseDistCh->Draw("same");
}
noiseMean[ kNChan * iDetector + iChan ] = noiseDistCh->GetMean();
noiseRMS[ kNChan * iDetector + iChan ] = noiseDistCh->GetRMS();
}
canvas->Write();
}
canvasName = "summary";
canvasTitle = "Noise summary";
TCanvas * summaryCanvas = new TCanvas( canvasName.c_str(), canvasTitle.c_str(), 1000, 500 );
summaryCanvas->SetGridx(1);
TLegend * legend = new TLegend(0.5, 4.8, 1.5, 4.3,"","br");;
for ( size_t iDetector = 0 ; iDetector < nDetector ; ++iDetector ) {
TGraphErrors * gr = new TGraphErrors( kNChan, channel, &noiseMean[ iDetector * kNChan ], NULL, &noiseRMS[ iDetector * kNChan ] );
gr->SetName( string( "NoisePerChannel_d" + toString( iDetector )).c_str());
gr->SetTitle(string("Detector " + toString( iDetector )).c_str());
gr->GetXaxis()->SetTitle("Channel #");
gr->GetYaxis()->SetTitle("Noise [ADC]");
gr->GetXaxis()->SetNdivisions( 5 );
gr->GetXaxis()->SetLabelSize( 0 );
gr->SetMarkerStyle( iDetector + 1 );
gr->SetMarkerColor( kColor[iDetector] );
gr->SetLineColor( kColor[iDetector] );
gr->SetLineWidth( 2 );
legend->AddEntry( gr, string("Detector " + toString( iDetector )).c_str(), "LP");
if ( iDetector == 0 ) {
gr->Draw("ALP");
} else {
gr->Draw("LP");
}
}
legend->Draw();
for ( size_t iChan = 0 ; iChan < kNChan ; ++iChan ) {
TPaveLabel * label = new TPaveLabel( iChan - 0.75 , 3.2 , iChan -0.25 , 3, string("Ch " + toString( iChan ) ).c_str());
label->Draw();
}
summaryCanvas->Write();
comparisonCanvas->Write();
outputHistoList->Write();
}
void NuclearModification(
TString particle,
const int nbins,
Double_t xbins[],
Double_t xhbins[],
Double_t exl[],
Double_t exl2[],
Double_t exl0[],
Double_t yPercSigmapPbSystTotHigh[],
Double_t yPercSigmapPbSystTotLow[],
Double_t commonErrorP,
Double_t commonErrorN,
Double_t FFsysterror,
Double_t tagandprobcorrection[],
TCanvas *canvasSigma,
TCanvas *canvasRpA,
int PadNum
){
gROOT->SetStyle("Plain");
gStyle->SetOptTitle(0);
gStyle->SetOptStat(0);
TFile*filePPReference=new TFile(Form("../../../fonll/output%s.root",particle.Data()));
//###TFile*filePPReference=new TFile(Form("../../fonll/output%s.root",particle.Data()));
TGraphAsymmErrors*gaeBplusReference=(TGraphAsymmErrors*)filePPReference->Get(Form("gaeSigmaDecay%s",particle.Data()));
gaeBplusReference->SetName(Form("gae%sReference",particle.Data()));
TFile*filepPb=new TFile(Form("../Results%s/Sigma%s.root",particle.Data(),particle.Data()));
TH1F*hSigmapPbStat=(TH1F*)filepPb->Get("hPtSigma");
TH1F*hPt=(TH1F*)filepPb->Get("hPt");
TH1F*hEff=(TH1F*)filepPb->Get("hEff");
double scalingfactor=1e-6;
double yvalue,xvalue,yerrorhigh,yerrorlow;
for (int i=0;i<nbins;i++){
hSigmapPbStat->SetBinContent(i+1,scalingfactor*hSigmapPbStat->GetBinContent(i+1));
hSigmapPbStat->SetBinError(i+1,scalingfactor*hSigmapPbStat->GetBinError(i+1));
yvalue=-1.;
xvalue=-1.;
yerrorhigh=-1.;
yerrorlow=-1.;
gaeBplusReference->GetPoint(i,xvalue,yvalue);
yerrorhigh=gaeBplusReference->GetEYhigh()[i];
yerrorlow=gaeBplusReference->GetEYlow()[i];
gaeBplusReference->SetPoint(i,xvalue,yvalue*scalingfactor);
gaeBplusReference->SetPointEYhigh(i,yerrorhigh*scalingfactor);
gaeBplusReference->SetPointEYlow(i,yerrorlow*scalingfactor);
}
for (int i=0;i<nbins;i++){
hSigmapPbStat->SetBinContent(i+1,(1./tagandprobcorrection[i])*hSigmapPbStat->GetBinContent(i+1));
hSigmapPbStat->SetBinError(i+1,(1./tagandprobcorrection[i])*hSigmapPbStat->GetBinError(i+1));
}
Double_t yRefPP[nbins]; //value y reference
Double_t xRefPP[nbins]; //value x reference
Double_t yPPsystFONLLhigh[nbins]; //y err syst FONLL high
Double_t yPPsystFONLLlow[nbins]; //y err syst FONLL low
Double_t yPercPPsystFONLLhigh[nbins]; //y percentuale err syst FONLL high
Double_t yPercPPsystFONLLlow[nbins]; //y percentuale err syst FONLL low
Double_t ySigmapPb[nbins]; //value y pPb
Double_t xSigmapPb[nbins]; //value x pPb
Double_t ySigmapPbStat[nbins]; //y err stat pPb
Double_t yPercSigmapPbStat[nbins]; //y err stat pPb
Double_t yFONLL[nbins]; //1
Double_t yRpA[nbins]; //value y RpA
Double_t yRpAStat[nbins]; //y err stat RpA
Double_t yRpAsystFONLLhigh[nbins]; //y err syst FONLL RpA high
Double_t yRpAsystFONLLlow[nbins]; //y err syst FONLL RpA lzow
Double_t yPercRpAsystFONLLhigh[nbins]; //y percentuale err syst FONLL RpA high
Double_t yPercRpAsystFONLLlow[nbins]; //y percentuale err syst FONLL RpA low
Double_t ySigmapPbSystTotHigh[nbins]; //y percentuale err syst pPb TOT
Double_t ySigmapPbSystTotLow[nbins]; //y percentuale err syst pPb TOT
Double_t yPercRpPbSystTotHigh[nbins]; //y percentuale err syst RpPb TOT
Double_t yPercRpPbSystTotLow[nbins]; //y percentuale err syst RpPb TOT
Double_t yRpPbSystTotHigh[nbins]; //y percentuale err syst RpPb TOT
Double_t yRpPbSystTotLow[nbins]; //y percentuale err syst RpPb TOT
double x,y;
for (Int_t i=0;i<nbins;i++) {
gaeBplusReference->GetPoint(i,xRefPP[i],yRefPP[i]);
yPPsystFONLLhigh[i]=gaeBplusReference->GetEYhigh()[i];
yPPsystFONLLlow[i]=gaeBplusReference->GetEYlow()[i];
yPercPPsystFONLLhigh[i]=yPPsystFONLLhigh[i]/yRefPP[i];
yPercPPsystFONLLlow[i]=yPPsystFONLLlow[i]/yRefPP[i];
yPercPPsystFONLLhigh[i]=TMath::Sqrt(yPercPPsystFONLLhigh[i]*yPercPPsystFONLLhigh[i]+FFsysterror*FFsysterror);
yPercPPsystFONLLlow[i]=TMath::Sqrt(yPercPPsystFONLLlow[i]*yPercPPsystFONLLlow[i]+FFsysterror*FFsysterror);
}
for(Int_t i=0;i<nbins;i++) {
ySigmapPb[i]=hSigmapPbStat->GetBinContent(i+1);
ySigmapPbStat[i]=hSigmapPbStat->GetBinError(i+1);
yPercSigmapPbStat[i]=ySigmapPbStat[i]/ySigmapPb[i];
ySigmapPbSystTotHigh[i]=yPercSigmapPbSystTotHigh[i]*ySigmapPb[i];
ySigmapPbSystTotLow[i]=yPercSigmapPbSystTotLow[i]*ySigmapPb[i];
}
for(Int_t i=0;i<nbins;i++) {
yRpA[i]=ySigmapPb[i]/yRefPP[i];
yRpAStat[i]=ySigmapPbStat[i]/yRefPP[i];
yFONLL[i]=yRpA[i];
yPercRpAsystFONLLhigh[i]=(yPercPPsystFONLLlow[i]/(1-yPercPPsystFONLLlow[i]));
yPercRpAsystFONLLlow[i]=(yPercPPsystFONLLhigh[i]/(1+yPercPPsystFONLLhigh[i]));
yRpAsystFONLLhigh[i]=yPercRpAsystFONLLhigh[i]*yRpA[i];
yRpAsystFONLLlow[i]=yPercRpAsystFONLLlow[i]*yRpA[i];
yRpPbSystTotHigh[i]=yPercSigmapPbSystTotHigh[i]*yRpA[i];
yRpPbSystTotLow[i]=yPercSigmapPbSystTotLow[i]*yRpA[i];
std::cout << i << " , " << xbins[i] << " , " << ySigmapPb[i] << " , sta: " << ySigmapPbStat[i] << " , syslow: " << ySigmapPbSystTotLow[i] << " ,syshigh: " << ySigmapPbSystTotHigh[i] << std::endl;
std::cout << "FONLL: " << yRefPP[i] << " - " << yPPsystFONLLlow[i] << " + " << yPPsystFONLLhigh[i] << std::endl;
std::cout << i << " ####### " << xbins[i] << " , " << yRpA[i] << " , sta: " << yRpAStat[i] << " , syslow: " << yRpPbSystTotLow[i] << " ,syshigh: " << yRpPbSystTotHigh[i] << " ,FONLLlow: " << yRpAsystFONLLlow[i] << " , FONLLhigh: " << yRpAsystFONLLhigh[i] << std::endl;
TGraphAsymmErrors *gRpAstat = new TGraphAsymmErrors(nbins,xbins,yRpA,exl0,exl0,yRpAStat,yRpAStat);
TGraphAsymmErrors *gRpAsyst = new TGraphAsymmErrors(nbins,xbins,yRpA,exl,exl,yRpPbSystTotLow,yRpPbSystTotHigh);
TGraphAsymmErrors *gRpAsystFONLL = new TGraphAsymmErrors(nbins,xbins,yFONLL,exl,exl,yRpAsystFONLLlow,yRpAsystFONLLhigh);
}
TGraphAsymmErrors *gSigmasyst = new TGraphAsymmErrors(nbins,xbins,ySigmapPb,exl2,exl2,ySigmapPbSystTotLow,ySigmapPbSystTotHigh);
//###TGraphAsymmErrors *gSigmasyst = new TGraphAsymmErrors(nbins,xbins,ySigmapPb,exl,exl,ySigmapPbSystTotLow,ySigmapPbSystTotHigh);
gSigmasyst->SetTitle("Sigma syst uncertainty from pPb");
gSigmasyst->SetMarkerColor(1);
gSigmasyst->SetLineColor(1);
gSigmasyst->SetLineWidth(1);
gSigmasyst->SetMarkerStyle(21);
gSigmasyst->SetMarkerColor(1);
gSigmasyst->SetFillColor(kYellow-7);//5
gSigmasyst->SetFillStyle(1001);
TGraphAsymmErrors*gSigmasyst2=(TGraphAsymmErrors*)gSigmasyst->Clone();
gSigmasyst2->SetMarkerColor(1);
gSigmasyst2->SetMarkerStyle(25);
gSigmasyst2->SetFillColor(0);
gSigmasyst2->SetFillStyle(0);
gSigmasyst2->SetLineColor(1);//5
gSigmasyst2->SetLineStyle(1);
gSigmasyst2->SetLineWidth(1);
//###TGraphAsymmErrors *gSigmastat = new TGraphAsymmErrors(nbins,xbins,ySigmapPb,exl,exl,ySigmapPbStat,ySigmapPbStat);
TGraphAsymmErrors *gSigmastat = new TGraphAsymmErrors(nbins,xbins,ySigmapPb,exl0,exl0,ySigmapPbStat,ySigmapPbStat);
gSigmastat->SetTitle("Sigma stat uncertainty from pPb");
gSigmastat->SetMarkerColor(1);
gSigmastat->SetLineColor(1);
gSigmastat->SetLineWidth(2);//###
gSigmastat->SetMarkerStyle(21);
gSigmastat->SetMarkerColor(1);
gSigmastat->SetFillColor(0);
gSigmastat->SetFillStyle(0);
gSigmastat->SetFillStyle(0);
Double_t padcorrection;
if (particle=="Bplus") padcorrection=Bp_padratio/Bp_padratio;
else if (particle=="Bzero") padcorrection=Bp_padratio/B0_padratio;
else if (particle=="Bs") padcorrection=Bp_padratio/Bs_padratio;
std::cout << "padcorrection: " << padcorrection << std::endl;
canvasSigma->cd(PadNum);
//canvasSigma->Range(-1.989924,-0.2917772,25.49622,2.212202);
canvasSigma->SetFillColor(0);
canvasSigma->SetBorderMode(0);
canvasSigma->SetBorderSize(2);
//canvasSigma->SetLeftMargin(0.1451613);
//canvasSigma->SetRightMargin(0.05443548);
//canvasSigma->SetTopMargin(0.005);//0.08474576
//canvasSigma->SetBottomMargin(0.1165254);
canvasSigma->SetFrameBorderMode(0);
canvasSigma->SetFrameBorderMode(0);
canvasSigma->SetLogy();
//###TH2F* hempty=new TH2F("hempty","", 10, 0.1, 65., 10., 0.1, 1e3);
TH2F* hempty=new TH2F("hempty","", 10, 0.1, 65., 10., 0.3, 1e3);
hempty->GetXaxis()->SetTitle("p_{T} (GeV/c)");
//if(particle=="Bplus") hempty->GetYaxis()->SetTitle("d#sigma / dp_{T} (B^{+}) (pb GeV^{-1}c)");
//if(particle=="Bzero") hempty->GetYaxis()->SetTitle("d#sigma / dp_{T} (B^{0}) (pb GeV^{-1}c)");
//if(particle=="Bs") hempty->GetYaxis()->SetTitle("d#sigma / dp_{T} (B_{s}) (pb GeV^{-1}c)");
hempty->GetXaxis()->CenterTitle();
hempty->GetYaxis()->CenterTitle();
//###hempty->GetYaxis()->SetTitle("d#sigma / dp_{T}( #mub GeV^{-1}c)");
hempty->GetYaxis()->SetTitle("d#sigma / dp_{T}(#mub/(GeV/c))");
//###hempty->GetXaxis()->SetTitleOffset(1.0);//###1.0
if (particle=="Bplus") hempty->GetXaxis()->SetTitleOffset(0.90);//###1.0
else if (particle=="Bzero") hempty->GetXaxis()->SetTitleOffset(0.90);//###0.80
else if (particle=="Bs") hempty->GetXaxis()->SetTitleOffset(0.90);//###0.85
hempty->GetYaxis()->SetTitleOffset(1.0);//###1.3
hempty->GetXaxis()->SetTitleSize(0.070*padcorrection);//###0.055
hempty->GetYaxis()->SetTitleSize(0.070*padcorrection);//###0.055
hempty->GetXaxis()->SetTitleFont(42);
hempty->GetYaxis()->SetTitleFont(42);
hempty->GetXaxis()->SetLabelFont(42);
hempty->GetYaxis()->SetLabelFont(42);
hempty->GetXaxis()->SetLabelSize(0.060*padcorrection);//###0.055
hempty->GetYaxis()->SetLabelSize(0.060*padcorrection);//###0.055
if (particle=="Bplus") hempty->GetXaxis()->SetLabelOffset(0.005);//###0.005
else if (particle=="Bzero") hempty->GetXaxis()->SetLabelOffset(0.005);//###0.0001
else if (particle=="Bs") hempty->GetXaxis()->SetLabelOffset(0.005);//###0.0005
//###hempty->GetXaxis()->SetLabelOffset(0.005);//###0.005
hempty->SetMaximum(2);
hempty->SetMinimum(0.);
hempty->Draw();
gaeBplusReference->SetMarkerColor(1);
gaeBplusReference->SetMarkerStyle(25);
gaeBplusReference->SetFillColor(kYellow-7);//5
gaeBplusReference->SetFillStyle(1001);
gaeBplusReference->SetLineColor(kAzure-3);
gaeBplusReference->SetLineWidth(1);
gSigmastat->SetMarkerColor(1);
gSigmastat->SetLineColor(1);
gSigmastat->SetLineWidth(2);
gSigmastat->SetMarkerStyle(21);
gSigmastat->SetMarkerColor(1);
// Histogram style
TH1D* hBplusReference = new TH1D("hBplusReference","",nbins,xhbins);
TH1D* hBplusReferenceEYhigh = new TH1D("hBplusReferenceEYhigh","",nbins,xhbins);
TH1D* hBplusReferenceEYlow = new TH1D("hBplusReferenceEYlow","",nbins,xhbins);
for (int i=0;i<nbins;i++){
double xgae,ygae;
gaeBplusReference->GetPoint(i,xgae,ygae);
hBplusReference->SetBinContent(i+1,ygae);
hBplusReferenceEYhigh->SetBinContent(i+1,ygae+gaeBplusReference->GetEYhigh()[i]);
hBplusReferenceEYlow->SetBinContent(i+1,ygae-gaeBplusReference->GetEYlow()[i]);
std::cout << "### FONLL (" << i << ") : " << ygae << " + " << gaeBplusReference->GetEYhigh()[i] << " - " << gaeBplusReference->GetEYlow()[i] << std::endl;
}
//hBplusReference->SetMarkerColor(1);
//hBplusReference->SetMarkerStyle(25);
//hBplusReference->SetFillColor(kYellow-7);//5
//hBplusReference->SetFillStyle(1001);
hBplusReference->SetLineColor(kAzure-3);
hBplusReference->SetLineWidth(2);
hBplusReferenceEYhigh->SetLineColor(kAzure-3);
hBplusReferenceEYhigh->SetLineWidth(2);
hBplusReferenceEYhigh->SetLineStyle(2);
hBplusReferenceEYlow->SetLineColor(kAzure-3);
hBplusReferenceEYlow->SetLineWidth(2);
hBplusReferenceEYlow->SetLineStyle(2);
/*
hBplusReference->Draw("][,same");
hBplusReferenceEYhigh->Draw("][,same");
hBplusReferenceEYlow->Draw("][,same");
*/
/*
gaeBplusReference->Draw("2psame");//2same
TGraphAsymmErrors*gaeBplusReference2=(TGraphAsymmErrors*)gaeBplusReference->Clone();
gaeBplusReference2->SetMarkerColor(1);
gaeBplusReference2->SetMarkerStyle(25);
gaeBplusReference2->SetFillColor(0);
gaeBplusReference2->SetFillStyle(0);
gaeBplusReference2->SetLineColor(kAzure-3);
gaeBplusReference2->SetLineWidth(1);
gaeBplusReference2->Draw("2psame");//2same
*/
//coord. for legend for sigma in the B+ pannel
//###TLegend *legendSigma=new TLegend(0.468298,0.7045614,0.7678185,0.8757895,"");
//###TLegend *legendSigma=new TLegend(0.55,0.63,0.85,0.80,"");
TLegend *legendSigma=new TLegend(0.38,0.67,0.68,0.84,"");
legendSigma->SetBorderSize(0);
legendSigma->SetLineColor(0);
legendSigma->SetFillColor(0);
legendSigma->SetFillStyle(1001);
legendSigma->SetTextFont(42);
legendSigma->SetTextSize(0.060);//###0.045
/*
TBox *c = new TBox(3,1-commonErrorN,7,1+commonErrorP);
c->SetLineColor(5);
c->SetFillColor(5);
c->Draw();
TBox *c2 = c->Clone();
c2->SetLineColor(1);
c2->SetFillStyle(0);
c2->Draw();
*/
//TLegendEntry *ent_SigmapPb=legendSigma->AddEntry(gSigmastat,"pPb","pf");
TLegendEntry *ent_SigmapPb=legendSigma->AddEntry(gSigmasyst,"pPb","pf");
/*
ent_SigmapPb->SetTextFont(42);
ent_SigmapPb->SetLineColor(1);
ent_SigmapPb->SetMarkerColor(1);
ent_SigmapPb->SetFillColor(0);
ent_SigmapPb->SetFillStyle(0);
*/
ent_SigmapPb->SetTextFont(42);
ent_SigmapPb->SetMarkerColor(1);
ent_SigmapPb->SetMarkerStyle(25);
//ent_SigmapPb->SetFillColor(kYellow-7);//5
//ent_SigmapPb->SetFillStyle(1001);
ent_SigmapPb->SetLineColor(1);
ent_SigmapPb->SetLineWidth(0);
ent_SigmapPb->SetLineStyle(0);
/*
TLegendEntry *ent_Sigmapp=legendSigma->AddEntry(gaeBplusReference,"FONLL pp ref.","pf");
ent_Sigmapp->SetTextFont(42);
ent_Sigmapp->SetLineColor(kAzure-3);//5
ent_Sigmapp->SetLineStyle(1);
ent_Sigmapp->SetMarkerColor(1);
ent_Sigmapp->SetMarkerStyle(21);
*/
TLegendEntry *ent_Sigmapp=legendSigma->AddEntry(hBplusReference,"Scaled FONLL pp ref.","l");
ent_Sigmapp->SetTextFont(42);
ent_Sigmapp->SetLineColor(kAzure-3);//5
ent_Sigmapp->SetLineStyle(1);
ent_Sigmapp->SetMarkerColor(1);
ent_Sigmapp->SetMarkerStyle(21);
TLegendEntry *ent_Sigmapperr=legendSigma->AddEntry(hBplusReferenceEYhigh,"FONLL pp ref. uncert.","l");
ent_Sigmapperr->SetTextFont(42);
ent_Sigmapperr->SetLineColor(kAzure-3);//5
ent_Sigmapperr->SetLineStyle(2);
ent_Sigmapperr->SetMarkerColor(1);
ent_Sigmapperr->SetMarkerStyle(21);
//###gSigmasyst->SetFillColor(0);
//###gSigmasyst->SetFillStyle(0);
for (int i=0;i<nbins;i++){
double xgae,ygae;
gSigmastat->GetPoint(i,xgae,ygae);
std::cout << "### cross section (" << i << ") : " << ygae << " stat: " << gSigmastat->GetEYhigh()[i] << " syst: " << gSigmasyst->GetEYhigh()[i] << std::endl;
}
gSigmasyst->Draw("2esame");//###2psame
gSigmasyst2->Draw("2esame");
hBplusReference->Draw("][,same");
hBplusReferenceEYhigh->Draw("][,same");
hBplusReferenceEYlow->Draw("][,same");
gSigmastat->SetFillColor(0);
gSigmastat->Draw("epsame");
/*
TBox *d = new TBox(0.1,1-commonErrorN,4,1+commonErrorP);
d->SetLineColor(1);
d->SetFillColor(0);
d->Draw();
*/
//if(PadNum==0 || PadNum==1){
if(PadNum==3 || PadNum==1 || PadNum==2){
legendSigma->Draw("same");
//TLatex * tlatex1=new TLatex(0.21,0.88801268,"CMS");
TLatex * tlatex1=new TLatex(0.19,0.86,"CMS");
tlatex1->SetNDC();
tlatex1->SetTextColor(1);
tlatex1->SetTextFont(62);//42
tlatex1->SetTextSize(0.07);//0.045
tlatex1->Draw();
/*
TLatex * tlatex12=new TLatex(0.35,0.86,"Preliminary");
tlatex12->SetNDC();
tlatex12->SetTextColor(1);
tlatex12->SetTextFont(52);//42
tlatex12->SetTextSize(0.05);//0.045
tlatex12->Draw();
*/
//TLatex * tlatexlumi=new TLatex(0.471371,0.88801268,"L = 34.8 nb^{-1} (pPb 5.02 TeV)");
//TLatex * tlatexlumi=new TLatex(0.471371,0.88801268,"34.6 nb^{-1} (pPb 5.02 TeV)");
TLatex * tlatexlumi;
//###TLatex * tlatexlumi=new TLatex(0.390,0.950,"34.6 nb^{-1} (pPb 5.02 TeV)");
if (PadNum==1) tlatexlumi = new TLatex(0.41,0.94,"34.6 nb^{-1} (pPb 5.02 TeV)");
else tlatexlumi = new TLatex(0.39,0.94,"34.6 nb^{-1} (pPb 5.02 TeV)");
tlatexlumi->SetNDC();
tlatexlumi->SetTextColor(1);
tlatexlumi->SetTextFont(42);
tlatexlumi->SetTextSize(0.06);//0.045
tlatexlumi->Draw();
}
//if(PadNum==2){
if(PadNum==3 || PadNum==1 || PadNum==2) {
//TLatex * tlatex4=new TLatex(0.60,0.73,"|y_{lab}| < 2.4");
TLatex * tlatex4=new TLatex(0.65,0.50,"|y_{lab}| < 2.4");
tlatex4->SetNDC();
tlatex4->SetTextColor(1);
tlatex4->SetTextFont(42);//42
tlatex4->SetTextSize(0.07);//0.045
tlatex4->Draw();
}
double GloUnc;
double xtl5=0.54;
if(PadNum==1) {GloUnc=Bp_commonErrorP*100;xtl5=0.54;}//###0.57
if(PadNum==2) {GloUnc=B0_commonErrorP*100;xtl5=0.47;}
if(PadNum==3) {GloUnc=Bs_commonErrorP*100;xtl5=0.42;}
xtl5=0.54;
//TLegend *legendSigma=new TLegend(0.55,0.63,0.85,0.80,"");
TLatex * tlatex5=new TLatex(xtl5,0.60,Form("Global uncert. %2.1f%%",GloUnc));
tlatex5->SetNDC();
tlatex5->SetTextColor(1);
tlatex5->SetTextFont(42);//42
tlatex5->SetTextSize(0.05*padcorrection);//0.045
tlatex5->Draw();
//###double xpos=0.8528226;
//###double ypos=0.6849894;
double xpos=0.90;//0.86
double ypos=0.85;//0.86
TString mypar;
if(particle=="Bplus") mypar="B^{+}";
if(particle=="Bzero") mypar="B^{0}";
if(particle=="Bs") mypar="B_{s}^{0}";
double xlgap=0.04;
/*
if(particle=="Bplus") xpos=(0.365816-xlgap)/0.365816;
if(particle=="Bzero") xpos=1-xlgap/(0.673101-0.365816);
if(particle=="Bs") xpos=0.94-xlgap/(1-0.673101);;
*/
TLatex * tlatex3=new TLatex(xpos,ypos,mypar.Data());
tlatex3->SetNDC();
tlatex3->SetTextColor(1);
tlatex3->SetTextFont(42);
tlatex3->SetTextSize(0.07*padcorrection);
tlatex3->Draw();
TGraphAsymmErrors *gRpAstat = new TGraphAsymmErrors(nbins,xbins,yRpA,exl0,exl0,yRpAStat,yRpAStat);
gRpAstat->SetTitle("RpA stat uncertainty from pPb");
gRpAstat->SetMarkerStyle(21);
gRpAstat->SetMarkerColor(1);
gRpAstat->SetLineColor(1);
gRpAstat->SetLineWidth(2);
gRpAstat->SetFillColor(0);
TGraphAsymmErrors *gRpAsyst = new TGraphAsymmErrors(nbins,xbins,yRpA,exl,exl,yRpPbSystTotLow,yRpPbSystTotHigh);
gRpAsyst->SetTitle("RpA syst uncertainty from pPb");
gRpAsyst->SetName("gRpAsyst");
/*
gRpAsyst->SetFillColor(0);
gRpAsyst->SetMarkerSize(0);
gRpAsyst->SetLineColor(1);
gRpAsyst->SetLineWidth(2);
gRpAsyst->SetFillStyle(0);
*/
gRpAsyst->SetFillColor(kYellow-7);//###0
//gRpAsyst->SetMarkerSize(0);
gRpAsyst->SetLineColor(1);
gRpAsyst->SetLineWidth(2);
gRpAsyst->SetFillStyle(1001);
gRpAsyst->SetMarkerStyle(21);
gRpAsyst->SetMarkerColor(1);
TGraphAsymmErrors*gRpAsyst2=(TGraphAsymmErrors*)gRpAsyst->Clone();
gRpAsyst2->SetMarkerColor(1);
gRpAsyst2->SetMarkerStyle(25);
gRpAsyst2->SetFillColor(0);
gRpAsyst2->SetFillStyle(0);
gRpAsyst2->SetLineColor(1);//5
gRpAsyst2->SetLineStyle(1);
gRpAsyst2->SetLineWidth(2);
TGraphAsymmErrors *gRpAsystFONLL = new TGraphAsymmErrors(nbins,xbins,yFONLL,exl,exl,yRpAsystFONLLlow,yRpAsystFONLLhigh);
gRpAsystFONLL->SetTitle("RpA syst uncertainty from FONLL reference");
/*
gRpAsystFONLL->SetFillColor(kYellow-7);//5
gRpAsystFONLL->SetLineColor(kAzure-3);//5
gRpAsystFONLL->SetMarkerColor(4);//kAzure-3);
TGraphAsymmErrors *gRpAsystFONLL2 = (TGraphAsymmErrors*)gRpAsystFONLL->Clone();
gRpAsystFONLL2->SetFillStyle(0);
gRpAsystFONLL2->SetLineColor(kAzure-3);//5
gRpAsystFONLL2->SetMarkerColor(4);//kAzure-3);
*/
gRpAsystFONLL->SetFillColor(0);//5,kYellow-7
gRpAsystFONLL->SetLineColor(kAzure-3);//5
gRpAsystFONLL->SetMarkerColor(4);//kAzure-3);
gRpAsystFONLL->SetLineStyle(1);
gRpAsystFONLL->SetLineWidth(2);
TGraphAsymmErrors*gRpAsystFONLL2=(TGraphAsymmErrors*)gRpAsystFONLL->Clone();
gRpAsystFONLL2->SetMarkerColor(1);
gRpAsystFONLL2->SetMarkerStyle(25);
gRpAsystFONLL2->SetFillColor(0);
gRpAsystFONLL2->SetFillStyle(0);
gRpAsystFONLL2->SetLineColor(kAzure-3);//5
gRpAsystFONLL2->SetLineStyle(1);
gRpAsystFONLL2->SetLineWidth(2);
canvasRpA->cd(PadNum);
//canvasRpA->Range(-1.989924,-0.2917772,25.49622,2.212202);
canvasRpA->SetFillColor(0);
canvasRpA->SetBorderMode(0);
canvasRpA->SetBorderSize(2);
/*
canvasRpA->SetLeftMargin(0.1451613);
canvasRpA->SetRightMargin(0.05443548);
canvasRpA->SetTopMargin(0.08474576);
canvasRpA->SetBottomMargin(0.1165254);
*/
canvasRpA->SetFrameBorderMode(0);
canvasRpA->SetFrameBorderMode(0);
hempty=new TH2F("hempty","",10,0.1, 62. ,30.,0.,3.0);
hempty->GetXaxis()->CenterTitle();
hempty->GetYaxis()->CenterTitle();
hempty->GetXaxis()->SetTitle("p_{T} (GeV/c)");
hempty->GetYaxis()->SetTitle("R^{FONLL}_{pA}");
//###hempty->GetXaxis()->SetTitleOffset(1.0);//###1.3
hempty->GetYaxis()->SetTitleOffset(1.0);//###1.1
hempty->GetXaxis()->SetTitleSize(0.070*padcorrection);//###0.055
hempty->GetYaxis()->SetTitleSize(0.070*padcorrection);//###0.055
hempty->GetXaxis()->SetTitleFont(42);
hempty->GetYaxis()->SetTitleFont(42);
hempty->GetXaxis()->SetLabelFont(42);
hempty->GetYaxis()->SetLabelFont(42);
hempty->GetXaxis()->SetLabelSize(0.060*padcorrection);//###0.055
hempty->GetYaxis()->SetLabelSize(0.060*padcorrection);//###0.055
if (particle=="Bplus") hempty->GetXaxis()->SetTitleOffset(0.90);//###1.0
else if (particle=="Bzero") hempty->GetXaxis()->SetTitleOffset(0.90);//###0.80
else if (particle=="Bs") hempty->GetXaxis()->SetTitleOffset(0.90);//###0.85
if (particle=="Bplus") hempty->GetXaxis()->SetLabelOffset(0.005);//###0.005
else if (particle=="Bzero") hempty->GetXaxis()->SetLabelOffset(0.005);//###0.0001
else if (particle=="Bs") hempty->GetXaxis()->SetLabelOffset(0.005);//###0.0005
//###hempty->SetMaximum(2);
hempty->SetMaximum(3.0);
hempty->SetMinimum(0.);
hempty->Draw();
TLine *l = new TLine(0,1, 65.,1);
l->SetLineStyle(2);
//TLine *line = new TLine(8.740882,1.017445,61,1.008586);
//###TLine *line = new TLine(4.740882,1.017445,61,1.008586);
TLine *line = new TLine(4.740882,1.00,61,1.00);
line->SetLineColor(kRed);//###
line->SetLineStyle(2);
line->SetLineWidth(2);
/*
gRpAsystFONLL->Draw("2same");
gRpAsystFONLL2->Draw("2same");
line->Draw();
gRpAsyst->Draw("2esame");
gRpAstat->Draw("psame");
*/
gRpAstat->SetMarkerStyle(21);
gRpAstat->SetLineColor(1);
gRpAstat->SetMarkerColor(1);
for (int i=0;i<nbins;i++){
double xgae,ygae;
gRpAstat->GetPoint(i,xgae,ygae);
std::cout << "####### RpA (" << i << ") : " << ygae << " stat: " << gRpAstat->GetEYhigh()[i] << " syst: " << gRpAsyst->GetEYhigh()[i] << std::endl;
std::cout << "########### FONLL (" << i << ") : " << " + " << gRpAsystFONLL->GetEYhigh()[i] << " - " << gRpAsystFONLL->GetEYlow()[i] << std:: endl;
}
gRpAsystFONLL->Draw("2same");
gRpAsystFONLL2->Draw("2same");
//###line->Draw();
gRpAsyst->Draw("2esame");
gRpAsyst2->Draw("2esame");
gRpAstat->Draw("psame");
line->Draw();
TBox *a = new TBox(0.1,1-commonErrorN,4,1+commonErrorP);
a->SetLineColor(1);
a->SetFillColor(0);
a->Draw();
std::cout << "%%%%%%% RpA commonError " << " - " << commonErrorN << " + " << commonErrorP << std::endl;
TBox *b = new TBox(0.1,1-commonErrorN,4,1+commonErrorP);
b->SetLineColor(1);
b->SetFillColor(kGray);
b->Draw();
TBox *b2 = (TBox*)b->Clone();
b2->SetLineColor(1);
b2->SetFillStyle(0);
b2->Draw();
TLegend *legendRpA=new TLegend(0.22,0.60,0.51,0.83,"");
legendRpA->SetBorderSize(0);
legendRpA->SetLineColor(0);
legendRpA->SetFillColor(0);
legendRpA->SetFillStyle(1001);
legendRpA->SetTextFont(42);
legendRpA->SetTextSize(0.060);//###0.045
TLegendEntry *ent_RpAstat=legendRpA->AddEntry(gRpAstat,"R^{FONLL}_{pA}","p");
//###TLegendEntry *ent_RpAstat=legendRpA->AddEntry(gRpAstat,"pPb data","pf");
/*
ent_RpAstat->SetTextFont(42);
ent_RpAstat->SetLineColor(2);
ent_RpAstat->SetMarkerColor(2);
*/
ent_RpAstat->SetTextFont(42);
ent_RpAstat->SetMarkerColor(1);
ent_RpAstat->SetMarkerStyle(25);
//ent_RpAstat->SetFillColor(kYellow-7);//5
//ent_RpAstat->SetFillStyle(1001);
ent_RpAstat->SetLineColor(1);
ent_RpAstat->SetLineWidth(2);
ent_RpAstat->SetLineStyle(0);
TLegendEntry *ent_RpAsyst=legendRpA->AddEntry(gRpAsyst,"Syst. pPb data","f");
ent_RpAsyst->SetTextFont(42);
ent_RpAsyst->SetMarkerColor(1);
ent_RpAsyst->SetMarkerStyle(25);
//ent_RpAsyst->SetFillColor(kYellow-7);//5
//ent_RpAsyst->SetFillStyle(1001);
ent_RpAsyst->SetLineColor(1);
ent_RpAsyst->SetLineWidth(2);
ent_RpAsyst->SetLineStyle(0);
TLegendEntry *ent_RpAsystFONLL=legendRpA->AddEntry(gRpAsystFONLL,"Syst. FONLL pp ref.","f");
/*
ent_RpAsystFONLL->SetTextFont(42);
ent_RpAsystFONLL->SetLineColor(kAzure-3);//5
ent_RpAsystFONLL->SetLineStyle(1);
ent_RpAsystFONLL->SetLineWidth(1);
ent_RpAsystFONLL->SetMarkerColor(kYellow-7);//5
*/
ent_RpAsystFONLL->SetTextFont(42);
ent_RpAsystFONLL->SetLineColor(2);//###5
ent_RpAsystFONLL->SetLineStyle(1);
ent_RpAsystFONLL->SetMarkerColor(kYellow-7);//5
TLegendEntry *ent_RpAsystData=legendRpA->AddEntry(b,"Syst. int. lumi + B","f");
/*
ent_RpAsystData->SetTextFont(42);
ent_RpAsystData->SetLineColor(1);
ent_RpAsystData->SetMarkerColor(2);
*/
ent_RpAsystData->SetTextFont(42);
ent_RpAsystData->SetLineColor(2);
ent_RpAsystData->SetMarkerColor(2);
//if(PadNum==1||PadNum==3){
if(PadNum==3 || PadNum==1 || PadNum==2) {
legendRpA->Draw();
//TLatex * tlatex4=new TLatex(0.21,0.88801268,"CMS");
TLatex * tlatex4=new TLatex(0.19,0.85,"CMS");
tlatex4->SetNDC();
tlatex4->SetTextColor(1);
tlatex4->SetTextFont(62);//42
tlatex4->SetTextSize(0.07);//0.045
tlatex4->Draw();
/*
TLatex * tlatex42=new TLatex(0.35,0.86,"Preliminary");
tlatex42->SetNDC();
tlatex42->SetTextColor(1);
tlatex42->SetTextFont(52);//42
tlatex42->SetTextSize(0.05);//0.045
tlatex42->Draw();
*/
//TLatex * tlatex2=new TLatex(0.471371,0.88801268,"L = 34.8 nb^{-1} (pPb 5.02 TeV)");
//TLatex * tlatex2=new TLatex(0.471371,0.88801268,"34.6 nb^{-1} (pPb 5.02 TeV)");
//###TLatex * tlatex2=new TLatex(0.390,0.950,"34.6 nb^{-1} (pPb 5.02 TeV)");
TLatex * tlatex2;
if (PadNum==1) tlatex2 = new TLatex(0.41,0.94,"34.6 nb^{-1} (pPb 5.02 TeV)");
else tlatex2 = new TLatex(0.39,0.94,"34.6 nb^{-1} (pPb 5.02 TeV)");
tlatex2->SetNDC();
tlatex2->SetTextColor(1);
tlatex2->SetTextFont(42);
tlatex2->SetTextSize(0.06);//0.045
tlatex2->Draw();
}
//if(PadNum==2){
if(PadNum==3 || PadNum==1 || PadNum==2) {
TLatex * tlatex4=new TLatex(0.65,0.23,"|y_{lab}| < 2.4");
tlatex4->SetNDC();
tlatex4->SetTextColor(1);
tlatex4->SetTextFont(42);//42
tlatex4->SetTextSize(0.07);//0.045
tlatex4->Draw();
}
tlatex3->Draw();
TFile *fout=new TFile(Form("../Results%s/fileRpA%s.root",particle.Data(),particle.Data()),"recreate");
fout->cd();
gSigmasyst->SetName("gSigmasyst");
gSigmasyst->Write();
gaeBplusReference->Write();
hSigmapPbStat->Write();
}
void makeNice(TString fileName, TString nice = "nicePlot"){
TFile *f = TFile::Open(fileName);
// TFile *f = TFile::Open("out_Parameters_bkg1_3vtx.root");
TGraphErrors * gRgre = (TGraphErrors*)f->Get("gR");
TGraphErrors * gXgre = (TGraphErrors*)f->Get("gX");
TGraphErrors * gYgre = (TGraphErrors*)f->Get("gY");
TGraphErrors * rRgre = (TGraphErrors*)f->Get("rR");
TGraphErrors * rXgre = (TGraphErrors*)f->Get("rX");
TGraphErrors * rYgre = (TGraphErrors*)f->Get("rY");
//=========Macro generated from canvas: c1_n2/c1_n2
//========= (Fri May 27 11:43:08 2011) by ROOT version5.27/06b
TCanvas *c1_n2 = new TCanvas("c1_n2","c1_n2",700,1500);
gStyle->SetOptFit(0);
gStyle->SetOptStat(0);
c1_n2->Range(0,0,1,1);
c1_n2->SetFillColor(0);
c1_n2->SetBorderMode(0);
c1_n2->SetBorderSize(2);
c1_n2->SetTickx(1);
c1_n2->SetTicky(1);
c1_n2->SetLeftMargin(0.13);
c1_n2->SetRightMargin(0.05);
c1_n2->SetTopMargin(0.05);
c1_n2->SetBottomMargin(0.13);
c1_n2->SetFrameFillStyle(0);
c1_n2->SetFrameBorderMode(0);
// ------------>Primitives in pad: c1_n2_1
TPad *c1_n2_1 = new TPad("c1_n2_1", "c1_n2_1",0.01,0.67,0.99,0.99);
c1_n2_1->Draw();
c1_n2_1->cd();
c1_n2_1->Range(-52.68293,-0.03170732,44.87805,0.2121951);
c1_n2_1->SetFillColor(0);
c1_n2_1->SetBorderMode(0);
c1_n2_1->SetBorderSize(2);
c1_n2_1->SetTickx(1);
c1_n2_1->SetTicky(1);
c1_n2_1->SetLeftMargin(0.12);
c1_n2_1->SetRightMargin(0.02);
c1_n2_1->SetTopMargin(0.05);
c1_n2_1->SetBottomMargin(0.2);
c1_n2_1->SetFrameFillStyle(0);
c1_n2_1->SetFrameBorderMode(0);
c1_n2_1->SetFrameFillStyle(0);
c1_n2_1->SetFrameBorderMode(0);
TH1D *PLOTTERX = new TH1D("PLOTTERX","",1,-40,40);
PLOTTERX->SetMinimum(-0.19);
PLOTTERX->SetMaximum(+0.19);
PLOTTERX->SetFillColor(63);
PLOTTERX->SetLineStyle(0);
PLOTTERX->SetMarkerStyle(20);
PLOTTERX->GetXaxis()->SetLabelFont(42);
PLOTTERX->GetXaxis()->SetLabelOffset(0.007);
PLOTTERX->GetXaxis()->SetLabelSize(0.09);
PLOTTERX->GetXaxis()->SetTitleSize(0.1);
PLOTTERX->GetXaxis()->SetTitleOffset(0.9);
PLOTTERX->GetXaxis()->SetTitleFont(42);
PLOTTERX->GetXaxis()->SetTitle("z [cm]");
PLOTTERX->GetYaxis()->SetNdivisions(505);
PLOTTERX->GetYaxis()->SetTitle("x_{0} [cm] ");
PLOTTERX->GetYaxis()->SetLabelFont(42);
PLOTTERX->GetYaxis()->SetLabelOffset(0.007);
PLOTTERX->GetYaxis()->SetLabelSize(0.09);
PLOTTERX->GetYaxis()->SetTitleSize(0.1);
PLOTTERX->GetYaxis()->SetTitleOffset(0.5);
PLOTTERX->GetYaxis()->SetTitleFont(42);
PLOTTERX->GetZaxis()->SetLabelFont(42);
PLOTTERX->GetZaxis()->SetLabelOffset(0.007);
PLOTTERX->GetZaxis()->SetLabelSize(0.05);
PLOTTERX->GetZaxis()->SetTitleSize(0.06);
PLOTTERX->GetZaxis()->SetTitleFont(42);
PLOTTERX->Draw("");
gXgre->SetFillColor(kBlack);
gXgre->SetMarkerStyle(20);
gXgre->SetMarkerColor(kBlack);
gXgre->SetLineColor(kBlack);
gXgre->GetListOfFunctions()->RemoveLast(); //to remove parameters panel...
gXgre->GetListOfFunctions()->RemoveLast(); //...and old fit
gXgre->SetLineWidth(2);
gXgre->Draw("P");
rXgre->SetFillColor(kBlue);
rXgre->SetMarkerStyle(20);
rXgre->SetMarkerColor(kBlue);
rXgre->SetLineColor(kBlue);
rXgre->GetListOfFunctions()->RemoveLast(); //to remove parameters panel...
rXgre->GetListOfFunctions()->RemoveLast(); //...and old fit
rXgre->SetLineWidth(2);
rXgre->Draw("P");
TLatex *CMSPrel = new TLatex(-37.0,PLOTTERX->GetMaximum()-0.025,"CMS Preliminary 2011");
CMSPrel->SetTextSize(0.06);
// CMSPrel->Draw();
c1_n2_1->Modified();
c1_n2->cd();
// ------------>Primitives in pad: c1_n2_2
TPad *c1_n2_2 = new TPad("c1_n2_1", "c1_n2_1",0.01,0.34,0.99,0.66);
// TPad *c1_n2_1 = new TPad("c1_n2_1", "c1_n2_1",0.01,0.01,0.99,0.33);
c1_n2_2->Draw();
c1_n2_2->cd();
c1_n2_2->Range(-52.68293,-0.3317073,44.87805,-0.08780488);
c1_n2_2->SetFillColor(0);
c1_n2_2->SetBorderMode(0);
c1_n2_2->SetBorderSize(2);
c1_n2_2->SetTickx(1);
c1_n2_2->SetTicky(1);
c1_n2_2->SetLeftMargin(0.12);
c1_n2_2->SetRightMargin(0.02);
c1_n2_2->SetTopMargin(0.05);
c1_n2_2->SetBottomMargin(0.2);
c1_n2_2->SetFrameFillStyle(0);
c1_n2_2->SetFrameBorderMode(0);
c1_n2_2->SetFrameFillStyle(0);
c1_n2_2->SetFrameBorderMode(0);
TH1D *PLOTTERY = new TH1D("PLOTTERY","",1,-40,40);
PLOTTERY->SetMinimum(-0.29);
PLOTTERY->SetMaximum(+0.09);
PLOTTERY->SetFillColor(63);
PLOTTERY->SetLineStyle(0);
PLOTTERY->SetMarkerStyle(20);
PLOTTERY->GetXaxis()->SetLabelFont(42);
PLOTTERY->GetXaxis()->SetLabelOffset(0.007);
PLOTTERY->GetXaxis()->SetLabelSize(0.09);
PLOTTERY->GetXaxis()->SetTitleSize(0.1);
PLOTTERY->GetXaxis()->SetTitleFont(42);
PLOTTERY->GetXaxis()->SetTitleOffset(0.9);
PLOTTERY->GetXaxis()->SetTitle("z [cm]");
PLOTTERY->GetYaxis()->SetNdivisions(505);
PLOTTERY->GetYaxis()->SetTitle("y_{0} [cm] ");
PLOTTERY->GetYaxis()->SetLabelFont(42);
PLOTTERY->GetYaxis()->SetLabelOffset(0.007);
PLOTTERY->GetYaxis()->SetLabelSize(0.09);
PLOTTERY->GetYaxis()->SetTitleSize(0.1);
PLOTTERY->GetYaxis()->SetTitleOffset(0.5);
PLOTTERY->GetYaxis()->SetTitleFont(42);
PLOTTERY->GetZaxis()->SetLabelFont(42);
PLOTTERY->GetZaxis()->SetLabelOffset(0.007);
PLOTTERY->GetZaxis()->SetLabelSize(0.05);
PLOTTERY->GetZaxis()->SetTitleSize(0.06);
PLOTTERY->GetZaxis()->SetTitleFont(42);
PLOTTERY->Draw("");
gYgre->SetFillColor(kBlack);
gYgre->SetMarkerStyle(20);
gYgre->SetMarkerColor(kBlack);
gYgre->SetLineColor(kBlack);
gYgre->GetListOfFunctions()->RemoveLast(); //to remove parameters panel...
gYgre->GetListOfFunctions()->RemoveLast(); //...and old fit
gYgre->SetLineWidth(2);
gYgre->Draw("P");
rYgre->SetFillColor(kBlue);
rYgre->SetMarkerStyle(20);
rYgre->SetMarkerColor(kBlue);
rYgre->SetLineColor(kBlue);
rYgre->GetListOfFunctions()->RemoveLast(); //to remove parameters panel...
rYgre->GetListOfFunctions()->RemoveLast(); //...and old fit
rYgre->SetLineWidth(2);
rYgre->Draw("P");
TLatex *CMSPrel = new TLatex(-37.0,PLOTTERY->GetMaximum()-0.025,"CMS Preliminary 2011");
CMSPrel->SetTextSize(0.06);
// CMSPrel->Draw();
c1_n2_2->Modified();
c1_n2->cd();
// ------------>Primitives in pad: c1_n2_2
TPad *c1_n2_3 = new TPad("c1_n2_1", "c1_n2_1",0.01,0.01,0.99,0.33);
// TPad *c1_n2_1 = new TPad("c1_n2_1", "c1_n2_1",0.01,0.01,0.99,0.33);
c1_n2_3->Draw();
c1_n2_3->cd();
c1_n2_3->Range(-52.68293,-0.3317073,44.87805,-0.08780488);
c1_n2_3->SetFillColor(0);
c1_n2_3->SetBorderMode(0);
c1_n2_3->SetBorderSize(2);
c1_n2_3->SetTickx(1);
c1_n2_3->SetTicky(1);
c1_n2_3->SetLeftMargin(0.12);
c1_n2_3->SetRightMargin(0.02);
c1_n2_3->SetTopMargin(0.05);
c1_n2_3->SetBottomMargin(0.2);
c1_n2_3->SetFrameFillStyle(0);
c1_n2_3->SetFrameBorderMode(0);
c1_n2_3->SetFrameFillStyle(0);
c1_n2_3->SetFrameBorderMode(0);
TH1D *PLOTTERR = new TH1D("PLOTTERR","",1,-40,40);
PLOTTERR->SetMinimum(2.87);
PLOTTERR->SetMaximum(2.97);
PLOTTERR->SetFillColor(63);
PLOTTERR->SetLineStyle(0);
PLOTTERR->SetMarkerStyle(20);
PLOTTERR->GetXaxis()->SetLabelFont(42);
PLOTTERR->GetXaxis()->SetLabelOffset(0.007);
PLOTTERR->GetXaxis()->SetLabelSize(0.09);
PLOTTERR->GetXaxis()->SetTitleSize(0.1);
PLOTTERR->GetXaxis()->SetTitleFont(42);
PLOTTERR->GetXaxis()->SetTitleOffset(0.9);
PLOTTERR->GetXaxis()->SetTitle("z [cm]");
PLOTTERR->GetYaxis()->SetNdivisions(505);
PLOTTERR->GetYaxis()->SetTitle("R [cm] ");
PLOTTERR->GetYaxis()->SetLabelFont(42);
PLOTTERR->GetYaxis()->SetLabelOffset(0.007);
PLOTTERR->GetYaxis()->SetLabelSize(0.09);
PLOTTERR->GetYaxis()->SetTitleSize(0.1);
PLOTTERR->GetYaxis()->SetTitleOffset(0.5);
PLOTTERR->GetYaxis()->SetTitleFont(42);
PLOTTERR->GetZaxis()->SetLabelFont(42);
PLOTTERR->GetZaxis()->SetLabelOffset(0.007);
PLOTTERR->GetZaxis()->SetLabelSize(0.05);
PLOTTERR->GetZaxis()->SetTitleSize(0.06);
PLOTTERR->GetZaxis()->SetTitleFont(42);
PLOTTERR->Draw("");
gRgre->SetFillColor(kBlack);
gRgre->SetMarkerStyle(20);
gRgre->SetMarkerColor(kBlack);
gRgre->SetLineColor(kBlack);
gRgre->GetListOfFunctions()->RemoveLast(); //to remove parameters panel...
gRgre->GetListOfFunctions()->RemoveLast(); //...and old fit
gRgre->SetLineWidth(2);
gRgre->Draw("P");
rRgre->SetFillColor(kBlue);
rRgre->SetMarkerStyle(20);
rRgre->SetMarkerColor(kBlue);
rRgre->SetLineColor(kBlue);
rRgre->GetListOfFunctions()->RemoveLast(); //to remove parameters panel...
rRgre->GetListOfFunctions()->RemoveLast(); //...and old fit
rRgre->SetLineWidth(2);
rRgre->Draw("P");
TLatex *CMSPrel = new TLatex(-37.0,PLOTTERR->GetMaximum()-0.025,"CMS Preliminary 2011");
CMSPrel->SetTextSize(0.06);
// CMSPrel->Draw();
c1_n2_3->Modified();
c1_n2->cd();
TF1* fX = new TF1("fX", "[0]+[1]*x", -35, 35);
TF1* fY = new TF1("fY", "[0]+[1]*x", -35, 35);
TF1* fR = new TF1("fR", "[0]+[1]*x", -35, 35);
fX->SetParameter(0, 0.1);
fX->SetParameter(1, -0.0007);
fY->SetParameter(0, -0.2);
fY->SetParameter(1, +0.0007);
fR->SetParameter(0, 2.94);
fR->SetParameter(1, 0.0);
gXgre->Fit(fX);
gYgre->Fit(fY);
gRgre->Fit(fR);
//
c1_n2->cd();
c1_n2->Modified();
c1_n2->cd();
c1_n2->SetSelected(c1_n2);
c1_n2->SaveAs(nice+".png"); //!Serve!!!!
c1_n2->SaveAs(nice+".gif");
c1_n2->SaveAs(nice+".png");
}
TH1D * drawQual(TFile * inf, TCanvas * c, Int_t ic, Float_t ymin, Float_t ymax, Int_t doLog)
{
c->Divide(3,1);
c->cd(1);
if (doLog==1) gPad->SetLogy();
TH1D * hQual_precut_mc = (TH1D*)inf->FindObjectAny(Form("hTrkQual%dPreCut_mc80",ic));
TH1D * hQual_precut_data = (TH1D*)inf->FindObjectAny(Form("hTrkQual%dPreCut_dataj35",ic));
TH1D * hQual_mc = (TH1D*)inf->FindObjectAny(Form("hTrkQual%dPostCut_mc80",ic));
TH1D * hQual_data = (TH1D*)inf->FindObjectAny(Form("hTrkQual%dPostCut_dataj35",ic));
if (!hQual_precut_mc) cout << Form("hTrkQual%dPreCut_mc80 not found",ic) << endl;
if (!hQual_precut_data) cout << Form("hTrkQual%dPreCut_dataj35 not found",ic) << endl;
hQual_precut_mc->Scale(1./hQual_precut_mc->GetEntries());
hQual_precut_data->Scale(1./hQual_precut_data->GetEntries());
hQual_mc->Scale(1./hQual_precut_mc->GetEntries());
hQual_data->Scale(1./hQual_precut_data->GetEntries());
hQual_precut_mc->SetAxisRange(ymin,ymax,"Y");
hQual_precut_mc->SetLineColor(2);
hQual_precut_mc->SetLineStyle(2);
hQual_mc->SetMarkerStyle(kOpenCircle);
hQual_mc->SetMarkerColor(2);
hQual_mc->SetLineColor(2);
hQual_precut_data->SetLineStyle(2);
hQual_precut_mc->Draw("hist");
hQual_precut_data->Draw("same hist");
hQual_mc->Draw("same E");
hQual_data->Draw("same E");
c->cd(2);
gPad->SetLogy();
TH1D * hPPt_precut_mc = inf->FindObjectAny(Form("hPPt_cut%d_mc80",ic-1));
TH1D * hPPt_precut_data = inf->FindObjectAny(Form("hPPt_cut%d_dataj35",ic-1));
TH1D * hPPt_mc = inf->FindObjectAny(Form("hPPt_cut%d_mc80",ic));
TH1D * hPPt_data = inf->FindObjectAny(Form("hPPt_cut%d_dataj35",ic));
hPPt_precut_mc->SetAxisRange(5e-5,2,"Y");
hPPt_precut_mc->SetMarkerColor(2);
hPPt_precut_mc->SetLineColor(2);
hPPt_precut_mc->SetLineStyle(2);
hPPt_precut_data->SetLineStyle(2);
hPPt_mc->SetMarkerStyle(kOpenCircle);
hPPt_mc->SetLineColor(2);
hPPt_mc->SetMarkerColor(2);
hPPt_precut_mc->Draw("hist");
hPPt_precut_data->Draw("samehist");
hPPt_mc->Draw("sameE");
hPPt_data->Draw("sameE");
c->cd(3);
TH1D * hRatMc = hPPt_mc->Clone(Form("%s_rat",hPPt_mc->GetName()));
hRatMc->Divide(hPPt_precut_mc);
TH1D * hRatData = hPPt_data->Clone(Form("%s_rat",hPPt_data->GetName()));
hRatData->Divide(hPPt_precut_data);
hRatMc->SetAxisRange(0,1.1,"Y");
hRatMc->SetMarkerStyle(kOpenCircle);
hRatMc->SetMarkerColor(2);
hRatMc->SetLineColor(2);
hRatMc->SetLineStyle(1);
hRatData->SetLineStyle(1);
hRatMc->SetYTitle("(After Cut)/(Before Cut)");
hRatMc->Draw("E");
hRatData->Draw("sameE");
return hPPt_data;
}
void createDataVsMC(TString folderName,TString histoName,int rebin,double xMin,double xMax,TString xName, TString yName, vector<TString> MCFileNames, vector<TString> MCNames, vector<int> MCColors, vector<bool> AddToBkg,vector<TString> DataFileNames,vector<TString> dataNames,vector<int> dataColors,vector<TString> SystNames,vector<int> SystColors, TCanvas *cCanvas, int padNr, bool UseLog,GlobalParameterSet Parameters) {
// CREATE ALL HISTOGRAMS ========================================================
TString lumi = "";
lumi+=Parameters.intLumi;
if(Parameters.GlobalLog) {
UseLog = true;
}
// SM background histo
TH1D *hSM0=0;
// Create MC histos and add them SM0
vector<TH1D*> MChistos;
bool noneAdded = true;
float eventsMC=0;
if(Parameters.MuPred){
for(unsigned int i =0;i<3;i++) {
TFile* fhh = TFile::Open(MCFileNames[i],"READONLY");
TH1D *hTemp = (TH1D*)fhh->Get(folderName+"/CounterCtrl_tot");
eventsMC += hTemp->GetBinContent(1);
cout << "eventsMC " <<eventsMC<< endl;
//delete hTemp;
// delete fhh;
}
TFile* fdata_test = TFile::Open(DataFileNames[0],"READONLY");
TH1D *hTempddd = (TH1D*)fdata_test->Get(folderName+"/CounterCtrl_tot");
cout << "eventsMC " << eventsMC<< " "<<hTempddd->GetBinContent(1) << endl;
Parameters.intLumi = 100*hTempddd->GetBinContent(1)/eventsMC;
}
// delete fdata_test;
// delete hTempddd;
for(unsigned int i =0;i<MCFileNames.size();i++) {
MChistos.push_back(plot1Dhisto(Parameters.intLumi,TFile::Open(MCFileNames[i],"READONLY"),folderName,histoName,MCColors[i],rebin,xMin,xMax,xName,yName,"MC",true));
if(noneAdded&&AddToBkg[i]) {
hSM0 = (TH1D *) MChistos[i]->Clone();
noneAdded = false;
}
else {
if(AddToBkg[i]) {
hSM0->Add(MChistos[i],1);
}
}
}
hSM0->SetLineColor(2);
// Create Histograms with the different systematics
vector<TH1D*> SystHistos;
if(Parameters.UseSystematics) {
for(unsigned int i=0; i<SystNames.size(); i++) {
noneAdded = true;
for(unsigned int j=0; j<MCFileNames.size(); j++) {
if(AddToBkg[j]) {
TString SystFileName = MCFileNames[j];
SystFileName.Insert(SystFileName.Last('/'),"_"+SystNames[i]);
TFile *SystMCFile = TFile::Open(SystFileName,"READONLY");
TH1D *SystHistoTemp = plot1Dhisto(Parameters.intLumi,SystMCFile,folderName,histoName,SystColors[i],rebin,xMin,xMax,xName,yName,"MC",true);
SystHistoTemp->SetLineStyle(2);
if(noneAdded) {
SystHistos.push_back((TH1D *) SystHistoTemp->Clone());
noneAdded = false;
}
else {
SystHistos.back()->Add(SystHistoTemp,1);
}
}
}
}
}
// Create Histograms for error band
TH1D* hSM0allErrors = (TH1D *) hSM0->Clone();
TH1D* hSM0systErrors = (TH1D *) hSM0->Clone();
if(Parameters.UseSystematics) {
for(int j = hSM0->FindBin(xMin); j<=hSM0->FindBin(xMax); j++) {
double downerror=0;
double uperror=0;
for(unsigned int i=0; i<SystHistos.size(); i++) {
double diff = SystHistos[i]->GetBinContent(j) - hSM0->GetBinContent(j);
if(diff>0)
uperror += diff*diff;
else
downerror += diff*diff;
}
downerror = TMath::Sqrt(downerror);
uperror = TMath::Sqrt(uperror);
double maxerror = TMath::Max(downerror,uperror);
double staterror = hSM0->GetBinError(j);
hSM0systErrors->SetBinError(j,maxerror);
hSM0allErrors->SetBinError(j,TMath::Sqrt(maxerror*maxerror+staterror*staterror));
hSM0systErrors->SetFillColor(5);
hSM0systErrors->SetLineColor(5);
hSM0allErrors->SetLineColor(3);
hSM0allErrors->SetFillColor(3);
}
}
// Create Data Histograms
vector<TH1D *> dataHistos;
for(unsigned int i=0; i<DataFileNames.size();i++) {
dataHistos.push_back(plot1Dhisto(Parameters.intLumi,TFile::Open(DataFileNames[i],"READONLY"),folderName,histoName,dataColors[i],rebin,xMin,xMax,xName,yName,"Data",false));
dataHistos[i]->SetMarkerSize(1.2);
dataHistos[i]->SetMarkerColor(dataColors[i]);
dataHistos[i]->SetMarkerStyle(20);
// remove error manually
if(!Parameters.ShowStatErrorbars){
NoError(dataHistos[i],xMin,xMax);
}
// y-axis range
if (UseLog){
dataHistos[i]->GetYaxis()->SetRangeUser(1.,3.5*(dataHistos[i]->GetBinContent(dataHistos[i]->GetMaximumBin())));
}
else{
float maximum = hSM0->GetMaximum();
if(maximum<dataHistos[i]->GetMaximum())maximum=dataHistos[i]->GetMaximum();
dataHistos[i]->GetYaxis()->SetRangeUser(0.,maximum*1.8);
}
}
cCanvas->SetName(folderName+histoName);
cCanvas->cd(2*padNr+1);
if(UseLog) {
gPad->SetLogy();
}
dataHistos[0]->Draw("P E0");
//DRAW ALL HISTOGRAMS =====================================================
if(Parameters.ShowMCComposition){
for(unsigned int i=1; Parameters.StackMCComposition&&i<MChistos.size();i++) {
MChistos[i]->Add(MChistos[i],MChistos[i-1]);
MChistos[i]->SetFillColor(MCColors[i]);
MChistos[i]->SetLineStyle(1);
MChistos[i]->SetFillStyle(3004);
MChistos[i-1]->SetFillStyle(3004);
MChistos[i-1]->SetFillColor(MCColors[i-1]);
}
for(int i=MChistos.size()-1;i>=0;i--) {
if(Parameters.ShowMCStatErrorbars)
MChistos[i]->Draw("HIST E0 same");
else
MChistos[i]->Draw("HIST same");
}
}
hSM0->SetLineColor(kRed);
if(Parameters.ShowErrorBand) {
hSM0allErrors->Draw("E2 same");
hSM0systErrors->Draw("E2 same");
}
if(!Parameters.ShowMCStatErrorbars&&!Parameters.StackMCComposition)
hSM0->Draw("HIST same");
if(Parameters.ShowSystematicsDetails) {
for(unsigned int i=0; i<SystHistos.size();i++) {
SystHistos[i]->Draw("HIST same");
}
}
for(int i=dataHistos.size()-1;i>=0;i--) {
dataHistos[i]->Draw("P E0 same");
}
if(Parameters.ShowMCStatErrorbars&&!Parameters.StackMCComposition) {
hSM0->Draw("HIST same E0");
}
// Draw Legend
TLegend *lSamples = legendRAW(0.77,0.58,0.95,0.89);
if(!Parameters.StackMCComposition)
lSamples->AddEntry(hSM0,"Total MC","FL");
if(Parameters.ShowErrorBand) {
lSamples->AddEntry(hSM0systErrors,"Systematic Error","FL");
lSamples->AddEntry(hSM0allErrors,"MC Syst. #oplus Stat. Error","FL");
}
for(unsigned int i=0; i<dataHistos.size(); i++) {
lSamples->AddEntry(dataHistos[i],dataNames[i],"PL");
}
for(unsigned int i =0;i<MChistos.size()&&Parameters.ShowMCComposition;i++) {
lSamples->AddEntry(MChistos[i],MCNames[i],"FL");
}
for(unsigned int i =0;i<SystHistos.size()&&Parameters.ShowSystematicsDetails;i++) {
lSamples->AddEntry(SystHistos[i],SystNames[i],"FL");
}
lSamples->Draw("same");
TLatex *lWhichLepton;
if (Parameters.electrons) { lWhichLepton = new TLatex(0.73,0.9,"Electrons"); }
else { lWhichLepton = new TLatex(0.73,0.9,"Muons"); }
lWhichLepton->SetNDC();
lWhichLepton->Draw("same");
TLatex *lPreliminary = new TLatex(0.19,0.96,"CMS Preliminary 2011");
// TLatex *lIntLumi = new TLatex(0.15,0.89,"#scale[0.8]{#int L dt = "+lumi+" pb^{-1}, #sqrt{s} = 7 TeV}");
TLatex *lIntLumi = new TLatex(0.22,0.88,"#scale[1.]{4.7 fb^{-1}, #sqrt{s} = 7 TeV}");
TLatex *lIntLumiB = new TLatex(0.22,0.79,"#scale[1.]{#sqrt{s} = 7 TeV}");
lPreliminary->SetNDC();
lIntLumi->SetNDC();
lIntLumiB->SetNDC();
lPreliminary->Draw("same");
lIntLumi->Draw("same");
gPad->SetFillColor(0);
// lIntLumiB->Draw("same");
// gPad->SetGridx();
// gPad->SetGridy();
// --- create HT and STlep legends
//"ANplots150_NOLPsecondD500" folderNames
TString HT500 = "secondD500";
TString HT750 = "secondD750";
TString HT1000 = "secondD1000";
TString ST150 = "plots150";
TString ST250 = "plots250";
TString ST350 = "plots350";
TString ST450 = "plots450";
TString tmpLegendHT, tmpLegendST;
if (((folderName.SubString(HT500)).Length())>0) { if (Parameters.htBins) { tmpLegendHT = "H_{T}#in[500,750]"; } else { tmpLegendHT = "H_{T}>500";} }
else if (((folderName.SubString(HT750)).Length())>0) { if (Parameters.htBins) { tmpLegendHT = "H_{T}#in[750,1000]"; } else { tmpLegendHT = "H_{T}>750";} }
else if (((folderName.SubString(HT1000)).Length())>0) { if (Parameters.htBins) { tmpLegendHT = "H_{T}>1000"; } else { tmpLegendHT = "H_{T}>1000";} }
else { tmpLegendHT = "error"; }
if (((folderName.SubString(ST150)).Length())>0) { tmpLegendST = "S^{lep}_{T}#in[150,250]"; }
else if (((folderName.SubString(ST250)).Length())>0) { tmpLegendST = "S^{lep}_{T}#in[250,350]"; }
else if (((folderName.SubString(ST350)).Length())>0) { tmpLegendST = "S^{lep}_{T}#in[350,450]"; }
else if (((folderName.SubString(ST450)).Length())>0) { tmpLegendST = "S^{lep}_{T}>450"; }
else { tmpLegendST = "error"; }
TString legendHTandST = tmpLegendHT+" , "+tmpLegendST;
TLatex *lHTandST = new TLatex(0.22,0.8,legendHTandST);
lHTandST->SetNDC();
// lHTandST->Draw("same");
TLatex *lHT = new TLatex(0.22,0.8,tmpLegendHT);
lHT->SetNDC();
lHT->Draw("same");
TLatex *lST = new TLatex(0.22,0.7,tmpLegendST);
lST->SetNDC();
lST->Draw("same");
// DRAW RATIO PLOTS ============================================================================
if (Parameters.ratioplot)
{
vector<TH1D*> hRatio;
for(unsigned int i=0; i<dataHistos.size()&&MChistos.size()>0; i++) {
hRatio.push_back((TH1D*)dataHistos[i]->Clone(""));
hRatio.back()->Divide(dataHistos[i],hSM0);
hRatio.back()->GetYaxis()->SetTitle("Data / MC");
hRatio.back()->GetYaxis()->SetTitleSize(0.16);
hRatio.back()->GetXaxis()->SetTitle("");
hRatio.back()->GetYaxis()->SetNdivisions(409);
hRatio.back()->GetYaxis()->SetRangeUser(0.,2.);
hRatio.back()->SetTitleSize(0.16, "XY");
hRatio.back()->SetTitleOffset(0.5, "Y");
hRatio.back()->SetLabelSize(0.165,"XY");
}
for(unsigned int i=0; Parameters.UseSystematics&&Parameters.ShowSystematicsDetails&&i<SystHistos.size(); i++) {
hRatio.push_back((TH1D*)SystHistos[i]->Clone(""));
hRatio.back()->Divide(SystHistos[i],hSM0);
hRatio.back()->GetYaxis()->SetTitle("Data&Syst/MC");
hRatio.back()->GetYaxis()->SetRangeUser(0.5,1.5);
hRatio.back()->GetXaxis()->SetTitle("");
hRatio.back()->SetTitleSize(0.06, "XY");
hRatio.back()->SetTitleOffset(0.8, "Y");
hRatio.back()->SetLabelSize(0.08,"XY");
NoError(hRatio.back(),xMin,xMax);
}
cCanvas->cd(2*padNr+2);
// TBox *unity = new TBox(xMin-0.1,0.95,xMax+0.15, 1.05); // LP
TBox *unity = new TBox(xMin-0.1,0.95,xMax+0.15, 1.05);
unity->SetLineWidth(2);
//unity.SetLineStyle(Root.kDashed);
unity->SetLineColor(2);
unity->SetFillColor(2);
unity->SetFillStyle(3002);
// unity->Draw();
// gPad->SetGridx();
// gPad->SetGridy();
for(unsigned int i=hRatio.size()-1; i<hRatio.size(); i--) {
if(i==hRatio.size()-1) {
hRatio[i]->Draw();
// unity->Draw("same");
hRatio[i]->Draw("same");
}
else
{
hRatio[i]->GetYaxis()->SetTitleSize(0.055);
hRatio[i]->Draw("same");
}
}
} // ratio stuff close
}
// Plotfunction
TH1D* Plotvariable::plot(Color_t color /*= kBlue*/, Style_t style/* = 1*/, std::string options/* = ""*/) {
clock_t clocktime = clock();
std::stringstream ss;
int randnr = rand() % 100;
ss << savename_ << "_" << clocktime << "_" << randnr;
std::string histid;
histid = ss.str();
/*
static int globalidnr = 0;
std::string histid = "Plotvariablehist_" + std::to_string(globalidnr); //Histogram needs ID => get it from globalidnr and increase globalid
globalidnr += 1;
*/
//Prepare strings so that branch can be read from TTree
std::string str_nbins = std::to_string(nbins_);
std::string str_xlow = std::to_string(xlow_);
std::string str_xup = std::to_string(xup_);
std::string cuts = cuts_;
std::string str_tree2hist = name_ + " >> " +histid+ "(" + str_nbins + "," + str_xlow + "," +str_xup+ ")"; //Add prepared strings together
tree_->Draw(str_tree2hist.c_str(), cuts.c_str(), options.c_str()); //Write Branch from tree
TH1D* htemp; //Edit color and style of histogram
htemp = (TH1D*)tree_->GetHistogram();
std::string histtitel = title_;
htemp->SetTitle(histtitel.c_str());
htemp->SetLineColor(color);
htemp->SetLineStyle(style);
//Edit axis labels
double binwidth = (xup_ - xlow_) / nbins_;
std::ostringstream out; //Set precision of binwidth
out << std::setprecision(2) << binwidth;
std::string str_binwidth = out.str();
std::string xlabel, ylabel;
if(unit_ != "") {
xlabel = xlabel_ + " (" + unit_ + ")";
ylabel = "Events / (" + str_binwidth + " " + unit_ + ")";
}
else {
xlabel = xlabel_;
ylabel = "Events / (" + str_binwidth + ")";
}
htemp -> GetXaxis() -> SetTitle(xlabel.c_str());
htemp -> GetXaxis() -> SetTitleOffset(1.18);
htemp -> GetYaxis() -> SetTitle(ylabel.c_str());
htemp -> GetYaxis() -> SetTitleOffset(1.48);
return htemp;
}
void plotFakeRate_eta(){
TFile *f1= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/DYJetsToLL_M-50_TuneCUETP8M1_13TeV-amcatnloFXFX-pythia8_hadd.root");
TFile *f2= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/QCD_HT100to200_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *f3= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/QCD_HT200to300_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *f4= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/QCD_HT300to500_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *f5= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/QCD_HT500to700_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *f6= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/QCD_HT700to1000_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *f7= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/QCD_HT1000to1500_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *f8= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/QCD_HT1500to2000_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *g1= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/WJetsToLNu_HT-100To200_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *g2= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/WJetsToLNu_HT-200To400_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *g3= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/WJetsToLNu_HT-400To600_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *g4= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/WJetsToLNu_HT-600To800_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *g5= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/WJetsToLNu_HT-800To1200_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *g6= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/WJetsToLNu_HT-1200To2500_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *g7= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/WJetsToLNu_HT-2500ToInf_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *h1= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds/nominal/DoubleMuon_Run2015C_16Dec2015_hadd.root");
TFile *h2= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds/nominal/DoubleMuon_Run2015D_16Dec2015_hadd.root");
TFile *h3= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds/nominal/DoubleEG_Run2015C_16Dec2015_hadd.root");
TFile *h4= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds/nominal/DoubleEG_Run2015D_16Dec2015_hadd.root");
TFile *h5= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/TT_TuneCUETP8M1_13TeV-powheg-pythia8_hadd.root");
/*
NTotalSLPassed = new TH1D("NTotalSLPassed","",3,0,3);
NLooseTightEl = new TH1D("NLooseTightEl","",2,0,2);
NLooseTightMu = new TH1D("NLooseTightMu","",2,0,2);
NLooseEl_Pt = new TH1D("NLooseEl_Pt","",5,ptbins);
NLooseMu_Pt = new TH1D("NLooseMu_Pt","",5,ptbins);
NLooseEl_Eta = new TH1D("NLooseEl_Eta","",4,etabinsEl);
NLooseMu_Eta = new TH1D("NLooseMu_Eta","",4,etabinsMu);
NLooseEl_Eta = new TH1D("NLooseEl_Eta","",5,ptbins,4,etabinsEl);
NLooseMu_Eta = new TH1D("NLooseMu_Eta","",5,ptbins,4,etabinsMu);
NTightEl_Pt = new TH1D("NTightEl_Pt","",5,ptbins);
NTightMu_Pt = new TH1D("NTightMu_Pt","",5,ptbins);
NTightEl_Eta = new TH1D("NTightEl_Eta","",4,etabinsEl);
NTightMu_Eta = new TH1D("NTightMu_Eta","",4,etabinsMu);
NTightEl_Eta = new TH1D("NTightEl_Eta","",5,ptbins,4,etabinsEl);
NTightMu_Eta = new TH1D("NTightMu_Eta","",5,ptbins,4,etabinsMu);
*/
TH1D *NLEl_DY = (TH1D*)f1->Get("NLooseEl_Eta");
TH1D *NLMu_DY = (TH1D*)f1->Get("NLooseMu_Eta");
TH1D *NTEl_DY = (TH1D*)f1->Get("NTightEl_Eta");
TH1D *NTMu_DY = (TH1D*)f1->Get("NTightMu_Eta");
TH1D *NLEl_WJ100 = (TH1D*)g1->Get("NLooseEl_Eta");
TH1D *NLMu_WJ100 = (TH1D*)g1->Get("NLooseMu_Eta");
TH1D *NTEl_WJ100 = (TH1D*)g1->Get("NTightEl_Eta");
TH1D *NTMu_WJ100 = (TH1D*)g1->Get("NTightMu_Eta");
TH1D *NLEl_WJ200 = (TH1D*)g2->Get("NLooseEl_Eta");
TH1D *NLMu_WJ200 = (TH1D*)g2->Get("NLooseMu_Eta");
TH1D *NTEl_WJ200 = (TH1D*)g2->Get("NTightEl_Eta");
TH1D *NTMu_WJ200 = (TH1D*)g2->Get("NTightMu_Eta");
TH1D *NLEl_WJ400 = (TH1D*)g3->Get("NLooseEl_Eta");
TH1D *NLMu_WJ400 = (TH1D*)g3->Get("NLooseMu_Eta");
TH1D *NTEl_WJ400 = (TH1D*)g3->Get("NTightEl_Eta");
TH1D *NTMu_WJ400 = (TH1D*)g3->Get("NTightMu_Eta");
TH1D *NLEl_WJ600 = (TH1D*)g4->Get("NLooseEl_Eta");
TH1D *NLMu_WJ600 = (TH1D*)g4->Get("NLooseMu_Eta");
TH1D *NTEl_WJ600 = (TH1D*)g4->Get("NTightEl_Eta");
TH1D *NTMu_WJ600 = (TH1D*)g4->Get("NTightMu_Eta");
TH1D *NLEl_WJ800 = (TH1D*)g5->Get("NLooseEl_Eta");
TH1D *NLMu_WJ800 = (TH1D*)g5->Get("NLooseMu_Eta");
TH1D *NTEl_WJ800 = (TH1D*)g5->Get("NTightEl_Eta");
TH1D *NTMu_WJ800 = (TH1D*)g5->Get("NTightMu_Eta");
TH1D *NLEl_WJ1200 = (TH1D*)g6->Get("NLooseEl_Eta");
TH1D *NLMu_WJ1200 = (TH1D*)g6->Get("NLooseMu_Eta");
TH1D *NTEl_WJ1200 = (TH1D*)g6->Get("NTightEl_Eta");
TH1D *NTMu_WJ1200 = (TH1D*)g6->Get("NTightMu_Eta");
TH1D *NLEl_WJ2500 = (TH1D*)g7->Get("NLooseEl_Eta");
TH1D *NLMu_WJ2500 = (TH1D*)g7->Get("NLooseMu_Eta");
TH1D *NTEl_WJ2500 = (TH1D*)g7->Get("NTightEl_Eta");
TH1D *NTMu_WJ2500 = (TH1D*)g7->Get("NTightMu_Eta");
TH1D *NLEl_QCD100 = (TH1D*)f2->Get("NLooseEl_Eta");
TH1D *NLMu_QCD100 = (TH1D*)f2->Get("NLooseMu_Eta");
TH1D *NTEl_QCD100 = (TH1D*)f2->Get("NTightEl_Eta");
TH1D *NTMu_QCD100 = (TH1D*)f2->Get("NTightMu_Eta");
TH1D *NLEl_QCD200 = (TH1D*)f3->Get("NLooseEl_Eta");
TH1D *NLMu_QCD200 = (TH1D*)f3->Get("NLooseMu_Eta");
TH1D *NTEl_QCD200 = (TH1D*)f3->Get("NTightEl_Eta");
TH1D *NTMu_QCD200 = (TH1D*)f3->Get("NTightMu_Eta");
TH1D *NLEl_QCD300 = (TH1D*)f4->Get("NLooseEl_Eta");
TH1D *NLMu_QCD300 = (TH1D*)f4->Get("NLooseMu_Eta");
TH1D *NTEl_QCD300 = (TH1D*)f4->Get("NTightEl_Eta");
TH1D *NTMu_QCD300 = (TH1D*)f4->Get("NTightMu_Eta");
TH1D *NLEl_QCD500 = (TH1D*)f5->Get("NLooseEl_Eta");
TH1D *NLMu_QCD500 = (TH1D*)f5->Get("NLooseMu_Eta");
TH1D *NTEl_QCD500 = (TH1D*)f5->Get("NTightEl_Eta");
TH1D *NTMu_QCD500 = (TH1D*)f5->Get("NTightMu_Eta");
TH1D *NLEl_QCD700 = (TH1D*)f6->Get("NLooseEl_Eta");
TH1D *NLMu_QCD700 = (TH1D*)f6->Get("NLooseMu_Eta");
TH1D *NTEl_QCD700 = (TH1D*)f6->Get("NTightEl_Eta");
TH1D *NTMu_QCD700 = (TH1D*)f6->Get("NTightMu_Eta");
TH1D *NLEl_QCD1000 = (TH1D*)f7->Get("NLooseEl_Eta");
TH1D *NLMu_QCD1000 = (TH1D*)f7->Get("NLooseMu_Eta");
TH1D *NTEl_QCD1000 = (TH1D*)f7->Get("NTightEl_Eta");
TH1D *NTMu_QCD1000 = (TH1D*)f7->Get("NTightMu_Eta");
TH1D *NLEl_QCD1500 = (TH1D*)f8->Get("NLooseEl_Eta");
TH1D *NLMu_QCD1500 = (TH1D*)f8->Get("NLooseMu_Eta");
TH1D *NTEl_QCD1500 = (TH1D*)f8->Get("NTightEl_Eta");
TH1D *NTMu_QCD1500 = (TH1D*)f8->Get("NTightMu_Eta");
TH1D *NLEl_DMC = (TH1D*)h1->Get("NLooseEl_Eta");
TH1D *NLMu_DMC = (TH1D*)h1->Get("NLooseMu_Eta");
TH1D *NTEl_DMC = (TH1D*)h1->Get("NTightEl_Eta");
TH1D *NTMu_DMC = (TH1D*)h1->Get("NTightMu_Eta");
TH1D *NLEl_DMD = (TH1D*)h2->Get("NLooseEl_Eta");
TH1D *NLMu_DMD = (TH1D*)h2->Get("NLooseMu_Eta");
TH1D *NTEl_DMD = (TH1D*)h2->Get("NTightEl_Eta");
TH1D *NTMu_DMD = (TH1D*)h2->Get("NTightMu_Eta");
TH1D *NLEl_DEC = (TH1D*)h3->Get("NLooseEl_Eta");
TH1D *NLMu_DEC = (TH1D*)h3->Get("NLooseMu_Eta");
TH1D *NTEl_DEC = (TH1D*)h3->Get("NTightEl_Eta");
TH1D *NTMu_DEC = (TH1D*)h3->Get("NTightMu_Eta");
TH1D *NLEl_DED = (TH1D*)h4->Get("NLooseEl_Eta");
TH1D *NLMu_DED = (TH1D*)h4->Get("NLooseMu_Eta");
TH1D *NTEl_DED = (TH1D*)h4->Get("NTightEl_Eta");
TH1D *NTMu_DED = (TH1D*)h4->Get("NTightMu_Eta");
TH1D *NLEl_TT = (TH1D*)h5->Get("NLooseEl_Eta");
TH1D *NLMu_TT = (TH1D*)h5->Get("NLooseMu_Eta");
TH1D *NTEl_TT = (TH1D*)h5->Get("NTightEl_Eta");
TH1D *NTMu_TT = (TH1D*)h5->Get("NTightMu_Eta");
double scale_WJ100 = 201.4*1345.0*1.21/10205377.;
double scale_WJ200 = 201.4*359.7*1.21/4949568.;
double scale_WJ400 = 201.4*48.91*1.21/1943664.;
double scale_WJ600 = 201.4*12.05*1.21/3767766.;
double scale_WJ800 = 201.4*5.501*1.21/1568277.;
double scale_WJ1200 = 201.4*1.329*1.21/246239.;
double scale_WJ2500 = 201.4*0.03216*1.21/251982.;
double scale_QCD100 = 201.4*27990000.0/82095800.;
double scale_QCD200 = 201.4*1712000.0/18784379.;
double scale_QCD300 = 201.4*347700.0/16909004.;
double scale_QCD500 = 201.4*32100.0/19665695.;
double scale_QCD700 = 201.4*6831.0/15547962.;
double scale_QCD1000 = 201.4*1207.0/5049267.;
double scale_QCD1500 = 201.4*119.9/3939077.;
double scale_DY = 201.4*6025.2/81236727.;
double scale_TT = 201.4*831.76/97994442;
double ElCoeff = 46.8/201.4;
NTEl_WJ100->Scale(ElCoeff*scale_WJ100); NTMu_WJ100->Scale(scale_WJ100);
NTEl_WJ200->Scale(ElCoeff*scale_WJ200); NTMu_WJ200->Scale(scale_WJ200);
NTEl_WJ400->Scale(ElCoeff*scale_WJ400); NTMu_WJ400->Scale(scale_WJ400);
NTEl_WJ600->Scale(ElCoeff*scale_WJ600); NTMu_WJ600->Scale(scale_WJ600);
NTEl_WJ800->Scale(ElCoeff*scale_WJ800); NTMu_WJ800->Scale(scale_WJ800);
NTEl_WJ1200->Scale(ElCoeff*scale_WJ1200); NTMu_WJ1200->Scale(scale_WJ1200);
NTEl_WJ2500->Scale(ElCoeff*scale_WJ2500); NTMu_WJ2500->Scale(scale_WJ2500);
NLEl_WJ100->Scale(ElCoeff*scale_WJ100); NLMu_WJ100->Scale(scale_WJ100);
NLEl_WJ200->Scale(ElCoeff*scale_WJ200); NLMu_WJ200->Scale(scale_WJ200);
NLEl_WJ400->Scale(ElCoeff*scale_WJ400); NLMu_WJ400->Scale(scale_WJ400);
NLEl_WJ600->Scale(ElCoeff*scale_WJ600); NLMu_WJ600->Scale(scale_WJ600);
NLEl_WJ800->Scale(ElCoeff*scale_WJ800); NLMu_WJ800->Scale(scale_WJ800);
NLEl_WJ1200->Scale(ElCoeff*scale_WJ1200); NLMu_WJ1200->Scale(scale_WJ1200);
NLEl_WJ2500->Scale(ElCoeff*scale_WJ2500); NLMu_WJ2500->Scale(scale_WJ2500);
NTEl_QCD100->Scale(ElCoeff*scale_QCD100); NTMu_QCD100->Scale(scale_QCD100);
NTEl_QCD200->Scale(ElCoeff*scale_QCD200); NTMu_QCD200->Scale(scale_QCD200);
NTEl_QCD300->Scale(ElCoeff*scale_QCD300); NTMu_QCD300->Scale(scale_QCD300);
NTEl_QCD500->Scale(ElCoeff*scale_QCD500); NTMu_QCD500->Scale(scale_QCD500);
NTEl_QCD700->Scale(ElCoeff*scale_QCD700); NTMu_QCD700->Scale(scale_QCD700);
NTEl_QCD1000->Scale(ElCoeff*scale_QCD1000); NTMu_QCD1000->Scale(scale_QCD1000);
NTEl_QCD1500->Scale(ElCoeff*scale_QCD1500); NTMu_QCD1500->Scale(scale_QCD1500);
NLEl_QCD100->Scale(ElCoeff*scale_QCD100); NLMu_QCD100->Scale(scale_QCD100);
NLEl_QCD200->Scale(ElCoeff*scale_QCD200); NLMu_QCD200->Scale(scale_QCD200);
NLEl_QCD300->Scale(ElCoeff*scale_QCD300); NLMu_QCD300->Scale(scale_QCD300);
NLEl_QCD500->Scale(ElCoeff*scale_QCD500); NLMu_QCD500->Scale(scale_QCD500);
NLEl_QCD700->Scale(ElCoeff*scale_QCD700); NLMu_QCD700->Scale(scale_QCD700);
NLEl_QCD1000->Scale(ElCoeff*scale_QCD1000); NLMu_QCD1000->Scale(scale_QCD1000);
NLEl_QCD1500->Scale(ElCoeff*scale_QCD1500); NLMu_QCD1500->Scale(scale_QCD1500);
NTEl_DY->Scale(ElCoeff*scale_DY); NTEl_TT->Scale(ElCoeff*scale_TT);
NLEl_DY->Scale(ElCoeff*scale_DY); NLEl_TT->Scale(ElCoeff*scale_TT);
NTMu_DY->Scale(scale_DY); NTMu_TT->Scale(scale_TT);
NLMu_DY->Scale(scale_DY); NLMu_TT->Scale(scale_TT);
NTEl_WJ100->Add(NTEl_WJ200); NTMu_WJ100->Add(NTMu_WJ200);
NTEl_WJ100->Add(NTEl_WJ400); NTMu_WJ100->Add(NTMu_WJ400);
NTEl_WJ100->Add(NTEl_WJ600); NTMu_WJ100->Add(NTMu_WJ600);
NTEl_WJ100->Add(NTEl_WJ800); NTMu_WJ100->Add(NTMu_WJ800);
NTEl_WJ100->Add(NTEl_WJ1200); NTMu_WJ100->Add(NTMu_WJ1200);
NTEl_WJ100->Add(NTEl_WJ2500); NTMu_WJ100->Add(NTMu_WJ2500);
NLEl_WJ100->Add(NLEl_WJ200); NLMu_WJ100->Add(NLMu_WJ200);
NLEl_WJ100->Add(NLEl_WJ400); NLMu_WJ100->Add(NLMu_WJ400);
NLEl_WJ100->Add(NLEl_WJ600); NLMu_WJ100->Add(NLMu_WJ600);
NLEl_WJ100->Add(NLEl_WJ800); NLMu_WJ100->Add(NLMu_WJ800);
NLEl_WJ100->Add(NLEl_WJ1200); NLMu_WJ100->Add(NLMu_WJ1200);
NLEl_WJ100->Add(NLEl_WJ2500); NLMu_WJ100->Add(NLMu_WJ2500);
NTEl_QCD100->Add(NTEl_QCD200); NTMu_QCD100->Add(NTMu_QCD200);
NTEl_QCD100->Add(NTEl_QCD300); NTMu_QCD100->Add(NTMu_QCD300);
NTEl_QCD100->Add(NTEl_QCD500); NTMu_QCD100->Add(NTMu_QCD500);
NTEl_QCD100->Add(NTEl_QCD700); NTMu_QCD100->Add(NTMu_QCD700);
NTEl_QCD100->Add(NTEl_QCD1000); NTMu_QCD100->Add(NTMu_QCD1000);
NTEl_QCD100->Add(NTEl_QCD1500); NTMu_QCD100->Add(NTMu_QCD1500);
NLEl_QCD100->Add(NLEl_QCD200); NLMu_QCD100->Add(NLMu_QCD200);
NLEl_QCD100->Add(NLEl_QCD300); NLMu_QCD100->Add(NLMu_QCD300);
NLEl_QCD100->Add(NLEl_QCD500); NLMu_QCD100->Add(NLMu_QCD500);
NLEl_QCD100->Add(NLEl_QCD700); NLMu_QCD100->Add(NLMu_QCD700);
NLEl_QCD100->Add(NLEl_QCD1000); NLMu_QCD100->Add(NLMu_QCD1000);
NLEl_QCD100->Add(NLEl_QCD1500); NLMu_QCD100->Add(NLMu_QCD1500);
NTEl_DEC->Add(NTEl_DED); NTMu_DEC->Add(NTMu_DED);
NTEl_DEC->Add(NTEl_DMC); NTMu_DEC->Add(NTMu_DMC);
NTEl_DEC->Add(NTEl_DMD); NTMu_DEC->Add(NTMu_DMD);
NLEl_DEC->Add(NLEl_DED); NLMu_DEC->Add(NLMu_DED);
NLEl_DEC->Add(NLEl_DMC); NLMu_DEC->Add(NLMu_DMC);
NLEl_DEC->Add(NLEl_DMD); NLMu_DEC->Add(NLMu_DMD);
TH1D *NREl_WJ100 = (TH1D*)NTEl_WJ100->Clone("NREl_WJ100");
TH1D *NRMu_WJ100 = (TH1D*)NTMu_WJ100->Clone("NRMu_WJ100");
TH1D *NREl_QCD100 = (TH1D*)NTEl_QCD100->Clone("NREl_QCD100");
TH1D *NRMu_QCD100 = (TH1D*)NTMu_QCD100->Clone("NRMu_QCD100");
TH1D *NREl_DY = (TH1D*)NTEl_DY->Clone("NREl_DY");
TH1D *NRMu_DY = (TH1D*)NTMu_DY->Clone("NRMu_DY");
TH1D *NREl_TT = (TH1D*)NTEl_TT->Clone("NREl_TT");
TH1D *NRMu_TT = (TH1D*)NTMu_TT->Clone("NRMu_TT");
TH1D *NREl_DEC = (TH1D*)NTEl_DEC->Clone("NREl_DEC");
TH1D *NRMu_DEC = (TH1D*)NTMu_DEC->Clone("NRMu_DEC");
NREl_WJ100->Divide(NLEl_WJ100); NRMu_WJ100->Divide(NLMu_WJ100);
NREl_QCD100->Divide(NLEl_QCD100); NRMu_QCD100->Divide(NLMu_QCD100);
NREl_DY->Divide(NLEl_DY); NRMu_DY->Divide(NLMu_DY);
NREl_TT->Divide(NLEl_TT); NRMu_TT->Divide(NLMu_TT);
NREl_DEC->Divide(NLEl_DEC); NRMu_DEC->Divide(NLMu_DEC);
TCanvas *c1 = new TCanvas("c1","c1",800,600);
gStyle->SetPalette(1);
NREl_WJ100->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_WJets_El_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_WJets_El_Eta.png");
NRMu_WJ100->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_WJets_Mu_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_WJets_Mu_Eta.png");
NREl_QCD100->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_QCD_El_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_QCD_El_Eta.png");
NRMu_QCD100->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_QCD_Mu_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_QCD_Mu_Eta.png");
NREl_DY->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_DY_El_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_DY_El_Eta.png");
NRMu_DY->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_DY_Mu_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_DY_Mu_Eta.png");
NREl_TT->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_TT_El_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_TT_El_Eta.png");
NRMu_TT->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_TT_Mu_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_TT_Mu_Eta.png");
NREl_DEC->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_Data_El_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_Data_El_Eta.png");
NRMu_DEC->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_Data_Mu_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_Data_Mu_Eta.png");
TH1D *newtightEl = (TH1D*)NTEl_DEC->Clone("newtightEl");
TH1D *newlooseEl = (TH1D*)NLEl_DEC->Clone("newlooseEl");
newtightEl->Add(NTEl_WJ100,-1);
newtightEl->Add(NTEl_DY,-1);
newtightEl->Add(NTEl_TT,-1);
// newlooseEl->Add(NLEl_WJ100,-1);
// newlooseEl->Add(NLEl_DY,-1);
// newlooseEl->Add(NLEl_TT,-1);
TH1D *newratioEl = (TH1D*)newtightEl->Clone("newratioEl");
newratioEl->Divide(newlooseEl);
TH1D *newtightMu = (TH1D*)NTMu_DEC->Clone("newtightMu");
TH1D *newlooseMu = (TH1D*)NLMu_DEC->Clone("newlooseMu");
newtightMu->Add(NTMu_WJ100,-1);
newtightMu->Add(NTMu_DY,-1);
newtightMu->Add(NTMu_TT,-1);
// newlooseMu->Add(NLMu_WJ100,-1);
// newlooseMu->Add(NLMu_DY,-1);
// newlooseMu->Add(NLMu_TT,-1);
TH1D *newratioMu = (TH1D*)newtightMu->Clone("newratioMu");
newratioMu->Divide(newlooseMu);
TH1D *ratio_QCDdata_el = (TH1D*)newratioEl->Clone("ratio_QCDdata_el");
ratio_QCDdata_el->Divide(NREl_QCD100);
TH1D *ratio_QCDdata_mu = (TH1D*)newratioMu->Clone("ratio_QCDdata_mu");
ratio_QCDdata_mu->Divide(NRMu_QCD100);
newratioEl->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_Data_subtr_El_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_Data_subtr_El_Eta.png");
newratioMu->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_Data_subtr_Mu_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_Data_subtr_Mu_Eta.png");
ratio_QCDdata_el->Draw();
c1->SaveAs("FakeRatePlots/FakeRate_ratio_QCDData_subtr_El_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_ratio_QCDData_subtr_El_Eta.png");
ratio_QCDdata_mu->Draw();
c1->SaveAs("FakeRatePlots/FakeRate_ratio_QCDData_subtr_Mu_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_ratio_QCDData_subtr_Mu_Eta.png");
NREl_TT->GetYaxis()->SetRangeUser(0,1);
NREl_TT->SetLineColor(kBlue);
NREl_WJ100->SetLineColor(kGreen);
NREl_DY->SetLineColor(kViolet);
NREl_QCD100->SetLineColor(kRed);
NREl_DEC->SetLineColor(kBlack);
newratioEl->SetLineColor(kBlack);
newratioEl->SetLineStyle(5);
leg_El = new TLegend(0.9-0.38,0.1+0.5,0.9,0.1+0.2+0.5);
leg_El->AddEntry(NREl_TT,"top","lep");
leg_El->AddEntry(NREl_WJ100,"W","lep");
leg_El->AddEntry(NREl_DY,"DY","lep");
leg_El->AddEntry(NREl_QCD100,"QCD","lep");
leg_El->AddEntry(NREl_DEC,"Data","lep");
leg_El->AddEntry(newratioEl,"Data (subtracted)","lep");
NREl_TT->Draw();
NREl_WJ100->Draw("same");
NREl_DY->Draw("same");
NREl_QCD100->Draw("same");
NREl_DEC->Draw("same");
newratioEl->Draw("same");
leg_El->Draw("same");
c1->SaveAs("FakeRatePlots/FakeRate_All_El_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_All_El_Eta.png");
NRMu_TT->GetYaxis()->SetRangeUser(0,1);
NRMu_TT->SetLineColor(kBlue);
NRMu_WJ100->SetLineColor(kGreen);
NRMu_DY->SetLineColor(kViolet);
NRMu_QCD100->SetLineColor(kRed);
NRMu_DEC->SetLineColor(kBlack);
newratioMu->SetLineColor(kBlack);
newratioMu->SetLineStyle(5);
leg_Mu = new TLegend(0.9-0.38,0.1,0.9,0.1+0.2);
leg_Mu->AddEntry(NREl_TT,"top","lep");
leg_Mu->AddEntry(NREl_WJ100,"W","lep");
leg_Mu->AddEntry(NREl_DY,"DY","lep");
leg_Mu->AddEntry(NREl_QCD100,"QCD","lep");
leg_Mu->AddEntry(NREl_DEC,"Data","lep");
leg_Mu->AddEntry(newratioEl,"Data (subtracted)","lep");
NRMu_TT->Draw();
NRMu_WJ100->Draw("same");
NRMu_DY->Draw("same");
NRMu_QCD100->Draw("same");
NRMu_DEC->Draw("same");
newratioMu->Draw("same");
leg_Mu->Draw("same");
c1->SaveAs("FakeRatePlots/FakeRate_All_Mu_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_All_Mu_Eta.png");
for(int i = 1; i < NREl_WJ100->GetNbinsX()+1; i++){
for(int j = 1; j < NREl_WJ100->GetNbinsY()+1; j++){
cout << "---------------------------------------------------------------" << endl;
cout << "Pt = " << NREl_WJ100->GetXaxis()->GetBinLowEdge(i) << " - "
<< NREl_WJ100->GetXaxis()->GetBinLowEdge(i+1) << ", Eta = "
<< NREl_WJ100->GetYaxis()->GetBinLowEdge(j) << " - "
<< NREl_WJ100->GetYaxis()->GetBinLowEdge(j+1) << endl;
cout << "WJets El: FR = " << NREl_WJ100->GetBinContent(i,j) << " +/- "
<< NREl_WJ100->GetBinError(i,j) << ", NT = " << NTEl_WJ100->GetBinContent(i,j)
<< ", NL = " << NLEl_WJ100->GetBinContent(i,j) << endl;
cout << "DY El: FR = " << NREl_DY->GetBinContent(i,j) << " +/- " << NREl_DY->GetBinError(i,j)
<< ", NT = " << NTEl_DY->GetBinContent(i,j)
<< ", NL = " << NLEl_DY->GetBinContent(i,j)<< endl;
cout << "TT El: FR = " << NREl_TT->GetBinContent(i,j) << " +/- " << NREl_TT->GetBinError(i,j)
<< ", NT = " << NTEl_TT->GetBinContent(i,j)
<< ", NL = " << NLEl_TT->GetBinContent(i,j)<< endl;
cout << "QCD El: FR = "
<< NREl_QCD100->GetBinContent(i,j) << " +/- " << NREl_QCD100->GetBinError(i,j)
<< ", NT = " << NTEl_QCD100->GetBinContent(i,j)
<< ", NL = " << NLEl_QCD100->GetBinContent(i,j)<< endl;
cout << "Data El: FR = "
<< NREl_DEC->GetBinContent(i,j) << " +/- " << NREl_DEC->GetBinError(i,j)
<< ", NT = " << NTEl_DEC->GetBinContent(i,j)
<< ", NL = " << NLEl_DEC->GetBinContent(i,j)<< endl;
cout << "Data El W/Z/T subtracted: FR = " << newratioEl->GetBinContent(i,j) << " +/- " << newratioEl->GetBinError(i,j)
<< ", NT = " << newtightEl->GetBinContent(i,j) << ", NL = " << newlooseEl->GetBinContent(i,j) << endl;
}
}
for(int i = 1; i < NRMu_WJ100->GetNbinsX()+1; i++){
for(int j = 1; j < NRMu_WJ100->GetNbinsY()+1; j++){
cout << "---------------------------------------------------------------" << endl;
cout << "Pt = " << NRMu_WJ100->GetXaxis()->GetBinLowEdge(i) << " - "
<< NRMu_WJ100->GetXaxis()->GetBinLowEdge(i+1) << ", Eta = "
<< NRMu_WJ100->GetYaxis()->GetBinLowEdge(j) << " - "
<< NRMu_WJ100->GetYaxis()->GetBinLowEdge(j+1) << endl;
cout << "WJets Mu: FR = " << NRMu_WJ100->GetBinContent(i,j) << " +/- "
<< NRMu_WJ100->GetBinError(i,j) << ", NT = " << NTMu_WJ100->GetBinContent(i,j)
<< ", NL = " << NLMu_WJ100->GetBinContent(i,j) << endl;
cout << "DY Mu: FR = " << NRMu_DY->GetBinContent(i,j) << " +/- " << NRMu_DY->GetBinError(i,j)
<< ", NT = " << NTMu_DY->GetBinContent(i,j)
<< ", NL = " << NLMu_DY->GetBinContent(i,j)<< endl;
cout << "TT Mu: FR = " << NRMu_TT->GetBinContent(i,j) << " +/- " << NRMu_TT->GetBinError(i,j)
<< ", NT = " << NTMu_TT->GetBinContent(i,j)
<< ", NL = " << NLMu_TT->GetBinContent(i,j)<< endl;
cout << "QCD Mu: FR = "
<< NRMu_QCD100->GetBinContent(i,j) << " +/- " << NRMu_QCD100->GetBinError(i,j)
<< ", NT = " << NTMu_QCD100->GetBinContent(i,j)
<< ", NL = " << NLMu_QCD100->GetBinContent(i,j)<< endl;
cout << "Data Mu: FR = "
<< NRMu_DEC->GetBinContent(i,j) << " +/- " << NRMu_DEC->GetBinError(i,j)
<< ", NT = " << NTMu_DEC->GetBinContent(i,j)
<< ", NL = " << NLMu_DEC->GetBinContent(i,j)<< endl;
cout << "Data Mu W/Z/T subtracted: FR = " << newratioMu->GetBinContent(i,j) << " +/- " << newratioMu->GetBinError(i,j)
<< ", NT = " << newtightMu->GetBinContent(i,j) << ", NL = " << newlooseMu->GetBinContent(i,j) << endl;
}
}
cout << "DONE" << endl;
}
void compIsol(int varnum)
{
TString varname, vartitle;
if(varnum==1) {
varname="hHEIsoPt";
vartitle="H/E Isolation";
}
if(varnum==2) {
varname="hHcalIsoPt";
vartitle="HCAL Isolation";
}
if(varnum==3) {
varname="hEcalIsoPt";
vartitle="ECAL Isolation";
}
if(varnum==4) {
varname="hTrkIsoPt";
vartitle="Track Isolation";
}
if(varnum==5) {
varname="hJetEt";
vartitle="Jet E_{T} [GeV]";
}
if(varnum==6) {
varname="hNJets";
vartitle="Number of Jets";
}
TH1D* hBorn;
TH1D* hADD;
if(varnum<=4) {
TH2D* hBorn2d = dynamic_cast<TH2D*>(GetPlot(1, varname));
TH2D* hADD2d = dynamic_cast<TH2D*>(GetPlot(3, varname));
hBorn = hBorn2d->ProjectionX(varname+"born");
hADD = hADD2d->ProjectionX(varname+"add");
cout << "asdf" << endl;
} else {
hBorn = dynamic_cast<TH1D*>(GetPlot(1, varname));
hADD = dynamic_cast<TH1D*>(GetPlot(3, varname));
}
hBorn->Scale(1/hBorn->GetSumOfWeights());
hADD->Scale(1/hADD->GetSumOfWeights());
hBorn->SetLineColor(kBlue+2);
hADD->SetLineColor(kCyan+4);
hBorn->SetFillColor(0);
hADD->SetFillColor(0);
hBorn->SetLineStyle(1);
hADD->SetLineStyle(2);
// hBorn->SetStats(0);
// hADD->SetStats(0);
gPad->SetLogy(1);
hBorn->GetXaxis()->SetTitle(vartitle);
hBorn->GetYaxis()->SetTitle("Normalized Units");
hBorn->SetTitle("Leading Photons in Pythia/Sherpa Samples");
hBorn->Draw();
hADD->Draw("sames");
hBorn->SetMaximum(1);
gPad->Update();
TPaveStats *st1=(TPaveStats*)hBorn->GetListOfFunctions()->FindObject("stats");
TPaveStats *st2=(TPaveStats*)hADD->GetListOfFunctions()->FindObject("stats");
st1->SetName("Born");
st2->SetName("ADD");
st1->SetOptStat(101100);
st2->SetOptStat(101100);
st1->SetX1NDC(.25);
st1->SetX2NDC(.55);
st1->SetY1NDC(.56);
st1->SetY2NDC(.80);
st2->SetX1NDC(.56);
st2->SetX2NDC(.86);
st2->SetY1NDC(.56);
st2->SetY2NDC(.80);
TLegend* leg=new TLegend(.25,.78,.55,.85);
leg->AddEntry(hBorn, "Pythia (Born)", "l");
leg->SetBorderSize(0);
leg->SetFillColor(0);
leg->SetTextSize(0.045);
leg->Draw();
TLegend* leg=new TLegend(.56,.78,.86,.85);
leg->AddEntry(hADD, "Sherpa (ADD)", "l");
leg->SetBorderSize(0);
leg->SetFillColor(0);
leg->SetTextSize(0.045);
leg->Draw();
gPad->Update();
return;
}
// -----------------------------------------------------------------------------
//
TCanvas* createPlot( TString path,
TString canvas_name,
TString name,
TString dirmame,
int rebin,
bool norm,
bool log,
TDirectory* file )
{
// SetSomeStyles();
float lumi = 250.0;// 15.04;//10.9;//6.8;
// Create legend
TLegend* legend = new TLegend(0.75, 0.6, 0.99, 0.99, "", "brNDC" );
legend->SetFillColor(0);
legend->SetLineColor(0);
legend->SetShadowColor(0);
TLatex* prelim = new TLatex(0.6,0.54,"#scale[0.8]{CMS preliminary 2010}");
prelim->SetNDC();
TLatex* alumi = new TLatex(0.6,.45,"#scale[0.8]{#int L dt = 35 pb^{-1}, #sqrt{s} = 7 TeV}");
alumi->SetNDC();
// Create canvas
TCanvas* aCanvas = createCanvas( canvas_name, file, log );
// Create histogram
TString aname("nAll");
// TH1D* data1 = getHisto( path+"S14datacleaned/Edward_Data_Skim/",name,"data.root",aname,rebin);
// TH1D* data = getHisto( path+"S14datacleaned/Edward_Data_Skim/",name,"data.root",dirmame,rebin);
TH1D* data = getHisto( path+"", name, "tt.root", dirmame, rebin );
TH1D* qcd = getHisto( path+"", name, "lm1.root", dirmame, rebin );
TH1D* w_jets = getHisto( path+"", name, "w.root", dirmame, rebin );
TH1D* tt_jets = getHisto( path+"", name, "tt.root", dirmame, rebin );
TH1D* z_jets = getHisto( path+"", name, "z.root", dirmame, rebin );
TH1D* lm3 = getHisto( path+"", name, "lm3.root", dirmame, rebin );
TH1D* lm1 = getHisto( path+"", name, "lm1.root", dirmame, rebin );
TH1D* lm6 = getHisto( path+"", name, "data.root", dirmame, rebin );
TH1D* wm = getHisto( path+"", name, "w.root", dirmame, rebin );
data->Scale(lumi/100.);
qcd->Scale(lumi/100.);
tt_jets->Scale(lumi/100);
w_jets->Scale(lumi/100);
// w_jets->Scale(10);
// z_inv->Scale(lumi/100);
// lm6->Scale(lumi/100);
lm1->Scale(lumi/100);
lm3->Scale(lumi/100);
z_jets->Scale(lumi/100);
wm->Scale(lumi/100);
// Combine Z+jets and Z->inv
// TH1D* z_all = z_inv->Clone();
// z_all->Add(z_jets,1);
//z_jets->Add(z_inv,1);
TH1D* total = tt_jets->Clone();
total->Add(w_jets);
total->Add(z_jets);
// total->
Int_t binMax = total->GetNbinsX();
Double_t& err = new Double_t(0.);
total->IntegralAndError(10,binMax ,err);
Double_t& errW = new Double_t(0.);
w_jets->IntegralAndError(10,binMax ,errW);
Double_t& errtt = new Double_t(0.);
tt_jets->IntegralAndError(10,binMax ,errtt);
Double_t& errZ = new Double_t(0.);
z_jets->IntegralAndError(10,binMax ,errZ);
Double_t& errQCD = new Double_t(0.);
qcd->IntegralAndError(10,binMax ,errQCD );
cout <<endl;
// cout << "MC:" << total->IntegralAndError(11,binMax ,err) <<" && " << w_jets->Integral(11,binMax)<<" && "<<tt_jets->Integral(11,binMax) << "&& "<<z_jets->Integral(11,binMax)<<" && "<< "\/\ /\hline"<<endl;
// cout << total->IntegralAndError(0,binMax ,err) <<" & " << lm1->Integral(0,binMax) <<" & " << lm3->Integral(0,binMax)<<" & " << lm6->Integral(0,binMax) <<"\\\\ \\hline"<<endl;
// cout <<"270: " << total->IntegralAndError(27,binMax ,err) <<" & " << lm1->Integral(27,binMax) <<" & " << lm3->Integral(27,binMax)<<" & " << lm6->Integral(27,binMax) <<"\\\\ \\hline"<<endl;
cout <<"250& " << total->IntegralAndError(6,binMax ,err) <<" & " << lm1->Integral(6,binMax) <<" & " << lm3->Integral(6,binMax)<<" & " << lm6->Integral(6,binMax) <<"\\\\ \\hline"<<endl;
// cout << "300: " << total->IntegralAndError(7,binMax ,err) <<" & " << lm1->Integral(7,binMax) <<" & " << lm3->Integral(7,binMax)<<" &" << lm6->Integral(7,binMax) <<"\\\\ \\hline"<<endl;
cout <<"350& " << total->IntegralAndError(8,binMax ,err) <<" & " << lm1->Integral(8,binMax) <<" & " << lm3->Integral(8,binMax)<<" & " << lm6->Integral(8,binMax) <<"\\\\ \\hline"<<endl;
// cout << "400: " << total->IntegralAndError(9,binMax ,err) <<" & " << lm1->Integral(9,binMax) <<" & " << lm3->Integral(9,binMax)<<" & " << lm6->Integral(9,binMax) <<"\\\\ \\hline"<<endl;
cout << "450& " << total->IntegralAndError(10,binMax ,err) <<" & " << lm1->Integral(10,binMax) <<" & " << lm3->Integral(10,binMax)<<" & " << lm6->Integral(10,binMax) <<"\\\\ \\hline"<<endl;
//cout << "500: " << total->IntegralAndError(11,binMax ,err) <<" & " << lm1->Integral(11,binMax) <<" & " << lm3->Integral(11,binMax)<<" & " << lm6->Integral(11,binMax) <<"\\\\ \\hline"<<endl;
cout <<"550& " << total->IntegralAndError(12,binMax ,err) <<" & " << lm1->Integral(12,binMax) <<" & " << lm3->Integral(12,binMax)<<" & " << lm6->Integral(12,binMax) <<"\\\\ \\hline"<<endl;
/*
cout << "MC:" << total->IntegralAndError(7,binMax ,err) <<" && " << lm1->Integral(7,binMax) <<" && " << lm3->Integral(7,binMax)<<" && " << lm6->Integral(6,binMax) <<"/\/\ /\hline"<<endl;
cout << "MC:" << total->IntegralAndError(8,binMax ,err) <<" && " << lm1->Integral(8,binMax) <<" && " << lm3->Integral(8,binMax)<<" && " << lm6->Integral(7,binMax) <<"/\/\ /\hline"<<endl;
cout << "MC:" << total->IntegralAndError(10,binMax ,err) <<" && " << lm1->Integral(10,binMax) <<" && " << lm3->Integral(10,binMax)<<" && " << lm6->Integral(10,binMax) <<"/\/\ /\hline"<<endl;
cout << "MC:" << total->IntegralAndError(11,binMax ,err) <<" && " << lm1->Integral(11,binMax) <<" && " << lm3->Integral(11,binMax)<<" && " << lm6->Integral(11,binMax) <<"/\/\ /\hline"<<endl;
cout << "MC:" << total->IntegralAndError(12,binMax ,err) <<" && " << lm1->Integral(12,binMax) <<" && " << lm3->Integral(12,binMax)<<" && " << lm6->Integral(12,binMax) <<"/\/\ /\hline"<<endl;
// cout << "MC:" << err <<", W: " << errW<<", tt: "<<errtt << ", Z: "<<errZ<<", QCD: "<< errQCD<< endl;
*/
// cout << "data:" << data->Integral() << endl;
TH1D* hcen = total->Clone();
TH1D* herr = total->Clone();
herr->SetLineColor(kTeal+3);
herr->SetMarkerColor(kAzure+6);
herr->SetFillColor(kAzure+6);
herr->SetLineWidth(3);
total->SetLineWidth(3);
total->SetFillColor(kAzure+2);
total->SetLineColor(kAzure+2);
total->SetFillStyle(3245);
hcen->SetFillStyle(0);
hcen->SetMarkerColor(kTeal+3);
hcen->SetLineColor(kTeal+3);
hcen->SetLineWidth(3);
// Merge Z+jets and Z->inv
bool combine = false;
// Line colour and fill
qcd->SetLineColor(kPink+4);
qcd->SetLineWidth(3);
tt_jets->SetLineColor(kBlue+1);
tt_jets->SetLineWidth(3);
w_jets->SetLineColor(kPink+7);
w_jets->SetLineWidth(3);
z_jets->SetLineWidth(3);
z_jets->SetLineColor(kTeal-7);
if ( combine ) {
z_all->SetLineColor(kBlack);
z_all->SetLineStyle(3);
z_all->SetLineWidth(1);
} else {
data->SetLineColor(1);
data->SetLineStyle(1);
data->SetLineWidth(3);
data->SetMarkerStyle(20);
data->SetFillColor(0);
}
// lm0->SetLineColor(kRed);
// lm0->SetLineWidth(3);
// lm1->SetLineColor(kRed+3);
// lm1->SetLineWidth(3);
// Populate legend
// legend->AddEntry( data, "tt fully leptonic/", "LP" );
legend->AddEntry( herr, "full SM", "LP" );
legend->AddEntry( z_jets, " Z+jets ", "LP" );
legend->AddEntry( w_jets, " W+jets", "LP" );
legend->AddEntry( tt_jets, " t#bar{t}", "LP" );
// legend->AddEntry( lm3, " SUSY LM3", "LP" );
// legend->AddEntry( lm1, " SUSY LM1", "LP" );
legend->AddEntry( lm6, " data", "LP" );
// legend->AddEntry(wm,"W Mad","lp");
// Calc maximum number of entries
double aMax = 0.;
if( data->GetMaximum() > aMax ) { aMax = data->GetMaximum()+data->GetBinError(data->GetMaximumBin()); }
if ( qcd->GetMaximum() > aMax ) { aMax = qcd->GetMaximum(); }
// if ( lm0->GetMaximum() > aMax ) { aMax = lm0->GetMaximum(); }
// if ( lm1->GetMaximum() > aMax ) { aMax = lm1->GetMaximum(); }
if ( tt_jets->GetMaximum() > aMax ) { aMax = tt_jets->GetMaximum(); }
if ( w_jets->GetMaximum() > aMax ) { aMax = w_jets->GetMaximum(); }
if ( combine ) {
if ( z_all->GetMaximum() > aMax ) { aMax = z_all->GetMaximum(); }
} else {
// if ( data->GetMaximum() > aMax ) { aMax = z_inv->GetMaximum(); }
if ( z_jets->GetMaximum() > aMax ) { aMax = z_jets->GetMaximum(); }
}
// Calc minimum number of entries
double aMin = 1.e12;
if ( qcd->GetMinimum(1.e-12) < aMin ) { aMin = qcd->GetMinimum(1.e-12); }
// if ( lm0->GetMinimum(1.e-12) < aMin ) { aMin = lm0->GetMinimum(1.e-12); }
// if ( lm1->GetMinimum(1.e-12) < aMin ) { aMin = lm1->GetMinimum(1.e-12); }
if ( tt_jets->GetMinimum(1.e-12) < aMin ) { aMin = tt_jets->GetMinimum(1.e-12); }
if ( w_jets->GetMinimum(1.e-12) < aMin ) { aMin = w_jets->GetMinimum(1.e-12); }
if ( combine ) {
if ( z_all->GetMinimum(1.e-12) < aMin ) { aMin = z_all->GetMinimum(1.e-12); }
} else {
// if ( data->GetMinimum(1.e-12) < aMin ) { aMin = z_inv->GetMinimum(1.e-12); }
if ( z_jets->GetMinimum(1.e-12) < aMin ) { aMin = z_jets->GetMinimum(1.e-12); }
}
if ( qcd ) qcd->GetYaxis()->SetTitleOffset(1.43);
if ( qcd ) qcd->GetYaxis()->SetTitleSize(0.06);
if ( qcd ) qcd->GetXaxis()->SetTitleSize(0.06);
if ( qcd ) qcd->GetXaxis()->SetTitleOffset(0.9);
if ( log ) {
if ( qcd ) herr->SetMaximum( aMax * 10. );
// if ( qcd ) herr->SetMinimum( aMin * 0.1 );
if ( qcd ) herr->SetMinimum( 0.005);
} else {
if ( qcd ) herr->SetMaximum( aMax * 1.1 );
// if ( qcd ) herr->SetMinimum( aMin * 0.9 );
if ( qcd ) herr->SetMinimum( 0.005);
}
/* TPad* mainPad = new TPad("","",0.01,0.25,0.99,0.99);
mainPad->SetNumber(1);
mainPad->SetFillColor(0);
// mainPad->Range(-288.2483,-2.138147,1344.235,6.918939);
mainPad->SetFillColor(0);
mainPad->SetBorderMode(0);
mainPad->SetBorderSize(2);
if ( log == true)mainPad->SetLogy();
mainPad->SetLeftMargin(0.1765705);
mainPad->SetRightMargin(0.05772496);
mainPad->SetTopMargin(0.04778761);
mainPad->SetBottomMargin(0.1256637);
mainPad->SetFrameFillStyle(0);
mainPad->SetFrameLineWidth(2);
mainPad->SetFrameBorderMode(0);
mainPad->SetFrameFillStyle(0);
mainPad->SetFrameLineWidth(2);
mainPad->SetFrameBorderMode(0);
if ( log == true)mainPad->SetLogy();
mainPad->Draw();
TPad* ratioPad = new TPad("","",0.01,0.01,0.99,0.25);
ratioPad->SetNumber(2);
ratioPad->SetFillColor(0);
ratioPad->SetFillColor(0);
ratioPad->SetBorderMode(0);
ratioPad->SetBorderSize(2);
// if ( log == true)ratioPad->SetLogy();
ratioPad->SetLeftMargin(0.1765705);
ratioPad->SetRightMargin(0.05772496);
ratioPad->SetTopMargin(0.04778761);
ratioPad->SetBottomMargin(0.1256637);
ratioPad->SetFrameFillStyle(0);
ratioPad->SetFrameLineWidth(2);
ratioPad->SetFrameBorderMode(0);
ratioPad->SetFrameFillStyle(0);
ratioPad->SetFrameLineWidth(2);
ratioPad->SetFrameBorderMode(0);
// if ( log == true)ratioPad->SetLogy();
ratioPad->Draw();
aCanvas->cd(1);
*/
herr->GetYaxis()->SetTitle("events");
if ( norm ) {
if ( qcd ) qcd->DrawNormalized("Ehist");
// if ( lm0->GetEntries() > 0. ) { lm0->DrawNormalized("hsame"); }
if ( lm1->GetEntries() > 0. ) { lm1->DrawNormalized("hsame"); }
if ( tt_jets->GetEntries() > 0. ) { tt_jets->DrawNormalized("hsame"); }
if ( w_jets->GetEntries() > 0. ) { w_jets->DrawNormalized("hsame"); }
if ( combine ) {
if ( z_all->GetEntries() > 0. ) { z_all->DrawNormalized("hsame"); }
} else {
if ( data->GetEntries() > 0. ) { z_inv->DrawNormalized("hsame"); }
if ( z_jets->GetEntries() > 0. ) { z_jets->DrawNormalized("hsame"); }
}
} else {
herr->Draw("hist");
// qcd->SetFillStyle(3240);
// qcd->SetFillColor(kPink+4);
// qcd->Draw("hist");
w_jets->Draw("hSameh");
z_jets->Draw("9Sameh");
w_jets->Draw("9Sameh");
tt_jets->Draw("9SAMEh");
//data1->Draw("9SAMEh");
//lm0->Draw("9SAMEh");
lm1->SetLineColor(12);
lm1->SetLineStyle(2);
lm1->SetLineWidth(2);
// lm1->Draw("9SAMEh");
lm3->SetLineColor(14);
lm3->SetLineStyle(2);
lm3->SetLineWidth(2);
// lm3->Draw("9SAMEh");
lm6->Draw("9SAMEh");
wm->SetLineStyle(2);
wm->SetLineColor(kPink+7);
// wm->Draw("9Sameh");
// total->DrawNormalized("9E2same");
// data->Draw("SAMEh");
// tt_jets->Divide(data);
// tt_jets->Draw("h");
// data->SetLineColor(kRed);
// data->Draw("sameh");
// data1->SetLineColor(kRed);
// data1->Draw("9SAMEP");
}
legend->Draw();
// prelim->Draw();
// alumi->Draw();
/* TH1D* ratioBottom = total->Clone();
TH1D* ratioTop = data->Clone();
ratioTop->GetYaxis()->SetTitle("data / sim");
ratioTop->Divide(ratioBottom);
aCanvas->cd(1)->Update();
aCanvas->cd(2);
ratioTop->SetTitleSize(0.1, "XYZ");
ratioTop->SetTitleOffset(0.55, "X");
ratioTop->SetTitleOffset(0.3, "Y");
ratioTop->SetLabelSize(0.06,"XY");
// ratioTop->GetXaxis().SetRangeUser(MinX,MaxX);
ratioTop->GetYaxis()->SetRangeUser(0.,2.0);
ratioTop->Draw();*/
/* TBox* unity = TBox(ratioTop->GetXaxis()->GetBinLowEdge(ratioTop->GetXaxis()->GetFirst()), 0.89,ratioTop->GetXaxis()->GetBinLowEdge(ratioTop->GetXaxis()->GetLast()), 1.11);
unity->SetLineWidth(2);
unity->SetLineColor(2);
unity->SetFillColor(2);
unity->SetFillStyle(3002);
unity->Draw();
*/
file->cd();
aCanvas->SaveAs( std::string(canvas_name+".pdf").c_str() );
aCanvas->Write();
// aCanvas->Print(".png");
return aCanvas;
}
void plotRatio(int cbin,
TString infname,
TString DataPF,
TString mix,
bool useWeight,
bool drawXLabel,
bool drawLeg)
{
TString cut="et1>120&& et1<2000 && et2>50 && dphi>3.14159/3*2&&(et1-et2)/(et1+et2)<0.55 ";
TString cut2="et1>120&& et1<2000 && et2>50 && dphi>3.14159/3*2&&(et1-et2)/(et1+et2)<0.55 ";
TString cstring = "";
if(cbin==0) {
cstring = "0-10%";
cut+=" && (bin>=0 && bin<4 || bin==-1)";
cut2+=" &&(bin>=0 && bin<4 || bin==-1)";
} else if (cbin==1) {
cstring = "10-20%";
cut+=" && (bin>=4 && bin<8 || bin==-1)";
cut2+=" && (bin>=4 && bin<8 || bin==-1)";
} else if (cbin==2) {
cstring = "20-30%";
cut+=" && (bin>=8 && bin<12 || bin==-1)";
cut2+=" && (bin>=8 && bin<12 || bin==-1)";
} else if (cbin==3) {
cstring = "30-50%";
cut+=" && (bin>=12 && bin<20 || bin==-1)";
cut2+=" && (bin>=12 && bin<20 || bin==-1)";
} else {
cstring = "50-100%";
cut+=" && (bin>=20 && bin<40 || bin==-1)";
cut2+=" && (bin>=20 && bin<40 || bin==-1)";
}
// open the data file
TFile *inf = new TFile(infname.Data());
TTree *nt =(TTree*)inf->FindObjectAny("nt");
// open the DataPF (MC) file
TFile *infDataPF = new TFile(DataPF.Data());
TTree *ntDataPF = (TTree*) infDataPF->FindObjectAny("nt");
// open the datamix file
TFile *infMix = new TFile(mix.Data());
TTree *ntMix =(TTree*)infMix->FindObjectAny("nt");
// Variable Aj
char *aj = "(et1-et2)/(et1+et2)";
const int nBin = 13;
double bins[nBin+1]={0,0.05,0.1,0.15,0.2,0.25,0.3,0.35,0.4,0.45,0.5,0.55,0.6,1};
// projection histogram
TH1D *h = new TH1D("h","",nBin,bins);
TH1D *hTmp = new TH1D("hTmp","",nBin,bins);
TH1D *hEmbedded = new TH1D("hEmbedded","",nBin,bins);
TH1D *hDataMix = new TH1D("hDataMix","",nBin,bins);
nt->Draw(Form("%s>>h",aj),Form("(%s)*weight",cut2.Data()));
if (useWeight) {
// use the weight value caluculated by Matt's analysis macro
ntDataPF->Draw(Form("%s>>hEmbedded",aj),Form("(%s)",cut.Data()));
ntMix->Draw(Form("%s>>hDataMix",aj),Form("(%s)*weight",cut.Data()));
} else {
// ignore centrality reweighting
ntDataPF->Draw(Form("%s>>hEmbedded",aj),Form("(%s)",cut.Data()));
ntMix->Draw(Form("%s>>hDataMix",aj),Form("(%s)",cut.Data()));
}
// calculate the statistical error and normalize
h->Sumw2();
h->Scale(1./h->Integral(0,20));
h->SetMarkerStyle(20);
hEmbedded->Sumw2();
hEmbedded->Scale(1./hEmbedded->Integral(0,20));
hEmbedded->SetLineColor(kBlue);
hEmbedded->SetFillColor(kAzure-8);
hEmbedded->SetFillStyle(3005);
hEmbedded->SetStats(0);
if(drawXLabel) {
hEmbedded->SetXTitle("A_{J} = (p_{T}^{j1}-p_{T}^{j2})/(p_{T}^{j1}+p_{T}^{j2})");
h->SetXTitle("A_{J} = (p_{T}^{j1}-p_{T}^{j2})/(p_{T}^{j1}+p_{T}^{j2})");
}
h->GetXaxis()->SetLabelSize(20);
h->GetXaxis()->SetLabelFont(43);
h->GetXaxis()->SetTitleSize(22);
h->GetXaxis()->SetTitleFont(43);
h->GetXaxis()->SetTitleOffset(1.5);
h->GetXaxis()->CenterTitle();
h->GetXaxis()->SetNdivisions(905,true);
h->GetYaxis()->SetLabelSize(20);
h->GetYaxis()->SetLabelFont(43);
h->GetYaxis()->SetTitleSize(20);
h->GetYaxis()->SetTitleFont(43);
h->GetYaxis()->SetTitleOffset(2.5);
h->GetYaxis()->CenterTitle();
h->SetAxisRange(0,0.3,"Y");
h->SetMarkerColor(2);
h->SetYTitle("Ratio");
hEmbedded->SetYTitle("Ratio");
hDataMix->Sumw2();
hDataMix->Scale(1./hDataMix->Integral(0,20));
hDataMix->SetLineColor(kRed);
hDataMix->SetFillColor(kRed-9);
hDataMix->SetFillStyle(3004);
h->SetAxisRange(0,5,"Y");
hEmbedded->SetAxisRange(0,10,"Y");
h->Divide(hDataMix);
hEmbedded->Divide(hDataMix);
h->Draw("");
TH1D *hErr = getErrorBand(h);
double systematicErrorResolution[nBin] =
{0.06,0.05,0.04,0.04,0.04,0.06,0.1,0.18,0.3,0.5,0.5};
double systematicErrorScale[nBin] =
{0.06,0.05,0.04,0.03,0.02,0.02,0.03,0.04,0.05,0.08,0.1};
double systematicErrorEfficiency[nBin] =
{0.00,0.00,0.00,0.00,0.00,0.00,0.07,0.07,0.07,0.07,0.07};
double systematicErrorBackground[nBin+1] =
{0.07,0.04,0.04,0.04,0.05,0.06,0.07,0.08,0.09,0.10,0.12,0.15};
double systematicError[nBin];
for (int b=0;b<nBin;b++)
{
double sum=0;
//sum+= systematicErrorResolution[b]*systematicErrorResolution[b];
//sum+= systematicErrorScale[b]*systematicErrorScale[b];
//sum+= systematicErrorEfficiency[b]*systematicErrorEfficiency[b];
sum+= systematicErrorBackground[b]*systematicErrorBackground[b];
systematicError[b]=sqrt(sum);
hTmp->SetBinContent(b,1);
}
TGraph *gErrorBand;
if (cbin!=0) {
gErrorBand = GetErrorBand(hTmp,systematicError,systematicError,0.025,12);
} else {
gErrorBand = GetErrorBand(hTmp,systematicError,systematicError,0.025,12);
}
gErrorBand->Draw("f");
hEmbedded->SetMarkerStyle(4);
hEmbedded->SetMarkerColor(4);
hEmbedded->SetLineColor(4);
hEmbedded->SetLineStyle(2);
//hEmbedded->Draw("same");
//h->Fit("pol1","","",0,1);
h->Draw("same");
TLine *l = new TLine(0,1,1,1);
l->SetLineStyle(2);
l->Draw();
if(drawLeg){
TLegend *t3=new TLegend(0.44,0.7,0.86,0.88);
t3->AddEntry(h,"PYTHIA + Data / PYTHIA","pl");
//t3->AddEntry(hEmbedded,"Data PF / PYQUEN + Data","l");
//t3->AddEntry(hDataMix,"unquenched PYQUEN + Data","lf");
t3->SetFillColor(0);
t3->SetBorderSize(0);
t3->SetFillStyle(0);
t3->SetTextFont(63);
t3->SetTextSize(15);
t3->Draw();
}
}
void MCtoSTATerrors() {
TLatex *tplus = labelLatex(0.1364943,0.8114407,"MC sample");
TFile *file0 = TFile::Open("results/StandardCutflow/allmc.root");
TCanvas *c1 = new TCanvas();
//TCanvas *c2 = new TCanvas();
TH1D * LPplus = (TH1D*)file0->Get("RECO_PolPlots_50toinf/RECO_ICVarPFPlus");
TH1D * LPminus = (TH1D*)file0->Get("RECO_PolPlots_50toinf/RECO_ICVarPFMinus");
LPplus->Rebin(20);
LPminus->Rebin(20);
LPplus->Scale(0.3);
LPminus->Scale(0.3);
TH1D * newLPplus = (TH1D*)LPplus->Clone();
TH1D * newLPminus = (TH1D*)LPminus->Clone();
for(unsigned int i=1; i < LPplus->GetXaxis()->GetNbins(); i++) {
newLPplus->SetBinError(i, TMath::Sqrt(LPplus->GetBinContent(i)));
newLPminus->SetBinError(i, TMath::Sqrt(LPminus->GetBinContent(i)));
}
c1->cd();
newLPplus->GetYaxis()->SetTitle("Events / 300 nb^{-1}");
//newLPplus->GetXaxis()->SetTitle("LP(#mu^{+})");
newLPplus->GetXaxis()->SetTitle("LP(#mu)");
newLPplus->GetXaxis()->SetRangeUser(-1.0,2.0);
newLPplus->SetLineWidth(3);
newLPplus->SetLineStyle(2);
newLPplus->SetLineColor(kRed);
newLPplus->DrawCopy();
tplus->DrawClone("same");
// c2->cd();
// newLPminus->GetYaxis()->SetTitle("Events / 100 nb^{-1}");
// newLPminus->GetXaxis()->SetTitle("LP(#mu^{-})");
newLPminus->SetLineWidth(3);
newLPminus->SetLineStyle(2);
newLPminus->SetLineColor(kBlack);
newLPminus->DrawCopy("same");
// tplus->DrawClone("same");
leg = new TLegend(0.762931,0.720339,0.8649425,0.8622881,NULL,"brNDC");
leg->AddEntry(newLPplus,"#mu^{+}","l");
leg->AddEntry(newLPminus,"#mu^{-}","l");
leg->SetFillColor(kWhite);
leg->SetBorderSize(0);
leg->SetTextFont(62);
leg->DrawClone();
file0->Close();
return;
}