void greyscale()
{
TCanvas *c = new TCanvas("grey", "Grey Scale", 500, 500);
c->SetBorderMode(0);
Int_t n = 200; // tunable parameter
Float_t n1 = 1./n;
for (int i = 0; i < n; i++) {
for (int j = 0; j < n; j++) {
TBox *b = new TBox(n1*j, n1*(n-1-i), n1*(j+1), n1*(n-i));
Float_t grey = Float_t(i*n+j)/(n*n);
b->SetFillColor(TColor::GetColor(grey, grey, grey));
b->Draw();
}
}
TPad *p = new TPad("p","p",0.3, 0.3, 0.7,0.7);
const char *guibackground = gEnv->GetValue("Gui.BackgroundColor", "");
p->SetFillColor(TColor::GetColor(guibackground));
p->Draw();
p->cd();
TText *t = new TText(0.5, 0.5, "GUI Background Color");
t->SetTextAlign(22);
t->SetTextSize(.09);
t->Draw();
c->SetEditable(kFALSE);
}
void highlight1()
{
TCanvas *ch = new TCanvas("ch", "ch", 0, 0, 700, 500);
const Int_t n = 500;
Double_t x[n], y[n];
TH1F *h[n];
for (Int_t i = 0; i < n; i++) {
h[i] = new TH1F(TString::Format("h_%02d", i), "", 100, -3.0, 3.0);
// in practice gaus need reset parameters
h[i]->FillRandom("gaus", 1000);
h[i]->Fit("gaus", "Q");
h[i]->SetMaximum(250); // for n > 200
x[i] = i;
y[i] = h[i]->GetFunction("gaus")->GetParameter(2);
}
TGraph *g = new TGraph(n, x, y);
g->SetMarkerStyle(6);
for (Int_t i = 0; i < n; i++) g->AddHighlight(i, h[i]);
g->Draw("AP");
g->SetHighlight();
TPad *ph = new TPad("ph", "ph", 0.3, 0.4, 1.0, 1.0);
ph->SetFillColor(kBlue - 10);
ph->Draw();
ph->cd();
TText *info = new TText(0.5, 0.5, "please move the mouse over the graph");
info->SetTextAlign(22);
info->Draw();
ch->cd();
TGraph::SetHighlightPad(ph);
}
void DrawGraph(string name, TGraphErrors* graph)
{
TCanvas* canvas = new TCanvas(name.c_str(),"",1200,900);
canvas->SetFillColor(kWhite);
canvas->cd();
TPad* pad = new TPad();
// left right bottom top
pad->SetMargin(0.15,0.05,0.15,0.05);
pad->SetTicks(1,1);
pad->SetFillColor(kWhite);
pad->Draw();
pad->cd();
TGraphErrors* oldgraph = graph;
graph = new TGraphErrors(*graph);
delete oldgraph;
float textsize = 0.055;
graph->SetMinimum(0);
graph->SetMaximum(100);
graph->SetTitle("");
graph->GetXaxis()->SetTitle("#it{m}(#it{K^{#plus}K^{#minus}}) [MeV/#it{c}^{2}]");
graph->GetYaxis()->SetTitle("Efficiency [%]");
graph->SetLineColor(kBlack);
graph->SetLineWidth(1);
graph->SetMarkerSize(1);
graph->SetMarkerStyle(8);
graph->SetMarkerColor(kBlack);
graph->Draw("AP");
graph->GetXaxis()->SetTitleSize(textsize*1.2);
graph->GetYaxis()->SetTitleSize(textsize*1.2);
graph->GetXaxis()->SetLabelSize(textsize);
graph->GetYaxis()->SetLabelSize(textsize);
graph->GetXaxis()->SetTitleFont(132);
graph->GetYaxis()->SetTitleFont(132);
graph->GetXaxis()->SetLabelFont(132);
graph->GetYaxis()->SetLabelFont(132);
graph->GetYaxis()->CenterTitle();
double _blurbx = 0.75;
double _blurby = 0.80;
string _blurbtext = "#splitline{LHCb}{#scale[0.75]{Preliminary}}";
TLatex* _blurb = new TLatex(_blurbx,_blurby,_blurbtext.c_str());
_blurb->SetTextFont(132);
_blurb->SetTextColor(1);
_blurb->SetNDC(kTRUE);
_blurb->SetTextAlign(11);
_blurb->SetTextSize(0.07);
_blurb->Draw();
canvas->SaveAs((name+".pdf").c_str());
canvas->Write();
}
/**
* Draw the Poisson estimate of the occupancy in a given ring.
*
* @param p List
* @param d Detector
* @param r Ring
*
* @return The occupancy (in percent)
*
* @deprecated Use QATrender instead
* @ingroup pwglf_forward_scripts_qa
*/
Double_t
DrawRingOccupancy(TList* p, UShort_t d, Char_t r)
{
if (!p) return 0;
TList* ring = static_cast<TList*>(p->FindObject(Form("FMD%d%c",d,r)));
if (!ring) {
Error("DrawOccupancy", "List FMD%d%c not found in %s",d,r,p->GetName());
return 0;
}
TH1* corr = static_cast<TH1*>(ring->FindObject("occupancy"));
if (!corr) {
Error("DrawRingOccupancy", "Histogram occupancy not found in FMD%d%c",
d, r);
return 0;
}
corr->Rebin(4);
TPad* pad = static_cast<TPad*>(gPad);
pad->SetGridy();
pad->SetGridx();
pad->SetLogy();
pad->SetFillColor(0);
pad->SetRightMargin(0.01);
#if 0
if (d == 3) {
pad->SetPad(pad->GetXlowNDC(), pad->GetYlowNDC(), .99,
pad->GetYlowNDC()+pad->GetHNDC());
pad->SetRightMargin(0.15);
}
#endif
corr->Draw("hist");
TLatex* ltx = new TLatex(.95, .95, Form("FMD%d%c", d, r));
ltx->SetNDC();
ltx->SetTextAlign(33);
ltx->SetTextSize(.08);
ltx->Draw();
return corr->GetMean();
}
void root_util::set_box(Double_t xmin, Double_t xmax, Double_t ymin, Double_t ymax,
Int_t lstyle, Double_t lwidth, Double_t lcolor, Double_t fcolor,
Int_t fptn, Char_t *loctype, Int_t gnum, Int_t xonly, Int_t yonly){
//cout << pad_size <<endl;
Int_t clen = clst.size();
//cout << clen<<endl;
Int_t cnum = gnum / pad_size;
cout << "fcolor"<< fcolor<<endl;
Int_t pad_num = gnum % pad_size + 1;
//cout << pad_num<<endl;
//cout << xmin <<endl;
//cout << xmax <<endl;
//cout << ymin <<endl;
//cout << ymax <<endl;
TPad *b;
//b = new TEllipse(xmin, ymin, xmin, ymax);
b = new TPad("box","box", xmin, ymin, xmax, ymax);
b->SetFillColor(fcolor);
clst[cnum]->cd(pad_num);
b->Draw();
// clst[cnum]->UseCurrentStyle();
}
void markerwarning()
{
const int Nph = 14;
double np_ph[Nph] = {353.4,300.2,254.3,215.2,181.0,151.3,125.2,102.7, 83.3, 66.7, 52.5, 40.2, 30.2, 22.0};
double nc_ph[Nph] = {3.890,3.734,3.592,3.453,3.342,3.247,3.151,3.047,2.965,2.858,2.701,2.599,2.486,2.328};
double npe_ph[Nph] = {10.068,9.004,8.086,7.304,6.620,6.026,5.504,5.054,4.666,4.334,4.050,3.804,3.604,3.440};
double nce_ph[Nph] = {0.235,0.217,0.210,0.206,0.213,0.223,0.239,0.260,0.283,0.318,0.356,0.405,0.465,0.545};
const int Nbr = 6;
double np_br[Nbr] = {357.0,306.0,239.0,168.0,114.0, 73.0};
double nc_br[Nbr] = {3.501,3.275,3.155,3.060,3.053,3.014};
double npe_br[Nbr] = {8.000,11.000,10.000,9.000,9.000,8.000};
double nce_br[Nbr] = {0.318,0.311,0.306,0.319,0.370,0.429};
TGraphErrors *phUP = new TGraphErrors(Nph,np_ph,nc_ph,npe_ph,nce_ph);
TGraphErrors *phDN = new TGraphErrors(Nph,np_ph,nc_ph,npe_ph,nce_ph);
TGraphErrors *brUP = new TGraphErrors(Nbr,np_br,nc_br,npe_br,nce_br);
TGraphErrors *brDN = new TGraphErrors(Nbr,np_br,nc_br,npe_br,nce_br);
float Top_margin = 0.;
float Left_margin = 0.025;
float Right_margin = 0.005;
float maxPlotPart = 395;
float Marker_Size = 1.3;
int Marker_Style = 8;
float Et_200_Min = 0.71;
float Et_200_Max = 3.80;
float Et_130_Min = 1.21;
float Et_130_Max = 3.29;
float Nc_200_Min = 1.31;
float Nc_200_Max = 4.30;
float Nc_130_Min = 1.51;
float Nc_130_Max = 3.89;
TCanvas *canvasNc = new TCanvas("canvasNc", "Multiplicity",630,10,600,500);
gStyle->SetOptStat(0);
canvasNc->SetFillColor(10);
canvasNc->SetBorderSize(0);
// Primitives in Nc200 pad
TPad *padNcUP = new TPad("padNcUP","200 GeV",0.07,0.60,1.,1.00);
padNcUP->Draw();
padNcUP->cd();
padNcUP->SetFillColor(10);
padNcUP->SetFrameFillColor(10);
padNcUP->SetBorderSize(0);
padNcUP->SetLeftMargin(Left_margin);
padNcUP->SetRightMargin(Right_margin);
padNcUP->SetTopMargin(Top_margin+0.005);
padNcUP->SetBottomMargin(0.00);
TH1F* frameNcUP = new TH1F("frameNcUP","",100,0,maxPlotPart);
frameNcUP->GetYaxis()->SetLabelOffset(0.005);
frameNcUP->GetYaxis()->SetLabelSize(0.10);
frameNcUP->SetMinimum(Nc_200_Min);
frameNcUP->SetMaximum(Nc_200_Max);
frameNcUP->SetNdivisions(505,"Y");
frameNcUP->SetNdivisions(505,"X");
frameNcUP->Draw();
brUP->SetMarkerStyle(22);
brUP->SetMarkerSize (2.0);
brUP->Draw("P");
phDN->SetMarkerStyle(23);
phDN->SetMarkerSize (2);
phDN->Draw("P");
canvasNc->cd();
// Primitives in Nc130 pad
TPad *padNcDN = new TPad("padNcDN","130 GeV",0.07,0.02,1.,0.60);
padNcDN->Draw();
padNcDN->cd();
padNcDN->SetFillColor(10);
padNcDN->SetFrameFillColor(10);
padNcDN->SetBorderSize(0);
padNcDN->SetLeftMargin(Left_margin);
padNcDN->SetRightMargin(Right_margin);
padNcDN->SetTopMargin(Top_margin+0.005);
padNcDN->SetBottomMargin(0.30);
TH1F* frameNcDN = new TH1F("frameNcDN","",100,0,maxPlotPart);
frameNcDN->GetYaxis()->SetLabelOffset(0.005);
frameNcDN->GetYaxis()->SetLabelSize(0.07);
frameNcDN->GetXaxis()->SetLabelOffset(0.005);
frameNcDN->GetXaxis()->SetLabelSize(0.07);
frameNcDN->SetMinimum(Nc_200_Min);
frameNcDN->SetMaximum(Nc_200_Max);
frameNcDN->SetNdivisions(505,"Y");
frameNcDN->SetNdivisions(505,"X");
frameNcDN->Draw();
brDN->SetMarkerStyle(23);
brDN->SetMarkerSize (2.0);
brDN->Draw("P");
phUP->SetMarkerStyle(22);
phUP->SetMarkerSize (2);
phUP->Draw("P");
TLatex t1;
t1.SetTextFont(12); t1.SetTextSize(0.0525);
t1.DrawLatex(-5,0.6,"Non-symmetric symbols should be used carefully in plotting.�These two graphs show how misleading");
t1.DrawLatex(-5,0.4,"a careless use of symbols can be.�The two plots represent the same data sets but because of a bad");
t1.DrawLatex(-5,0.2,"symbol choice, the two plots on the top appear further apart than for the bottom example.");
canvasNc->cd();
}
void wmj_fit_stack()
{
//=========Macro generated from canvas: default_Canvas/defaultCanvas
//========= (Tue May 3 07:35:30 2016) by ROOT version6.04/10
TCanvas *default_Canvas = new TCanvas("default_Canvas", "defaultCanvas",0,0,700,500);
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
default_Canvas->SetHighLightColor(2);
default_Canvas->Range(0,0,1,1);
default_Canvas->SetFillColor(0);
default_Canvas->SetBorderMode(0);
default_Canvas->SetBorderSize(2);
default_Canvas->SetTickx(1);
default_Canvas->SetTicky(1);
default_Canvas->SetLeftMargin(0.14);
default_Canvas->SetRightMargin(0.05);
default_Canvas->SetTopMargin(0.05);
default_Canvas->SetBottomMargin(0.16);
default_Canvas->SetFrameLineWidth(2);
default_Canvas->SetFrameBorderMode(0);
// ------------>Primitives in pad: upperPad
TPad *upperPad = new TPad("upperPad", "upperPad",0.005,0.05,0.995,0.995);
upperPad->Draw();
upperPad->cd();
upperPad->Range(-0.1730123,-5358.989,1.06279,32919.5);
upperPad->SetFillColor(0);
upperPad->SetFillStyle(4000);
upperPad->SetBorderMode(0);
upperPad->SetBorderSize(2);
upperPad->SetTickx(1);
upperPad->SetTicky(1);
upperPad->SetLeftMargin(0.14);
upperPad->SetRightMargin(0.05);
upperPad->SetTopMargin(0.05);
upperPad->SetBottomMargin(0.14);
upperPad->SetFrameLineWidth(2);
upperPad->SetFrameBorderMode(0);
upperPad->SetFrameLineWidth(2);
upperPad->SetFrameBorderMode(0);
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fx3005[20] = {
0.025,
0.075,
0.125,
0.175,
0.225,
0.275,
0.325,
0.375,
0.425,
0.475,
0.525,
0.575,
0.625,
0.675,
0.725,
0.775,
0.825,
0.875,
0.925,
0.975};
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fy3005[20] = {
0,
0,
9,
26,
118,
315,
881,
1812,
3086,
4575,
5856,
6537,
6824,
6348,
5662,
4769,
4941,
6726,
13179,
28019};
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_felx3005[20] = {
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025};
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fely3005[20] = {
0,
0,
2.943461,
5.066015,
10.37428,
17.25528,
29.18586,
42.07053,
55.05403,
67.14059,
76.02614,
80.35326,
82.10902,
79.17591,
74.74792,
68.55976,
69.79403,
81.51372,
114.3009,
166.8895};
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fehx3005[20] = {
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025};
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fehy3005[20] = {
1.147874,
1.147874,
4.110204,
6.164324,
11.37428,
18.25528,
30.18586,
43.07053,
56.05403,
68.14059,
77.02614,
81.35326,
83.10902,
80.17591,
75.74792,
69.55976,
70.79403,
82.51372,
115.3009,
167.8895};
TGraphAsymmErrors *grae = new TGraphAsymmErrors(20,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fx3005,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fy3005,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_felx3005,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fehx3005,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fely3005,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fehy3005);
grae->SetName("h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]");
grae->SetTitle("Histogram of combData_plot__muminus_ISO_");
grae->SetFillColor(1);
grae->SetFillStyle(0);
grae->SetLineWidth(2);
grae->SetMarkerStyle(20);
TH1F *Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005 = new TH1F("Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005","Histogram of combData_plot__muminus_ISO_",100,0,1.1);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->SetMinimum(0);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->SetMaximum(31005.58);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->SetDirectory(0);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->SetStats(0);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->SetLineWidth(2);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->SetMarkerStyle(0);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetXaxis()->SetTitle("#it{p}_{T}^{#it{#mu}} / #it{p}_{T}^{#it{#mu}-jet} ");
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetXaxis()->SetRange(1,91);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetXaxis()->SetNdivisions(1005);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetXaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetXaxis()->SetLabelOffset(0.02);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetXaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetXaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetXaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetYaxis()->SetTitle("Events / (0.05)");
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetYaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetYaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetYaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetYaxis()->SetTitleOffset(1.1);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetYaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetZaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetZaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetZaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005);
grae->Draw("e1pa");
Double_t h5_fx7[47] = {
-0.02439024,
-0.02439024,
0,
1.0201e-08,
0.04999999,
0.05000001,
0.09999999,
0.1,
0.15,
0.15,
0.2,
0.2,
0.25,
0.25,
0.3,
0.3,
0.35,
0.35,
0.4,
0.4,
0.45,
0.45,
0.5,
0.5,
0.55,
0.55,
0.6,
0.6,
0.65,
0.65,
0.7,
0.7,
0.75,
0.75,
0.8,
0.8,
0.85,
0.85,
0.9,
0.9,
0.95,
0.95,
1,
1,
1,
1.02439,
1.02439};
Double_t h5_fy7[47] = {
0,
0,
0,
8.630173e-06,
8.630173e-06,
8.630173e-06,
8.630173e-06,
8.630173e-06,
8.630173e-06,
3.789762,
3.789762,
71.12063,
71.12063,
211.4394,
211.4394,
857.7007,
857.7007,
1798.534,
1798.534,
3099.609,
3099.609,
4425.901,
4425.901,
5601.584,
5601.584,
6533.687,
6533.687,
6910.208,
6910.208,
6392.171,
6392.171,
5777.193,
5777.193,
5020.919,
5020.919,
5207.834,
5207.834,
6798.159,
6798.159,
13033.98,
13033.98,
27939.27,
27939.27,
0,
0,
0,
0};
TGraph *graph = new TGraph(47,h5_fx7,h5_fy7);
graph->SetName("h5");
graph->SetTitle("Projection of ");
Int_t ci; // for color index setting
TColor *color; // for color definition with alpha
ci = TColor::GetColor("#3333ff");
graph->SetFillColor(ci);
ci = TColor::GetColor("#3333ff");
graph->SetLineColor(ci);
graph->SetLineWidth(2);
ci = TColor::GetColor("#3333ff");
graph->SetMarkerColor(ci);
graph->SetMarkerStyle(0);
TH1F *Graph_h57 = new TH1F("Graph_h57","Projection of ",100,-0.1292683,1.129268);
Graph_h57->SetMinimum(0);
Graph_h57->SetMaximum(30733.2);
Graph_h57->SetDirectory(0);
Graph_h57->SetStats(0);
Graph_h57->SetLineWidth(2);
Graph_h57->SetMarkerStyle(0);
Graph_h57->GetXaxis()->SetTitle("#it{p}_{T}^{#it{#mu}} / #it{p}_{T}^{#it{#mu}-jet} ");
Graph_h57->GetXaxis()->SetRange(11,90);
Graph_h57->GetXaxis()->SetNdivisions(1005);
Graph_h57->GetXaxis()->SetLabelFont(132);
Graph_h57->GetXaxis()->SetLabelOffset(0.02);
Graph_h57->GetXaxis()->SetLabelSize(0.05);
Graph_h57->GetXaxis()->SetTitleSize(0.06);
Graph_h57->GetXaxis()->SetTitleFont(132);
Graph_h57->GetYaxis()->SetTitle("Events / (0.05)");
Graph_h57->GetYaxis()->SetLabelFont(132);
Graph_h57->GetYaxis()->SetLabelSize(0.05);
Graph_h57->GetYaxis()->SetTitleSize(0.06);
Graph_h57->GetYaxis()->SetTitleFont(132);
Graph_h57->GetZaxis()->SetLabelFont(132);
Graph_h57->GetZaxis()->SetLabelSize(0.05);
Graph_h57->GetZaxis()->SetTitleSize(0.06);
Graph_h57->GetZaxis()->SetTitleFont(132);
graph->SetHistogram(Graph_h57);
graph->Draw("f");
Double_t sumBkgPdf_totbkg_fitW_fx8[47] = {
-0.02439024,
-0.02439024,
0,
1.0201e-08,
0.04999999,
0.05000001,
0.09999999,
0.1,
0.15,
0.15,
0.2,
0.2,
0.25,
0.25,
0.3,
0.3,
0.35,
0.35,
0.4,
0.4,
0.45,
0.45,
0.5,
0.5,
0.55,
0.55,
0.6,
0.6,
0.65,
0.65,
0.7,
0.7,
0.75,
0.75,
0.8,
0.8,
0.85,
0.85,
0.9,
0.9,
0.95,
0.95,
1,
1,
1,
1.02439,
1.02439};
Double_t sumBkgPdf_totbkg_fitW_fy8[47] = {
0,
0,
0,
2.878569e-06,
2.878569e-06,
2.878569e-06,
2.878569e-06,
2.878569e-06,
2.878569e-06,
3.789757,
3.789757,
71.12063,
71.12063,
211.4394,
211.4394,
855.0132,
855.0132,
1794.513,
1794.513,
3088.88,
3088.88,
4399.772,
4399.772,
5568.272,
5568.272,
6460.972,
6460.972,
6790.725,
6790.725,
6142.168,
6142.168,
5333.208,
5333.208,
4062.953,
4062.953,
3103.771,
3103.771,
2394.858,
2394.858,
1734.507,
1734.507,
1650.883,
1650.883,
0,
0,
0,
0};
graph = new TGraph(47,sumBkgPdf_totbkg_fitW_fx8,sumBkgPdf_totbkg_fitW_fy8);
graph->SetName("sumBkgPdf_totbkg_fitW");
graph->SetTitle("Projection of ");
ci = TColor::GetColor("#ffff66");
graph->SetFillColor(ci);
ci = TColor::GetColor("#ffff66");
graph->SetLineColor(ci);
graph->SetLineWidth(2);
ci = TColor::GetColor("#ffff66");
graph->SetMarkerColor(ci);
graph->SetMarkerStyle(0);
TH1F *Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618 = new TH1F("Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618","Projection of ",100,-0.1292683,1.129268);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->SetMinimum(0);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->SetMaximum(7469.797);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->SetDirectory(0);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->SetStats(0);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->SetLineWidth(2);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->SetMarkerStyle(0);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetXaxis()->SetTitle("#it{p}_{T}^{#it{#mu}} / #it{p}_{T}^{#it{#mu}-jet} ");
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetXaxis()->SetRange(11,90);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetXaxis()->SetNdivisions(1005);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetXaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetXaxis()->SetLabelOffset(0.02);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetXaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetXaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetXaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetYaxis()->SetTitle("Events / (0.05)");
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetYaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetYaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetYaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetYaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetZaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetZaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetZaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetZaxis()->SetTitleFont(132);
graph->SetHistogram(Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618);
graph->Draw("f");
Double_t sumPdf_Norm[muminus_ISO_]_fx9[47] = {
-0.02439024,
-0.02439024,
0,
1.0201e-08,
0.04999999,
0.05000001,
0.09999999,
0.1,
0.15,
0.15,
0.2,
0.2,
0.25,
0.25,
0.3,
0.3,
0.35,
0.35,
0.4,
0.4,
0.45,
0.45,
0.5,
0.5,
0.55,
0.55,
0.6,
0.6,
0.65,
0.65,
0.7,
0.7,
0.75,
0.75,
0.8,
0.8,
0.85,
0.85,
0.9,
0.9,
0.95,
0.95,
1,
1,
1,
1.02439,
1.02439};
Double_t sumPdf_Norm[muminus_ISO_]_fy9[47] = {
0,
0,
0,
8.630165e-06,
8.630165e-06,
8.630165e-06,
8.630165e-06,
8.630165e-06,
8.630165e-06,
3.789756,
3.789756,
71.12054,
71.12054,
211.4391,
211.4391,
857.6998,
857.6998,
1798.532,
1798.532,
3099.606,
3099.606,
4425.897,
4425.897,
5601.578,
5601.578,
6533.68,
6533.68,
6910.201,
6910.201,
6392.164,
6392.164,
5777.187,
5777.187,
5020.914,
5020.914,
5207.829,
5207.829,
6798.152,
6798.152,
13033.97,
13033.97,
27939.24,
27939.24,
0,
0,
0,
0};
graph = new TGraph(47,sumPdf_Norm[muminus_ISO_]_fx9,sumPdf_Norm[muminus_ISO_]_fy9);
graph->SetName("sumPdf_Norm[muminus_ISO_]");
graph->SetTitle("Projection of ");
ci = TColor::GetColor("#ff0000");
graph->SetFillColor(ci);
graph->SetFillStyle(0);
ci = TColor::GetColor("#ff0000");
graph->SetLineColor(ci);
graph->SetLineWidth(2);
ci = TColor::GetColor("#ff0000");
graph->SetMarkerColor(ci);
graph->SetMarkerStyle(0);
TH1F *Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839 = new TH1F("Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839","Projection of ",100,-0.1292683,1.129268);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->SetMinimum(0);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->SetMaximum(30733.17);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->SetDirectory(0);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->SetStats(0);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->SetLineWidth(2);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->SetMarkerStyle(0);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetXaxis()->SetTitle("#it{p}_{T}^{#it{#mu}} / #it{p}_{T}^{#it{#mu}-jet} ");
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetXaxis()->SetRange(11,90);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetXaxis()->SetNdivisions(1005);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetXaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetXaxis()->SetLabelOffset(0.02);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetXaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetXaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetXaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetYaxis()->SetTitle("Events / (0.05)");
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetYaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetYaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetYaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetYaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetZaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetZaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetZaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetZaxis()->SetTitleFont(132);
graph->SetHistogram(Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839);
graph->Draw("");
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fx3006[20] = {
0.025,
0.075,
0.125,
0.175,
0.225,
0.275,
0.325,
0.375,
0.425,
0.475,
0.525,
0.575,
0.625,
0.675,
0.725,
0.775,
0.825,
0.875,
0.925,
0.975};
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fy3006[20] = {
0,
0,
9,
26,
118,
315,
881,
1812,
3086,
4575,
5856,
6537,
6824,
6348,
5662,
4769,
4941,
6726,
13179,
28019};
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_felx3006[20] = {
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025};
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fely3006[20] = {
0,
0,
2.943461,
5.066015,
10.37428,
17.25528,
29.18586,
42.07053,
55.05403,
67.14059,
76.02614,
80.35326,
82.10902,
79.17591,
74.74792,
68.55976,
69.79403,
81.51372,
114.3009,
166.8895};
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fehx3006[20] = {
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025};
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fehy3006[20] = {
1.147874,
1.147874,
4.110204,
6.164324,
11.37428,
18.25528,
30.18586,
43.07053,
56.05403,
68.14059,
77.02614,
81.35326,
83.10902,
80.17591,
75.74792,
69.55976,
70.79403,
82.51372,
115.3009,
167.8895};
grae = new TGraphAsymmErrors(20,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fx3006,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fy3006,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_felx3006,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fehx3006,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fely3006,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fehy3006);
grae->SetName("h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]");
grae->SetTitle("Histogram of combData_plot__muminus_ISO_");
grae->SetFillColor(1);
grae->SetFillStyle(0);
grae->SetLineWidth(2);
grae->SetMarkerStyle(20);
TH1F *Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006 = new TH1F("Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006","Histogram of combData_plot__muminus_ISO_",100,0,1.1);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->SetMinimum(0);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->SetMaximum(31005.58);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->SetDirectory(0);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->SetStats(0);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->SetLineWidth(2);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->SetMarkerStyle(0);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetXaxis()->SetTitle("#it{p}_{T}^{#it{#mu}} / #it{p}_{T}^{#it{#mu}-jet} ");
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetXaxis()->SetRange(1,91);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetXaxis()->SetNdivisions(1005);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetXaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetXaxis()->SetLabelOffset(0.02);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetXaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetXaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetXaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetYaxis()->SetTitle("Events / (0.05)");
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetYaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetYaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetYaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetYaxis()->SetTitleOffset(1.1);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetYaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetZaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetZaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetZaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006);
grae->Draw("e1p");
TLegend *leg = new TLegend(0.2,0.53,0.6,0.78,NULL,"brNDC");
leg->SetBorderSize(0);
leg->SetTextFont(132);
leg->SetLineColor(1);
leg->SetLineStyle(1);
leg->SetLineWidth(2);
leg->SetFillColor(10);
leg->SetFillStyle(0);
TLegendEntry *entry=leg->AddEntry("h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]","Data, #sqrt{s}=8 TeV","lep");
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(20);
entry->SetMarkerSize(1);
entry->SetTextFont(132);
entry=leg->AddEntry("h5","Electroweak","f");
ci = TColor::GetColor("#3333ff");
entry->SetFillColor(ci);
entry->SetFillStyle(1001);
ci = TColor::GetColor("#3333ff");
entry->SetLineColor(ci);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(132);
entry=leg->AddEntry("sumBkgPdf_totbkg_fitW","QCD","f");
ci = TColor::GetColor("#ffff66");
entry->SetFillColor(ci);
entry->SetFillStyle(1001);
ci = TColor::GetColor("#ffff66");
entry->SetLineColor(ci);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(132);
entry=leg->AddEntry("sumPdf_Norm[muminus_ISO_]","Fit","l");
ci = TColor::GetColor("#ff0000");
entry->SetLineColor(ci);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(132);
leg->Draw();
TPaveText *pt = new TPaveText(0.2,0.8,0.4,0.87,"brNDC");
pt->SetBorderSize(0);
pt->SetFillStyle(0);
pt->SetLineWidth(2);
pt->SetTextFont(132);
TText *AText = pt->AddText("LHCb");
pt->Draw();
TH1F *Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy = new TH1F("Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy","Histogram of combData_plot__muminus_ISO_",100,0,1.1);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->SetMinimum(0);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->SetMaximum(31005.58);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->SetDirectory(0);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->SetStats(0);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->SetLineWidth(2);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->SetMarkerStyle(0);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetXaxis()->SetTitle("#it{p}_{T}^{#it{#mu}} / #it{p}_{T}^{#it{#mu}-jet} ");
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetXaxis()->SetRange(1,91);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetXaxis()->SetNdivisions(1005);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetXaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetXaxis()->SetLabelOffset(0.02);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetXaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetXaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetXaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetYaxis()->SetTitle("Events / (0.05)");
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetYaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetYaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetYaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetYaxis()->SetTitleOffset(1.1);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetYaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetZaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetZaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetZaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetZaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->Draw("sameaxis");
upperPad->Modified();
default_Canvas->cd();
default_Canvas->Modified();
default_Canvas->cd();
default_Canvas->SetSelected(default_Canvas);
}
void plottingmacro_IVF()
{
double fa = 0.46502;
double fb = 0.53498;
bool debug_ = true;
// std::string path("Nov10thFall11Plots/");
// std::string path("Nov10Fall1160MTopSlimPlots/");
std::string path("Nov10Fall1160MTopIVFPlots_b/");
if(debug_)
std::cout << "Init the style form setTDRStyle" << std::endl;
setTDRStyle();
gStyle->SetErrorX(0.5);
gROOT->ForceStyle();
initOptions();
if(debug_)
std::cout << "Init the sample" << std::endl;
// std::vector<Sample> s = Nov10thDiJetPtUpdatedSlimHistos();
//std::vector<Sample> s = Nov10Fall1160MTopSlimHistos();
std::vector<Sample> s = Nov10Fall1160MTopIVFHistos();
Sample data(1,"fake data","S1.root",0,true,1000);
if(debug_)
std::cout << "Init the data sample" << std::endl;
for(size_t i=0;i< s.size();i++) if(s[i].data) {data=s[i];break;}
if(debug_)
std::cout << "Ls data sample" << std::endl;
data.file()->ls();
if(debug_)
std::cout << "Init the mc sample" << std::endl;
for(size_t i=0;i< s.size();i++) s[i].dump(1,fa,fb);
std::vector<std::string> names;
if(debug_)
std::cout << "Get List of Keys" << std::endl;
TList * subs = data.file()->GetListOfKeys();
for(size_t i=0;i< subs->GetSize();i++)
{
TString nn = subs->At(i)->GetName();
if( nn.Contains(TRegexp("Count*")) )
continue;
if(debug_)
std::cout << "Get List of Keys in subdirs" << std::endl;
TList * objs = ((TDirectoryFile *)data.file()->Get(subs->At(i)->GetName()))->GetListOfKeys();
for(size_t j=0;j< objs->GetSize();j++)
{
if(debug_)
std::cout << "Name = " << subs->At(i)->GetName()+std::string("/") + objs->At(j)->GetName() << std::endl;
names.push_back(subs->At(i)->GetName()+std::string("/") + objs->At(j)->GetName());
// std::cout << subs->At(i)->GetName() << "/" << objs->At(j)->GetName() << std::endl;
//TODO: select plots via regexp
}
}
if(debug_)
std::cout << "Starting plotting" << std::endl;
std::string process;
for(size_t i = 0 ; i < names.size() ; i++)
{
std::map<std::string,TH1F *> grouped;
TString n=names[i];
// if(!n.Contains(TRegexp("VlightRegionHZee/HiggsPtVlightRegionHZee"))) continue;
// if(!n.Contains(TRegexp("VlightRegionHZee/ZPtVlightRegionHZee"))) continue;
// if(!n.Contains(TRegexp("VlightRegionHZee"))) continue;
// if(!n.Contains(TRegexp("ZSVRegionZmmSV"))) continue;
// if(!n.Contains(TRegexp("ZSVRegionZeeSV"))) continue;
// if(!n.Contains(TRegexp("ZSVRegionZcombSV"))) continue;
// if(!n.Contains(TRegexp("ZSVPureRegionZcombSV"))) continue;
// if(!n.Contains(TRegexp("ZSVTTbarPureRegionZcombSV"))) continue;
if(!n.Contains(TRegexp("TTbarRegionZeeSVJets"))) continue;
if(n.Contains(TRegexp("RegionHZcomb")))
process = "Z(l^{+}l^{-})H(b#bar{b})";
if(n.Contains(TRegexp("RegionHZmm")))
process = "Z(#mu^{+}#mu^{-})H(b#bar{b})";
if(n.Contains(TRegexp("RegionHZee")))
process = "Z(e^{+}e^{-})H(b#bar{b})";
if(debug_)
std::cout << "Creating the Canvas" << std::endl;
TCanvas *c = new TCanvas();
c->SetLogy(false);
c->SetTitle(names[i].c_str());
if(debug_)
std::cout << "Creating histograms" << std::endl;
TH1F *hd = ((TH1F*)data.file()->Get(names[i].c_str()));
hd->Sumw2();
Options o=options[names[i]];
// hd->Rebin(o.rebin);
hd->SetMarkerStyle(20);
hd->GetXaxis()->SetLabelOffset(99);
hd->SetYTitle(o.yaxis.c_str());
double nbin = hd->GetNbinsX();
double min_bin = hd->GetXaxis()->GetXmin();
double max_bin = hd->GetXaxis()->GetXmax();
TH1F *hmc = new TH1F("hmc","hmc", nbin, min_bin, max_bin);
hmc->SetFillColor(kWhite);
hmc->Sumw2();
// hmc->Rebin(o.rebin);
if(debug_)
std::cout << "Creating the THStack and Legend" << std::endl;
THStack * sta = new THStack("sta",hd->GetTitle());
TLegend * l = new TLegend(o.legendx1,o.legendy1,o.legendx2,o.legendy2); //0.7,0.1,0.9,0.6);
l->SetFillColor(kWhite);
l->SetBorderSize(0);
l->SetTextFont(62);
l->SetTextSize(0.03);
if(debug_)
std::cout << "Adding data to the legend" << std::endl;
l->AddEntry(hd, "Data","P");
if(debug_)
std::cout << "Adding MC to the THStack" << std::endl;
//with the proper trigger eff
// double SF[] = {1.01,1.03,1.00};
// double SF[] = {1.03,1.054,1.032};
double SF[] = {1.0,1.0,1.0};
if(debug_){
for(int i = 0; i< 3; ++i)
std::cout << "SF [" << i << "] = " << SF[i] << std::endl;
}
double mcIntegral=0;
for(size_t j=0;j< s.size() ;j++)
{
if(!s[j].data)
{
if(debug_)
std::cout << "Creating TH1F from file " << s[j].name << std::endl;
TH1F * h = ((TH1F*)s[j].file()->Get(names[i].c_str()));
h->Sumw2();
if(debug_){
std::cout << "TH1F created from file " << s[j].name << std::endl;
std::cout << "Scaling : " << s[j].scale(data.lumi(),fa,fb) << std::endl;
std::cout << "Scaling with SF : " << s[j].scale(data.lumi(),fa,fb,SF) << std::endl;
std::cout << "Histo integral before scaling = " << h->Integral() << std::endl;
}
h->Scale(s[j].scale(data.lumi(),fa,fb,SF));
if(debug_){
std::cout << "Histo integral after scaling = " << h->Integral() << std::endl;
std::cout << "Managing style... " << std::endl;
}
h->SetLineWidth(1.);
h->SetFillColor(s[j].color);
h->SetLineColor(s[j].color);
// h->Rebin(options[names[i]].rebin);
if(debug_)
std::cout << "Cloning and update legend " << std::endl;
if(grouped.find(s[j].name) == grouped.end()){
l->AddEntry(h,s[j].name.c_str(),"F");
}
std::cout << "Sample : " << s[j].name << " - Integral for plot " << names[i] << " = " << h->Integral(-10000,10000) << std::endl;
mcIntegral += h->Integral();
sta->Add(h);
hmc->Add(h);
//TO FIX grouped map
// sovrascrive histo con lo stesso nome tipo VV o ST etc...
grouped[s[j].name]=(TH1F *)h->Clone(("_"+names[i]).c_str());
}
}
if(debug_){
std::cout << "Data total = " << hd->Integral() << std::endl;
std::cout << "MC = " << mcIntegral << std::endl;
std::cout << "Data/MC = " << hd->Integral()/mcIntegral << std::endl;
}
TPad * TopPad = new TPad("TopPad","Top Pad",0.,0.3,1.,1. ) ;
TPad * BtmPad = new TPad("BtmPad","Bottom Pad",0.,0.,1.,0.313 ) ;
TopPad->SetBottomMargin(0.02);
BtmPad->SetTopMargin(0.0);
BtmPad->SetFillStyle(4000);
TopPad->SetFillStyle(4000);
BtmPad->SetFillColor(0);
BtmPad->SetBottomMargin(0.35);
TopPad->Draw() ;
BtmPad->Draw() ;
std::cout << "hd maximum = " << hd->GetMaximum() << " sta maximum = " << sta->GetMaximum() << std::endl;
double maxY;
if(hd->GetMaximum() > sta->GetMaximum()) maxY = (hd->GetMaximum())*1.5;
else maxY = (sta->GetMaximum())*1.5;
TopPad->cd();
hd->Draw("E1X0");
sta->Draw("sameHIST");
hmc->Draw("sameE2");
hmc->SetFillColor(2);
hmc->SetMarkerSize(0);
hmc->SetFillStyle(3013);
hd->Draw("E1X0same");
l->Draw("same");
std::cout << "Set Maximum to = " << maxY << std::endl;
hd->GetYaxis()->SetRangeUser(0.,maxY);
hd->GetXaxis()->SetRangeUser(options[names[i]].min,options[names[i]].max);
BtmPad->cd();
std::cout << "Division" << std::endl;
TH1D * divisionErrorBand = (TH1D*)(hmc)->Clone("divisionErrorBand");
divisionErrorBand->Sumw2();
divisionErrorBand->Divide(hmc);
divisionErrorBand->Draw("E2");
divisionErrorBand->SetMaximum(2.49);
divisionErrorBand->SetMinimum(0);
divisionErrorBand->SetMarkerStyle(20);
divisionErrorBand->SetMarkerSize(0.55);
divisionErrorBand->GetXaxis()->SetTitleOffset(1.12);
divisionErrorBand->GetXaxis()->SetLabelSize(0.12);
divisionErrorBand->GetXaxis()->SetTitleSize(0.5);
divisionErrorBand->GetYaxis()->SetTitle("Data/MC");
divisionErrorBand->GetYaxis()->SetLabelSize(0.12);
divisionErrorBand->GetYaxis()->SetTitleSize(0.12);
divisionErrorBand->GetYaxis()->SetTitleOffset(0.40);
divisionErrorBand->GetYaxis()->SetNdivisions(505);
//divisionErrorBand->UseCurrentStyle();
divisionErrorBand->SetFillColor(2);
divisionErrorBand->SetFillStyle(3001);
divisionErrorBand->SetMarkerSize(0.);
TH1D * division = (TH1D*)(hd)->Clone("division");
division->Sumw2();
division->Divide(hmc);
// division->SetMaximum(2.5);
// division->SetMinimum(0);
// division->SetMarkerStyle(20);
// division->SetMarkerSize(0.55);
// division->GetXaxis()->SetLabelSize(0.12);
// division->GetXaxis()->SetTitleSize(0.14);
// division->GetYaxis()->SetLabelSize(0.10);
// division->GetYaxis()->SetTitleSize(0.10);
// division->GetYaxis()->SetTitle("Data/MC");
Double_t min = division->GetXaxis()->GetXmin();
Double_t max = division->GetXaxis()->GetXmax();
division->Draw("E1X0same");
TLine *line = new TLine(min, 1.0, max, 1.0);
line->SetLineColor(kRed);
line->Draw("same");
TLegend * leg3 =new TLegend(0.50,0.86,0.69,0.96);
leg3->AddEntry(divisionErrorBand,"MC uncert. (stat.)","f");
leg3->SetFillColor(0);
leg3->SetLineColor(0);
leg3->SetShadowColor(0);
leg3->SetTextFont(62);
leg3->SetTextSize(0.06);
leg3->Draw();
TPaveText *pave = new TPaveText(0.15,0.85,0.32,0.96,"brNDC");
pave->SetTextAlign(12);
pave->SetLineColor(0);
pave->SetFillColor(0);
pave->SetShadowColor(0);
//TText *text = pave->AddText(Form("#chi_{#nu}^{2} = %.3f, K_{s} = %.3f",histDt->Chi2Test(histCopyMC5,"UWCHI2/NDF"),histDt->KolmogorovTest(histCopyMC5))); // stat + sys
TText *text = pave->AddText(Form("#chi_{#nu}^{2} = %.3f, K_{s} = %.3f",hd->Chi2Test(hmc,"UWCHI2/NDF"),hd->KolmogorovTest(hmc))); // stat only
text->SetTextFont(62);
text->SetTextSize(0.08);
pave->Draw();
TopPad->cd();
TLatex latex;
latex.SetNDC();
latex.SetTextAlign(12);
latex.SetTextSize(0.052);
latex.DrawLatex(0.17,0.89,"CMS Preliminary");
latex.SetTextSize(0.04);
latex.DrawLatex(0.17,0.84,"#sqrt{s} = 7 TeV, L = 4.7 fb^{-1}");
// latex.DrawLatex(0.17,0.79,"Z(e^{+}e^{-})H(b#bar{b})");
latex.DrawLatex(0.17,0.79,process.c_str());
c->Update();
std::string cName= hd->GetName();
cName += "_bare.pdf";
cName = path+cName;
c->Print(cName.c_str(),"pdf");
// std::cout << names[i] << " d: " << hd->Integral() << " ";
// THStack * sta2 = new THStack("sta2",hd->GetTitle());
// float tot=0;
// float toterr2=0;
// if(debug_)
// std::cout << "Putting the iterator in the for loop" << std::endl;
// for(std::map<std::string,TH1F *>::reverse_iterator it=grouped.rbegin(); it!=grouped.rend();++it)
// {
// if(debug_)
// std::cout << "Using the iterator" << std::endl;
// std::cout << (*it).first << " " << (*it).second->Integral() << " | " << std::endl ;
// if((*it).second->GetEntries() > 0) {
// float er=1.*sqrt((*it).second->GetEntries())/(*it).second->GetEntries()*(*it).second->Integral();
// toterr2+=er*er;
// }
// tot+=(*it).second->Integral();
// sta2->Add(it->second);
// }
// std::cout << " Tot: " << tot << "+-" << sqrt(toterr2) << " SF: " << hd->Integral()/tot << std::endl;
// TCanvas *c2 = new TCanvas();
// c2->SetTitle(names[i].c_str());
// std::cout << "hd maximum = " << hd->GetMaximum() << " sta2 maximum = " << sta2->GetMaximum() << std::endl;
// if(hd->GetMaximum() > sta2->GetMaximum()) maxY = hd->GetBinContent(hd->GetMaximumBin()) * 1.5;
// else maxY = ( sta2->GetMaximum())*1.5;
// // hd->Draw("E1");
// sta2->Draw("PADSHIST");
// // hd->Draw("E1same");
// // l->Draw("same");
// std::cout << "Set Maximum to = " << maxY << std::endl;
// hd->GetYaxis()->SetRangeUser(0.,maxY);
// hd->GetXaxis()->SetRangeUser(options[names[i]].min,options[names[i]].max);
// c2->Update();
// std::string c2Name = hd->GetName();
// c2Name = path+c2Name;
// c2Name += "_norm.pdf";
// c2->Print(c2Name.c_str(),"pdf");
}
}
void RDK2AnalysisPlotter::makeEPPlot(CoDet detType)
{
gROOT->cd();
TCanvas* theCanvas;
TPad* mainPad;
TPad* titlePad;
TPad* pTPad;
TPad* eEPad;
TPad* pEPad;
TPad* pTPadSubs[3];
TPad* eEPadSubs[3];
TPad* pEPadSubs[3];
int numTitleLines=getTitleBoxLines( detType);
int canvasNumPixelsYPlot=600;
int canvasNumPixelsYPlots=3*canvasNumPixelsYPlot;
int canvasNumPixelsYTitle=40*numTitleLines;
int canvasNumPixelsY=canvasNumPixelsYPlots+canvasNumPixelsYTitle;
theCanvas = new TCanvas("EPExpMCAnalysisComparisonPlot","EPExpMCAnalysisComparisonPlot",10,10,1200,canvasNumPixelsY);
mainPad=(TPad*) theCanvas->GetPad(0);
double ylow,yhigh;
yhigh=1;
ylow=1.-canvasNumPixelsYTitle/(double)canvasNumPixelsY;
titlePad=new TPad("titlePad", "titlePad", 0., ylow, 1., yhigh, -1, 1, 1);
yhigh=1.-canvasNumPixelsYTitle/(double)canvasNumPixelsY;
ylow=1.-canvasNumPixelsYTitle/(double)canvasNumPixelsY-canvasNumPixelsYPlot/(double)canvasNumPixelsY;
pTPad=new TPad("pTPad", "pTPad", 0., ylow, 1., yhigh, -1, 1, 1);
yhigh=1.-canvasNumPixelsYTitle/(double)canvasNumPixelsY-canvasNumPixelsYPlot/(double)canvasNumPixelsY;
ylow=1.-canvasNumPixelsYTitle/(double)canvasNumPixelsY- 2*canvasNumPixelsYPlot/(double)canvasNumPixelsY;
eEPad=new TPad("eEPad", "eEPad", 0., ylow, 1., yhigh, -1, 1, 1);
yhigh=1.-canvasNumPixelsYTitle/(double)canvasNumPixelsY-2*canvasNumPixelsYPlot/(double)canvasNumPixelsY;
ylow=0;
pEPad=new TPad("pEPad", "pEPad", 0., ylow, 1., yhigh, -1, 1, 1);
titlePad->Draw();
pTPad->Draw();
eEPad->Draw();
pEPad->Draw();
// titlePad=(TPad*) theCanvas->GetPad(1);
// pTPad=(TPad*) theCanvas->GetPad(2);
// eEPad=(TPad*) theCanvas->GetPad(3);
// pEPad=(TPad*) theCanvas->GetPad(4);
titlePad->SetMargin(0.05,0.0,0.0,0.0);
pTPad->SetMargin(0.05,0.0,0.0,0.05);
pEPad->SetMargin(0.05,0.0,0.0,0.05);
eEPad->SetMargin(0.05,0.0,0.0,0.05);
if(numExp+numMC >1)
{
pTPad->Divide(2);
eEPad->Divide(2);
pEPad->Divide(2);
pTPadSubs[0]=(TPad*) pTPad->GetPad(1);
eEPadSubs[0]=(TPad*) eEPad->GetPad(1);
pEPadSubs[0]=(TPad*) pEPad->GetPad(1);
TPad* tempPad;
tempPad=(TPad*) pTPad->GetPad(2);
tempPad->Divide(1,2);
pTPadSubs[1]=(TPad*) tempPad->GetPad(1);
pTPadSubs[2]=(TPad*) tempPad->GetPad(2);
tempPad=(TPad*) pEPad->GetPad(2);
tempPad->Divide(1,2);
pEPadSubs[1]=(TPad*) tempPad->GetPad(1);
pEPadSubs[2]=(TPad*) tempPad->GetPad(2);
tempPad=(TPad*) eEPad->GetPad(2);
tempPad->Divide(1,2);
eEPadSubs[1]=(TPad*) tempPad->GetPad(1);
eEPadSubs[2]=(TPad*) tempPad->GetPad(2);
TPad* allBasePads[10]={titlePad,pTPadSubs[0],pTPadSubs[1],pTPadSubs[2],eEPadSubs[0],eEPadSubs[1],eEPadSubs[2],pEPadSubs[0],pEPadSubs[1],pEPadSubs[2]};
for (int i = 1;i< 10;i++)
{
allBasePads[i]->SetGrid(1,1);
allBasePads[i]->SetTickx(1);
allBasePads[i]->SetTicky(1);
}
pTPadSubs[0]->SetMargin(0.13,0.1,.1,0.1);
pEPadSubs[0]->SetMargin(0.13,0.1,.1,0.1);
eEPadSubs[0]->SetMargin(0.13,0.1,.1,0.1);
pTPadSubs[1]->SetMargin(0.1,0.1,.1,0.1);
pEPadSubs[1]->SetMargin(0.1,0.1,.1,0.1);
eEPadSubs[1]->SetMargin(0.1,0.1,.1,0.1);
pTPadSubs[2]->SetMargin(0.1,0.1,.1,0.1);
pEPadSubs[2]->SetMargin(0.1,0.1,.1,0.1);
eEPadSubs[2]->SetMargin(0.1,0.1,.1,0.1);
//Plot pT
pTPadSubs[0]->cd(); drawPlot(detType, PLOTVAR_PT,PLOT_COMP);
pTPadSubs[1]->cd(); drawPlot(detType, PLOTVAR_PT,PLOT_RESID);
pTPadSubs[2]->cd(); drawPlot(detType, PLOTVAR_PT,PLOT_NORMRESID);
//Plot eE
eEPadSubs[0]->cd(); drawPlot(detType, PLOTVAR_EE,PLOT_COMP);
eEPadSubs[1]->cd(); drawPlot(detType, PLOTVAR_EE,PLOT_RESID);
eEPadSubs[2]->cd(); drawPlot(detType, PLOTVAR_EE,PLOT_NORMRESID);
//Plot pE
pEPadSubs[0]->cd(); drawPlot(detType, PLOTVAR_PE,PLOT_COMP);
pEPadSubs[1]->cd(); drawPlot(detType, PLOTVAR_PE,PLOT_RESID);
pEPadSubs[2]->cd(); drawPlot(detType, PLOTVAR_PE,PLOT_NORMRESID);
}
else
{
TPad* allBasePads[4]={titlePad,pTPad,eEPad,pEPad};
for (int i = 1;i< 4;i++)
{
allBasePads[i]->SetGrid(1,1);
allBasePads[i]->SetTickx(1);
allBasePads[i]->SetTicky(1);
}
pTPad->SetMargin(0.13,0.1,.1,0.1);
pEPad->SetMargin(0.13,0.1,.1,0.1);
eEPad->SetMargin(0.13,0.1,.1,0.1);
pTPad->cd(); drawPlot(detType, PLOTVAR_PT,PLOT_COMP);
eEPad->cd(); drawPlot(detType, PLOTVAR_EE,PLOT_COMP);
pEPad->cd(); drawPlot(detType, PLOTVAR_PE,PLOT_COMP);
}
mainPad->SetFillColor(kGray);
///Make Title box
titlePad->cd();
titlePad->SetFillColor(kGray);
TPaveText* titleBox = makeTitleBox( detType);
titleBox->Draw();
TString coTypeString;
if(detType==DET_EP)
{
coTypeString="EP";
}
else if(detType==DET_EPG)
{
coTypeString="EPG";
}
else if(detType==DET_EPBG)
{
coTypeString="EPBG";
}
TString imagePath=GRAPHS_DIR;
imagePath+="layouts/PlotLayout";
if(numMC>0) imagePath+="_MC";
for (int i = 0;i< numMC;i++)
{
imagePath+=TString("_")+mc[i]->GetName();
}
if(numExp>0) imagePath+="_Exp";
for (int i = 0;i< numExp;i++)
{
imagePath+=TString("_")+exp[i]->GetName();
}
imagePath+="_"+coTypeString+"_EPPlots.pdf";
theCanvas->SaveAs(imagePath);
delete theCanvas;
clearPlotHists();
}
void CrossSectionRatio(TString inputFONLL="ROOTfiles/output_inclusiveDd0meson_5TeV_y1.root", TString input="ROOTfiles/hPtSpectrumDzeroPP.root", TString efficiency="test.root", TString inputprescales="prescalePP.root",int usePrescaleCorr=1,TString outputplot="myplot.root",int usePbPb=1,TString label="PbPb",double lumi=1.,Float_t centMin=0., Float_t centMax=100.)
{
gStyle->SetOptTitle(0);
gStyle->SetOptStat(0);
gStyle->SetEndErrorSize(0);
gStyle->SetMarkerStyle(20);
TFile* fileReference = new TFile(inputFONLL.Data());
TGraphAsymmErrors* gaeBplusReference = (TGraphAsymmErrors*)fileReference->Get("gaeSigmaDzero");
if (!(usePbPb==1||usePbPb==0)) std::cout<<"ERROR!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!, you are using a non valid isPbPb option"<<std::endl;
bool isPbPb=(bool)(usePbPb);
TFile* file = new TFile(input.Data());
TH1F* hYieldTriggerCorrected = (TH1F*)file->Get("hPt");
hYieldTriggerCorrected->SetName("hYieldTriggerCorrected");
TH1F* hYieldNoTriggerCorrected = (TH1F*)file->Get("hPt");
hYieldNoTriggerCorrected->SetName("hYieldNoTriggerCorrected");
TH1F* hYieldTriggerCorrectedFONLLnorm = (TH1F*)file->Get("hPt");
hYieldTriggerCorrectedFONLLnorm->SetName("hYieldTriggerCorrectedFONLLnorm");
TH1F* hDcandidatesTriggerCorrectedFONLLnorm = (TH1F*)file->Get("hDcandidates");
hDcandidatesTriggerCorrectedFONLLnorm->SetName("hDcandidatesTriggerCorrectedFONLLnorm");
TH1F* hYieldNoTriggerCorrectedFONLLnorm = (TH1F*)file->Get("hPt");
hYieldNoTriggerCorrectedFONLLnorm->SetName("hYieldNoTriggerCorrectedFONLLnorm");
TH1F* hDcandidatesNoTriggerCorrectedFONLLnorm = (TH1F*)file->Get("hDcandidates");
hDcandidatesNoTriggerCorrectedFONLLnorm->SetName("hDcandidatesNoTriggerCorrectedFONLLnorm");
TFile* fileeff = new TFile(efficiency.Data());
TH1F* hEff = (TH1F*)fileeff->Get("hEff");
TH1F* hfprompt = new TH1F("hfprompt","",nBins,ptBins);
TH1F*hPrescalesPtBins;
TH1F*hTriggerEfficiencyPtBins;
TH1F* hPtSigma = (TH1F*)hYieldTriggerCorrected->Clone("hPtSigma");
hPtSigma->Divide(hEff);
hPtSigma->Scale(1./(2*lumi*BRchain));
hPtSigma->SetName("hPtSigma");
/*
TH1F* hPtSigma = (TH1F*)file->Get("hPtSigma");
hPtSigma->Scale(1./lumi);
*/
hYieldTriggerCorrected->Scale(1./lumi);
hYieldNoTriggerCorrected->Scale(1./lumi);
hYieldTriggerCorrectedFONLLnorm->Scale(1./lumi);
hYieldNoTriggerCorrectedFONLLnorm->Scale(1./lumi);
hDcandidatesTriggerCorrectedFONLLnorm->Scale(1./lumi);
hDcandidatesNoTriggerCorrectedFONLLnorm->Scale(1./lumi);
for (int i=0;i<nBins;i++) {
double prompt=bFeedDownCorrection(hPtSigma->GetBinCenter(i+1),isPbPb,1);
hfprompt->SetBinContent(i+1,prompt);
hPtSigma->SetBinContent(i+1,hPtSigma->GetBinContent(i+1)*prompt);
hPtSigma->SetBinError(i+1,hPtSigma->GetBinError(i+1)*prompt);
std::cout<<"pt center="<<hPtSigma->GetBinCenter(i+1)<<", prompt fraction="<<prompt<<std::endl;
}
if (usePrescaleCorr==1){
TFile*fprescales=new TFile(inputprescales.Data());
hPrescalesPtBins=(TH1F*)fprescales->Get("hPrescalesPtBins");
hTriggerEfficiencyPtBins=(TH1F*)fprescales->Get("hTriggerEfficiencyPtBins");
for (int i=0;i<nBins;i++) {
hPtSigma->SetBinContent(i+1,hPtSigma->GetBinContent(i+1)/hPrescalesPtBins->GetBinContent(i+1)/hTriggerEfficiencyPtBins->GetBinContent(i+1));
hPtSigma->SetBinError(i+1,hPtSigma->GetBinError(i+1)/hPrescalesPtBins->GetBinContent(i+1)/hTriggerEfficiencyPtBins->GetBinContent(i+1));
hYieldTriggerCorrected->SetBinContent(i+1,hYieldTriggerCorrected->GetBinContent(i+1)/hPrescalesPtBins->GetBinContent(i+1)/hTriggerEfficiencyPtBins->GetBinContent(i+1));
hYieldTriggerCorrected->SetBinError(i+1,hYieldTriggerCorrected->GetBinError(i+1)/hPrescalesPtBins->GetBinContent(i+1)/hTriggerEfficiencyPtBins->GetBinContent(i+1));
hYieldNoTriggerCorrected->SetBinContent(i+1,hYieldNoTriggerCorrected->GetBinContent(i+1)/hPrescalesPtBins->GetBinContent(i+1));
hYieldNoTriggerCorrected->SetBinError(i+1,hYieldNoTriggerCorrected->GetBinError(i+1)/hPrescalesPtBins->GetBinContent(i+1));
hYieldTriggerCorrectedFONLLnorm->SetBinContent(i+1,hYieldTriggerCorrectedFONLLnorm->GetBinContent(i+1)/hPrescalesPtBins->GetBinContent(i+1)/hTriggerEfficiencyPtBins->GetBinContent(i+1));
hYieldTriggerCorrectedFONLLnorm->SetBinError(i+1,hYieldTriggerCorrectedFONLLnorm->GetBinError(i+1)/hPrescalesPtBins->GetBinContent(i+1)/hTriggerEfficiencyPtBins->GetBinContent(i+1));
hDcandidatesTriggerCorrectedFONLLnorm->SetBinContent(i+1,hDcandidatesTriggerCorrectedFONLLnorm->GetBinContent(i+1)/hPrescalesPtBins->GetBinContent(i+1)/hTriggerEfficiencyPtBins->GetBinContent(i+1));
hDcandidatesTriggerCorrectedFONLLnorm->SetBinError(i+1,hDcandidatesTriggerCorrectedFONLLnorm->GetBinError(i+1)/hPrescalesPtBins->GetBinContent(i+1)/hTriggerEfficiencyPtBins->GetBinContent(i+1));
hYieldNoTriggerCorrectedFONLLnorm->SetBinContent(i+1,hYieldNoTriggerCorrectedFONLLnorm->GetBinContent(i+1)/hPrescalesPtBins->GetBinContent(i+1));
hYieldNoTriggerCorrectedFONLLnorm->SetBinError(i+1,hYieldNoTriggerCorrectedFONLLnorm->GetBinError(i+1)/hPrescalesPtBins->GetBinContent(i+1));
hDcandidatesNoTriggerCorrectedFONLLnorm->SetBinContent(i+1,hDcandidatesNoTriggerCorrectedFONLLnorm->GetBinContent(i+1)/hPrescalesPtBins->GetBinContent(i+1));
hDcandidatesNoTriggerCorrectedFONLLnorm->SetBinError(i+1,hDcandidatesNoTriggerCorrectedFONLLnorm->GetBinError(i+1)/hPrescalesPtBins->GetBinContent(i+1));
}
}
Double_t xr[nBins], xrlow[nBins], xrhigh[nBins], ycross[nBins],ycrossstat[nBins],ycrosssysthigh[nBins],ycrosssystlow[nBins], yFONLL[nBins];
Double_t yratiocrossFONLL[nBins], yratiocrossFONLLstat[nBins], yratiocrossFONLLsysthigh[nBins], yratiocrossFONLLsystlow[nBins];
Double_t yFONLLrelunclow[nBins], yFONLLrelunchigh[nBins], yunity[nBins];
for(int i=0;i<nBins;i++)
{
gaeBplusReference->GetPoint(i,xr[i],yFONLL[i]);
xrlow[i] = gaeBplusReference->GetErrorXlow(i);
xrhigh[i] = gaeBplusReference->GetErrorXhigh(i);
ycross[i] = hPtSigma->GetBinContent(i+1);
ycrossstat[i] = hPtSigma->GetBinError(i+1);
double systematic=0.;
if (!isPbPb) systematic=0.01*systematicsPP(xr[i],0.);
else systematic=0.01*systematicsPbPb(xr[i],centMin,centMax,0.);
ycrosssysthigh[i]= hPtSigma->GetBinContent(i+1)*systematic;
ycrosssystlow[i]= hPtSigma->GetBinContent(i+1)*systematic;
yratiocrossFONLL[i] = ycross[i]/yFONLL[i];
yratiocrossFONLLstat[i] = ycrossstat[i]/yFONLL[i];
yratiocrossFONLLsysthigh[i] = ycrosssysthigh[i]/yFONLL[i];
yratiocrossFONLLsystlow[i] = ycrosssystlow[i]/yFONLL[i];
yFONLLrelunclow[i] = gaeBplusReference->GetErrorYlow(i)/yFONLL[i];
yFONLLrelunchigh[i] = gaeBplusReference->GetErrorYhigh(i)/yFONLL[i];
yunity[i] = yFONLL[i]/yFONLL[i];
hYieldTriggerCorrectedFONLLnorm->SetBinContent(i+1,hYieldTriggerCorrectedFONLLnorm->GetBinContent(i+1)/yFONLL[i]);
hYieldTriggerCorrectedFONLLnorm->SetBinError(i+1,hYieldTriggerCorrectedFONLLnorm->GetBinError(i+1)/yFONLL[i]);
hDcandidatesTriggerCorrectedFONLLnorm->SetBinContent(i+1,hDcandidatesTriggerCorrectedFONLLnorm->GetBinContent(i+1)/yFONLL[i]);
hDcandidatesTriggerCorrectedFONLLnorm->SetBinError(i+1,hDcandidatesTriggerCorrectedFONLLnorm->GetBinError(i+1)/yFONLL[i]);
hYieldNoTriggerCorrectedFONLLnorm->SetBinContent(i+1,hYieldNoTriggerCorrectedFONLLnorm->GetBinContent(i+1)/yFONLL[i]);
hYieldNoTriggerCorrectedFONLLnorm->SetBinError(i+1,hYieldNoTriggerCorrectedFONLLnorm->GetBinError(i+1)/yFONLL[i]);
hDcandidatesNoTriggerCorrectedFONLLnorm->SetBinContent(i+1,hDcandidatesNoTriggerCorrectedFONLLnorm->GetBinContent(i+1)/yFONLL[i]);
hDcandidatesNoTriggerCorrectedFONLLnorm->SetBinError(i+1,hDcandidatesNoTriggerCorrectedFONLLnorm->GetBinError(i+1)/yFONLL[i]);
}
TGraphAsymmErrors* gaeCrossSyst = new TGraphAsymmErrors(nBins,xr,ycross,xrlow,xrhigh,ycrosssystlow,ycrosssysthigh);
gaeCrossSyst->SetName("gaeCrossSyst");
gaeCrossSyst->SetMarkerStyle(20);
gaeCrossSyst->SetMarkerSize(0.8);
TGraphAsymmErrors* gaeRatioCrossFONLLstat = new TGraphAsymmErrors(nBins,xr,yratiocrossFONLL,xrlow,xrhigh,yratiocrossFONLLstat,yratiocrossFONLLstat);
gaeRatioCrossFONLLstat->SetName("gaeRatioCrossFONLLstat");
gaeRatioCrossFONLLstat->SetMarkerStyle(20);
gaeRatioCrossFONLLstat->SetMarkerSize(0.8);
TGraphAsymmErrors* gaeRatioCrossFONLLsyst= new TGraphAsymmErrors(nBins,xr,yratiocrossFONLL,xrlow,xrhigh,yratiocrossFONLLsystlow,yratiocrossFONLLsysthigh);
gaeRatioCrossFONLLsyst->SetName("gaeRatioCrossFONLLsyst");
gaeRatioCrossFONLLsyst->SetLineWidth(2);
gaeRatioCrossFONLLsyst->SetLineColor(1);
gaeRatioCrossFONLLsyst->SetFillColor(2);
gaeRatioCrossFONLLsyst->SetFillStyle(0);
TGraphAsymmErrors* gaeRatioCrossFONLLunity = new TGraphAsymmErrors(nBins,xr,yunity,xrlow,xrhigh,yFONLLrelunclow,yFONLLrelunchigh);
gaeRatioCrossFONLLunity->SetName("gaeRatioCrossFONLLunity");
gaeRatioCrossFONLLunity->SetLineWidth(2);
gaeRatioCrossFONLLunity->SetLineColor(2);
gaeRatioCrossFONLLunity->SetFillColor(2);
gaeRatioCrossFONLLunity->SetFillStyle(3002);
TCanvas* cSigma = new TCanvas("cSigma","",600,750);
cSigma->SetFrameBorderMode(0);
cSigma->SetFrameBorderMode(0);
cSigma->Range(-1.989924,-0.2917772,25.49622,2.212202);
cSigma->SetFillColor(0);
cSigma->SetBorderMode(0);
cSigma->SetBorderSize(2);
cSigma->SetLeftMargin(0.1451613);
cSigma->SetRightMargin(0.05443548);
cSigma->SetTopMargin(0.08474576);
cSigma->SetBottomMargin(0.1165254);
cSigma->SetFrameBorderMode(0);
cSigma->SetFrameBorderMode(0);
cSigma->cd();
TPad* pSigma = new TPad("pSigma","",0,0.25,1,1);
pSigma->SetFillColor(0);
pSigma->SetBorderMode(0);
pSigma->SetBorderSize(2);
pSigma->SetLeftMargin(0.1451613);
pSigma->SetRightMargin(0.05443548);
pSigma->SetTopMargin(0.08474576);
pSigma->SetBottomMargin(0);
pSigma->SetLogy();
pSigma->Draw();
pSigma->cd();
Float_t yaxisMin=1.1,yaxisMax=1.e+9;
if(label=="PPMB"||label=="PbPbMB")
{
yaxisMin=1.e+4;
yaxisMax=1.e+13;
}
TH2F* hemptySigma=new TH2F("hemptySigma","",50,ptBins[0]-5.,ptBins[nBins]+5.,10.,yaxisMin,yaxisMax);
hemptySigma->GetXaxis()->CenterTitle();
hemptySigma->GetYaxis()->CenterTitle();
hemptySigma->GetYaxis()->SetTitle("d#sigma / dp_{T}( pb GeV^{-1}c)");
if(isPbPb) hemptySigma->GetYaxis()->SetTitle("1/T_{AA} * dN / dp_{T}( pb GeV^{-1}c)");
hemptySigma->GetXaxis()->SetTitleOffset(1.);
hemptySigma->GetYaxis()->SetTitleOffset(1.3);
hemptySigma->GetXaxis()->SetTitleSize(0.045);
hemptySigma->GetYaxis()->SetTitleSize(0.045);
hemptySigma->GetXaxis()->SetTitleFont(42);
hemptySigma->GetYaxis()->SetTitleFont(42);
hemptySigma->GetXaxis()->SetLabelFont(42);
hemptySigma->GetYaxis()->SetLabelFont(42);
hemptySigma->GetXaxis()->SetLabelSize(0.04);
hemptySigma->GetYaxis()->SetLabelSize(0.04);
hemptySigma->SetMaximum(2);
hemptySigma->SetMinimum(0.);
hemptySigma->Draw();
gaeBplusReference->SetFillColor(2);
gaeBplusReference->SetFillStyle(3001);
gaeBplusReference->SetLineWidth(3);
gaeBplusReference->SetLineColor(2);
gaeBplusReference->Draw("5same");
hPtSigma->SetLineColor(1);
hPtSigma->SetLineWidth(2);
hPtSigma->Draw("epsame");
gaeCrossSyst->SetFillColor(1);
gaeCrossSyst->SetFillStyle(0);
gaeCrossSyst->SetLineWidth(2);
gaeCrossSyst->SetLineColor(1);
gaeCrossSyst->Draw("5same");
TLatex* texCms = new TLatex(0.16,0.95, "#scale[1.25]{CMS} Preliminary");
texCms->SetNDC();
texCms->SetTextAlign(12);
texCms->SetTextSize(0.04);
texCms->SetTextFont(42);
texCms->Draw();
TLatex* texCol = new TLatex(0.94,0.95, Form("%s #sqrt{s_{NN}} = 5.02 TeV",label.Data()));
texCol->SetNDC();
texCol->SetTextAlign(32);
texCol->SetTextSize(0.04);
texCol->SetTextFont(42);
texCol->Draw();
TString texper="%";
TLatex* texCent = new TLatex(0.53,0.815,Form("Centrality %.0f - %.0f%s",centMin,centMax,texper.Data()));
texCent->SetNDC();
texCent->SetTextFont(42);
texCent->SetTextSize(0.04);
if(isPbPb) texCent->Draw();
TLatex* texY = new TLatex(0.53,0.77,"|y| < 1.0");
texY->SetNDC();
texY->SetTextFont(42);
texY->SetTextSize(0.04);
texY->SetLineWidth(2);
texY->Draw();
TLegend* leg_CS = new TLegend(0.52,0.64,0.85,0.75);
leg_CS->SetBorderSize(0);
leg_CS->SetFillStyle(0);
leg_CS->AddEntry(hPtSigma,"data","pf");
leg_CS->AddEntry(gaeBplusReference,"FONLL pp ref.","f");
leg_CS->Draw("same");
/*
TLatex * tlatexlumi=new TLatex(0.671371,0.7801268,"L = 9.97 pb^{-1}");
tlatexlumi->SetNDC();
tlatexlumi->SetTextColor(1);
tlatexlumi->SetTextFont(42);
tlatexlumi->SetTextSize(0.045);
*/
cSigma->cd();
TPad* pRatio = new TPad("pRatio","",0,0,1,0.25);
pRatio->SetLeftMargin(0.1451613);
pRatio->SetRightMargin(0.05443548);
pRatio->SetTopMargin(0);
pRatio->SetBottomMargin(0.25);
pRatio->Draw();
pRatio->cd();
TH2F* hemptyRatio=new TH2F("hemptyRatio","",50,ptBins[0]-5.,ptBins[nBins]+5.,10.,0.,3.1);
hemptyRatio->GetXaxis()->SetTitle("p_{T} (GeV/c)");
hemptyRatio->GetYaxis()->CenterTitle();
hemptyRatio->GetYaxis()->SetTitle("Data / FONLL");
hemptyRatio->GetXaxis()->SetTitleOffset(0.9);
hemptyRatio->GetYaxis()->SetTitleOffset(0.5);
hemptyRatio->GetXaxis()->SetTitleSize(0.12);
hemptyRatio->GetYaxis()->SetTitleSize(0.12);
hemptyRatio->GetXaxis()->SetTitleFont(42);
hemptyRatio->GetYaxis()->SetTitleFont(42);
hemptyRatio->GetXaxis()->SetLabelFont(42);
hemptyRatio->GetYaxis()->SetLabelFont(42);
hemptyRatio->GetXaxis()->SetLabelSize(0.1);
hemptyRatio->GetYaxis()->SetLabelSize(0.1);
hemptyRatio->Draw();
TLine* l = new TLine(ptBins[0]-5.,1,ptBins[nBins]+5.,1);
l->SetLineWidth(1);
l->SetLineStyle(2);
gaeRatioCrossFONLLunity->Draw("5same");
gaeRatioCrossFONLLstat->Draw("epsame");
gaeRatioCrossFONLLsyst->Draw("5same");
l->Draw("same");
if(!isPbPb) cSigma->SaveAs(Form("plotCrossSection/canvasSigmaDzeroRatio%s.pdf",label.Data()));
else cSigma->SaveAs(Form("plotCrossSection/canvasSigmaDzeroRatio%s_%.0f_%.0f.pdf",label.Data(),centMin,centMax));
TCanvas* cEff = new TCanvas("cEff","",550,500);
TH2F* hemptyEff=new TH2F("hemptyEff","",50,0.,110.,10.,0,1.);
hemptyEff->GetXaxis()->CenterTitle();
hemptyEff->GetYaxis()->CenterTitle();
hemptyEff->GetYaxis()->SetTitle("#alpha x #epsilon_{reco} x #epsilon_{sel} ");
hemptyEff->GetXaxis()->SetTitle("p_{T} (GeV/c)");
hemptyEff->GetXaxis()->SetTitleOffset(0.9);
hemptyEff->GetYaxis()->SetTitleOffset(1.05);
hemptyEff->GetXaxis()->SetTitleSize(0.045);
hemptyEff->GetYaxis()->SetTitleSize(0.045);
hemptyEff->GetXaxis()->SetTitleFont(42);
hemptyEff->GetYaxis()->SetTitleFont(42);
hemptyEff->GetXaxis()->SetLabelFont(42);
hemptyEff->GetYaxis()->SetLabelFont(42);
hemptyEff->GetXaxis()->SetLabelSize(0.04);
hemptyEff->GetYaxis()->SetLabelSize(0.04);
hemptyEff->SetMaximum(2);
hemptyEff->SetMinimum(0.);
hemptyEff->Draw();
cEff->cd();
hemptyEff->Draw();
hEff->SetLineWidth(2);
hEff->SetLineColor(1);
hEff->Draw("same");
TString text;
TString sample;
if (label=="PbPb") { text="CMS Preliminary PbPb #sqrt{s}= 5.02 TeV"; sample="Pythia8+Hydjet MC simulation, prompt D^{0}";}
else {text="CMS Preliminary pp #sqrt{s}= 5.02 TeV"; sample="Pythia8 MC simulation, prompt D^{0}";}
TLatex * tlatexeff=new TLatex(0.1612903,0.8525793,text.Data());
tlatexeff->SetNDC();
tlatexeff->SetTextColor(1);
tlatexeff->SetTextFont(42);
tlatexeff->SetTextSize(0.04);
tlatexeff->Draw();
TLatex * tlatexeff2=new TLatex(0.1612903,0.7925793,sample.Data());
tlatexeff2->SetNDC();
tlatexeff2->SetTextColor(1);
tlatexeff2->SetTextFont(42);
tlatexeff2->SetTextSize(0.04);
tlatexeff2->Draw();
if(!isPbPb) cEff->SaveAs(Form("plotOthers/efficiency%s.pdf",label.Data()));
else cEff->SaveAs(Form("plotOthers/efficiency%s_%.0f_%.0f.pdf",label.Data(),centMin,centMax));
TCanvas* cFprompt = new TCanvas("cFprompt","",550,500);
TH2F* hemptyPrompt=new TH2F("hemptyPrompt","",50,0.,110.,10.,0,1.);
hemptyPrompt->GetXaxis()->CenterTitle();
hemptyPrompt->GetYaxis()->CenterTitle();
hemptyPrompt->GetYaxis()->SetTitle("f_{prompt}");
hemptyPrompt->GetXaxis()->SetTitle("p_{T} (GeV/c)");
hemptyPrompt->GetXaxis()->SetTitleOffset(0.9);
hemptyPrompt->GetYaxis()->SetTitleOffset(1.05);
hemptyPrompt->GetXaxis()->SetTitleSize(0.045);
hemptyPrompt->GetYaxis()->SetTitleSize(0.045);
hemptyPrompt->GetXaxis()->SetTitleFont(42);
hemptyPrompt->GetYaxis()->SetTitleFont(42);
hemptyPrompt->GetXaxis()->SetLabelFont(42);
hemptyPrompt->GetYaxis()->SetLabelFont(42);
hemptyPrompt->GetXaxis()->SetLabelSize(0.04);
hemptyPrompt->GetYaxis()->SetLabelSize(0.04);
hemptyPrompt->SetMaximum(2);
hemptyPrompt->SetMinimum(0.);
hemptyPrompt->Draw();
cFprompt->cd();
hemptyPrompt->Draw();
hfprompt->SetLineWidth(2);
hfprompt->SetLineColor(1);
hfprompt->Draw("same");
if(!isPbPb) cFprompt->SaveAs(Form("plotOthers/cFprompt%s.pdf",label.Data()));
else cFprompt->SaveAs(Form("plotOthers/cFprompt%s_%.0f_%.0f.pdf",label.Data(),centMin,centMax));
TFile *outputfile=new TFile(outputplot.Data(),"recreate");
outputfile->cd();
gaeCrossSyst->Write();
gaeRatioCrossFONLLstat->Write();
gaeBplusReference->Write();
hPtSigma->Write();
gaeRatioCrossFONLLstat->Write();
gaeRatioCrossFONLLsyst->Write();
gaeRatioCrossFONLLunity->Write();
hEff->Write();
hfprompt->Write();
hYieldTriggerCorrected->Write();
hYieldNoTriggerCorrected->Write();
hDcandidatesTriggerCorrectedFONLLnorm->Write();
hYieldTriggerCorrectedFONLLnorm->Write();
hDcandidatesNoTriggerCorrectedFONLLnorm->Write();
hYieldNoTriggerCorrectedFONLLnorm->Write();
if (usePrescaleCorr==1){
hPrescalesPtBins->Write();
hTriggerEfficiencyPtBins->Write();
}
}
// input: - Input file (result from TMVA),
// - normal/decorrelated/PCA
// - use of TMVA plotting TStyle
void variables( TString fin = "TMVA.root", TString dirName = "InputVariables_Id", TString title = "TMVA Input Variables",
Bool_t isRegression = kFALSE, Bool_t useTMVAStyle = kTRUE )
{
TString outfname = dirName;
outfname.ToLower(); outfname.ReplaceAll( "input", "" );
// set style and remove existing canvas'
TMVAGlob::Initialize( useTMVAStyle );
// obtain shorter histogram title
TString htitle = title;
htitle.ReplaceAll("variables ","variable");
htitle.ReplaceAll("and target(s)","");
htitle.ReplaceAll("(training sample)","");
// checks if file with name "fin" is already open, and if not opens one
TFile* file = TMVAGlob::OpenFile( fin );
TDirectory* dir = (TDirectory*)file->Get( dirName );
if (dir==0) {
cout << "No information about " << title << " available in directory " << dirName << " of file " << fin << endl;
return;
}
dir->cd();
// how many plots are in the directory?
Int_t noPlots = TMVAGlob::GetNumberOfInputVariables( dir ) +
TMVAGlob::GetNumberOfTargets( dir );
// define Canvas layout here!
// default setting
Int_t xPad; // no of plots in x
Int_t yPad; // no of plots in y
Int_t width; // size of canvas
Int_t height;
switch (noPlots) {
case 1:
xPad = 1; yPad = 1; width = 550; height = 0.90*width; break;
case 2:
xPad = 2; yPad = 1; width = 600; height = 0.50*width; break;
case 3:
xPad = 3; yPad = 1; width = 900; height = 0.4*width; break;
case 4:
xPad = 2; yPad = 2; width = 600; height = width; break;
default:
// xPad = 3; yPad = 2; width = 800; height = 0.55*width; break;
xPad = 1; yPad = 1; width = 550; height = 0.90*width; break;
}
Int_t noPadPerCanv = xPad * yPad ;
// counter variables
Int_t countCanvas = 0;
Int_t countPad = 0;
// loop over all objects in directory
TCanvas* canv = 0;
TKey* key = 0;
Bool_t createNewFig = kFALSE;
TIter next(dir->GetListOfKeys());
while ((key = (TKey*)next())) {
if (key->GetCycle() != 1) continue;
if (!TString(key->GetName()).Contains("__Signal") &&
!(isRegression && TString(key->GetName()).Contains("__Regression"))) continue;
// make sure, that we only look at histograms
TClass *cl = gROOT->GetClass(key->GetClassName());
if (!cl->InheritsFrom("TH1")) continue;
TH1 *sig = (TH1*)key->ReadObj();
TString hname(sig->GetName());
//normalize to 1
NormalizeHist(sig);
// create new canvas
if (countPad%noPadPerCanv==0) {
++countCanvas;
canv = new TCanvas( Form("canvas%d", countCanvas), title,
countCanvas*50+50, countCanvas*20, width, height );
canv->Divide(xPad,yPad);
canv->SetFillColor(kWhite);
canv->Draw();
}
TPad* cPad = (TPad*)canv->cd(countPad++%noPadPerCanv+1);
cPad->SetFillColor(kWhite);
// find the corredponding backgrouns histo
TString bgname = hname;
bgname.ReplaceAll("__Signal","__Background");
TH1 *bgd = (TH1*)dir->Get(bgname);
if (bgd == NULL) {
cout << "ERROR!!! couldn't find background histo for" << hname << endl;
exit;
}
//normalize to 1
NormalizeHist(bgd);
// this is set but not stored during plot creation in MVA_Factory
TMVAGlob::SetSignalAndBackgroundStyle( sig, (isRegression ? 0 : bgd) );
sig->SetTitle( TString( htitle ) + ": " + sig->GetTitle() );
TMVAGlob::SetFrameStyle( sig, 1.2 );
// normalise both signal and background
// if (!isRegression) TMVAGlob::NormalizeHists( sig, bgd );
// else {
// // change histogram title for target
// TString nme = sig->GetName();
// if (nme.Contains( "_target" )) {
// TString tit = sig->GetTitle();
// sig->SetTitle( tit.ReplaceAll("Input variable", "Regression target" ) );
// }
// }
sig->SetTitle( "" );
// finally plot and overlay
Float_t sc = 1.1;
if (countPad == 1) sc = 1.3;
sig->SetMaximum( TMath::Max( sig->GetMaximum(), bgd->GetMaximum() )*sc );
sig->Draw( "hist" );
cPad->SetLeftMargin( 0.17 );
sig->GetYaxis()->SetTitleOffset( 1.50 );
if (!isRegression) {
bgd->Draw("histsame");
TString ytit = TString("(1/N) ") + sig->GetYaxis()->GetTitle();
ytit = TString("Fraction of Events");
sig->GetYaxis()->SetTitle( ytit ); // histograms are normalised
}
if (countPad == 1) sig->GetXaxis()->SetTitle("Leading Lepton p_{T} [GeV/c]");
if (countPad == 2) sig->GetXaxis()->SetTitle("Trailing Lepton p_{T} [GeV/c]");
if (countPad == 3) sig->GetXaxis()->SetTitle("#Delta#phi(l,l)");
if (countPad == 4) sig->GetXaxis()->SetTitle("#Delta R(l,l)");
if (countPad == 5) sig->GetXaxis()->SetTitle("Dilepton Mass [GeV/c^{2}]");
if (countPad == 6) sig->GetXaxis()->SetTitle("Dilepton Flavor Final State");
if (countPad == 7) sig->GetXaxis()->SetTitle("M_{T} (Higgs) [GeV/c^{2}]");
if (countPad == 8) sig->GetXaxis()->SetTitle("#Delta#phi(Dilepton System, MET)");
if (countPad == 9) sig->GetXaxis()->SetTitle("#Delta#phi(Dilepton System, Jet)");
// Draw legend
// if (countPad == 1 && !isRegression) {
TLegend *legend= new TLegend( cPad->GetLeftMargin(),
1-cPad->GetTopMargin()-.15,
cPad->GetLeftMargin()+.4,
1-cPad->GetTopMargin() );
if(countPad == 1 || countPad == 2 ||countPad == 3 ||countPad == 4 ||countPad == 5 ||countPad == 7 ) {
legend= new TLegend( 0.50,
1-cPad->GetTopMargin()-.15,
0.90,
1-cPad->GetTopMargin() );
}
legend->SetFillStyle(0);
legend->AddEntry(sig,"Signal","F");
legend->AddEntry(bgd,"Background","F");
legend->SetBorderSize(0);
legend->SetMargin( 0.3 );
legend->SetTextSize( 0.03 );
legend->Draw("same");
// }
// redraw axes
sig->Draw("sameaxis");
// text for overflows
Int_t nbin = sig->GetNbinsX();
Double_t dxu = sig->GetBinWidth(0);
Double_t dxo = sig->GetBinWidth(nbin+1);
TString uoflow = "";
if (isRegression) {
uoflow = Form( "U/O-flow: %.1f%% / %.1f%%",
sig->GetBinContent(0)*dxu*100, sig->GetBinContent(nbin+1)*dxo*100 );
}
else {
uoflow = Form( "U/O-flow (S,B): (%.1f, %.1f)%% / (%.1f, %.1f)%%",
sig->GetBinContent(0)*dxu*100, bgd->GetBinContent(0)*dxu*100,
sig->GetBinContent(nbin+1)*dxo*100, bgd->GetBinContent(nbin+1)*dxo*100 );
}
TText* t = new TText( 0.98, 0.14, uoflow );
t->SetNDC();
t->SetTextSize( 0.040 );
t->SetTextAngle( 90 );
// t->AppendPad();
// save canvas to file
if (countPad%noPadPerCanv==0) {
TString fname = Form( "plots/%s_c%i", outfname.Data(), countCanvas );
TMVAGlob::plot_logo();
TMVAGlob::imgconv( canv, fname );
createNewFig = kFALSE;
}
else {
createNewFig = kTRUE;
}
}
if (createNewFig) {
TString fname = Form( "plots/%s_c%i", outfname.Data(), countCanvas );
TMVAGlob::plot_logo();
TMVAGlob::imgconv( canv, fname );
createNewFig = kFALSE;
}
return;
}
void GE11sEfficiencyScan(int RunNumber, string RunName, string path)
{
ifstream InGE11_IV_GIF, InGE11_IV, InGE11_V;
//string path = "/home/ramkrishna/TEMP/LogFiles_TB/LogFiles306To407";
string gif = path+"/Efficiency_LC1_"+std::to_string(RunNumber)+".log";
string IV = path+"/Efficiency_LC2_"+std::to_string(RunNumber)+".log";
string V = path+"/Efficiency_LC3_"+std::to_string(RunNumber)+".log";
cout<<"gif = "<<gif<<endl;
InGE11_IV_GIF.open(gif);
InGE11_IV.open(IV);
InGE11_V.open(V);
string rootFile = "Efficiency_Run"+std::to_string(RunNumber)+".root";
const char *CharrootFile = rootFile.c_str();
TFile *f = new TFile(CharrootFile,"RECREATE");
//TTree *tree = new TTree("Run306", "Detector info for Run 306");
TNtuple *GE11_IV_GIF = new TNtuple("GE11_IV_GIF","data from text file LC1","MeanPosOfSector:Efficiency:EfficiencyError:Nevents");
TNtuple *GE11_IV = new TNtuple("GE11_IV","data from text file LC2","MeanPosOfSector:Efficiency:EfficiencyError:Nevents");
TNtuple *GE11_V = new TNtuple("GE11_V","data from text file LC3","MeanPosOfSector:Efficiency:EfficiencyError:Nevents");
Int_t nlines = 0;
vector<double> GIF_MeanPosOfSector, GIF_Efficiency, GIF_EfficiencyError;
vector<unsigned int> GIF_Nevents;
unsigned int temp_Nevents;
double temp_MeanPosOfSector, temp_Efficiency, temp_EfficiencyError;
vector<double> IV_MeanPosOfSector, IV_Efficiency, IV_EfficiencyError;
vector<unsigned int> IV_Nevents;
vector<double> V_MeanPosOfSector, V_Efficiency, V_EfficiencyError;
vector<unsigned int> V_Nevents;
string NameOfDet, xRange;
while (1)
{
InGE11_IV_GIF >> NameOfDet >> xRange >> temp_MeanPosOfSector >> temp_Efficiency >> temp_EfficiencyError >> temp_Nevents;
if (!InGE11_IV_GIF.good()) break;
GIF_MeanPosOfSector.push_back(temp_MeanPosOfSector+(nlines*5));
GIF_Efficiency.push_back(temp_Efficiency);
GIF_EfficiencyError.push_back(temp_EfficiencyError);
GIF_Nevents.push_back(temp_Nevents);
GE11_IV_GIF->Fill(temp_MeanPosOfSector+(nlines*5),temp_Efficiency,temp_EfficiencyError,temp_Nevents);
nlines++;
if (nlines > 20)
{
cout<<"Check the input text file for run number "<< RunNumber << endl;
exit(EXIT_SUCCESS);
}
}
InGE11_IV_GIF.close();
nlines=0;
while (1)
{
InGE11_IV >> NameOfDet >> xRange >> temp_MeanPosOfSector >> temp_Efficiency >> temp_EfficiencyError >> temp_Nevents;
if (!InGE11_IV.good()) break;
IV_MeanPosOfSector.push_back(temp_MeanPosOfSector+(nlines*5));
IV_Efficiency.push_back(temp_Efficiency);
IV_EfficiencyError.push_back(temp_EfficiencyError);
IV_Nevents.push_back(temp_Nevents);
GE11_IV->Fill(temp_MeanPosOfSector+(nlines*5),temp_Efficiency,temp_EfficiencyError,temp_Nevents);
nlines++;
}
InGE11_IV.close();
nlines=0;
while (1)
{
InGE11_V >> NameOfDet >> xRange >> temp_MeanPosOfSector >> temp_Efficiency >> temp_EfficiencyError >> temp_Nevents;
if (!InGE11_V.good()) break;
V_MeanPosOfSector.push_back(temp_MeanPosOfSector+(nlines*5));
V_Efficiency.push_back(temp_Efficiency);
V_EfficiencyError.push_back(temp_EfficiencyError);
V_Nevents.push_back(temp_Nevents);
GE11_V->Fill(temp_MeanPosOfSector+(nlines*5),temp_Efficiency,temp_EfficiencyError,temp_Nevents);
nlines++;
}
InGE11_V.close();
string CanvasName = "RunNumber"+std::to_string(RunNumber);
const char * CharCanvasName = CanvasName.c_str();
TCanvas* c1 = new TCanvas(CharCanvasName,"Efficiency Scan Plot",200,10,700,500);
TPad *pad = new TPad("pad","",0,0,1,1);
//pad->SetFillColor(42);
pad->SetGrid();
pad->Draw();
pad->cd();
// draw a frame to define the range
TH1F *hr = pad->DrawFrame(0,-0.5,100,1.1);
hr->SetXTitle("Detector Position (mm)");
hr->SetYTitle("Efficiency");
//pad->GetFrame()->SetFillColor(21);
pad->GetFrame()->SetBorderSize(12);
// create first graph
TGraphErrors *gr_GIF = new TGraphErrors(V_Efficiency.size());
TGraphErrors *gr_IV = new TGraphErrors(V_Efficiency.size());
TGraphErrors *gr_V = new TGraphErrors(V_Efficiency.size());
for(unsigned int i=0;i<V_Efficiency.size();i++)
{
gr_GIF->SetPoint(i, GIF_MeanPosOfSector[i], GIF_Efficiency[i]);
gr_GIF->SetPointError(i,0, GIF_EfficiencyError[i]);
gr_IV->SetPoint(i, IV_MeanPosOfSector[i], IV_Efficiency[i]);
gr_IV->SetPointError(i,0, IV_EfficiencyError[i]);
gr_V->SetPoint(i, V_MeanPosOfSector[i], V_Efficiency[i]);
gr_V->SetPointError(i,0, V_EfficiencyError[i]);
}
gr_GIF->SetMarkerColor(kBlue);
gr_GIF->SetLineColor(kBlue);
gr_GIF->SetMarkerStyle(21);
gr_GIF->GetXaxis()->SetTitle("dist (mm)");
gr_GIF->GetYaxis()->SetTitle("Efficiency");
gr_GIF->GetYaxis()->SetRangeUser(0,1.2);
gr_GIF->SetTitle("Efficiency Scan");
gr_GIF->Draw("ACP");
gr_IV->SetMarkerColor(kGreen-6);
gr_IV->SetLineColor(kGreen);
gr_IV->SetMarkerStyle(21);
gr_IV->Draw("sameCP");
gr_V->SetMarkerColor(kBlack);
gr_V->SetLineColor(kBlack);
gr_V->SetMarkerStyle(21);
gr_V->Draw("sameCP");
//create a transparent pad drawn on top of the main pad
c1->cd();
TPad *overlay = new TPad("overlay","",0,0,1,1);
overlay->SetFillStyle(4000);
overlay->SetFillColor(0);
overlay->SetFrameFillStyle(4000);
overlay->Draw();
overlay->cd();
// create second graph
//TGraphErrors* gr_GIF_Num = new TGraphErrors("data_noerror.dat","%lg %lg");
TGraphErrors *gr_GIF_Num = new TGraphErrors(GIF_Nevents.size());
TGraphErrors *gr_IV_Num = new TGraphErrors(IV_Nevents.size());
TGraphErrors *gr_V_Num = new TGraphErrors(V_Nevents.size());
for(unsigned int i=0;i<V_MeanPosOfSector.size();i++)
{
gr_GIF_Num->SetPoint(i,GIF_MeanPosOfSector[i],GIF_Nevents[i]);
gr_IV_Num->SetPoint(i,IV_MeanPosOfSector[i],IV_Nevents[i]);
gr_V_Num->SetPoint(i,V_MeanPosOfSector[i],V_Nevents[i]);
}
gr_GIF_Num->SetMarkerColor(kBlue);
gr_GIF_Num->SetLineColor(kBlue);
gr_GIF_Num->SetLineStyle(2);
gr_GIF_Num->SetLineWidth(3);
gr_GIF_Num->SetMarkerStyle(22);
gr_GIF_Num->SetName("gr_GIF_Num");
gr_IV_Num->SetMarkerColor(kGreen-6);
gr_IV_Num->SetLineColor(kGreen);
gr_IV_Num->SetMarkerStyle(22);
gr_IV_Num->SetLineStyle(2);
gr_IV_Num->SetLineWidth(3);
gr_IV_Num->SetName("gr_IV_Num");
gr_V_Num->SetMarkerColor(kBlack);
gr_V_Num->SetLineColor(kBlack);
gr_V_Num->SetMarkerStyle(22);
gr_V_Num->SetLineStyle(2);
gr_V_Num->SetLineWidth(3);
gr_V_Num->SetName("gr_V_Num");
Double_t xmin = pad->GetUxmin();
Double_t ymin = 0;
Double_t xmax = pad->GetUxmax();
Double_t ymax = 1550;
TH1F *hframe = overlay->DrawFrame(xmin,ymin,xmax,ymax);
hframe->GetXaxis()->SetLabelOffset(99);
hframe->GetYaxis()->SetLabelOffset(99);
hframe->Draw("Y+");
gr_GIF_Num->Draw("CPY+");
gr_IV_Num->Draw("CPY+");
gr_V_Num->Draw("CPY+");
//Draw the Legend
TLegend *leg = new TLegend(0.10,0.732,0.40,0.90);
leg->AddEntry(gr_GIF,"GE11_IV_GIF eff","LPE");
leg->AddEntry(gr_IV,"GE11_IV eff","LPE");
leg->AddEntry(gr_V,"GE11_V eff","LPE");
leg->AddEntry(gr_GIF_Num,"No of events_GE11_IV_GIF","LPE");
leg->AddEntry(gr_IV_Num,"No of events_GE11_IV","LPE");
leg->AddEntry(gr_V_Num,"No of events_GE11_V","LPE");
leg->Draw("same");
const char *runnum = RunName.c_str();
TLatex *t2a = new TLatex(0.00,0.94, runnum );
t2a->SetNDC();
t2a->SetTextFont(42);
t2a->SetTextSize(0.033);
t2a->SetTextAlign(13);
t2a->Draw("same");
//Draw an axis on the right side
TGaxis *axis = new TGaxis(xmax,ymin,xmax, ymax,ymin,ymax,510,"+L");
axis->SetLineColor(kRed);
axis->SetLabelColor(kRed);
axis->SetTitle("Approx. No. of Events");
axis->Draw();
string OutputFileName = "GE11_Efficiency_Scan_"+std::to_string(RunNumber)+".pdf";
const char *CharOutputFileName = OutputFileName.c_str();
c1->SaveAs(CharOutputFileName);
c1->Write();
//tree->Write();
//tree->Write("", TObject::kOverwrite);
f->Write();
}
void makePlot(double canvasSizeX, double canvasSizeY,
TH1* histogramTTH,
TH1* histogramData,
TH1* histogramTT,
TH1* histogramTTV,
TH1* histogramEWK,
TH1* histogramRares,
TH1* histogramBgrSum,
TH1* histogramBgrUncertainty,
const std::string& xAxisTitle, double xAxisOffset,
bool useLogScale, double yMin, double yMax, const std::string& yAxisTitle, double yAxisOffset,
const std::string& outputFileName)
{
TH1* histogramTTH_density = 0;
if ( histogramTTH ) {
if ( histogramData ) checkCompatibleBinning(histogramTTH, histogramData);
histogramTTH_density = divideHistogramByBinWidth(histogramTTH);
}
TH1* histogramData_density = 0;
if ( histogramData ) {
histogramData_density = divideHistogramByBinWidth(histogramData);
}
TH1* histogramTT_density = 0;
if ( histogramTT ) {
if ( histogramData ) checkCompatibleBinning(histogramTT, histogramData);
histogramTT_density = divideHistogramByBinWidth(histogramTT);
}
TH1* histogramTTV_density = 0;
if ( histogramTTV ) {
if ( histogramData ) checkCompatibleBinning(histogramTTV, histogramData);
histogramTTV_density = divideHistogramByBinWidth(histogramTTV);
}
TH1* histogramEWK_density = 0;
if ( histogramEWK ) {
if ( histogramData ) checkCompatibleBinning(histogramEWK, histogramData);
histogramEWK_density = divideHistogramByBinWidth(histogramEWK);
}
TH1* histogramRares_density = 0;
if ( histogramRares ) {
if ( histogramData ) checkCompatibleBinning(histogramRares, histogramData);
histogramRares_density = divideHistogramByBinWidth(histogramRares);
}
TH1* histogramBgrSum_density = 0;
if ( histogramBgrSum ) {
if ( histogramData ) checkCompatibleBinning(histogramBgrSum, histogramData);
histogramBgrSum_density = divideHistogramByBinWidth(histogramBgrSum);
}
TH1* histogramBgrUncertainty_density = 0;
if ( histogramBgrUncertainty ) {
if ( histogramData ) checkCompatibleBinning(histogramBgrUncertainty, histogramData);
histogramBgrUncertainty_density = divideHistogramByBinWidth(histogramBgrUncertainty);
}
TCanvas* canvas = new TCanvas("canvas", "", canvasSizeX, canvasSizeY);
canvas->SetFillColor(10);
canvas->SetFillStyle(4000);
canvas->SetFillColor(10);
canvas->SetTicky();
canvas->SetBorderSize(2);
canvas->SetLeftMargin(0.12);
canvas->SetBottomMargin(0.12);
TPad* topPad = new TPad("topPad", "topPad", 0.00, 0.35, 1.00, 1.00);
topPad->SetFillColor(10);
topPad->SetTopMargin(0.065);
topPad->SetLeftMargin(0.15);
topPad->SetBottomMargin(0.03);
topPad->SetRightMargin(0.05);
topPad->SetLogy(useLogScale);
TPad* bottomPad = new TPad("bottomPad", "bottomPad", 0.00, 0.00, 1.00, 0.35);
bottomPad->SetFillColor(10);
bottomPad->SetTopMargin(0.02);
bottomPad->SetLeftMargin(0.15);
bottomPad->SetBottomMargin(0.31);
bottomPad->SetRightMargin(0.05);
bottomPad->SetLogy(false);
canvas->cd();
topPad->Draw();
topPad->cd();
TAxis* xAxis_top = histogramData_density->GetXaxis();
xAxis_top->SetTitle(xAxisTitle.data());
xAxis_top->SetTitleOffset(xAxisOffset);
xAxis_top->SetLabelColor(10);
xAxis_top->SetTitleColor(10);
TAxis* yAxis_top = histogramData_density->GetYaxis();
yAxis_top->SetTitle(yAxisTitle.data());
yAxis_top->SetTitleOffset(yAxisOffset);
yAxis_top->SetTitleSize(0.085);
yAxis_top->SetLabelSize(0.05);
yAxis_top->SetTickLength(0.04);
TLegend* legend = new TLegend(0.66, 0.45, 0.94, 0.92, NULL, "brNDC");
legend->SetFillStyle(0);
legend->SetBorderSize(0);
legend->SetFillColor(10);
legend->SetTextSize(0.055);
histogramData_density->SetTitle("");
histogramData_density->SetStats(false);
histogramData_density->SetMaximum(yMax);
histogramData_density->SetMinimum(yMin);
histogramData_density->SetMarkerStyle(20);
histogramData_density->SetMarkerSize(2);
histogramData_density->SetMarkerColor(kBlack);
histogramData_density->SetLineColor(kBlack);
legend->AddEntry(histogramData_density, "Observed", "p");
histogramData_density->Draw("ep");
legend->AddEntry(histogramTTH_density, "t#bar{t}H", "l");
histogramTT_density->SetTitle("");
histogramTT_density->SetStats(false);
histogramTT_density->SetMaximum(yMax);
histogramTT_density->SetMinimum(yMin);
histogramTT_density->SetFillColor(kMagenta - 10);
legend->AddEntry(histogramTT_density, "t#bar{t}+jets", "f");
histogramTTV_density->SetFillColor(kOrange - 4);
legend->AddEntry(histogramTTV_density, "t#bar{t}+V", "f");
histogramEWK_density->SetFillColor(kRed + 2);
legend->AddEntry(histogramEWK_density, "EWK", "f");
histogramRares_density->SetFillColor(kBlue - 8);
legend->AddEntry(histogramRares_density, "Rares", "f");
THStack* histogramStack_density = new THStack("stack", "");
histogramStack_density->Add(histogramRares_density);
histogramStack_density->Add(histogramEWK_density);
histogramStack_density->Add(histogramTTV_density);
histogramStack_density->Add(histogramTT_density);
histogramStack_density->Draw("histsame");
histogramBgrUncertainty_density->SetFillColor(kBlack);
histogramBgrUncertainty_density->SetFillStyle(3344);
histogramBgrUncertainty_density->Draw("e2same");
legend->AddEntry(histogramBgrUncertainty_density, "Uncertainty", "f");
histogramTTH_density->SetLineWidth(2);
histogramTTH_density->SetLineStyle(1);
histogramTTH_density->SetLineColor(kBlue);
histogramTTH_density->Draw("histsame");
histogramData_density->Draw("epsame");
histogramData_density->Draw("axissame");
legend->Draw();
addLabel_CMS_luminosity(0.2050, 0.9225, 0.6850);
canvas->cd();
bottomPad->Draw();
bottomPad->cd();
TH1* histogramRatio = (TH1*)histogramData->Clone("histogramRatio");
histogramRatio->Reset();
if ( !histogramRatio->GetSumw2N() ) histogramRatio->Sumw2();
checkCompatibleBinning(histogramRatio, histogramBgrSum);
histogramRatio->Divide(histogramData, histogramBgrSum);
int numBins_bottom = histogramRatio->GetNbinsX();
for ( int iBin = 1; iBin <= numBins_bottom; ++iBin ) {
double binContent = histogramRatio->GetBinContent(iBin);
if ( histogramData && histogramData->GetBinContent(iBin) >= 0. ) histogramRatio->SetBinContent(iBin, binContent - 1.0);
else histogramRatio->SetBinContent(iBin, -10.);
}
histogramRatio->SetTitle("");
histogramRatio->SetStats(false);
histogramRatio->SetMinimum(-0.50);
histogramRatio->SetMaximum(+0.50);
histogramRatio->SetMarkerStyle(histogramData_density->GetMarkerStyle());
histogramRatio->SetMarkerSize(histogramData_density->GetMarkerSize());
histogramRatio->SetMarkerColor(histogramData_density->GetMarkerColor());
histogramRatio->SetLineColor(histogramData_density->GetLineColor());
histogramRatio->Draw("ep");
TAxis* xAxis_bottom = histogramRatio->GetXaxis();
xAxis_bottom->SetTitle(xAxis_top->GetTitle());
xAxis_bottom->SetLabelColor(1);
xAxis_bottom->SetTitleColor(1);
xAxis_bottom->SetTitleOffset(1.20);
xAxis_bottom->SetTitleSize(0.13);
xAxis_bottom->SetLabelOffset(0.02);
xAxis_bottom->SetLabelSize(0.10);
xAxis_bottom->SetTickLength(0.055);
TAxis* yAxis_bottom = histogramRatio->GetYaxis();
yAxis_bottom->SetTitle("#frac{Data - Simulation}{Simulation}");
yAxis_bottom->SetTitleOffset(0.80);
yAxis_bottom->SetNdivisions(505);
yAxis_bottom->CenterTitle();
yAxis_bottom->SetTitleSize(0.09);
yAxis_bottom->SetLabelSize(0.10);
yAxis_bottom->SetTickLength(0.04);
TH1* histogramRatioUncertainty = (TH1*)histogramBgrUncertainty->Clone("histogramRatioUncertainty");
if ( !histogramRatioUncertainty->GetSumw2N() ) histogramRatioUncertainty->Sumw2();
checkCompatibleBinning(histogramRatioUncertainty, histogramBgrUncertainty);
histogramRatioUncertainty->Divide(histogramBgrSum);
int numBins = histogramRatioUncertainty->GetNbinsX();
for ( int iBin = 1; iBin <= numBins; ++iBin ) {
double binContent = histogramRatioUncertainty->GetBinContent(iBin);
histogramRatioUncertainty->SetBinContent(iBin, binContent - 1.0);
}
histogramRatioUncertainty->SetFillColor(histogramBgrUncertainty_density->GetFillColor());
//histogramRatioUncertainty->SetFillStyle(histogramBgrUncertainty_density->GetFillStyle());
histogramRatioUncertainty->SetFillStyle(3644);
TF1* line = new TF1("line","0", xAxis_bottom->GetXmin(), xAxis_bottom->GetXmax());
line->SetLineStyle(3);
line->SetLineWidth(1);
line->SetLineColor(kBlack);
line->Draw("same");
histogramRatioUncertainty->Draw("e2same");
histogramRatio->Draw("epsame");
canvas->Update();
size_t idx = outputFileName.find(".");
std::string outputFileName_plot(outputFileName, 0, idx);
if ( useLogScale ) outputFileName_plot.append("_log");
else outputFileName_plot.append("_linear");
if ( idx != std::string::npos ) canvas->Print(std::string(outputFileName_plot).append(std::string(outputFileName, idx)).data());
canvas->Print(std::string(outputFileName_plot).append(".png").data());
canvas->Print(std::string(outputFileName_plot).append(".pdf").data());
canvas->Print(std::string(outputFileName_plot).append(".root").data());
delete histogramTTH_density;
delete histogramData_density;
delete histogramTT_density;
delete histogramTTV_density;
delete histogramEWK_density;
delete histogramRares_density;
delete histogramBgrSum_density;
//delete histogramBgrUncertainty_density;
delete histogramStack_density;
delete legend;
delete topPad;
delete histogramRatio;
delete histogramRatioUncertainty;
delete line;
delete bottomPad;
delete canvas;
}
void plot(int mass) {
double myQCDRelUncert = 0.038;
double myEWKRelUncert = 0.131;
double myFakesRelUncert = 0.238;
double delta = 1.4;
double br = 0.05;
bool debug = false;
bool log = false;
double ymin = 0.001;
double ymax = 48;
static bool bMessage = false;
if (!bMessage) {
cout << "Values used as relative uncertainty (please check):" << endl;
cout << " QCD: " << myQCDRelUncert << endl;
cout << " EWK genuine tau: " << myEWKRelUncert << endl;
cout << " EWK fake tau: " << myFakesRelUncert << endl << endl;
bMessage = true;
}
cout << "Processing mass point: " << mass << " GeV/c2" << endl;
gStyle->SetOptFit(1);
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
gStyle->SetTitleFont(43, "xyz");
gStyle->SetTitleSize(33, "xyz");
gStyle->SetLabelFont(43, "xyz");
gStyle->SetLabelSize(27, "xyz");
//std::string infile = "EPS_data_nodeltaphi/hplus_100.root";
//std::string infile = "EPS_data_deltaphi160/hplus_100.root";
std::stringstream s;
s << "lands_histograms_hplushadronic_m" << mass << ".root";
std::string infile = s.str();
// Canvas
TCanvas *myCanvas = new TCanvas("myCanvas", "",0,0,600,600);
myCanvas->SetHighLightColor(2);
myCanvas->Range(0,0,1,1);
myCanvas->SetFillColor(0);
myCanvas->SetBorderMode(0);
myCanvas->SetBorderSize(2);
if (log)
myCanvas->SetLogy();
myCanvas->SetTickx(1);
myCanvas->SetTicky(1);
myCanvas->SetLeftMargin(0.16);
myCanvas->SetRightMargin(0.05);
myCanvas->SetTopMargin(0.05);
myCanvas->SetBottomMargin(0.08);
myCanvas->SetFrameFillStyle(0);
myCanvas->SetFrameBorderMode(0);
myCanvas->SetFrameFillStyle(0);
myCanvas->SetFrameBorderMode(0);
myCanvas->cd();
Int_t ci;
TFile* f = TFile::Open(infile.c_str());
s.str("");
s << "HW" << mass << "_1";
TH1* hw = (TH1*)f->Get(s.str().c_str());
s.str("");
s << "HH" << mass << "_1";
TH1* hh = (TH1*)f->Get(s.str().c_str());
TH1* data = (TH1*)f->Get("data_obs");
data->SetLineWidth(2);
data->SetMarkerStyle(20);
data->SetMarkerSize(1.2);
TH1* ewktau = (TH1*)f->Get("EWK_Tau");
ci = TColor::GetColor("#993399");
ewktau->SetFillColor(ci);
ewktau->SetLineWidth(0);
TH1* ewkDY = (TH1*)f->Get("EWK_DYx");
TH1* ewkVV = (TH1*)f->Get("EWK_VVx");
ewktau->Add(ewkDY);
ewktau->Add(ewkVV);
//TH1* qcd = (TH1*)f->Get("QCDInv");
TH1* qcd = (TH1*)f->Get("QCD");
ci = TColor::GetColor("#ffcc33");
qcd->SetFillColor(ci);
qcd->SetLineWidth(0);
TH1* fakett = (TH1*)f->Get("fake_tt");
ci = TColor::GetColor("#669900");
fakett->SetFillColor(ci);
fakett->SetLineWidth(0);
TH1* fakeW = (TH1*)f->Get("fake_W");
ci = TColor::GetColor("#cc3300");
fakeW->SetFillColor(ci);
fakeW->SetLineWidth(0);
TH1* faket = (TH1*)f->Get("fake_t");
TH1F *hFrame = new TH1F("hFrame","",20,0,400);
hFrame->SetMinimum(ymin);
if (log)
hFrame->SetMaximum(ymax*1.5);
else
hFrame->SetMaximum(ymax);
hFrame->SetDirectory(0);
hFrame->SetStats(0);
hFrame->SetLineStyle(0);
hFrame->SetMarkerStyle(20);
hFrame->SetXTitle("Transverse mass (#tau jet, E_{T}^{miss}), (GeV/c^{2})");
if (paperStatus)
hFrame->SetXTitle("Transverse mass (#tau_{h}, E_{T}^{miss}), (GeV/c^{2})");
hFrame->SetYTitle("Events / 20 GeV/c^{2}");
hFrame->GetXaxis()->SetTitleSize(0);
hFrame->GetXaxis()->SetLabelSize(0);
hFrame->GetYaxis()->SetTitleFont(43);
hFrame->GetYaxis()->SetTitleSize(27);
hFrame->GetYaxis()->SetTitleOffset(1.3);
// signal
hh->Scale(br*br);
hw->Scale(2*br*(1.0-br));
TH1* signal = (TH1*)hh->Clone();
signal->Add(hw);
ci = TColor::GetColor("#ff3399");
signal->SetLineColor(ci);
signal->SetLineStyle(2);
signal->SetLineWidth(2);
// Fakes
TH1* fakes = (TH1*)(fakett->Clone());
fakes->Add(fakeW);
fakes->Add(faket);
// stacked backgrounds
THStack *exp = new THStack();
exp->SetName("exp");
exp->SetTitle("exp");
exp->Add(fakes);
exp->Add(ewktau);
exp->Add(qcd);
exp->Add(signal);
TH1* hExpBkg = (TH1*)fakes->Clone();
hExpBkg->Add(ewktau);
hExpBkg->Add(qcd);
// uncertainty
TH1* uncert = (TH1*)fakeW->Clone();
uncert->Add(fakett);
uncert->Add(ewktau);
uncert->Add(qcd);
uncert->SetFillColor(1);
uncert->SetFillStyle(3344);
uncert->SetLineColor(0);
uncert->SetLineStyle(0);
uncert->SetLineWidth(0);
TH1* hExpBkgTotalUncert = (TH1*)uncert->Clone();
hExpBkgTotalUncert->SetFillStyle(3354);
TH1* hAgreement = (TH1*)data->Clone();
hAgreement->Divide(hExpBkg);
TGraphErrors* hAgreementRelUncert = new TGraphErrors(hAgreement->GetNbinsX());
hAgreementRelUncert->SetLineWidth(2);
hAgreementRelUncert->SetLineColor(kBlack);
for (int i = 1; i <= hFrame->GetNbinsX(); ++i) {
double myQCDTotalUncert = TMath::Power(qcd->GetBinError(i), 2)
+ TMath::Power(qcd->GetBinContent(i)*myQCDRelUncert, 2);
double myEWKTotalUncert = TMath::Power(ewktau->GetBinError(i), 2)
+ TMath::Power(ewktau->GetBinContent(i)*myEWKRelUncert, 2);
double myFakesTotalUncert = TMath::Power(fakes->GetBinError(i), 2)
+ TMath::Power(fakes->GetBinContent(i)*myFakesRelUncert, 2);
hExpBkgTotalUncert->SetBinError(i, TMath::Sqrt(myQCDTotalUncert + myEWKTotalUncert + myFakesTotalUncert));
if (hExpBkg->GetBinContent(i) > 0) {
hAgreementRelUncert->SetPoint(i-1, hExpBkg->GetBinCenter(i), data->GetBinContent(i) / hExpBkg->GetBinContent(i));
double myUncertData = 0;
if (data->GetBinContent(i) > 0)
myUncertData = TMath::Power(data->GetBinError(i) / data->GetBinContent(i), 2);
double myUncertBkg = (myQCDTotalUncert + myEWKTotalUncert + myFakesTotalUncert) / TMath::Power(hExpBkg->GetBinContent(i), 2);
hAgreementRelUncert->SetPointError(i-1, 0, data->GetBinContent(i) / hExpBkg->GetBinContent(i) * TMath::Sqrt(myUncertData + myUncertBkg));
} else {
hAgreementRelUncert->SetPoint(i-1, hExpBkg->GetBinCenter(i), 0);
hAgreementRelUncert->SetPointError(i-1, 0, 0);
}
if (debug) {
cout << "Point: " << hAgreementRelUncert->GetX()[i-1]-10 << "-" << hAgreementRelUncert->GetX()[i-1]+10
<< " GeV/c2, agreement: " << hAgreementRelUncert->GetY()[i-1] << ", uncert: " << hAgreement->GetBinError(i) << ", " << hAgreementRelUncert->GetErrorY(i-1) << endl;
cout << " bkg. stat. uncert. " << hExpBkg->GetBinError(i) << " (i.e. " << hExpBkg->GetBinError(i) / hExpBkg->GetBinContent(i) * 100.0 << " %)"
<< ", stat+syst uncert. " << TMath::Sqrt(myQCDTotalUncert + myEWKTotalUncert + myFakesTotalUncert)
<< " (i.e. " << TMath::Sqrt(myQCDTotalUncert + myEWKTotalUncert + myFakesTotalUncert) / hExpBkg->GetBinContent(i) * 100.0 << " %)" << endl;
}
}
// Agreement pad
TPad* pad = new TPad("ratiopad","ratiopad",0.,0.,1.,.3);
pad->Draw();
pad->cd();
pad->Range(0,0,1,1);
pad->SetFillColor(0);
pad->SetFillStyle(4000);
pad->SetBorderMode(0);
pad->SetBorderSize(2);
pad->SetTickx(1);
pad->SetTicky(1);
pad->SetLeftMargin(0.16);
pad->SetRightMargin(0.05);
pad->SetTopMargin(0);
pad->SetBottomMargin(0.34);
pad->SetFrameFillStyle(0);
pad->SetFrameBorderMode(0);
// Plot here ratio
if (1.0-delta > 0)
hAgreement->SetMinimum(1.0-delta);
else
hAgreement->SetMinimum(0.);
hAgreement->SetMaximum(1.0+delta);
hAgreement->GetXaxis()->SetLabelOffset(0.007);
hAgreement->GetXaxis()->SetLabelFont(43);
hAgreement->GetXaxis()->SetLabelSize(27);
hAgreement->GetYaxis()->SetLabelFont(43);
hAgreement->GetYaxis()->SetLabelSize(27);
hAgreement->GetYaxis()->SetLabelOffset(0.007);
hAgreement->GetYaxis()->SetNdivisions(505);
hAgreement->GetXaxis()->SetTitleFont(43);
hAgreement->GetYaxis()->SetTitleFont(43);
hAgreement->GetXaxis()->SetTitleSize(33);
hAgreement->GetYaxis()->SetTitleSize(33);
hAgreement->SetTitleSize(27, "xyz");
hAgreement->GetXaxis()->SetTitleOffset(3.2);
hAgreement->GetYaxis()->SetTitleOffset(1.3);
hAgreement->SetXTitle(hFrame->GetXaxis()->GetTitle());
hAgreement->SetYTitle("Data/#Sigmabkg");
hAgreement->Draw("e2");
// Plot line at zero
TH1* hAgreementLine = dynamic_cast<TH1*>(hAgreement->Clone());
for (int i = 1; i <= hAgreementLine->GetNbinsX(); ++i) {
hAgreementLine->SetBinContent(i,1.0);
hAgreementLine->SetBinError(i,0.0);
}
hAgreementLine->SetLineColor(kRed);
hAgreementLine->SetLineWidth(2);
hAgreementLine->SetLineStyle(3);
hAgreementLine->Draw("hist same");
hAgreement->Draw("same");
hAgreementRelUncert->Draw("[]");
pad->RedrawAxis();
myCanvas->cd();
TPad* plotpad = new TPad("plotpad", "plotpad",0,0.3,1.,1.);
plotpad->Draw();
plotpad->cd();
plotpad->Range(0,0,1,1);
plotpad->SetFillColor(0);
plotpad->SetFillStyle(4000);
plotpad->SetBorderMode(0);
plotpad->SetBorderSize(2);
//if (logy)
// plotpad->SetLogy();
plotpad->SetTickx(1);
plotpad->SetTicky(1);
plotpad->SetLeftMargin(0.16);
plotpad->SetRightMargin(0.05);
plotpad->SetTopMargin(0.065);
plotpad->SetBottomMargin(0.0);
plotpad->SetFrameFillStyle(0);
plotpad->SetFrameBorderMode(0);
hFrame->GetXaxis()->SetTitleSize(0);
hFrame->GetXaxis()->SetLabelSize(0);
hFrame->GetYaxis()->SetTitleFont(43);
hFrame->GetYaxis()->SetTitleSize(33);
hFrame->GetYaxis()->SetTitleOffset(1.3);
// Draw objects
hFrame->Draw();
exp->Draw("hist same");
uncert->Draw("E2 same");
hExpBkgTotalUncert->Draw("E2 same");
// Data
data->Draw("same");
//signal->Draw("same");
TLegend *leg = new TLegend(0.53,0.6,0.87,0.91,NULL,"brNDC");
leg->SetBorderSize(0);
leg->SetTextFont(63);
leg->SetTextSize(18);
leg->SetLineColor(1);
leg->SetLineStyle(1);
leg->SetLineWidth(1);
leg->SetFillColor(kWhite);
//leg->SetFillStyle(4000); // enabling this will cause the plot to be erased from the pad
TLegendEntry* entry = leg->AddEntry(data, "Data", "P");
s.str("");
s << "with H^{#pm}#rightarrow#tau^{#pm}#nu";
entry = leg->AddEntry(signal, s.str().c_str(), "L");
entry = leg->AddEntry(qcd, "QCD (meas.)", "F");
entry = leg->AddEntry(ewktau, "EWK genuine #tau (meas.)", "F");
entry = leg->AddEntry(fakes, "EWK fake #tau (MC)", "F");
entry = leg->AddEntry(uncert, "stat. uncert.", "F");
entry = leg->AddEntry(hExpBkgTotalUncert, "stat. #oplus syst. uncert.", "F");
leg->Draw();
string myTitle = "CMS Preliminary";
if (paperStatus)
myTitle = "CMS";
TLatex *tex = new TLatex(0.62,0.945,myTitle.c_str());
tex->SetNDC();
tex->SetTextFont(43);
tex->SetTextSize(27);
tex->SetLineWidth(2);
tex->Draw();
tex = new TLatex(0.2,0.945,"#sqrt{s} = 7 TeV");
tex->SetNDC();
tex->SetTextFont(43);
tex->SetTextSize(27);
tex->SetLineWidth(2);
tex->Draw();
tex = new TLatex(0.43,0.945,"2.2 fb^{-1}");
tex->SetNDC();
tex->SetTextFont(43);
tex->SetTextSize(27);
tex->SetLineWidth(2);
tex->Draw();
s.str("");
s << "m_{H^{#pm}} = " << mass << " GeV/c^{2}";
tex = new TLatex(0.28,0.865,s.str().c_str());
tex->SetNDC();
tex->SetTextFont(63);
tex->SetTextSize(20);
tex->SetLineWidth(2);
tex->Draw();
s.str("");
s << "BR(t#rightarrowbH^{#pm})=" << setprecision(2) << br;
tex = new TLatex(0.28,0.805,s.str().c_str());
tex->SetNDC();
tex->SetTextFont(63);
tex->SetTextSize(20);
tex->SetLineWidth(2);
tex->Draw();
plotpad->RedrawAxis();
plotpad->Modified();
s.str("");
s << "mT_datadriven_m" << mass << ".png";
myCanvas->Print(s.str().c_str());
s.str("");
s << "mT_datadriven_m" << mass << ".C";
myCanvas->Print(s.str().c_str());
s.str("");
s << "mT_datadriven_m" << mass << ".eps";
myCanvas->Print(s.str().c_str());
}
void DrawBoosted(TString VAR, float XMIN, float XMAX, int REBIN, TString XTITLE)
{
gROOT->ForceStyle();
const int N = 7;
float XSEC[N] = {1.74e+6,3.67e+5,2.94e+4,6.524e+03,1.064e+03,121.5,2.542e+01};
TString SAMPLE[N] = {
"QCD_HT200to300",
"QCD_HT300to500",
"QCD_HT500to700",
"QCD_HT700to1000",
"QCD_HT1000to1500",
"QCD_HT1500to2000",
"QCD_HT2000toInf"
};
TFile *inf[N];
TH1F *h0[N],*h1[N];
TH1F *hQCD0,*hQCD1;
TCanvas *can = new TCanvas("Boosted","Boosted",900,600);
can->cd(1);
can->SetBottomMargin(0.3);
//can->SetRightMargin(0.15);
for(int k=0;k<N;k++) {
inf[k] = TFile::Open("Histo_"+SAMPLE[k]+".root");
h0[k] = (TH1F*)inf[k]->Get("hadtopBoost/h_"+VAR+"_Cut_ctl");
h0[k]->Sumw2();
h0[k]->Rebin(REBIN);
h1[k] = (TH1F*)inf[k]->Get("hadtopBoost/h_"+VAR+"_Cut_sig");
h1[k]->Sumw2();
h1[k]->Rebin(REBIN);
h0[k]->Scale(XSEC[k]/((TH1F*)inf[k]->Get("hadtopBoost/TriggerPass"))->GetBinContent(1));
h1[k]->Scale(XSEC[k]/((TH1F*)inf[k]->Get("hadtopBoost/TriggerPass"))->GetBinContent(1));
cout<<SAMPLE[k]<<": "<<h0[k]->GetEntries()<<" "<<h0[k]->Integral()<<endl;
if (k == 0) {
hQCD0 = (TH1F*)h0[k]->Clone();
hQCD1 = (TH1F*)h1[k]->Clone();
}
if (k > 0) {
hQCD0->Add(h0[k]);
hQCD1->Add(h1[k]);
}
}
hQCD0->Scale(1/hQCD0->Integral());
hQCD1->Scale(1/hQCD1->Integral());
double max1 = TMath::Max(hQCD0->GetBinContent(hQCD0->GetMaximumBin()),hQCD1->GetBinContent(hQCD1->GetMaximumBin()));
hQCD0->SetMaximum(1.2*max1);
hQCD0->SetMinimum(1e-4);
hQCD0->GetXaxis()->SetLabelSize(0.0);
hQCD0->GetXaxis()->SetRangeUser(XMIN,XMAX);
hQCD0->Draw("HIST");
hQCD1->Draw("sameE");
TLegend *leg = new TLegend(0.6,0.7,0.9,0.9);
leg->SetHeader("QCD Closure");
leg->SetBorderSize(0);
leg->SetTextFont(42);
leg->SetTextSize(0.05);
leg->AddEntry(hQCD1,"Signal sample","P");
leg->AddEntry(hQCD0,"Control sample","F");
leg->Draw();
TH1F *hRatio = (TH1F*)hQCD1->Clone("Ratio");
hRatio->Divide(hQCD0);
hRatio->SetLineColor(kBlack);
hRatio->SetMarkerColor(kBlack);
TPad* pad = new TPad("pad", "pad", 0., 0., 1., 1.);
pad->SetTopMargin(0.7);
//pad->SetRightMargin(0.15);
pad->SetFillColor(0);
pad->SetFillStyle(0);
pad->Draw();
pad->cd(0);
gPad->SetGridy();
hRatio->GetXaxis()->SetTitle(XTITLE);
hRatio->GetXaxis()->SetRangeUser(XMIN,XMAX);
hRatio->GetYaxis()->SetNdivisions(505);
hRatio->GetYaxis()->SetRangeUser(0,2);
hRatio->GetYaxis()->SetLabelSize(0.04);
hRatio->Draw();
hRatio->Draw("same");
}
void AccTimesEff::Loop()
{
TStopwatch timer;
timer.Start();
// parameters /////////////////////////////////////////////////////////////
vector<TString> files;
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-500_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9999ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-750_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_10000ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-1000_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9998ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-1250_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9998ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-1500_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9997ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-1750_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9997ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-2000_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9999ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-2500_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9999ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-3000_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_10000ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-3500_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9898ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-4000_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9998ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-5000_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9966ev.root");
string outfileName = "accTimesEffHistos";
// output file formats
const bool saveSpec = 0;
const bool saveAsPdf = 0;
const bool saveAsPng = 1;
const bool saveAsRoot = 0;
TString plotDir = "./plots/";
int font = 42; //62
// selection cuts /////////////////////////////////////////////////////////
float elePtCut = 35.;
float muPtCut = 35.;
float minInvMass = 0.;
TH1::SetDefaultSumw2(kTRUE);
///////////////////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////
TH1F *hGenEvts = new TH1F("hGenEvts", "hGenEvts", 145, 0., 5010.);
hGenEvts->GetXaxis()->SetTitle("M_{Z'}^{truth}");
hGenEvts->GetXaxis()->SetTitleFont(font);
hGenEvts->GetXaxis()->SetLabelFont(font);
hGenEvts->GetYaxis()->SetTitle("Events");
hGenEvts->GetYaxis()->SetTitleFont(font);
hGenEvts->GetYaxis()->SetLabelFont(font);
hGenEvts->GetYaxis()->SetTitleOffset(1.2);
hGenEvts->SetLineColor(kBlack);
hGenEvts->SetLineWidth(2);
hGenEvts->SetMarkerStyle(20);
hGenEvts->SetMarkerColor(kBlack);
TH1F *hGenEvtsEleInAcc = (TH1F*)hGenEvts->Clone("hGenEvtsEleInAcc");
TH1F *hGenEvtsEleInAccEB = (TH1F*)hGenEvts->Clone("hGenEvtsEleInAccEB");
TH1F *hGenEvtsEleInAccEE = (TH1F*)hGenEvts->Clone("hGenEvtsEleInAccEE");
TH1F *hGenEvtsMuInAcc = (TH1F*)hGenEvts->Clone("hGenEvtsMuInAcc");
TH1F *hGenEvtsInAcc = (TH1F*)hGenEvts->Clone("hGenEvtsInAcc");
TH1F *hTrgEvts = (TH1F*)hGenEvts->Clone("hTrgEvts");
hTrgEvts->SetTitle("hTrgEvts");
TH1F *hRecoEvts = (TH1F*)hGenEvts->Clone("hRecoEvts");
hRecoEvts->SetTitle("hRecoEvts");
TH1F *hRecoEvtsEB = (TH1F*)hRecoEvts->Clone("hRecoEvtsEB");
TH1F *hRecoEvtsEE = (TH1F*)hRecoEvts->Clone("hRecoEvtsEE");
TH1F *hRecoEleEvts = (TH1F*)hRecoEvts->Clone("hRecoEleEvts");
TH1F *hRecoEleEvtsEB = (TH1F*)hRecoEvts->Clone("hRecoEleEvtsEB");
TH1F *hRecoEleEvtsEE = (TH1F*)hRecoEvts->Clone("hRecoEleEvtsEE");
TH1F *hRecoMuEvts = (TH1F*)hRecoEvts->Clone("hRecoMuEvts");
TH1F *hRecoNoTrgEvts = (TH1F*)hGenEvts->Clone("hRecoNoTrgEvts");
hRecoNoTrgEvts->SetTitle("hRecoNoTrgEvts");
TH1F *hRecoNoTrgEvtsEB = (TH1F*)hRecoNoTrgEvts->Clone("hRecoNoTrgEvtsEB");
TH1F *hRecoNoTrgEvtsEE = (TH1F*)hRecoNoTrgEvts->Clone("hRecoNoTrgEvtsEE");
TH1F *hRecoNoTrgEleEvts = (TH1F*)hRecoNoTrgEvts->Clone("hRecoNoTrgEleEvts");
TH1F *hRecoNoTrgEleEvtsEB = (TH1F*)hRecoNoTrgEvts->Clone("hRecoNoTrgEleEvtsEB");
TH1F *hRecoNoTrgEleEvtsEE = (TH1F*)hRecoNoTrgEvts->Clone("hRecoNoTrgEleEvtsEE");
TH1F *hRecoNoTrgMuEvts = (TH1F*)hRecoNoTrgEvts->Clone("hRecoNoTrgMuEvts");
TH1F* hAcc;
TH1F* hAccEle;
TH1F* hAccEleEB;
TH1F* hAccEleEE;
TH1F* hAccMu;
TH1F* hAccTimesTrgEff;
TH1F* hTrgEff;
TH1F* hAccTimesEff;
TH1F* hAccTimesEffEB;
TH1F* hAccTimesEffEE;
TH1F* hAccTimesEffEle;
TH1F* hAccTimesEffEleEB;
TH1F* hAccTimesEffEleEE;
TH1F* hAccTimesEffMu;
TH1F* hAccTimesEffNoTrg;
//TH1F* hAccTimesEffNoTrgEB;
//TH1F* hAccTimesEffNoTrgEE;
TH1F* hAccTimesEffNoTrgEle;
TH1F* hAccTimesEffNoTrgEleEB;
TH1F* hAccTimesEffNoTrgEleEE;
TH1F* hAccTimesEffNoTrgMu;
TH1F* hEffAftTrg;
TH1F* hEffAftTrgEle;
TH1F* hEffAftTrgEleEB;
TH1F* hEffAftTrgEleEE;
TH1F* hEffAftTrgMu;
TH1F* hTrgRecoVsReco;
//TH1F* hTrgRecoVsRecoEB;
//TH1F* hTrgRecoVsRecoEE;
TH1F* hTrgRecoVsRecoEle;
TH1F* hTrgRecoVsRecoEleEB;
TH1F* hTrgRecoVsRecoEleEE;
TH1F* hTrgRecoVsRecoMu;
// output file
stringstream ssOutfile;
ssOutfile << outfileName << ".root";
TFile *output = new TFile(ssOutfile.str().c_str(), "recreate");
///////////////////////////////////////////////////////////////////////////
//LOOP OVER FILES
///////////////////////////////////////////////////////////////////////////
for (unsigned int p = 0; p < files.size(); ++p) {
TFile* input = new TFile(files[p]);
TTree *thetree = (TTree*)input->Get("gsfcheckerjob/tree");
Init(thetree);
Long64_t nentries = fChain->GetEntriesFast();
cout << nentries << " events" << endl;
unsigned int evCounter = 0;
/////////////////////////////////////////////////////////////////////////////////////////////
//LOOP OVER EVENTS
/////////////////////////////////////////////////////////////////////////////////////////////
//nentries = 10000;
for (Long64_t jentry = 0; jentry < nentries; ++jentry) {
Long64_t ientry = LoadTree(jentry);
if (ientry < 0) break;
fChain->GetEntry(jentry);
// if (Cut(ientry) < 0) continue;
//if (jentry % 50000 == 0) cout << "Processing event " << jentry << endl;
thetree->GetEntry(jentry);
// fill the gen histograms
hGenEvts->Fill(genelemom_mass[0]);
// fill the acc histograms
if (hardGenEle_pt[0] > elePtCut) {
if (fabs(hardGenEle_eta[0]) < 1.442) {
hGenEvtsEleInAcc->Fill(genelemom_mass[0]);
hGenEvtsEleInAccEB->Fill(genelemom_mass[0]);
}
else if (fabs(hardGenEle_eta[0]) > 1.56 && fabs(hardGenEle_eta[0]) < 2.5) {
hGenEvtsEleInAcc->Fill(genelemom_mass[0]);
hGenEvtsEleInAccEE->Fill(genelemom_mass[0]);
}
}
if (hardGenMu_pt[0] > muPtCut && fabs(hardGenMu_eta[0]) < 2.4) {
hGenEvtsMuInAcc->Fill(genelemom_mass[0]);
if (fabs(hardGenEle_eta[0]) < 1.442 || (fabs(hardGenEle_eta[0]) > 1.56 && fabs(hardGenEle_eta[0]) < 2.5)) {
if (hardGenEle_pt[0] > elePtCut) hGenEvtsInAcc->Fill(genelemom_mass[0]);
}
}
// trigger?
if (HLT_Mu22_Photon22_CaloIdL) hTrgEvts->Fill(genelemom_mass[0]);
// at least one gsf electron and one muon above the threshold
if (gsf_size < 1 || muon_size < 1) continue;
vector<int> GSF_passHEEP;
vector<int> MU_passGOOD;
/////////////////////////////////////////////////////////////////////////////////////////////
//loop over electrons
for (int j = 0; j < gsf_size; ++j) {
//cleaning: fake electrons from muons
bool fakeEle = false;
for (int k = 0; k < muon_size; ++k) {
float DeltaR = deltaR(gsf_eta[j], gsf_phi[j], muon_eta[k], muon_phi[k]);
if (DeltaR < 0.1) {
fakeEle = true;
break;
}
}
if (fakeEle) continue;
if (PassHEEP(j)) GSF_passHEEP.push_back(j);
}
//loop over muons
for (int j = 0; j < muon_size; ++j) {
if (PassHighPtMu(j)) MU_passGOOD.push_back(j);
}
if (GSF_passHEEP.size() == 1) {
if (HLT_Mu22_Photon22_CaloIdL) {
hRecoEleEvts->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) < 1.5) hRecoEleEvtsEB->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) > 1.5) hRecoEleEvtsEE->Fill(genelemom_mass[0]);
}
hRecoNoTrgEleEvts->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) < 1.5) hRecoNoTrgEleEvtsEB->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) > 1.5) hRecoNoTrgEleEvtsEE->Fill(genelemom_mass[0]);
}
if (MU_passGOOD.size() == 1) {
if (HLT_Mu22_Photon22_CaloIdL) hRecoMuEvts->Fill(genelemom_mass[0]);
hRecoNoTrgMuEvts->Fill(genelemom_mass[0]);
}
// veto when there are more than one good candidates
if (GSF_passHEEP.size() != 1 || MU_passGOOD.size() != 1) continue;
//HEEP ele + GOOD muon
TLorentzVector ele1;
TLorentzVector mu1;
ele1.SetPtEtaPhiM(gsf_gsfet[GSF_passHEEP[0]], gsf_eta[GSF_passHEEP[0]], gsf_phi[GSF_passHEEP[0]], 0.000511);
mu1.SetPtEtaPhiM(muon_pt[MU_passGOOD[0]], muon_eta[MU_passGOOD[0]], muon_phi[MU_passGOOD[0]], 0.10566);
double invMass = (ele1 + mu1).M();
//MASS CUT
if (invMass < minInvMass) continue;
if (HLT_Mu22_Photon22_CaloIdL) {
hRecoEvts->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) < 1.5) hRecoEvtsEB->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) > 1.5) hRecoEvtsEE->Fill(genelemom_mass[0]);
}
hRecoNoTrgEvts->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) < 1.5) hRecoNoTrgEvtsEB->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) > 1.5) hRecoNoTrgEvtsEE->Fill(genelemom_mass[0]);
++evCounter;
///////////////////////////////////////////////////////////////////////
} //END LOOP OVER EVENTS
//////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////
} //END LOOP OVER FILES
//////////////////////////////////////////////////////////////////////////
hAcc = (TH1F*)hGenEvtsInAcc->Clone("hAcc");
hAccEle = (TH1F*)hGenEvtsEleInAcc->Clone("hAccEle");
hAccEleEB = (TH1F*)hGenEvtsEleInAccEB->Clone("hAccEleEB");
hAccEleEE = (TH1F*)hGenEvtsEleInAccEE->Clone("hAccEleEE");
hAccMu = (TH1F*)hGenEvtsMuInAcc->Clone("hAccMu");
hAccTimesTrgEff = (TH1F*)hTrgEvts->Clone("hAccTimesTrgEff");
hTrgEff = (TH1F*)hTrgEvts->Clone("hTrgEff");
hAccTimesEff = (TH1F*)hRecoEvts->Clone("hAccTimesEff");
hAccTimesEffEB = (TH1F*)hRecoEvtsEB->Clone("hAccTimesEffEB");
hAccTimesEffEE = (TH1F*)hRecoEvtsEE->Clone("hAccTimesEffEE");
hAccTimesEffEle = (TH1F*)hRecoEleEvts->Clone("hAccTimesEffEle");
hAccTimesEffEleEB = (TH1F*)hRecoEleEvtsEB->Clone("hAccTimesEffEleEB");
hAccTimesEffEleEE = (TH1F*)hRecoEleEvtsEE->Clone("hAccTimesEffEleEE");
hAccTimesEffMu = (TH1F*)hRecoMuEvts->Clone("hAccTimesEffMu");
hAccTimesEffNoTrg = (TH1F*)hRecoNoTrgEvts->Clone("hAccTimesEffNoTrg");
//hAccTimesEffNoTrgEB = (TH1F*)hRecoNoTrgEvtsEB->Clone("hAccTimesEffNoTrgEB");
//hAccTimesEffNoTrgEE = (TH1F*)hRecoNoTrgEvtsEE->Clone("hAccTimesEffNoTrgEE");
hAccTimesEffNoTrgEle = (TH1F*)hRecoNoTrgEleEvts->Clone("hAccTimesEffNoTrgEle");
hAccTimesEffNoTrgEleEB = (TH1F*)hRecoNoTrgEleEvtsEB->Clone("hAccTimesEffNoTrgEleEB");
hAccTimesEffNoTrgEleEE = (TH1F*)hRecoNoTrgEleEvtsEE->Clone("hAccTimesEffNoTrgEleEE");
hAccTimesEffNoTrgMu = (TH1F*)hRecoNoTrgMuEvts->Clone("hAccTimesEffNoTrgMu");
hEffAftTrg = (TH1F*)hRecoEvts->Clone("hAccTimesEff");
hEffAftTrgEle = (TH1F*)hRecoEleEvts->Clone("hAccTimesEffEle");
hEffAftTrgEleEB = (TH1F*)hRecoEleEvtsEB->Clone("hAccTimesEffEleEB");
hEffAftTrgEleEE = (TH1F*)hRecoEleEvtsEE->Clone("hAccTimesEffEleEE");
hEffAftTrgMu = (TH1F*)hRecoMuEvts->Clone("hAccTimesEffMu");
hTrgRecoVsReco = (TH1F*)hRecoEvts->Clone("hTrgRecoVsReco");
//hTrgRecoVsRecoEB = (TH1F*)hRecoEvtsEB->Clone("hTrgRecoVsRecoEB");
//hTrgRecoVsRecoEE = (TH1F*)hRecoEvtsEE->Clone("hTrgRecoVsRecoEE");
hTrgRecoVsRecoEle = (TH1F*)hRecoEleEvts->Clone("hTrgRecoVsRecoEle");
hTrgRecoVsRecoEleEB = (TH1F*)hRecoEleEvtsEB->Clone("hTrgRecoVsRecoEleEB");
hTrgRecoVsRecoEleEE = (TH1F*)hRecoEleEvtsEE->Clone("hTrgRecoVsRecoEleEE");
hTrgRecoVsRecoMu = (TH1F*)hRecoMuEvts->Clone("hTrgRecoVsRecoMu");
hAcc->Divide(hGenEvts);
hAccEle->Divide(hGenEvts);
hAccEleEB->Divide(hGenEvts);
hAccEleEE->Divide(hGenEvts);
hAccMu->Divide(hGenEvts);
hAccTimesTrgEff->Divide(hGenEvts);
hTrgEff->Divide(hGenEvtsInAcc);
hAccTimesEff->Divide(hGenEvts);
hAccTimesEffEB->Divide(hGenEvts);
hAccTimesEffEE->Divide(hGenEvts);
hAccTimesEffEle->Divide(hGenEvts);
hAccTimesEffEleEB->Divide(hGenEvts);
hAccTimesEffEleEE->Divide(hGenEvts);
hAccTimesEffMu->Divide(hGenEvts);
hAccTimesEffNoTrg->Divide(hGenEvts);
//hAccTimesEffNoTrgEB->Divide(hGenEvts);
//hAccTimesEffNoTrgEE->Divide(hGenEvts);
hAccTimesEffNoTrgEle->Divide(hGenEvts);
hAccTimesEffNoTrgEleEB->Divide(hGenEvts);
hAccTimesEffNoTrgEleEE->Divide(hGenEvts);
hAccTimesEffNoTrgMu->Divide(hGenEvts);
hEffAftTrg->Divide(hTrgEvts);
hEffAftTrgEle->Divide(hTrgEvts);
hEffAftTrgEleEB->Divide(hTrgEvts);
hEffAftTrgEleEE->Divide(hTrgEvts);
hEffAftTrgMu->Divide(hTrgEvts);
hTrgRecoVsReco->Divide(hRecoNoTrgEvts);
//hTrgRecoVsRecoEB->Divide(hRecoNoTrgEvtsEB);
//hTrgRecoVsRecoEE->Divide(hRecoNoTrgEvtsEE);
hTrgRecoVsRecoEle->Divide(hRecoNoTrgEleEvts);
hTrgRecoVsRecoEleEB->Divide(hRecoNoTrgEleEvtsEB);
hTrgRecoVsRecoEleEE->Divide(hRecoNoTrgEleEvtsEE);
hTrgRecoVsRecoMu->Divide(hRecoNoTrgMuEvts);
// plot
TCanvas *accTimesEffPlot = new TCanvas("accTimesEffPlot", "acc x eff", 100, 100, 600, 600);
TPad *accTimesEffPad = new TPad("accTimesEffPad", "acc x eff pad", 0., 0., 1., 1.);
accTimesEffPad->SetBottomMargin(0.12);
accTimesEffPad->SetBorderMode(0);
accTimesEffPad->SetBorderSize(2);
accTimesEffPad->SetFrameBorderMode(0);
accTimesEffPad->SetFillColor(0);
accTimesEffPad->SetFrameFillColor(0);
accTimesEffPad->SetLeftMargin(0.11);
accTimesEffPad->SetRightMargin(0.09);
accTimesEffPad->SetTopMargin(0.08);
accTimesEffPad->SetTickx(1);
accTimesEffPad->SetTicky(1);
accTimesEffPad->Draw();
accTimesEffPad->cd();
gStyle->SetTitleFont(font);
gStyle->SetLabelFont(font);
gStyle->SetLegendFont(font);
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
gStyle->SetOptFit(1111);
gStyle->SetTitleXOffset(1.);
gStyle->SetTitleYOffset(1.3);
gPad->SetTicks(1, 1);
gPad->SetGrid(1, 1);
TH1F* hAccTimesEff2 = (TH1F*)hAccTimesEff->Clone("hAccTimesEff2");
TF1 *fitFunc = new TF1("fitFunc", "[0] + [1]/ (x + [2]) + [3]*x", 10., 5010.);
//TF1 *fitFuncEB = new TF1("fitFuncEB", "[0] + [1]/ (x + [2])", 10., 5010.);
TF1 *fitFuncEB = new TF1("fitFuncEB", "[0] + [1]/ (x + [2]) + [3]*x", 10., 5010.);
TF1 *fitFuncEE = new TF1("fitFuncEE", "[0] + [1]/ (x*x + [2])", 10., 5010.);
fitFunc->SetLineColor(kBlue);
fitFuncEB->SetLineColor(kBlue);
fitFuncEE->SetLineColor(kBlue);
hAccTimesEff->Fit("fitFunc", "", "", 480., 5010.);
hAccTimesEffEB->Fit("fitFuncEB", "", "", 480., 5010.);
hAccTimesEffEE->Fit("fitFuncEE", "", "", 480., 5010.);
cout << "Chi^2 / NDF: " << fitFunc->GetChisquare() << " / " << fitFunc->GetNDF() << ", prob: " << fitFunc->GetProb() << endl;
cout << "Chi^2 / NDF EB: " << fitFuncEB->GetChisquare() << " / " << fitFuncEB->GetNDF() << ", prob: " << fitFuncEB->GetProb() << endl;
cout << "Chi^2 / NDF EE: " << fitFuncEE->GetChisquare() << " / " << fitFuncEE->GetNDF() << ", prob: " << fitFuncEE->GetProb() << endl;
hAccTimesEff->GetYaxis()->SetTitle("acc x eff");
hAccTimesEff->GetYaxis()->SetRangeUser(0., 1.);
hAccTimesEff->Draw();
TLatex *tex = new TLatex(0.22, 0.21, "P(M|p0,p1,p2,p3) = p0 + #frac{p1}{M+p2} + p3*M");
tex->SetNDC();
tex->SetTextFont(font);
tex->SetLineWidth(2);
tex->SetTextSize(0.03);
tex->Draw();
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
tex->DrawLatex(0.17, 0.85, "trg + electron + muon");
TCanvas *accTimesEffPlotEB = new TCanvas("accTimesEffPlotEB", "acc x eff, barrel electron + muon", 100, 100, 600, 600);
TPad *accTimesEffPadEB = (TPad*)accTimesEffPad->Clone("accTimesEffPadEB");
accTimesEffPadEB->Draw();
accTimesEffPadEB->cd();
hAccTimesEffEB->GetYaxis()->SetTitle("acc x eff");
hAccTimesEffEB->GetYaxis()->SetRangeUser(0., 1.);
hAccTimesEffEB->Draw();
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
//tex->DrawLatex(0.46, 0.21, "P(M|p0,p1,p2) = p0 + #frac{p1}{M+p2}");
tex->DrawLatex(0.22, 0.21, "P(M|p0,p1,p2,p3) = p0 + #frac{p1}{M+p2} + p3*M");
tex->DrawLatex(0.17, 0.85, "trg + barrel electron + muon");
TCanvas *accTimesEffPlotEE = new TCanvas("accTimesEffPlotEE", "acc x eff, endcap electron + muon", 100, 100, 600, 600);
TPad *accTimesEffPadEE = (TPad*)accTimesEffPad->Clone("accTimesEffPadEE");
accTimesEffPadEE->Draw();
accTimesEffPadEE->cd();
hAccTimesEffEE->GetYaxis()->SetTitle("acc x eff");
hAccTimesEffEE->GetYaxis()->SetRangeUser(0., 1.);
hAccTimesEffEE->Draw();
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
tex->DrawLatex(0.45, 0.38, "P(M|p0,p1,p2) = p0 + #frac{p1}{M^{2}+p2}");
tex->DrawLatex(0.17, 0.85, "trg + endcap electron + muon");
TCanvas *accTimesEffObjPlot = new TCanvas("accTimesEffObjPlot", "acc x eff, objects", 100, 100, 600, 600);
TPad *accTimesEffObjPad = (TPad*)accTimesEffPad->Clone("accTimesEffObjPad");
accTimesEffObjPad->Draw();
accTimesEffObjPad->cd();
hAccTimesEffEle->GetYaxis()->SetTitle("acc x eff");
hAccTimesEffEle->GetYaxis()->SetRangeUser(0., 1.);
hAccTimesEffEle->SetMarkerStyle(kFullSquare);
hAccTimesEffEle->SetMarkerColor(kViolet);
hAccTimesEffEle->SetLineColor(kViolet);
hAccTimesEffEle->Draw();
hAccTimesEffEleEB->SetMarkerStyle(kFullTriangleUp);
hAccTimesEffEleEB->SetMarkerColor(kRed);
hAccTimesEffEleEB->SetLineColor(kRed);
hAccTimesEffEleEB->Draw("same");
hAccTimesEffEleEE->SetMarkerStyle(kFullTriangleDown);
hAccTimesEffEleEE->SetMarkerColor(kBlue);
hAccTimesEffEleEE->SetLineColor(kBlue);
hAccTimesEffEleEE->Draw("same");
hAccTimesEffMu->SetMarkerStyle(34);
hAccTimesEffMu->SetMarkerColor(kGreen+1);
hAccTimesEffMu->SetLineColor(kGreen+1);
hAccTimesEffMu->Draw("same");
hAccTimesEff2->Draw("same");
TLegend* legend = new TLegend(0.592, 0.279, 0.881, 0.467);
legend->SetTextFont(font);
legend->SetTextSize(0.03);
legend->SetBorderSize(0);
legend->SetLineColor(1);
legend->SetLineStyle(1);
legend->SetLineWidth(1);
legend->SetFillColor(19);
legend->SetFillStyle(0);
legend->AddEntry(hAccTimesEff, "total acc x eff");
legend->AddEntry(hAccTimesEffMu, "muons");
legend->AddEntry(hAccTimesEffEle, "all electrons");
legend->AddEntry(hAccTimesEffEleEB, "barrel electrons");
legend->AddEntry(hAccTimesEffEleEE, "endcap electrons");
legend->Draw("same");
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
tex->DrawLatex(0.17, 0.85, "trg: HLT_Mu22_Photon22_CaloIdL");
// acc x eff with no trg applied
TCanvas *accTimesEffNoTrgObjPlot = new TCanvas("accTimesEffNoTrgObjPlot", "acc x eff, no trigger, objects", 100, 100, 600, 600);
TPad *accTimesEffNoTrgObjPad = (TPad*)accTimesEffPad->Clone("accTimesEffNoTrgObjPad");
accTimesEffNoTrgObjPad->Draw();
accTimesEffNoTrgObjPad->cd();
hAccTimesEffNoTrgEle->GetYaxis()->SetTitle("acc x eff");
hAccTimesEffNoTrgEle->GetYaxis()->SetRangeUser(0., 1.);
hAccTimesEffNoTrgEle->SetMarkerStyle(kFullSquare);
hAccTimesEffNoTrgEle->SetMarkerColor(kViolet);
hAccTimesEffNoTrgEle->SetLineColor(kViolet);
hAccTimesEffNoTrgEle->Draw();
hAccTimesEffNoTrgEleEB->SetMarkerStyle(kFullTriangleUp);
hAccTimesEffNoTrgEleEB->SetMarkerColor(kRed);
hAccTimesEffNoTrgEleEB->SetLineColor(kRed);
hAccTimesEffNoTrgEleEB->Draw("same");
hAccTimesEffNoTrgEleEE->SetMarkerStyle(kFullTriangleDown);
hAccTimesEffNoTrgEleEE->SetMarkerColor(kBlue);
hAccTimesEffNoTrgEleEE->SetLineColor(kBlue);
hAccTimesEffNoTrgEleEE->Draw("same");
hAccTimesEffNoTrgMu->SetMarkerStyle(34);
hAccTimesEffNoTrgMu->SetMarkerColor(kGreen+1);
hAccTimesEffNoTrgMu->SetLineColor(kGreen+1);
hAccTimesEffNoTrgMu->Draw("same");
hAccTimesEffNoTrg->Draw("same");
TLegend* accXeffNoTrg = (TLegend*)legend->Clone("effAftTrgLegend");
accXeffNoTrg->Clear();
accXeffNoTrg->AddEntry(hAccTimesEffNoTrg, "total acc x eff");
accXeffNoTrg->AddEntry(hAccTimesEffNoTrgMu, "muons");
accXeffNoTrg->AddEntry(hAccTimesEffNoTrgEle, "all electrons");
accXeffNoTrg->AddEntry(hAccTimesEffNoTrgEleEB, "barrel electrons");
accXeffNoTrg->AddEntry(hAccTimesEffNoTrgEleEE, "endcap electrons");
accXeffNoTrg->Draw("same");
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
tex->DrawLatex(0.17, 0.85, "trg: none");
// efficiency on triggered events
TCanvas *effAftTrgPlot = new TCanvas("effAftTrgPlot", "efficiency after trigger", 100, 100, 600, 600);
TPad *effAftTrgPad = (TPad*)accTimesEffPad->Clone("effAftTrgPad");
effAftTrgPad->Draw();
effAftTrgPad->cd();
hEffAftTrgEle->GetYaxis()->SetTitle("eff");
hEffAftTrgEle->GetYaxis()->SetRangeUser(0., 1.);
hEffAftTrgEle->SetMarkerStyle(kFullSquare);
hEffAftTrgEle->SetMarkerColor(kViolet);
hEffAftTrgEle->SetLineColor(kViolet);
hEffAftTrgEle->Draw();
hEffAftTrgEleEB->SetMarkerStyle(kFullTriangleUp);
hEffAftTrgEleEB->SetMarkerColor(kRed);
hEffAftTrgEleEB->SetLineColor(kRed);
hEffAftTrgEleEB->Draw("same");
hEffAftTrgEleEE->SetMarkerStyle(kFullTriangleDown);
hEffAftTrgEleEE->SetMarkerColor(kBlue);
hEffAftTrgEleEE->SetLineColor(kBlue);
hEffAftTrgEleEE->Draw("same");
hEffAftTrgMu->SetMarkerStyle(34);
hEffAftTrgMu->SetMarkerColor(kGreen+1);
hEffAftTrgMu->SetLineColor(kGreen+1);
hEffAftTrgMu->Draw("same");
hEffAftTrg->Draw("same");
TLegend* effAftTrgLegend = (TLegend*)legend->Clone("effAftTrgLegend");
effAftTrgLegend->Clear();
effAftTrgLegend->AddEntry(hEffAftTrg, "total eff after trigger");
effAftTrgLegend->AddEntry(hEffAftTrgMu, "muons");
effAftTrgLegend->AddEntry(hEffAftTrgEle, "all electrons");
effAftTrgLegend->AddEntry(hEffAftTrgEleEB, "barrel electrons");
effAftTrgLegend->AddEntry(hEffAftTrgEleEE, "endcap electrons");
effAftTrgLegend->Draw("same");
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
tex->DrawLatex(0.14, 0.15, "trg: HLT_Mu22_Photon22_CaloIdL");
// acceptance
TCanvas *accPlot = new TCanvas("accPlot", "acc", 100, 100, 600, 600);
TPad *accPad = (TPad*)accTimesEffPad->Clone("accPad");
accPad->Draw();
accPad->cd();
hAcc->GetYaxis()->SetTitle("acc");
hAcc->GetYaxis()->SetRangeUser(0., 1.);
hAccEle->SetMarkerStyle(kFullSquare);
hAccEle->SetMarkerColor(kViolet);
hAccEle->SetLineColor(kViolet);
hAccEle->Draw();
hAccEleEB->SetMarkerStyle(kFullTriangleUp);
hAccEleEB->SetMarkerColor(kRed);
hAccEleEB->SetLineColor(kRed);
hAccEleEB->Draw("same");
hAccEleEE->SetMarkerStyle(kFullTriangleDown);
hAccEleEE->SetMarkerColor(kBlue);
hAccEleEE->SetLineColor(kBlue);
hAccEleEE->Draw("same");
hAccMu->SetMarkerStyle(34);
hAccMu->SetMarkerColor(kGreen+1);
hAccMu->SetLineColor(kGreen+1);
hAccMu->Draw("same");
hAcc->Draw("same");
TLegend* accLegend = (TLegend*)legend->Clone("accLegend");
accLegend->Clear();
accLegend->AddEntry(hAcc, "total acceptance");
accLegend->AddEntry(hAccMu, "muons");
accLegend->AddEntry(hAccEle, "all electrons");
accLegend->AddEntry(hAccEleEB, "barrel electrons");
accLegend->AddEntry(hAccEleEE, "endcap electrons");
accLegend->Draw("same");
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
// reco with trg vs. reco
TCanvas *trgRecoVsRecoPlot = new TCanvas("trgRecoVsRecoPlot", "reco with trg vs. reco", 100, 100, 600, 600);
TPad *trgRecoVsRecoPad = (TPad*)accTimesEffPad->Clone("trgRecoVsRecoPad");
trgRecoVsRecoPad->Draw();
trgRecoVsRecoPad->cd();
hTrgRecoVsRecoEle->GetYaxis()->SetTitle("eff");
hTrgRecoVsRecoEle->GetYaxis()->SetRangeUser(0., 1.);
hTrgRecoVsRecoEle->SetMarkerStyle(kFullSquare);
hTrgRecoVsRecoEle->SetMarkerColor(kViolet);
hTrgRecoVsRecoEle->SetLineColor(kViolet);
hTrgRecoVsRecoEle->Draw();
//hTrgRecoVsRecoEleEB->SetMarkerStyle(kFullTriangleUp);
//hTrgRecoVsRecoEleEB->SetMarkerColor(kRed);
//hTrgRecoVsRecoEleEB->SetLineColor(kRed);
//hTrgRecoVsRecoEleEB->Draw("same");
//hTrgRecoVsRecoEleEE->SetMarkerStyle(kFullTriangleDown);
//hTrgRecoVsRecoEleEE->SetMarkerColor(kBlue);
//hTrgRecoVsRecoEleEE->SetLineColor(kBlue);
//hTrgRecoVsRecoEleEE->Draw("same");
hTrgRecoVsRecoMu->SetMarkerStyle(34);
hTrgRecoVsRecoMu->SetMarkerColor(kGreen+1);
hTrgRecoVsRecoMu->SetLineColor(kGreen+1);
hTrgRecoVsRecoMu->Draw("same");
hTrgRecoVsReco->Draw("same");
TLegend* trgRecoVsRecoLegend = (TLegend*)legend->Clone("trgRecoVsRecoLegend");
trgRecoVsRecoLegend->Clear();
trgRecoVsRecoLegend->AddEntry(hTrgRecoVsReco, "total");
trgRecoVsRecoLegend->AddEntry(hTrgRecoVsRecoMu, "muons");
trgRecoVsRecoLegend->AddEntry(hTrgRecoVsRecoEle, "electrons");
//trgRecoVsRecoLegend->AddEntry(hTrgRecoVsRecoEleEB, "barrel electrons");
//trgRecoVsRecoLegend->AddEntry(hTrgRecoVsRecoEleEE, "endcap electrons");
trgRecoVsRecoLegend->Draw("same");
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
TCanvas *accTimesTrgEffPlot = new TCanvas("accTimesTrgEffPlot", "acc x trigger eff", 100, 100, 600, 600);
TPad *accTimesTrgEffPad = (TPad*)accTimesEffPad->Clone("accTimesTrgEffPad");
accTimesTrgEffPad->Draw();
accTimesTrgEffPad->cd();
hAccTimesTrgEff->GetYaxis()->SetTitle("acc x trg eff");
hAccTimesTrgEff->GetYaxis()->SetRangeUser(0., 1.);
hAccTimesTrgEff->SetMarkerStyle(20);
hAccTimesTrgEff->SetMarkerColor(kCyan);
hAccTimesTrgEff->SetLineColor(kCyan);
hAccTimesTrgEff->Draw();
hTrgEff->SetMarkerStyle(21);
hTrgEff->SetMarkerColor(kMagenta);
hTrgEff->SetLineColor(kMagenta);
hTrgEff->Draw("same");
TLegend* trgLegend = (TLegend*)legend->Clone("trgLegend");
trgLegend->Clear();
trgLegend->AddEntry(hTrgEff, "trigger eff in acc");
trgLegend->AddEntry(hAccTimesTrgEff, "acc x trigger eff");
trgLegend->Draw("same");
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
// safe in various file formats
if (saveSpec) {
if (saveAsPdf) {
accTimesTrgEffPlot->Print(plotDir + accTimesTrgEffPlot->GetName() + ".pdf", "pdf");
accTimesEffPlot->Print(plotDir + accTimesEffPlot->GetName() + ".pdf", "pdf");
accTimesEffPlotEB->Print(plotDir + accTimesEffPlotEB->GetName() + ".pdf", "pdf");
accTimesEffPlotEE->Print(plotDir + accTimesEffPlotEE->GetName() + ".pdf", "pdf");
accTimesEffObjPlot->Print(plotDir + accTimesEffObjPlot->GetName() + ".pdf", "pdf");
accTimesEffNoTrgObjPlot->Print(plotDir + accTimesEffNoTrgObjPlot->GetName() + ".pdf", "pdf");
effAftTrgPlot->Print(plotDir + effAftTrgPlot->GetName() + ".pdf", "pdf");
trgRecoVsRecoPlot->Print(plotDir + trgRecoVsRecoPlot->GetName() + ".pdf", "pdf");
accPlot->Print(plotDir + accPlot->GetName() + ".pdf", "pdf");
}
if (saveAsPng) {
accTimesTrgEffPlot->Print(plotDir + accTimesTrgEffPlot->GetName() + ".png", "png");
accTimesEffPlot->Print(plotDir + accTimesEffPlot->GetName() + ".png", "png");
accTimesEffPlotEB->Print(plotDir + accTimesEffPlotEB->GetName() + ".png", "png");
accTimesEffPlotEE->Print(plotDir + accTimesEffPlotEE->GetName() + ".png", "png");
accTimesEffObjPlot->Print(plotDir + accTimesEffObjPlot->GetName() + ".png", "png");
accTimesEffNoTrgObjPlot->Print(plotDir + accTimesEffNoTrgObjPlot->GetName() + ".png", "png");
effAftTrgPlot->Print(plotDir + effAftTrgPlot->GetName() + ".png", "png");
trgRecoVsRecoPlot->Print(plotDir + trgRecoVsRecoPlot->GetName() + ".png", "png");
accPlot->Print(plotDir + accPlot->GetName() + ".png", "png");
}
if (saveAsRoot) {
accTimesTrgEffPlot->Print(plotDir + accTimesTrgEffPlot->GetName() + ".root", "root");
accTimesEffPlot->Print(plotDir + accTimesEffPlot->GetName() + ".root", "root");
accTimesEffPlotEB->Print(plotDir + accTimesEffPlotEB->GetName() + ".root", "root");
accTimesEffPlotEE->Print(plotDir + accTimesEffPlotEE->GetName() + ".root", "root");
accTimesEffObjPlot->Print(plotDir + accTimesEffObjPlot->GetName() + ".root", "root");
accTimesEffNoTrgObjPlot->Print(plotDir + accTimesEffNoTrgObjPlot->GetName() + ".root", "root");
effAftTrgPlot->Print(plotDir + effAftTrgPlot->GetName() + ".root", "root");
trgRecoVsRecoPlot->Print(plotDir + trgRecoVsRecoPlot->GetName() + ".root", "root");
accPlot->Print(plotDir + accPlot->GetName() + ".root", "root");
}
}
// write histos to file
output->cd();
hGenEvts->Write();
hGenEvtsEleInAcc->Write();
hGenEvtsEleInAccEB->Write();
hGenEvtsEleInAccEE->Write();
hGenEvtsMuInAcc->Write();
hGenEvtsInAcc->Write();
hTrgEvts->Write();
hRecoEvts->Write();
hRecoEvtsEB->Write();
hRecoEvtsEE->Write();
hRecoEleEvts->Write();
hRecoEleEvtsEB->Write();
hRecoEleEvtsEE->Write();
hRecoMuEvts->Write();
hAccEle->Write();
hAccEleEB->Write();
hAccEleEE->Write();
hAccMu->Write();
hAccTimesTrgEff->Write();
hTrgEff->Write();
hAccTimesEff->Write();
hAccTimesEffEB->Write();
hAccTimesEffEE->Write();
hAccTimesEffEle->Write();
hAccTimesEffEleEB->Write();
hAccTimesEffEleEE->Write();
hAccTimesEffMu->Write();
hEffAftTrg->Write();
hEffAftTrgEle->Write();
hEffAftTrgEleEB->Write();
hEffAftTrgEleEE->Write();
hEffAftTrgMu->Write();
fitFunc->Write();
fitFuncEB->Write();
fitFuncEE->Write();
output->Close();
timer.Stop();
timer.Print();
}
void zj_ptj_8TeV()
{
//=========Macro generated from canvas: default_Canvas/defaultCanvas
//========= (Thu Apr 28 10:19:34 2016) by ROOT version6.04/10
TCanvas *default_Canvas = new TCanvas("default_Canvas", "defaultCanvas",0,0,800,800);
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
default_Canvas->SetHighLightColor(2);
default_Canvas->Range(0,0,1,1);
default_Canvas->SetFillColor(0);
default_Canvas->SetBorderMode(0);
default_Canvas->SetBorderSize(2);
default_Canvas->SetTickx(1);
default_Canvas->SetTicky(1);
default_Canvas->SetLeftMargin(0.14);
default_Canvas->SetRightMargin(0.05);
default_Canvas->SetTopMargin(0.05);
default_Canvas->SetBottomMargin(0.16);
default_Canvas->SetFrameLineWidth(2);
default_Canvas->SetFrameBorderMode(0);
// ------------>Primitives in pad: bottomPad
TPad *bottomPad = new TPad("bottomPad", "bottomPad",0.005,0.05,0.995,0.995);
bottomPad->Draw();
bottomPad->cd();
bottomPad->Range(0,0,1,1);
bottomPad->SetFillColor(0);
bottomPad->SetFillStyle(4000);
bottomPad->SetBorderMode(0);
bottomPad->SetBorderSize(2);
bottomPad->SetTickx(1);
bottomPad->SetTicky(1);
bottomPad->SetLeftMargin(0.14);
bottomPad->SetRightMargin(0.05);
bottomPad->SetTopMargin(0.05);
bottomPad->SetBottomMargin(0.16);
bottomPad->SetFrameLineWidth(2);
bottomPad->SetFrameBorderMode(0);
bottomPad->Modified();
default_Canvas->cd();
// ------------>Primitives in pad: upperPad
TPad *upperPad = new TPad("upperPad", "upperPad",0.005,0.05,0.995,0.995);
upperPad->Draw();
upperPad->cd();
upperPad->Range(6.172839,-0.2132695,104.9383,0.4330016);
upperPad->SetFillColor(0);
upperPad->SetFillStyle(4000);
upperPad->SetBorderMode(0);
upperPad->SetBorderSize(2);
upperPad->SetTickx(1);
upperPad->SetTicky(1);
upperPad->SetLeftMargin(0.14);
upperPad->SetRightMargin(0.05);
upperPad->SetTopMargin(0.05);
upperPad->SetBottomMargin(0.33);
upperPad->SetFrameLineWidth(2);
upperPad->SetFrameBorderMode(0);
upperPad->SetFrameLineWidth(2);
upperPad->SetFrameBorderMode(0);
Double_t xAxis19[6] = {20, 25, 30, 40, 50, 100};
TH1F *z_ptj_toterr__19 = new TH1F("z_ptj_toterr__19","z_ptj",5, xAxis19);
z_ptj_toterr__19->SetBinContent(1,0.3608738);
z_ptj_toterr__19->SetBinContent(2,0.225932);
z_ptj_toterr__19->SetBinContent(3,0.1253807);
z_ptj_toterr__19->SetBinContent(4,0.06703913);
z_ptj_toterr__19->SetBinContent(5,0.01561868);
z_ptj_toterr__19->SetBinContent(6,0.780934);
z_ptj_toterr__19->SetBinError(1,0.02073388);
z_ptj_toterr__19->SetBinError(2,0.01400757);
z_ptj_toterr__19->SetBinError(3,0.009350811);
z_ptj_toterr__19->SetBinError(4,0.004623786);
z_ptj_toterr__19->SetBinError(5,0.001395185);
z_ptj_toterr__19->SetBinError(6,0.06975923);
z_ptj_toterr__19->SetEntries(12);
z_ptj_toterr__19->SetStats(0);
Int_t ci; // for color index setting
TColor *color; // for color definition with alpha
ci = TColor::GetColor("#ffff00");
z_ptj_toterr__19->SetFillColor(ci);
ci = TColor::GetColor("#ffff00");
z_ptj_toterr__19->SetLineColor(ci);
z_ptj_toterr__19->SetLineWidth(2);
ci = TColor::GetColor("#ffff00");
z_ptj_toterr__19->SetMarkerColor(ci);
z_ptj_toterr__19->SetMarkerStyle(0);
z_ptj_toterr__19->GetXaxis()->SetNdivisions(4);
z_ptj_toterr__19->GetXaxis()->SetLabelFont(132);
z_ptj_toterr__19->GetXaxis()->SetLabelOffset(999);
z_ptj_toterr__19->GetXaxis()->SetLabelSize(0);
z_ptj_toterr__19->GetXaxis()->SetTitleSize(0.06);
z_ptj_toterr__19->GetXaxis()->SetTitleFont(132);
z_ptj_toterr__19->GetYaxis()->SetTitle("d#sigma(#it{Zj})/d#it{p}_{T}^{jet} [pb/GeV]");
z_ptj_toterr__19->GetYaxis()->SetLabelFont(132);
z_ptj_toterr__19->GetYaxis()->SetLabelSize(0.05);
z_ptj_toterr__19->GetYaxis()->SetTitleSize(0.06);
z_ptj_toterr__19->GetYaxis()->SetTitleOffset(1.3);
z_ptj_toterr__19->GetYaxis()->SetTitleFont(132);
z_ptj_toterr__19->GetZaxis()->SetLabelFont(132);
z_ptj_toterr__19->GetZaxis()->SetLabelSize(0.05);
z_ptj_toterr__19->GetZaxis()->SetTitleSize(0.06);
z_ptj_toterr__19->GetZaxis()->SetTitleFont(132);
z_ptj_toterr__19->Draw("e2");
Double_t xAxis20[6] = {20, 25, 30, 40, 50, 100};
TH1F *z_ptj_staterr__20 = new TH1F("z_ptj_staterr__20","z_ptj",5, xAxis20);
z_ptj_staterr__20->SetBinContent(1,0.3608738);
z_ptj_staterr__20->SetBinContent(2,0.225932);
z_ptj_staterr__20->SetBinContent(3,0.1253807);
z_ptj_staterr__20->SetBinContent(4,0.06703913);
z_ptj_staterr__20->SetBinContent(5,0.01561868);
z_ptj_staterr__20->SetBinContent(6,0.780934);
z_ptj_staterr__20->SetBinError(1,0.007287406);
z_ptj_staterr__20->SetBinError(2,0.005663236);
z_ptj_staterr__20->SetBinError(3,0.002951952);
z_ptj_staterr__20->SetBinError(4,0.002192817);
z_ptj_staterr__20->SetBinError(5,0.0004728113);
z_ptj_staterr__20->SetBinError(6,0.02364057);
z_ptj_staterr__20->SetEntries(12);
z_ptj_staterr__20->SetStats(0);
ci = TColor::GetColor("#ff9933");
z_ptj_staterr__20->SetFillColor(ci);
ci = TColor::GetColor("#ff9933");
z_ptj_staterr__20->SetLineColor(ci);
z_ptj_staterr__20->SetLineWidth(2);
ci = TColor::GetColor("#ff9933");
z_ptj_staterr__20->SetMarkerColor(ci);
z_ptj_staterr__20->SetMarkerStyle(0);
z_ptj_staterr__20->GetXaxis()->SetNdivisions(4);
z_ptj_staterr__20->GetXaxis()->SetLabelFont(132);
z_ptj_staterr__20->GetXaxis()->SetLabelOffset(999);
z_ptj_staterr__20->GetXaxis()->SetLabelSize(0);
z_ptj_staterr__20->GetXaxis()->SetTitleSize(0.06);
z_ptj_staterr__20->GetXaxis()->SetTitleFont(132);
z_ptj_staterr__20->GetYaxis()->SetTitle("d#sigma(#it{Zj})/d#it{p}_{T}^{jet} [pb/GeV]");
z_ptj_staterr__20->GetYaxis()->SetLabelFont(132);
z_ptj_staterr__20->GetYaxis()->SetLabelSize(0.05);
z_ptj_staterr__20->GetYaxis()->SetTitleSize(0.06);
z_ptj_staterr__20->GetYaxis()->SetTitleFont(132);
z_ptj_staterr__20->GetZaxis()->SetLabelFont(132);
z_ptj_staterr__20->GetZaxis()->SetLabelSize(0.05);
z_ptj_staterr__20->GetZaxis()->SetTitleSize(0.06);
z_ptj_staterr__20->GetZaxis()->SetTitleFont(132);
z_ptj_staterr__20->Draw("e2same");
Double_t ptj_toterrs_fx3022[5] = {
23.25,
28.25,
36.5,
46.5,
82.5};
Double_t ptj_toterrs_fy3022[5] = {
0.3671394,
0.2404275,
0.1334798,
0.06537649,
0.01594908};
Double_t ptj_toterrs_felx3022[5] = {
0,
0,
0,
0,
0};
Double_t ptj_toterrs_fely3022[5] = {
0.02997783,
0.02293181,
0.009217184,
0.004503167,
0.001643067};
Double_t ptj_toterrs_fehx3022[5] = {
0,
0,
0,
0,
0};
Double_t ptj_toterrs_fehy3022[5] = {
0.02512764,
0.01751375,
0.008693834,
0.005222099,
0.001753864};
TGraphAsymmErrors *grae = new TGraphAsymmErrors(5,ptj_toterrs_fx3022,ptj_toterrs_fy3022,ptj_toterrs_felx3022,ptj_toterrs_fehx3022,ptj_toterrs_fely3022,ptj_toterrs_fehy3022);
grae->SetName("ptj_toterrs");
grae->SetTitle("");
grae->SetFillColor(1);
grae->SetLineWidth(2);
grae->SetMarkerStyle(24);
TH1F *Graph_Graph_ptj_toterrs30153022 = new TH1F("Graph_Graph_ptj_toterrs30153022","",100,17.325,88.425);
Graph_Graph_ptj_toterrs30153022->SetMinimum(0.01287542);
Graph_Graph_ptj_toterrs30153022->SetMaximum(0.4300631);
Graph_Graph_ptj_toterrs30153022->SetDirectory(0);
Graph_Graph_ptj_toterrs30153022->SetStats(0);
Graph_Graph_ptj_toterrs30153022->SetLineWidth(2);
Graph_Graph_ptj_toterrs30153022->SetMarkerStyle(0);
Graph_Graph_ptj_toterrs30153022->GetXaxis()->SetNdivisions(4);
Graph_Graph_ptj_toterrs30153022->GetXaxis()->SetLabelFont(132);
Graph_Graph_ptj_toterrs30153022->GetXaxis()->SetLabelOffset(999);
Graph_Graph_ptj_toterrs30153022->GetXaxis()->SetLabelSize(0);
Graph_Graph_ptj_toterrs30153022->GetXaxis()->SetTitleSize(0.06);
Graph_Graph_ptj_toterrs30153022->GetXaxis()->SetTitleFont(132);
Graph_Graph_ptj_toterrs30153022->GetYaxis()->SetTitle("d#sigma(#it{Zj})/d#it{p}_{T}^{jet} [pb/GeV]");
Graph_Graph_ptj_toterrs30153022->GetYaxis()->SetLabelFont(132);
Graph_Graph_ptj_toterrs30153022->GetYaxis()->SetLabelSize(0.05);
Graph_Graph_ptj_toterrs30153022->GetYaxis()->SetTitleSize(0.06);
Graph_Graph_ptj_toterrs30153022->GetYaxis()->SetTitleFont(132);
Graph_Graph_ptj_toterrs30153022->GetZaxis()->SetLabelFont(132);
Graph_Graph_ptj_toterrs30153022->GetZaxis()->SetLabelSize(0.05);
Graph_Graph_ptj_toterrs30153022->GetZaxis()->SetTitleSize(0.06);
Graph_Graph_ptj_toterrs30153022->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_Graph_ptj_toterrs30153022);
grae->Draw("p1p");
Double_t _fx3023[5] = {
23.25,
28.25,
36.5,
46.5,
82.5};
Double_t _fy3023[5] = {
0.3671394,
0.2404275,
0.1334798,
0.06537649,
0.01594908};
Double_t _felx3023[5] = {
0,
0,
0,
0,
0};
Double_t _fely3023[5] = {
0.01985385,
0.01348796,
0.006928003,
0.003412992,
0.001084033};
Double_t _fehx3023[5] = {
0,
0,
0,
0,
0};
Double_t _fehy3023[5] = {
0.01921597,
0.01338518,
0.006596172,
0.003531927,
0.001381032};
grae = new TGraphAsymmErrors(5,_fx3023,_fy3023,_felx3023,_fehx3023,_fely3023,_fehy3023);
grae->SetName("");
grae->SetTitle("");
grae->SetFillColor(1);
grae->SetLineWidth(2);
grae->SetMarkerStyle(24);
TH1F *Graph_Graph_Graph30163023 = new TH1F("Graph_Graph_Graph30163023","",100,17.325,88.425);
Graph_Graph_Graph30163023->SetMinimum(0.01337855);
Graph_Graph_Graph30163023->SetMaximum(0.4235044);
Graph_Graph_Graph30163023->SetDirectory(0);
Graph_Graph_Graph30163023->SetStats(0);
Graph_Graph_Graph30163023->SetLineWidth(2);
Graph_Graph_Graph30163023->SetMarkerStyle(0);
Graph_Graph_Graph30163023->GetXaxis()->SetNdivisions(4);
Graph_Graph_Graph30163023->GetXaxis()->SetLabelFont(132);
Graph_Graph_Graph30163023->GetXaxis()->SetLabelOffset(999);
Graph_Graph_Graph30163023->GetXaxis()->SetLabelSize(0);
Graph_Graph_Graph30163023->GetXaxis()->SetTitleSize(0.06);
Graph_Graph_Graph30163023->GetXaxis()->SetTitleFont(132);
Graph_Graph_Graph30163023->GetYaxis()->SetTitle("d#sigma(#it{Zj})/d#it{p}_{T}^{jet} [pb/GeV]");
Graph_Graph_Graph30163023->GetYaxis()->SetLabelFont(132);
Graph_Graph_Graph30163023->GetYaxis()->SetLabelSize(0.05);
Graph_Graph_Graph30163023->GetYaxis()->SetTitleSize(0.06);
Graph_Graph_Graph30163023->GetYaxis()->SetTitleFont(132);
Graph_Graph_Graph30163023->GetZaxis()->SetLabelFont(132);
Graph_Graph_Graph30163023->GetZaxis()->SetLabelSize(0.05);
Graph_Graph_Graph30163023->GetZaxis()->SetTitleSize(0.06);
Graph_Graph_Graph30163023->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_Graph_Graph30163023);
grae->Draw("p1p");
Double_t ptj_toterrs_fx3024[5] = {
21.75,
26.75,
33.5,
43.5,
67.5};
Double_t ptj_toterrs_fy3024[5] = {
0.389299,
0.2509263,
0.1443755,
0.07365244,
0.01874484};
Double_t ptj_toterrs_felx3024[5] = {
0,
0,
0,
0,
0};
Double_t ptj_toterrs_fely3024[5] = {
0.0283978,
0.01982285,
0.01219084,
0.00636368,
0.001684181};
Double_t ptj_toterrs_fehx3024[5] = {
0,
0,
0,
0,
0};
Double_t ptj_toterrs_fehy3024[5] = {
0.03041728,
0.02088176,
0.0127053,
0.007720362,
0.001934453};
grae = new TGraphAsymmErrors(5,ptj_toterrs_fx3024,ptj_toterrs_fy3024,ptj_toterrs_felx3024,ptj_toterrs_fehx3024,ptj_toterrs_fely3024,ptj_toterrs_fehy3024);
grae->SetName("ptj_toterrs");
grae->SetTitle("");
grae->SetFillColor(1);
grae->SetLineWidth(2);
grae->SetMarkerStyle(20);
TH1F *Graph_Graph_ptj_toterrs30173024 = new TH1F("Graph_Graph_ptj_toterrs30173024","",100,17.175,72.075);
Graph_Graph_ptj_toterrs30173024->SetMinimum(0.01535459);
Graph_Graph_ptj_toterrs30173024->SetMaximum(0.4599818);
Graph_Graph_ptj_toterrs30173024->SetDirectory(0);
Graph_Graph_ptj_toterrs30173024->SetStats(0);
Graph_Graph_ptj_toterrs30173024->SetLineWidth(2);
Graph_Graph_ptj_toterrs30173024->SetMarkerStyle(0);
Graph_Graph_ptj_toterrs30173024->GetXaxis()->SetNdivisions(4);
Graph_Graph_ptj_toterrs30173024->GetXaxis()->SetLabelFont(132);
Graph_Graph_ptj_toterrs30173024->GetXaxis()->SetLabelOffset(999);
Graph_Graph_ptj_toterrs30173024->GetXaxis()->SetLabelSize(0);
Graph_Graph_ptj_toterrs30173024->GetXaxis()->SetTitleSize(0.06);
Graph_Graph_ptj_toterrs30173024->GetXaxis()->SetTitleFont(132);
Graph_Graph_ptj_toterrs30173024->GetYaxis()->SetTitle("d#sigma(#it{Zj})/d#it{p}_{T}^{jet} [pb/GeV]");
Graph_Graph_ptj_toterrs30173024->GetYaxis()->SetLabelFont(132);
Graph_Graph_ptj_toterrs30173024->GetYaxis()->SetLabelSize(0.05);
Graph_Graph_ptj_toterrs30173024->GetYaxis()->SetTitleSize(0.06);
Graph_Graph_ptj_toterrs30173024->GetYaxis()->SetTitleFont(132);
Graph_Graph_ptj_toterrs30173024->GetZaxis()->SetLabelFont(132);
Graph_Graph_ptj_toterrs30173024->GetZaxis()->SetLabelSize(0.05);
Graph_Graph_ptj_toterrs30173024->GetZaxis()->SetTitleSize(0.06);
Graph_Graph_ptj_toterrs30173024->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_Graph_ptj_toterrs30173024);
grae->Draw("p1p");
Double_t _fx3025[5] = {
21.75,
26.75,
33.5,
43.5,
67.5};
Double_t _fy3025[5] = {
0.389299,
0.2509263,
0.1443755,
0.07365244,
0.01874484};
Double_t _felx3025[5] = {
0,
0,
0,
0,
0};
Double_t _fely3025[5] = {
0.02243218,
0.01539977,
0.009090877,
0.00492242,
0.001303763};
Double_t _fehx3025[5] = {
0,
0,
0,
0,
0};
Double_t _fehy3025[5] = {
0.02411537,
0.01689699,
0.0100922,
0.005544287,
0.001554499};
grae = new TGraphAsymmErrors(5,_fx3025,_fy3025,_felx3025,_fehx3025,_fely3025,_fehy3025);
grae->SetName("");
grae->SetTitle("");
grae->SetFillColor(1);
grae->SetLineWidth(2);
grae->SetMarkerStyle(20);
TH1F *Graph_Graph_Graph30183025 = new TH1F("Graph_Graph_Graph30183025","",100,17.175,72.075);
Graph_Graph_Graph30183025->SetMinimum(0.01569697);
Graph_Graph_Graph30183025->SetMaximum(0.4530117);
Graph_Graph_Graph30183025->SetDirectory(0);
Graph_Graph_Graph30183025->SetStats(0);
Graph_Graph_Graph30183025->SetLineWidth(2);
Graph_Graph_Graph30183025->SetMarkerStyle(0);
Graph_Graph_Graph30183025->GetXaxis()->SetNdivisions(4);
Graph_Graph_Graph30183025->GetXaxis()->SetLabelFont(132);
Graph_Graph_Graph30183025->GetXaxis()->SetLabelOffset(999);
Graph_Graph_Graph30183025->GetXaxis()->SetLabelSize(0);
Graph_Graph_Graph30183025->GetXaxis()->SetTitleSize(0.06);
Graph_Graph_Graph30183025->GetXaxis()->SetTitleFont(132);
Graph_Graph_Graph30183025->GetYaxis()->SetTitle("d#sigma(#it{Zj})/d#it{p}_{T}^{jet} [pb/GeV]");
Graph_Graph_Graph30183025->GetYaxis()->SetLabelFont(132);
Graph_Graph_Graph30183025->GetYaxis()->SetLabelSize(0.05);
Graph_Graph_Graph30183025->GetYaxis()->SetTitleSize(0.06);
Graph_Graph_Graph30183025->GetYaxis()->SetTitleFont(132);
Graph_Graph_Graph30183025->GetZaxis()->SetLabelFont(132);
Graph_Graph_Graph30183025->GetZaxis()->SetLabelSize(0.05);
Graph_Graph_Graph30183025->GetZaxis()->SetTitleSize(0.06);
Graph_Graph_Graph30183025->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_Graph_Graph30183025);
grae->Draw("p1p");
TLegend *leg = new TLegend(0.65,0.57,0.95,0.82,NULL,"brNDC");
leg->SetBorderSize(0);
leg->SetTextFont(132);
leg->SetLineColor(1);
leg->SetLineStyle(1);
leg->SetLineWidth(2);
leg->SetFillColor(10);
leg->SetFillStyle(0);
TLegendEntry *entry=leg->AddEntry("data_stat","Data_{stat}","f");
ci = TColor::GetColor("#ff9933");
entry->SetFillColor(ci);
entry->SetFillStyle(1001);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(132);
entry=leg->AddEntry("data_tot","Data_{tot}","f");
ci = TColor::GetColor("#ffff00");
entry->SetFillColor(ci);
entry->SetFillStyle(1001);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(132);
entry=leg->AddEntry("powheg_temp","POWHEG","p");
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(20);
entry->SetMarkerSize(1);
entry->SetTextFont(132);
entry=leg->AddEntry("amcatnlo_temp","aMC@NLO","p");
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(24);
entry->SetMarkerSize(1);
entry->SetTextFont(132);
leg->Draw();
TPaveText *pt = new TPaveText(0.5,0.85,0.85,0.94,"brNDC");
pt->SetBorderSize(0);
pt->SetFillStyle(0);
pt->SetLineWidth(2);
pt->SetTextFont(132);
TText *AText = pt->AddText("LHCb, #sqrt{s} = 8 TeV");
pt->Draw();
Double_t xAxis21[6] = {20, 25, 30, 40, 50, 100};
TH1F *z_ptj_toterr_copy__21 = new TH1F("z_ptj_toterr_copy__21","z_ptj",5, xAxis21);
z_ptj_toterr_copy__21->SetBinContent(1,0.3608738);
z_ptj_toterr_copy__21->SetBinContent(2,0.225932);
z_ptj_toterr_copy__21->SetBinContent(3,0.1253807);
z_ptj_toterr_copy__21->SetBinContent(4,0.06703913);
z_ptj_toterr_copy__21->SetBinContent(5,0.01561868);
z_ptj_toterr_copy__21->SetBinContent(6,0.780934);
z_ptj_toterr_copy__21->SetBinError(1,0.02073388);
z_ptj_toterr_copy__21->SetBinError(2,0.01400757);
z_ptj_toterr_copy__21->SetBinError(3,0.009350811);
z_ptj_toterr_copy__21->SetBinError(4,0.004623786);
z_ptj_toterr_copy__21->SetBinError(5,0.001395185);
z_ptj_toterr_copy__21->SetBinError(6,0.06975923);
z_ptj_toterr_copy__21->SetEntries(12);
z_ptj_toterr_copy__21->SetDirectory(0);
z_ptj_toterr_copy__21->SetStats(0);
ci = TColor::GetColor("#ffff00");
z_ptj_toterr_copy__21->SetFillColor(ci);
ci = TColor::GetColor("#ffff00");
z_ptj_toterr_copy__21->SetLineColor(ci);
z_ptj_toterr_copy__21->SetLineWidth(2);
ci = TColor::GetColor("#ffff00");
z_ptj_toterr_copy__21->SetMarkerColor(ci);
z_ptj_toterr_copy__21->SetMarkerStyle(0);
z_ptj_toterr_copy__21->GetXaxis()->SetNdivisions(4);
z_ptj_toterr_copy__21->GetXaxis()->SetLabelFont(132);
z_ptj_toterr_copy__21->GetXaxis()->SetLabelOffset(999);
z_ptj_toterr_copy__21->GetXaxis()->SetLabelSize(0);
z_ptj_toterr_copy__21->GetXaxis()->SetTitleSize(0.06);
z_ptj_toterr_copy__21->GetXaxis()->SetTitleFont(132);
z_ptj_toterr_copy__21->GetYaxis()->SetTitle("d#sigma(#it{Zj})/d#it{p}_{T}^{jet} [pb/GeV]");
z_ptj_toterr_copy__21->GetYaxis()->SetLabelFont(132);
z_ptj_toterr_copy__21->GetYaxis()->SetLabelSize(0.05);
z_ptj_toterr_copy__21->GetYaxis()->SetTitleSize(0.06);
z_ptj_toterr_copy__21->GetYaxis()->SetTitleOffset(1.3);
z_ptj_toterr_copy__21->GetYaxis()->SetTitleFont(132);
z_ptj_toterr_copy__21->GetZaxis()->SetLabelFont(132);
z_ptj_toterr_copy__21->GetZaxis()->SetLabelSize(0.05);
z_ptj_toterr_copy__21->GetZaxis()->SetTitleSize(0.06);
z_ptj_toterr_copy__21->GetZaxis()->SetTitleFont(132);
z_ptj_toterr_copy__21->Draw("sameaxis");
upperPad->Modified();
default_Canvas->cd();
// ------------>Primitives in pad: lowerPad
TPad *lowerPad = new TPad("lowerPad", "lowerPad",0.005,0.05,0.995,0.995);
lowerPad->Draw();
lowerPad->cd();
lowerPad->Range(6.172839,-0.1935898,104.9383,4.832052);
lowerPad->SetFillColor(0);
lowerPad->SetFillStyle(4000);
lowerPad->SetBorderMode(0);
lowerPad->SetBorderSize(2);
lowerPad->SetTickx(1);
lowerPad->SetTicky(1);
lowerPad->SetLeftMargin(0.14);
lowerPad->SetRightMargin(0.05);
lowerPad->SetTopMargin(0.665);
lowerPad->SetBottomMargin(0.14);
lowerPad->SetFrameLineWidth(2);
lowerPad->SetFrameBorderMode(0);
lowerPad->SetFrameLineWidth(2);
lowerPad->SetFrameBorderMode(0);
Double_t xAxis22[6] = {20, 25, 30, 40, 50, 100};
TH1F *zj_ptj_8TeV_400_1001_0ratiocomp0__22 = new TH1F("zj_ptj_8TeV_400_1001_0ratiocomp0__22","z_ptj",5, xAxis22);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinContent(1,1);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinContent(2,1);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinContent(3,1);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinContent(4,1);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinContent(5,1);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinContent(6,0.780934);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinError(1,0.05745466);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinError(2,0.06199906);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinError(3,0.07457933);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinError(4,0.06897145);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinError(5,0.08932795);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinError(6,0.06975923);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetMinimum(0.51);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetMaximum(1.49);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetEntries(17);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetStats(0);
ci = TColor::GetColor("#ffff00");
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetFillColor(ci);
ci = TColor::GetColor("#ffff00");
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetLineColor(ci);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetLineWidth(2);
ci = TColor::GetColor("#ffff00");
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetMarkerColor(ci);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetMarkerStyle(0);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetXaxis()->SetTitle("#it{p}_{T}^{jet} [GeV]");
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetXaxis()->SetNdivisions(4);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetXaxis()->SetLabelFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetXaxis()->SetLabelOffset(0.02);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetXaxis()->SetLabelSize(0.05);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetXaxis()->SetTitleSize(0.06);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetXaxis()->SetTitleFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetYaxis()->SetTitle("Ratio");
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetYaxis()->CenterTitle(true);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetYaxis()->SetNdivisions(505);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetYaxis()->SetLabelFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetYaxis()->SetLabelSize(0.05);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetYaxis()->SetTitleSize(0.06);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetYaxis()->SetTickLength(0.12325);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetYaxis()->SetTitleOffset(1.3);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetYaxis()->SetTitleFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetZaxis()->SetLabelFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetZaxis()->SetLabelSize(0.05);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetZaxis()->SetTitleSize(0.06);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetZaxis()->SetTitleFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->Draw("e2");
Double_t xAxis23[6] = {20, 25, 30, 40, 50, 100};
TH1F *zj_ptj_8TeV_400_1001_0ratiocomp1__23 = new TH1F("zj_ptj_8TeV_400_1001_0ratiocomp1__23","z_ptj",5, xAxis23);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinContent(1,1);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinContent(2,1);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinContent(3,1);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinContent(4,1);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinContent(5,1);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinContent(6,0.780934);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinError(1,0.02019378);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinError(2,0.02506611);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinError(3,0.02354391);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinError(4,0.03270951);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinError(5,0.03027217);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinError(6,0.02364057);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetMinimum(0.51);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetMaximum(1.49);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetEntries(17);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetStats(0);
ci = TColor::GetColor("#ff9933");
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetFillColor(ci);
ci = TColor::GetColor("#ff9933");
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetLineColor(ci);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetLineWidth(2);
ci = TColor::GetColor("#ff9933");
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetMarkerColor(ci);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetMarkerStyle(0);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetXaxis()->SetTitle("#it{p}_{T}^{jet} [GeV]");
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetXaxis()->SetNdivisions(4);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetXaxis()->SetLabelFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetXaxis()->SetLabelOffset(0.02);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetXaxis()->SetLabelSize(0.05);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetXaxis()->SetTitleSize(0.06);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetXaxis()->SetTitleFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetYaxis()->SetTitle("Ratio");
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetYaxis()->CenterTitle(true);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetYaxis()->SetNdivisions(505);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetYaxis()->SetLabelFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetYaxis()->SetLabelSize(0.05);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetYaxis()->SetTitleSize(0.06);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetYaxis()->SetTickLength(0.12325);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetYaxis()->SetTitleFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetZaxis()->SetLabelFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetZaxis()->SetLabelSize(0.05);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetZaxis()->SetTitleSize(0.06);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetZaxis()->SetTitleFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->Draw("e2same");
Double_t zj_ptj_8TeV_400_1001_0ratiocomp2_fx3026[5] = {
23.25,
28.25,
36.5,
46.5,
82.5};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp2_fy3026[5] = {
1.017362,
1.064159,
1.064596,
0.9751989,
1.021154};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp2_felx3026[5] = {
0,
0,
0,
0,
0};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp2_fely3026[5] = {
0.08307013,
0.1014988,
0.07351357,
0.06717222,
0.1051988};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp2_fehx3026[5] = {
0,
0,
0,
0,
0};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp2_fehy3026[5] = {
0.06962999,
0.07751779,
0.06933948,
0.07789628,
0.1122927};
grae = new TGraphAsymmErrors(5,zj_ptj_8TeV_400_1001_0ratiocomp2_fx3026,zj_ptj_8TeV_400_1001_0ratiocomp2_fy3026,zj_ptj_8TeV_400_1001_0ratiocomp2_felx3026,zj_ptj_8TeV_400_1001_0ratiocomp2_fehx3026,zj_ptj_8TeV_400_1001_0ratiocomp2_fely3026,zj_ptj_8TeV_400_1001_0ratiocomp2_fehy3026);
grae->SetName("zj_ptj_8TeV_400_1001_0ratiocomp2");
grae->SetTitle("");
grae->SetFillColor(1);
grae->SetLineWidth(2);
grae->SetMarkerStyle(24);
TH1F *Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026 = new TH1F("Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026","",100,17.325,88.425);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->SetMinimum(0.51);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->SetMaximum(1.49);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->SetDirectory(0);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->SetStats(0);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->SetLineWidth(2);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->SetMarkerStyle(0);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetXaxis()->SetTitle("#it{p}_{T}^{jet} [GeV]");
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetXaxis()->SetNdivisions(4);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetXaxis()->SetLabelFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetXaxis()->SetLabelOffset(0.02);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetXaxis()->SetLabelSize(0.05);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetXaxis()->SetTitleSize(0.06);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetXaxis()->SetTitleFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetYaxis()->SetTitle("Ratio");
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetYaxis()->CenterTitle(true);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetYaxis()->SetNdivisions(505);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetYaxis()->SetLabelFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetYaxis()->SetLabelSize(0.05);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetYaxis()->SetTitleSize(0.06);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetYaxis()->SetTitleFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetZaxis()->SetLabelFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetZaxis()->SetLabelSize(0.05);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetZaxis()->SetTitleSize(0.06);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026);
grae->Draw("p1");
Double_t zj_ptj_8TeV_400_1001_0ratiocomp3_fx3027[5] = {
23.25,
28.25,
36.5,
46.5,
82.5};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp3_fy3027[5] = {
1.017362,
1.064159,
1.064596,
0.9751989,
1.021154};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp3_felx3027[5] = {
0,
0,
0,
0,
0};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp3_fely3027[5] = {
0.05501606,
0.05969921,
0.05525572,
0.05091044,
0.06940621};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp3_fehx3027[5] = {
0,
0,
0,
0,
0};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp3_fehy3027[5] = {
0.05324843,
0.05924428,
0.05260914,
0.05268456,
0.08842185};
grae = new TGraphAsymmErrors(5,zj_ptj_8TeV_400_1001_0ratiocomp3_fx3027,zj_ptj_8TeV_400_1001_0ratiocomp3_fy3027,zj_ptj_8TeV_400_1001_0ratiocomp3_felx3027,zj_ptj_8TeV_400_1001_0ratiocomp3_fehx3027,zj_ptj_8TeV_400_1001_0ratiocomp3_fely3027,zj_ptj_8TeV_400_1001_0ratiocomp3_fehy3027);
grae->SetName("zj_ptj_8TeV_400_1001_0ratiocomp3");
grae->SetTitle("");
grae->SetFillColor(1);
grae->SetLineWidth(2);
grae->SetMarkerStyle(24);
TH1F *Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027 = new TH1F("Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027","",100,17.325,88.425);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->SetMinimum(0.51);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->SetMaximum(1.49);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->SetDirectory(0);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->SetStats(0);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->SetLineWidth(2);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->SetMarkerStyle(0);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetXaxis()->SetTitle("#it{p}_{T}^{jet} [GeV]");
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetXaxis()->SetNdivisions(4);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetXaxis()->SetLabelFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetXaxis()->SetLabelOffset(0.02);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetXaxis()->SetLabelSize(0.05);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetXaxis()->SetTitleSize(0.06);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetXaxis()->SetTitleFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetYaxis()->SetTitle("Ratio");
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetYaxis()->CenterTitle(true);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetYaxis()->SetNdivisions(505);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetYaxis()->SetLabelFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetYaxis()->SetLabelSize(0.05);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetYaxis()->SetTitleSize(0.06);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetYaxis()->SetTitleFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetZaxis()->SetLabelFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetZaxis()->SetLabelSize(0.05);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetZaxis()->SetTitleSize(0.06);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027);
grae->Draw("p1");
Double_t zj_ptj_8TeV_400_1001_0ratiocomp4_fx3028[5] = {
21.75,
26.75,
33.5,
43.5,
67.5};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp4_fy3028[5] = {
1.078768,
1.110628,
1.151497,
1.098648,
1.200155};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp4_felx3028[5] = {
0,
0,
0,
0,
0};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp4_fely3028[5] = {
0.07869176,
0.08773815,
0.0972306,
0.09492486,
0.1078312};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp4_fehx3028[5] = {
0,
0,
0,
0,
0};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp4_fehy3028[5] = {
0.08428785,
0.09242501,
0.1013337,
0.115162,
0.1238551};
grae = new TGraphAsymmErrors(5,zj_ptj_8TeV_400_1001_0ratiocomp4_fx3028,zj_ptj_8TeV_400_1001_0ratiocomp4_fy3028,zj_ptj_8TeV_400_1001_0ratiocomp4_felx3028,zj_ptj_8TeV_400_1001_0ratiocomp4_fehx3028,zj_ptj_8TeV_400_1001_0ratiocomp4_fely3028,zj_ptj_8TeV_400_1001_0ratiocomp4_fehy3028);
grae->SetName("zj_ptj_8TeV_400_1001_0ratiocomp4");
grae->SetTitle("");
grae->SetFillColor(1);
grae->SetLineWidth(2);
grae->SetMarkerStyle(20);
TH1F *Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028 = new TH1F("Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028","",100,17.175,72.075);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->SetMinimum(0.51);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->SetMaximum(1.49);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->SetDirectory(0);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->SetStats(0);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->SetLineWidth(2);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->SetMarkerStyle(0);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetXaxis()->SetTitle("#it{p}_{T}^{jet} [GeV]");
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetXaxis()->SetNdivisions(4);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetXaxis()->SetLabelFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetXaxis()->SetLabelOffset(0.02);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetXaxis()->SetLabelSize(0.05);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetXaxis()->SetTitleSize(0.06);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetXaxis()->SetTitleFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetYaxis()->SetTitle("Ratio");
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetYaxis()->CenterTitle(true);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetYaxis()->SetNdivisions(505);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetYaxis()->SetLabelFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetYaxis()->SetLabelSize(0.05);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetYaxis()->SetTitleSize(0.06);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetYaxis()->SetTitleFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetZaxis()->SetLabelFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetZaxis()->SetLabelSize(0.05);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetZaxis()->SetTitleSize(0.06);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028);
grae->Draw("p1");
Double_t xAxis24[6] = {20, 25, 30, 40, 50, 100};
TH1F *zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24 = new TH1F("zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24","z_ptj",5, xAxis24);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinContent(1,1);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinContent(2,1);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinContent(3,1);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinContent(4,1);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinContent(5,1);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinContent(6,0.780934);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinError(1,0.05745466);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinError(2,0.06199906);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinError(3,0.07457933);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinError(4,0.06897145);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinError(5,0.08932795);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinError(6,0.06975923);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetMinimum(0.51);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetMaximum(1.49);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetEntries(17);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetDirectory(0);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetStats(0);
ci = TColor::GetColor("#ffff00");
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetFillColor(ci);
ci = TColor::GetColor("#ffff00");
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetLineColor(ci);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetLineWidth(2);
ci = TColor::GetColor("#ffff00");
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetMarkerColor(ci);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetMarkerStyle(0);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetXaxis()->SetTitle("#it{p}_{T}^{jet} [GeV]");
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetXaxis()->SetNdivisions(4);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetXaxis()->SetLabelFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetXaxis()->SetLabelOffset(0.02);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetXaxis()->SetLabelSize(0.05);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetXaxis()->SetTitleSize(0.06);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetXaxis()->SetTitleFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetYaxis()->SetTitle("Ratio");
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetYaxis()->CenterTitle(true);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetYaxis()->SetNdivisions(505);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetYaxis()->SetLabelFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetYaxis()->SetLabelSize(0.05);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetYaxis()->SetTitleSize(0.06);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetYaxis()->SetTickLength(0.12325);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetYaxis()->SetTitleOffset(1.3);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetYaxis()->SetTitleFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetZaxis()->SetLabelFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetZaxis()->SetLabelSize(0.05);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetZaxis()->SetTitleSize(0.06);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetZaxis()->SetTitleFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->Draw("sameaxis");
lowerPad->Modified();
default_Canvas->cd();
default_Canvas->Modified();
default_Canvas->cd();
default_Canvas->SetSelected(default_Canvas);
}
void DrawVariable(TString VAR,bool SHAPE,int REBIN,float XMIN,float XMAX,TString XTITLE,bool PRINT,bool BLIND=false,float BLIND_MIN=0,float BLIND_MAX=0)
{
gROOT->ForceStyle();
const int N = 20;
TString SAMPLE[N] = {
"JetHT",
"ttHJetTobb_M125_13TeV_amcatnloFXFX_madspin_pythia8",
"ttHJetToNonbb_M125_13TeV_amcatnloFXFX_madspin_pythia8_mWCutfix",
"QCD_HT300to500_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT500to700_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT700to1000_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT1000to1500_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT1500to2000_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT2000toInf_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"DYJetsToQQ_HT180_13TeV-madgraphMLM-pythia8",
"WJetsToQQ_HT180_13TeV-madgraphMLM-pythia8",
"TT_TuneCUETP8M1_13TeV-powheg-pythia8",
"ST_t-channel_antitop_4f_inclusiveDecays_13TeV-powhegV2-madspin-pythia8_TuneCUETP8M1",
"ST_tW_top_5f_inclusiveDecays_13TeV-powheg-pythia8_TuneCUETP8M1",
"ST_tW_antitop_5f_inclusiveDecays_13TeV-powheg-pythia8_TuneCUETP8M1",
"TTWJetsToQQ_TuneCUETP8M1_13TeV-amcatnloFXFX-madspin-pythia8",
"TTZToQQ_TuneCUETP8M1_13TeV-amcatnlo-pythia8",
"WZ_TuneCUETP8M1_13TeV-pythia8",
"WWTo4Q_13TeV-powheg",
"ZZTo4Q_13TeV_amcatnloFXFX_madspin_pythia8"
};
float XSEC[N] = {
1.0,
0.2934,
0.2151,
347700,
32100,
6831,
1207,
119.9,
25.24,
1460,
3539,
832,
217,
35.6,
35.6,
0.4062,
0.5297,
47.13,
51.723,
22.29
};
float LUMI(5760);
TFile *inf[N];
TH1F *h[N];
TCanvas *can = new TCanvas("can_"+VAR,"can_"+VAR,900,600);
can->SetRightMargin(0.15);
for(int i=0;i<N;i++) {
inf[i] = TFile::Open("Histo_"+SAMPLE[i]+".root");
//cout<<inf[i]->GetName()<<" "<<VAR<<endl;
h[i] = (TH1F*)inf[i]->Get("ttH/h_"+VAR);
h[i]->SetDirectory(0);
h[i]->Rebin(REBIN);
h[i]->Sumw2();
h[i]->SetLineWidth(1);
h[i]->SetLineColor(kBlack);
if (i>0) {
float norm = ((TH1F*)inf[i]->Get("eventCounter/GenEventWeight"))->GetSumOfWeights();
//cout<<inf[i]->GetName()<<" "<<norm<<endl;
h[i]->Scale(LUMI*XSEC[i]/norm);
}
else {
h[i]->SetLineWidth(2);
}
inf[i]->Close();
}
TH1F *hQCD = (TH1F*)h[3]->Clone("hQCD");
hQCD->Add(h[4]);
hQCD->Add(h[5]);
hQCD->Add(h[6]);
hQCD->Add(h[7]);
hQCD->Add(h[8]);
TH1F *hVV = (TH1F*)h[17]->Clone("hVV");
hVV->Add(h[18]);
hVV->Add(h[19]);
TH1F *hST = (TH1F*)h[12]->Clone("hST");
hST->Add(h[13]);
hST->Add(h[14]);
h[1]->SetLineColor(kRed);//ttHbb
h[1]->SetFillColor(kRed-9);
h[1]->SetLineWidth(2);
h[2]->SetLineColor(kRed);//ttHNobb
h[2]->SetFillColor(kRed-10);
h[2]->SetLineWidth(2);
TH1F *hTT = (TH1F*)h[11]->Clone("TTbar");
TH1F *hTTZ = (TH1F*)h[16]->Clone("TTZ");
TH1F *hTTW = (TH1F*)h[15]->Clone("TTW");
TH1F *hWJets = (TH1F*)h[10]->Clone("WJets");
TH1F *hDYJets = (TH1F*)h[9]->Clone("DYJets");
hQCD->SetFillColor(kBlue-10);//QCD
hTT->SetFillColor(kOrange);
hST->SetFillColor(kOrange-1);//ST
hVV->SetFillColor(kMagenta-10);//VV
hTTZ->SetFillColor(kYellow-10);//ttZ
hTTW->SetFillColor(kYellow-9);//ttW
hWJets->SetFillColor(kGreen-10);//WJets
hDYJets->SetFillColor(kGreen-8);//ZJets
float kfactor = 1.0;
if (hQCD->Integral() > 0) {
kfactor = (h[0]->Integral()-hTT->Integral()-hWJets->Integral()-hDYJets->Integral()-hST->Integral())/hQCD->Integral();
}
hQCD->Scale(kfactor);
TH1F *hBkg = (TH1F*)hQCD->Clone("hBkg");
hBkg->Add(hTT);
hBkg->Add(hST);
hBkg->Add(hTTW);
hBkg->Add(hTTZ);
hBkg->Add(hWJets);
hBkg->Add(hDYJets);
hBkg->Add(hVV);
hBkg->SetFillColor(kGray);
cout<<"Data events: "<<h[0]->Integral()<<endl;
cout<<"ttHJetTobb: "<<h[1]->Integral()<<endl;
cout<<"ttHJetToNonbb:"<<h[2]->Integral()<<endl;
cout<<"QCD events: "<<hQCD->Integral()<<endl;
cout<<"TTbar events: "<<hTT->Integral()<<endl;
cout<<"ST events: "<<hST->Integral()<<endl;
cout<<"TTZ events: "<<hTTZ->Integral()<<endl;
cout<<"TTW events: "<<hTTW->Integral()<<endl;
cout<<"WJets events: "<<hWJets->Integral()<<endl;
cout<<"DYJets events:"<<hDYJets->Integral()<<endl;
cout<<"VV events: "<<hVV->Integral()<<endl;
cout<<"kfactor: "<<kfactor<<endl;
THStack *hs = new THStack("hs","hs");
hs->Add(hVV);
hs->Add(hTTW);
hs->Add(hTTZ);
hs->Add(hWJets);
hs->Add(hDYJets);
hs->Add(hST);
hs->Add(hTT);
hs->Add(hQCD);
if (BLIND) {
for(int i=0;i<h[0]->GetNbinsX();i++) {
if (h[0]->GetBinCenter(i+1) > BLIND_MIN && h[0]->GetBinCenter(i+1) < BLIND_MAX) {
h[0]->SetBinContent(i+1,0);
h[0]->SetBinError(i+1,0);
}
}
}
TH1F *hRatio = (TH1F*)h[0]->Clone("Ratio");
hRatio->SetLineWidth(2);
hRatio->Divide(hBkg);
TLegend *leg = new TLegend(0.86,0.55,0.99,0.9);
leg->SetFillColor(0);
leg->SetTextFont(42);
leg->SetTextSize(0.03);
leg->AddEntry(hQCD,"QCD","F");
leg->AddEntry(hTT,"TTbar","F");
leg->AddEntry(hST,"ST","F");
leg->AddEntry(hTTZ,"ttZ","F");
leg->AddEntry(hTTW,"ttW","F");
leg->AddEntry(hWJets,"WJets","F");
leg->AddEntry(hDYJets,"ZJets","F");
leg->AddEntry(hVV,"Diboson","F");
leg->AddEntry(h[1],"ttHbb","L");
leg->AddEntry(h[2],"ttHNonbb","L");
if (SHAPE) {
h[1]->SetFillStyle(3001);
h[2]->SetFillStyle(3001);
h[0]->Scale(1./h[0]->Integral());
h[1]->Scale(1./h[1]->Integral());
h[2]->Scale(1./h[2]->Integral());
hQCD->Scale(1./hQCD->Integral());
hBkg->Scale(1./hBkg->Integral());
double max = TMath::Max(h[0]->GetBinContent(h[0]->GetMaximumBin()),hBkg->GetBinContent(hBkg->GetMaximumBin()));
hBkg->SetMaximum(1.1*max);
hBkg->GetXaxis()->SetTitle(XTITLE);
hBkg->GetXaxis()->SetRangeUser(XMIN,XMAX);
hBkg->Draw("hist");
h[0]->Draw("same E");
//h[1]->Draw("same hist");
leg->Draw();
gPad->RedrawAxis();
can->Print("can_"+VAR+"_norm.pdf");
}
else {
can->SetBottomMargin(0.25);
gPad->SetLogy();
//h[1]->Scale(h[0]->Integral()/h[1]->Integral());
h[1]->SetFillColor(0);
TH1F *hAux = (TH1F*)h[0]->Clone("aux");
hAux->Reset();
hAux->GetYaxis()->SetRangeUser(0.5,1.1*TMath::Max(h[1]->GetBinContent(h[1]->GetMaximumBin()),h[0]->GetBinContent(h[0]->GetMaximumBin())));
hAux->GetXaxis()->SetRangeUser(XMIN,XMAX);
hAux->GetYaxis()->SetTitle(TString::Format("Number of events / %1.2f fb^{-1}",LUMI/1000));
hAux->GetXaxis()->SetTitle("");
hAux->GetXaxis()->SetLabelSize(0.0);
hAux->Draw();
hs->Draw("hist same");
h[0]->Draw("same E");
h[1]->Draw("same hist");
h[2]->Draw("same hist");
leg->Draw();
gPad->RedrawAxis();
TPad *pad = new TPad("pad","pad",0.,0.,1.,1.);
pad->SetTopMargin(0.77);
pad->SetRightMargin(0.15);
pad->SetFillColor(0);
pad->SetFillStyle(0);
pad->Draw();
pad->cd(0);
pad->SetGridy();
hRatio->GetXaxis()->SetTitleOffset(0.95);
hRatio->GetYaxis()->SetTitleOffset(1.5);
hRatio->GetYaxis()->SetTickLength(0.06);
hRatio->GetYaxis()->SetTitleSize(0.03);
hRatio->GetYaxis()->SetLabelSize(0.03);
hRatio->GetYaxis()->SetTitle("Data/MC");
hRatio->GetXaxis()->SetTitle(XTITLE);
hRatio->GetXaxis()->SetRangeUser(XMIN,XMAX);
hRatio->GetYaxis()->SetRangeUser(0.5,1.5);
hRatio->GetYaxis()->SetNdivisions(505);
hRatio->Draw();
if (PRINT) {
can->Print("plots/can_"+VAR+"_abs.pdf");
can->Print("plots/can_"+VAR+"_abs.png");
}
}
}
void DrawVariable(TString DIR,TString VAR,float LUMI,bool LOG,int REBIN,float XMIN,float XMAX,TString XTITLE,bool isINT,int XNDIV,bool PRINT)
{
gROOT->ForceStyle();
const int N = 14;
TString SAMPLE[N] = {
"JetHT",
"TT_TuneCUETP8M1_13TeV-powheg-pythia8",
"WJetsToQQ_HT180_13TeV-madgraphMLM-pythia8",
"DYJetsToQQ_HT180_13TeV-madgraphMLM-pythia8",
"ST_t-channel_top_4f_inclusiveDecays_13TeV-powhegV2-madspin-pythia8_TuneCUETP8M1",
"ST_t-channel_antitop_4f_inclusiveDecays_13TeV-powhegV2-madspin-pythia8_TuneCUETP8M1",
"ST_tW_top_5f_inclusiveDecays_13TeV-powheg-pythia8_TuneCUETP8M1",
"ST_tW_antitop_5f_inclusiveDecays_13TeV-powheg-pythia8_TuneCUETP8M1",
"QCD_HT300to500_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT500to700_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT700to1000_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT1000to1500_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT1500to2000_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT2000toInf_TuneCUETP8M1_13TeV-madgraphMLM-pythia8"
};
float XSEC[N] = {1.0,0.5*832,3539,1460.,136.02,80.95,35.6,35.6,3.67e+5,2.94e+4,6.524e+03,1.064e+03,121.5,2.542e+01};
TFile *inf[N];
TH1F *h[N];
TCanvas *can = new TCanvas("DataVsMC_"+DIR+"_"+VAR,"DataVsMC_"+DIR+"_"+VAR,900,600);
can->SetRightMargin(0.15);
for(int i=0;i<N;i++) {
inf[i] = TFile::Open("Histo_"+SAMPLE[i]+".root");
h[i] = (TH1F*)inf[i]->Get(DIR+"/hWt_"+VAR);
if (!h[i]) {
cout<<"Histogram "<<"hWt_"+VAR<<" does not exist !!!"<<endl;
break;
}
h[i]->SetDirectory(0);
h[i]->Sumw2();
h[i]->Rebin(REBIN);
h[i]->SetLineWidth(1);
h[i]->SetLineColor(kBlack);
if (i>0) {
float norm = ((TH1F*)inf[i]->Get("eventCounter/GenEventWeight"))->GetSumOfWeights();
//cout<<SAMPLE[i]<<" "<<norm<<endl;
h[i]->Scale(LUMI*XSEC[i]/norm);
}
inf[i]->Close();
}
TH1F *hQCD = (TH1F*)h[8]->Clone("hQCD");
for(int i=9;i<N;i++) {
hQCD->Add(h[i]);
}
TH1F *hST = (TH1F*)h[4]->Clone("hST");
hST->Add(h[5]);
hST->Add(h[6]);
hST->Add(h[7]);
h[0]->SetLineWidth(2);//data
hQCD->SetFillColor(kBlue-10);//QCD
h[1]->SetFillColor(kOrange);//ttbar
h[2]->SetFillColor(kGreen-10);//WJets
h[3]->SetFillColor(kGreen-8);//ZJets
hST->SetFillColor(kOrange-1);//ST
float kfactor = 1.0;
if (hQCD->Integral() > 0) {
kfactor = (h[0]->Integral()-h[1]->Integral()-h[2]->Integral()-h[3]->Integral()-hST->Integral())/hQCD->Integral();
}
hQCD->Scale(kfactor);
TH1F *hBkg = (TH1F*)hQCD->Clone("hBkg");
hBkg->Add(h[1]);
hBkg->Add(h[2]);
hBkg->Add(h[3]);
hBkg->Add(h[4]);
hBkg->Add(hST);
//hBkg->SetFillColor(kGray);
cout<<"======== "<<VAR<<"====================="<<endl;
cout<<"Data events: "<<h[0]->Integral()<<endl;
cout<<"QCD events: "<<hQCD->Integral()<<endl;
cout<<"WJets events: "<<h[2]->Integral()<<endl;
cout<<"ZJets events: "<<h[3]->Integral()<<endl;
cout<<"ST events: "<<hST->Integral()<<endl;
cout<<"TTbar events: "<<h[1]->Integral()<<endl;
cout<<"kfactor: "<<kfactor<<endl;
THStack *hs = new THStack("hs","hs");
if (LOG) {
hs->Add(h[2]);
hs->Add(h[3]);
hs->Add(hST);
hs->Add(hQCD);
hs->Add(h[1]);
}
else {
hs->Add(h[3]);
hs->Add(hST);
hs->Add(h[2]);
hs->Add(hQCD);
hs->Add(h[1]);
}
TH1F *hRatio = (TH1F*)h[0]->Clone("Ratio");
hRatio->SetLineWidth(2);
hRatio->Divide(hBkg);
TLegend *leg = new TLegend(0.86,0.7,0.99,0.9);
leg->SetFillColor(0);
leg->SetTextFont(42);
leg->SetTextSize(0.03);
leg->AddEntry(hQCD,"QCD","F");
leg->AddEntry(h[1],"TTbar","F");
leg->AddEntry(hST,"ST","F");
leg->AddEntry(h[2],"WJets","F");
leg->AddEntry(h[3],"ZJets","F");
can->SetBottomMargin(0.25);
TH1F *hAux = (TH1F*)h[0]->Clone("aux");
hAux->Reset();
hAux->GetXaxis()->SetNdivisions(XNDIV);
if (isINT) {
hAux->GetXaxis()->CenterLabels();
}
hAux->GetYaxis()->SetRangeUser(0.5,1.1*TMath::Max(hBkg->GetBinContent(hBkg->GetMaximumBin()),h[0]->GetBinContent(h[0]->GetMaximumBin())));
if (LOG) {
gPad->SetLogy();
hAux->GetYaxis()->SetRangeUser(0.5,2*TMath::Max(hBkg->GetBinContent(hBkg->GetMaximumBin()),h[0]->GetBinContent(h[0]->GetMaximumBin())));
}
hAux->GetXaxis()->SetRangeUser(XMIN,XMAX);
hAux->GetYaxis()->SetTitle(TString::Format("Number of events / %1.2f fb^{-1}",LUMI/1000));
hAux->GetXaxis()->SetTitle("");
hAux->GetXaxis()->SetLabelSize(0.0);
hAux->Draw();
hs->Draw("hist same");
//hBkg->Draw("sames hist");
h[0]->Draw("sames E");
leg->Draw();
gPad->RedrawAxis();
TPad *pad = new TPad("pad","pad",0.,0.,1.,1.);
pad->SetTopMargin(0.77);
pad->SetRightMargin(0.15);
pad->SetFillColor(0);
pad->SetFillStyle(0);
pad->Draw();
pad->cd(0);
pad->SetGridy();
hRatio->GetXaxis()->SetTitleOffset(0.95);
hRatio->GetYaxis()->SetTitleOffset(1.5);
hRatio->GetYaxis()->SetTickLength(0.06);
hRatio->GetYaxis()->SetTitleSize(0.03);
hRatio->GetYaxis()->SetLabelSize(0.03);
hRatio->GetYaxis()->SetTitle("Data/MC");
hRatio->GetXaxis()->SetTitle(XTITLE);
hRatio->GetXaxis()->SetRangeUser(XMIN,XMAX);
hRatio->GetYaxis()->SetRangeUser(0.5,1.5);
hRatio->GetYaxis()->SetNdivisions(505);
hRatio->GetXaxis()->SetNdivisions(XNDIV);
if (isINT) {
hRatio->GetXaxis()->CenterLabels();
}
hRatio->Draw();
if (PRINT) {
can->Print("plots/"+TString(can->GetName())+".pdf");
can->Print("plots/"+TString(can->GetName())+".png");
}
}
void limit()
{
//=========Macro generated from canvas: limit/limit
//========= (Thu Apr 27 14:38:33 2017) by ROOT version6.02/05
TCanvas *limit = new TCanvas("limit", "limit",0,0,600,600);
gStyle->SetOptFit(1);
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
limit->SetHighLightColor(2);
limit->Range(0,0,1,1);
limit->SetFillColor(0);
limit->SetBorderMode(0);
limit->SetBorderSize(2);
limit->SetLeftMargin(0.16);
limit->SetRightMargin(0.04);
limit->SetTopMargin(0.06);
limit->SetBottomMargin(0.12);
limit->SetFrameFillStyle(0);
limit->SetFrameBorderMode(0);
// ------------>Primitives in pad: pad
TPad *pad = new TPad("pad", "pad",0,0,1,1);
pad->Draw();
pad->cd();
pad->Range(-59.99999,-2.046818,1565,15.01);
pad->SetFillColor(0);
pad->SetBorderMode(0);
pad->SetLogy();
pad->SetBorderSize(2);
pad->SetTickx(1);
pad->SetTicky(1);
pad->SetLeftMargin(0.16);
pad->SetRightMargin(0.04);
pad->SetTopMargin(0.06);
pad->SetBottomMargin(0.12);
pad->SetFrameFillStyle(0);
pad->SetFrameBorderMode(0);
pad->SetFrameFillStyle(0);
pad->SetFrameBorderMode(0);
TH1F *tmp01 = new TH1F("tmp01","Graph",100,200,1500);
tmp01->SetMinimum(0.);
tmp01->SetMaximum(13.98659);
tmp01->SetStats(0);
tmp01->SetLineStyle(0);
tmp01->SetMarkerStyle(20);
tmp01->GetXaxis()->SetTitle("m_{H} (GeV)");
tmp01->GetXaxis()->SetLabelFont(42);
tmp01->GetXaxis()->SetLabelOffset(0.01);
tmp01->GetXaxis()->SetTitleSize(0.05);
tmp01->GetXaxis()->SetTickLength(0.02);
tmp01->GetXaxis()->SetTitleOffset(1.08);
tmp01->GetXaxis()->SetTitleFont(42);
tmp01->GetYaxis()->SetTitle("95% CL limit on #sigma/#sigma_{SM}");
tmp01->GetYaxis()->SetLabelFont(42);
tmp01->GetYaxis()->SetLabelOffset(0.007);
tmp01->GetYaxis()->SetTitleSize(0.05);
tmp01->GetYaxis()->SetTickLength(0.02);
tmp01->GetYaxis()->SetTitleOffset(1.56);
tmp01->GetYaxis()->SetTitleFont(42);
tmp01->GetZaxis()->SetLabelFont(42);
tmp01->GetZaxis()->SetLabelOffset(0.007);
tmp01->GetZaxis()->SetTitleSize(0.05);
tmp01->GetZaxis()->SetTickLength(0.02);
tmp01->GetZaxis()->SetTitleFont(42);
tmp01->Draw("AXIS");
TH1F *tmp02 = new TH1F("tmp02","Graph",100,200,1500);
tmp02->SetMinimum(0);
tmp02->SetMaximum(13.98659);
tmp02->SetStats(0);
tmp02->SetLineStyle(0);
tmp02->SetMarkerStyle(20);
tmp02->GetXaxis()->SetTitle("m_{H} (GeV)");
tmp02->GetXaxis()->SetLabelFont(42);
tmp02->GetXaxis()->SetLabelOffset(0.01);
tmp02->GetXaxis()->SetTitleSize(0.05);
tmp02->GetXaxis()->SetTickLength(0.02);
tmp02->GetXaxis()->SetTitleOffset(1.08);
tmp02->GetXaxis()->SetTitleFont(42);
tmp02->GetYaxis()->SetTitle("95% CL limit on #sigma/#sigma_{SM}");
tmp02->GetYaxis()->SetLabelFont(42);
tmp02->GetYaxis()->SetLabelOffset(0.007);
tmp02->GetYaxis()->SetTitleSize(0.05);
tmp02->GetYaxis()->SetTickLength(0.02);
tmp02->GetYaxis()->SetTitleOffset(1.56);
tmp02->GetYaxis()->SetTitleFont(42);
tmp02->GetZaxis()->SetLabelFont(42);
tmp02->GetZaxis()->SetLabelOffset(0.007);
tmp02->GetZaxis()->SetTitleSize(0.05);
tmp02->GetZaxis()->SetTickLength(0.02);
tmp02->GetZaxis()->SetTitleFont(42);
tmp02->Draw("AXIGSAME");
Double_t Graph0_fx3001[27] = {
200,
250,
300,
350,
400,
450,
500,
550,
600,
650,
700,
750,
800,
850,
900,
950,
1000,
1050,
1100,
1150,
1200,
1250,
1300,
1350,
1400,
1450,
1500};
Double_t Graph0_fy3001[27] = {
4.796875,
2.148438,
0.8398438,
0.3857422,
0.2001953,
0.1088867,
0.06591797,
0.04736328,
0.03564453,
0.02783203,
0.02294922,
0.01806641,
0.01513672,
0.01220703,
0.01123047,
0.009277344,
0.008300781,
0.007324219,
0.007324219,
0.006347656,
0.006347656,
0.005371094,
0.005371094,
0.004394531,
0.004394531,
0.004394531,
0.004394531};
Double_t Graph0_felx3001[27] = {
4.032346e-316,
0,
0,
0,
6.906313e-310,
4.032343e-316,
2.121996e-314,
4.032582e-316,
0,
4.032588e-316,
4.032343e-316,
0,
4.032584e-316,
1.508018e-316,
1.508219e-316,
4.032589e-316,
2.124327e-314,
4.032593e-316,
5.582942e-322,
6.906313e-310,
0,
4.032344e-316,
4.032583e-316,
4.032588e-316,
1.58101e-322,
4.032293e-316,
5.582942e-322};
Double_t Graph0_fely3001[27] = {
2.370331,
1.057434,
0.405159,
0.1845837,
0.09618759,
0.05231667,
0.03192902,
0.02331161,
0.01754379,
0.01435089,
0.01183319,
0.009315491,
0.008041382,
0.006484985,
0.005966187,
0.004928589,
0.00440979,
0.004119873,
0.004119873,
0.003570557,
0.003570557,
0.00302124,
0.00302124,
0.002471924,
0.002471924,
0.002471924,
0.002471924};
Double_t Graph0_fehx3001[27] = {
4.031643e-316,
0,
0,
0,
6.906313e-310,
4.032106e-316,
2.121996e-314,
4.032349e-316,
0,
4.032354e-316,
4.032106e-316,
0,
4.032351e-316,
1.508018e-316,
1.508219e-316,
4.032356e-316,
2.124327e-314,
4.03236e-316,
5.582942e-322,
6.906313e-310,
0,
4.032107e-316,
4.03235e-316,
4.032354e-316,
1.58101e-322,
4.032222e-316,
5.582942e-322};
Double_t Graph0_fehy3001[27] = {
5.693069,
2.47175,
0.8989364,
0.4081147,
0.2108151,
0.1170805,
0.07362081,
0.05438244,
0.04146756,
0.03243252,
0.02825768,
0.02361592,
0.01990321,
0.01752287,
0.01712826,
0.0153559,
0.01456667,
0.01341494,
0.01192601,
0.0124739,
0.01149977,
0.01055484,
0.01051202,
0.008670811,
0.008670811,
0.008635777,
0.008635777};
TGraphAsymmErrors *grae = new TGraphAsymmErrors(27,Graph0_fx3001,Graph0_fy3001,Graph0_felx3001,Graph0_fehx3001,Graph0_fely3001,Graph0_fehy3001);
grae->SetName("Graph0");
grae->SetTitle("Graph");
Int_t ci; // for color index setting
TColor *color; // for color definition with alpha
ci = TColor::GetColor("#ffff00");
grae->SetFillColor(ci);
grae->SetMarkerStyle(20);
TH1F *Graph_Graph3001 = new TH1F("Graph_Graph3001","Graph",100,70,1630);
Graph_Graph3001->SetMinimum(0);
Graph_Graph3001->SetMaximum(11.53875);
Graph_Graph3001->SetDirectory(0);
Graph_Graph3001->SetStats(0);
Graph_Graph3001->SetLineStyle(0);
Graph_Graph3001->SetMarkerStyle(20);
Graph_Graph3001->GetXaxis()->SetLabelFont(42);
Graph_Graph3001->GetXaxis()->SetTitleSize(0.05);
Graph_Graph3001->GetXaxis()->SetTickLength(0.02);
Graph_Graph3001->GetXaxis()->SetTitleOffset(1.08);
Graph_Graph3001->GetXaxis()->SetTitleFont(42);
Graph_Graph3001->GetYaxis()->SetLabelFont(42);
Graph_Graph3001->GetYaxis()->SetLabelOffset(0.007);
Graph_Graph3001->GetYaxis()->SetTitleSize(0.05);
Graph_Graph3001->GetYaxis()->SetTickLength(0.02);
Graph_Graph3001->GetYaxis()->SetTitleOffset(1.56);
Graph_Graph3001->GetYaxis()->SetTitleFont(42);
Graph_Graph3001->GetZaxis()->SetLabelFont(42);
Graph_Graph3001->GetZaxis()->SetLabelOffset(0.007);
Graph_Graph3001->GetZaxis()->SetTitleSize(0.05);
Graph_Graph3001->GetZaxis()->SetTickLength(0.02);
Graph_Graph3001->GetZaxis()->SetTitleFont(42);
grae->SetHistogram(Graph_Graph3001);
grae->Draw("3");
Double_t Graph1_fx3002[27] = {
200,
250,
300,
350,
400,
450,
500,
550,
600,
650,
700,
750,
800,
850,
900,
950,
1000,
1050,
1100,
1150,
1200,
1250,
1300,
1350,
1400,
1450,
1500};
Double_t Graph1_fy3002[27] = {
4.796875,
2.148438,
0.8398438,
0.3857422,
0.2001953,
0.1088867,
0.06591797,
0.04736328,
0.03564453,
0.02783203,
0.02294922,
0.01806641,
0.01513672,
0.01220703,
0.01123047,
0.009277344,
0.008300781,
0.007324219,
0.007324219,
0.006347656,
0.006347656,
0.005371094,
0.005371094,
0.004394531,
0.004394531,
0.004394531,
0.004394531};
Double_t Graph1_felx3002[27] = {
4.028644e-316,
2.608667e-321,
4.022558e-316,
0,
2.420922e-322,
4.028601e-316,
0,
2.11372e-314,
0,
4.940656e-323,
8.744962e-322,
0,
0,
4.940656e-323,
0,
6.906314e-310,
5.33769e+160,
0,
4.021573e-316,
6.906314e-310,
0,
1.188318e-312,
4.027998e-316,
0,
1.58101e-322,
4.027629e-316,
1.630417e-322};
Double_t Graph1_fely3002[27] = {
1.490716,
0.6650269,
0.2516418,
0.1146438,
0.05974151,
0.03228919,
0.01945674,
0.01420552,
0.01069075,
0.009417772,
0.007765532,
0.006113291,
0.005277157,
0.003647804,
0.00335598,
0.002772331,
0.002480507,
0.002317429,
0.002832413,
0.002231598,
0.002231598,
0.001888275,
0.001888275,
0.001544952,
0.001544952,
0.001544952,
0.002162933};
Double_t Graph1_fehx3002[27] = {
1.179415e-312,
2.608667e-321,
4.022558e-316,
0,
2.420922e-322,
4.028634e-316,
0,
2.113722e-314,
0,
4.940656e-323,
8.744962e-322,
0,
0,
4.940656e-323,
0,
6.906314e-310,
2.139459e+161,
0,
4.021573e-316,
6.906314e-310,
0,
1.188318e-312,
4.027998e-316,
0,
1.58101e-322,
4.027675e-316,
1.630417e-322};
Double_t Graph1_fehy3002[27] = {
2.351828,
1.053343,
0.3849801,
0.1768222,
0.09017253,
0.05078118,
0.03126747,
0.02303264,
0.01790216,
0.012869,
0.0113431,
0.009505779,
0.008205643,
0.007395977,
0.0068043,
0.006212621,
0.006088058,
0.005138258,
0.004204029,
0.005262822,
0.003643492,
0.004453157,
0.003768056,
0.004204029,
0.004204029,
0.003643492,
0.003643492};
grae = new TGraphAsymmErrors(27,Graph1_fx3002,Graph1_fy3002,Graph1_felx3002,Graph1_fehx3002,Graph1_fely3002,Graph1_fehy3002);
grae->SetName("Graph1");
grae->SetTitle("Graph");
ci = TColor::GetColor("#00ff00");
grae->SetFillColor(ci);
grae->SetMarkerStyle(20);
TH1F *Graph_Graph3002 = new TH1F("Graph_Graph3002","Graph",100,-8.010917e+160,2.406781e+161);
Graph_Graph3002->SetMinimum(0);
Graph_Graph3002->SetMaximum(7.86335);
Graph_Graph3002->SetDirectory(0);
Graph_Graph3002->SetStats(0);
Graph_Graph3002->SetLineStyle(0);
Graph_Graph3002->SetMarkerStyle(20);
Graph_Graph3002->GetXaxis()->SetLabelFont(42);
Graph_Graph3002->GetXaxis()->SetTitleSize(0.05);
Graph_Graph3002->GetXaxis()->SetTickLength(0.02);
Graph_Graph3002->GetXaxis()->SetTitleOffset(1.08);
Graph_Graph3002->GetXaxis()->SetTitleFont(42);
Graph_Graph3002->GetYaxis()->SetLabelFont(42);
Graph_Graph3002->GetYaxis()->SetLabelOffset(0.007);
Graph_Graph3002->GetYaxis()->SetTitleSize(0.05);
Graph_Graph3002->GetYaxis()->SetTickLength(0.02);
Graph_Graph3002->GetYaxis()->SetTitleOffset(1.56);
Graph_Graph3002->GetYaxis()->SetTitleFont(42);
Graph_Graph3002->GetZaxis()->SetLabelFont(42);
Graph_Graph3002->GetZaxis()->SetLabelOffset(0.007);
Graph_Graph3002->GetZaxis()->SetTitleSize(0.05);
Graph_Graph3002->GetZaxis()->SetTickLength(0.02);
Graph_Graph3002->GetZaxis()->SetTitleFont(42);
grae->SetHistogram(Graph_Graph3002);
grae->Draw("3");
Double_t Graph2_fx1[27] = {
200,
250,
300,
350,
400,
450,
500,
550,
600,
650,
700,
750,
800,
850,
900,
950,
1000,
1050,
1100,
1150,
1200,
1250,
1300,
1350,
1400,
1450,
1500};
Double_t Graph2_fy1[27] = {
4.796875,
2.148438,
0.8398438,
0.3857422,
0.2001953,
0.1088867,
0.06591797,
0.04736328,
0.03564453,
0.02783203,
0.02294922,
0.01806641,
0.01513672,
0.01220703,
0.01123047,
0.009277344,
0.008300781,
0.007324219,
0.007324219,
0.006347656,
0.006347656,
0.005371094,
0.005371094,
0.004394531,
0.004394531,
0.004394531,
0.004394531};
TGraph *graph = new TGraph(27,Graph2_fx1,Graph2_fy1);
graph->SetName("Graph2");
graph->SetTitle("Graph");
graph->SetFillColor(1);
ci = TColor::GetColor("#ff0000");
graph->SetLineColor(ci);
graph->SetLineWidth(2);
graph->SetMarkerStyle(20);
TH1F *Graph_Graph1 = new TH1F("Graph_Graph1","Graph",100,70,1630);
Graph_Graph1->SetMinimum(0);
Graph_Graph1->SetMaximum(5.276123);
Graph_Graph1->SetDirectory(0);
Graph_Graph1->SetStats(0);
Graph_Graph1->SetLineStyle(0);
Graph_Graph1->SetMarkerStyle(20);
Graph_Graph1->GetXaxis()->SetLabelFont(42);
Graph_Graph1->GetXaxis()->SetTitleSize(0.05);
Graph_Graph1->GetXaxis()->SetTickLength(0.02);
Graph_Graph1->GetXaxis()->SetTitleOffset(1.08);
Graph_Graph1->GetXaxis()->SetTitleFont(42);
Graph_Graph1->GetYaxis()->SetLabelFont(42);
Graph_Graph1->GetYaxis()->SetLabelOffset(0.007);
Graph_Graph1->GetYaxis()->SetTitleSize(0.05);
Graph_Graph1->GetYaxis()->SetTickLength(0.02);
Graph_Graph1->GetYaxis()->SetTitleOffset(1.56);
Graph_Graph1->GetYaxis()->SetTitleFont(42);
Graph_Graph1->GetZaxis()->SetLabelFont(42);
Graph_Graph1->GetZaxis()->SetLabelOffset(0.007);
Graph_Graph1->GetZaxis()->SetTitleSize(0.05);
Graph_Graph1->GetZaxis()->SetTickLength(0.02);
Graph_Graph1->GetZaxis()->SetTitleFont(42);
graph->SetHistogram(Graph_Graph1);
graph->Draw("l");
Double_t Graph3_fx2[27] = {
200,
250,
300,
350,
400,
450,
500,
550,
600,
650,
700,
750,
800,
850,
900,
950,
1000,
1050,
1100,
1150,
1200,
1250,
1300,
1350,
1400,
1450,
1500};
Double_t Graph3_fy2[27] = {
4.79203,
2.152691,
0.8377939,
0.3861777,
0.1995838,
0.1090425,
0.0660598,
0.04759021,
0.03596779,
0.02751563,
0.02238263,
0.01815241,
0.01512282,
0.01228406,
0.01162986,
0.009836298,
0.008643669,
0.007866618,
0.007089044,
0.006702567,
0.005960677,
0.005744891,
0.005145786,
0.004956617,
0.004917011,
0.004476165,
0.004343825};
graph = new TGraph(27,Graph3_fx2,Graph3_fy2);
graph->SetName("Graph3");
graph->SetTitle("Graph");
graph->SetFillColor(1);
graph->SetLineWidth(2);
graph->SetMarkerStyle(20);
TH1F *Graph_Graph2 = new TH1F("Graph_Graph2","Graph",100,70,1630);
Graph_Graph2->SetMinimum(0);
Graph_Graph2->SetMaximum(5.270799);
Graph_Graph2->SetDirectory(0);
Graph_Graph2->SetStats(0);
Graph_Graph2->SetLineStyle(0);
Graph_Graph2->SetMarkerStyle(20);
Graph_Graph2->GetXaxis()->SetLabelFont(42);
Graph_Graph2->GetXaxis()->SetTitleSize(0.05);
Graph_Graph2->GetXaxis()->SetTickLength(0.02);
Graph_Graph2->GetXaxis()->SetTitleOffset(1.08);
Graph_Graph2->GetXaxis()->SetTitleFont(42);
Graph_Graph2->GetYaxis()->SetLabelFont(42);
Graph_Graph2->GetYaxis()->SetLabelOffset(0.007);
Graph_Graph2->GetYaxis()->SetTitleSize(0.05);
Graph_Graph2->GetYaxis()->SetTickLength(0.02);
Graph_Graph2->GetYaxis()->SetTitleOffset(1.56);
Graph_Graph2->GetYaxis()->SetTitleFont(42);
Graph_Graph2->GetZaxis()->SetLabelFont(42);
Graph_Graph2->GetZaxis()->SetLabelOffset(0.007);
Graph_Graph2->GetZaxis()->SetTitleSize(0.05);
Graph_Graph2->GetZaxis()->SetTickLength(0.02);
Graph_Graph2->GetZaxis()->SetTitleFont(42);
graph->SetHistogram(Graph_Graph2);
graph->Draw("pl");
TH1F *tmp0_copy3 = new TH1F("tmp0_copy3","Graph",100,200,1500);
tmp0_copy3->SetMinimum(0);
tmp0_copy3->SetMaximum(11.53875);
tmp0_copy3->SetDirectory(0);
tmp0_copy3->SetStats(0);
tmp0_copy3->SetLineStyle(0);
tmp0_copy3->SetMarkerStyle(20);
tmp0_copy3->GetXaxis()->SetLabelFont(42);
tmp0_copy3->GetXaxis()->SetTitleSize(0.05);
tmp0_copy3->GetXaxis()->SetTickLength(0.02);
tmp0_copy3->GetXaxis()->SetTitleOffset(1.08);
tmp0_copy3->GetXaxis()->SetTitleFont(42);
tmp0_copy3->GetYaxis()->SetLabelFont(42);
tmp0_copy3->GetYaxis()->SetLabelOffset(0.007);
tmp0_copy3->GetYaxis()->SetTitleSize(0.05);
tmp0_copy3->GetYaxis()->SetTickLength(0.02);
tmp0_copy3->GetYaxis()->SetTitleOffset(1.56);
tmp0_copy3->GetYaxis()->SetTitleFont(42);
tmp0_copy3->GetZaxis()->SetLabelFont(42);
tmp0_copy3->GetZaxis()->SetLabelOffset(0.007);
tmp0_copy3->GetZaxis()->SetTitleSize(0.05);
tmp0_copy3->GetZaxis()->SetTickLength(0.02);
tmp0_copy3->GetZaxis()->SetTitleFont(42);
tmp0_copy3->Draw("sameaxis");
TH1F *tmp0_copy4 = new TH1F("tmp0_copy4","Graph",100,200,1500);
tmp0_copy4->SetMinimum(0);
tmp0_copy4->SetMaximum(11.53875);
tmp0_copy4->SetDirectory(0);
tmp0_copy4->SetStats(0);
tmp0_copy4->SetLineStyle(0);
tmp0_copy4->SetMarkerStyle(20);
tmp0_copy4->GetXaxis()->SetLabelFont(42);
tmp0_copy4->GetXaxis()->SetTitleSize(0.05);
tmp0_copy4->GetXaxis()->SetTickLength(0.02);
tmp0_copy4->GetXaxis()->SetTitleOffset(1.08);
tmp0_copy4->GetXaxis()->SetTitleFont(42);
tmp0_copy4->GetYaxis()->SetLabelFont(42);
tmp0_copy4->GetYaxis()->SetLabelOffset(0.007);
tmp0_copy4->GetYaxis()->SetTitleSize(0.05);
tmp0_copy4->GetYaxis()->SetTickLength(0.02);
tmp0_copy4->GetYaxis()->SetTitleOffset(1.56);
tmp0_copy4->GetYaxis()->SetTitleFont(42);
tmp0_copy4->GetZaxis()->SetLabelFont(42);
tmp0_copy4->GetZaxis()->SetLabelOffset(0.007);
tmp0_copy4->GetZaxis()->SetTitleSize(0.05);
tmp0_copy4->GetZaxis()->SetTickLength(0.02);
tmp0_copy4->GetZaxis()->SetTitleFont(42);
tmp0_copy4->Draw("sameaxig");
TLegend *leg = new TLegend(0.495,0.825,0.945,0.925,NULL,"NBNDC");
leg->SetBorderSize(0);
leg->SetLineColor(1);
leg->SetLineStyle(1);
leg->SetLineWidth(1);
leg->SetFillColor(0);
leg->SetFillStyle(1001);
TLegendEntry *entry=leg->AddEntry("Graph3","Observed","LP");
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(20);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph2","Expected","L");
ci = TColor::GetColor("#ff0000");
entry->SetLineColor(ci);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph1","#pm1#sigma Expected","F");
ci = TColor::GetColor("#00ff00");
entry->SetFillColor(ci);
entry->SetFillStyle(1001);
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph0","#pm2#sigma Expected","F");
ci = TColor::GetColor("#ffff00");
entry->SetFillColor(ci);
entry->SetFillStyle(1001);
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
leg->Draw();
TPave *pave = new TPave(0.16,0.81,0.96,0.94,1,"brNDC");
pave->SetFillColor(0);
pave->Draw();
leg = new TLegend(0.495,0.825,0.945,0.925,NULL,"NBNDC");
leg->SetBorderSize(0);
leg->SetLineColor(1);
leg->SetLineStyle(1);
leg->SetLineWidth(1);
leg->SetFillColor(0);
leg->SetFillStyle(1001);
entry=leg->AddEntry("Graph3","Observed","LP");
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(20);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph2","Expected","L");
ci = TColor::GetColor("#ff0000");
entry->SetLineColor(ci);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph1","#pm1#sigma Expected","F");
ci = TColor::GetColor("#00ff00");
entry->SetFillColor(ci);
entry->SetFillStyle(1001);
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph0","#pm2#sigma Expected","F");
ci = TColor::GetColor("#ffff00");
entry->SetFillColor(ci);
entry->SetFillStyle(1001);
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
leg->Draw();
TLatex * tex = new TLatex(0.196,0.9113,"CMS");
tex->SetNDC();
tex->SetTextAlign(13);
tex->SetTextSize(0.048);
tex->SetLineWidth(2);
tex->Draw();
tex = new TLatex(0.196,0.8537,"Internal");
tex->SetNDC();
tex->SetTextAlign(13);
tex->SetTextFont(52);
tex->SetTextSize(0.03648);
tex->SetLineWidth(2);
tex->Draw();
tex = new TLatex(0.96,0.952,"");
tex->SetNDC();
tex->SetTextAlign(31);
tex->SetTextFont(42);
tex->SetTextSize(0.036);
tex->SetLineWidth(2);
tex->Draw();
tex = new TLatex(0.16,0.952,"");
tex->SetNDC();
tex->SetTextFont(42);
tex->SetTextSize(0.036);
tex->SetLineWidth(2);
tex->Draw();
pad->Modified();
limit->cd();
limit->Modified();
limit->cd();
limit->SetSelected(limit);
}
void second() {
TCanvas *nut = new TCanvas("nut", "Second Session",100,10,750,1000);
nut->Range(0,0,20,24);
nut->SetFillColor(18);
TPaveLabel *pl = new TPaveLabel(3,22,17,23.7,"My second ROOT interactive session","br");
pl->SetFillColor(18);
pl->Draw();
TText t(0,0,"a");
t.SetTextFont(62);
t.SetTextSize(0.025);
t.SetTextAlign(12);
t.DrawText(2,21,"Very large C/C++ files can be interpreted (50,000 lines+).");
t.DrawText(2,20,"Functions in macros can reference other functions, etc.");
t.DrawText(2,19,"Let's make a file \"graph.C\" with the following statements:");
TPaveText *macro = new TPaveText(2,11,18,18);
macro->SetFillColor(10);
macro->SetTextColor(kBlue);
macro->SetBorderSize(6);
macro->SetTextAlign(12);
macro->SetTextFont(61);
macro->AddText("{");
macro->AddText(" TCanvas *c1 = new TCanvas(\"c1\",\"A Simple Graph Example\",200,10,700,500);");
macro->AddText(" c1->Range(-0.5,-2,2.5,12);");
macro->AddText(" const Int_t n = 20");
macro->AddText(" Float_t x[n], y[n];");
macro->AddText(" for (Int_t i=0;i<n;i++) {");
macro->AddText(" x[i] = i*0.1;");
macro->AddText(" y[i] = 10*sin(x[i]+0.2);");
macro->AddText(" }");
macro->AddText(" gr = new TGraph(n,x,y);");
macro->AddText(" gr->Draw(\"AC*\");");
macro->AddText("}");
macro->AddText(" ");
macro->Draw();
t.SetTextFont(72);
t.SetTextColor(kRed);
t.SetTextSize(0.026);
t.DrawText(3,10,"Root > .x graph.C");
TPad *pad = new TPad("pad","pad",.15,.05,.85,.40);
pad->SetFillColor(41);
pad->SetFrameFillColor(33);
pad->Draw();
pad->cd();
pad->SetGrid();
pad->Range(-0.5,-2,2.5,12);
const Int_t n = 20;
Float_t x[n], y[n];
for (Int_t i=0;i<n;i++) {
x[i] = i*0.1;
y[i] = 10*sin(x[i]+0.2);
}
gr = new TGraph(n,x,y);
gr->Draw("AC*");
nut->cd();
}
void compareplots(){
vector<TFile*> files;
files.push_back(new TFile("/storage/9/schweiger/analyseFxFx/pythia8/100kEvents/mergingscale_100/ttbar2JetLO8TeVMECut50GeVCTEQ6M-extracted.root"));
files.push_back(new TFile("/storage/9/schweiger/analyseFxFx/pythia8/100kEvents/mergingscale_100/ttbarMergedMS100GeVMCCut50GeV8TeVCTEQ6M-extracted.root"));
vector<TString> names;
names.push_back("ttbar+2 Jets, in LO");
names.push_back("ttbar+1 Jet, FxFx-Merged");
vector<TString> titles;
titles.push_back("Gen-Jet p_{T} with pos weights (GeV)");
titles.push_back("Gen-Jet p_{T} with neg weights (GeV)");
titles.push_back("Gen-Jet p_{T} (GeV)");
titles.push_back("Gen_Jet #phi with pos. weights");
titles.push_back("Gen_Jet #phi with neg. weights");
titles.push_back("Gen_Jet #phi");
titles.push_back("Gen Jet #theta with pos weights");
titles.push_back("Gen Jet #theta with neg weights");
titles.push_back("Gen Jet #theta");
titles.push_back("Gen Jet Energy with pos weights (GeV) ");
titles.push_back("Gen Jet Energy with neg weights (GeV)");
titles.push_back("Gen Jet Energy (GeV)");
titles.push_back("p_{T} of hardest Gen-Jet with pos weights (GeV)");
titles.push_back("p_{T} of hardest Gen-Jet with neg weights (GeV)");
titles.push_back("p_{T} of hardest Gen-Jet (GeV)");
titles.push_back("p_{T} of 2nd hardest Gen-Jet with pos weights (GeV)");
titles.push_back("p_{T} of 2nd hardest Gen-Jet with neg weights (GeV)");
titles.push_back("p_{T} of 2nd hardest Gen-Jet (GeV)");
titles.push_back("#eta of hardest Gen-Jets with pos weights");
titles.push_back("#eta of hardest Gen-Jets with neg weights");
titles.push_back("#eta of hardest Gen-Jets");
titles.push_back("Number of Gen-Jets with pos. weights");
titles.push_back("Number of Gen-Jets with neg. weights");
titles.push_back("Number of Gen-Jets");
TFile *vergleich = new TFile("vergleich_ttbar_Fx_vs_noFx.root","RECREATE");
// Show no statistics box
gStyle->SetOptStat(0);
TH1::SetDefaultSumw2();
// Main program part
TIter nextkey(files.at(0)->GetListOfKeys());
TKey *key;
bool first=true;
TCanvas* c = new TCanvas();
c->Print("plots.pdf[");
// Save also as pictures
int pictureNumber = 0;
int run = 0;
while (key = (TKey*)nextkey()) {
pictureNumber++;
TString pictureName = TString::Format("%d.png",pictureNumber);
vector<TH1F*> histos;
histos.push_back((TH1F*)key->ReadObj());
for(size_t i=1;i<files.size();i++){
histos.push_back((TH1F*)files.at(i)->Get(histos.at(0)->GetName()));
}
for(size_t i=0;i<histos.size();i++){
if(i == 0){
histos.at(i)->SetLineColor(kBlack);
}
if(i == 1){
histos.at(i)->SetLineColor(kRed);
}
if(i == 2){
histos.at(i)->SetLineColor(kBlue);
}
if(i == 3){
histos.at(i)->SetLineColor(kGreen+2);
}
if(i == 4){
histos.at(i)->SetLineColor(kMagenta-7);
}
if(i == 5){
histos.at(i)->SetLineColor(kOrange+7);
}
}
for(size_t i=0;i<histos.size();i++){
histos.at(i)->Sumw2();
histos.at(i)->Scale(1./histos.at(i)->Integral(),"width");
}
// Set axis title
histos.at(0)->GetYaxis()->SetTitle("Normalized units");
std::string const histogramName = histos.at(0)->GetName();
histos.at(0)->GetXaxis()->SetLabelSize(0.06);
histos.at(0)->GetXaxis()->SetLabelOffset(0.006);
histos.at(0)->GetYaxis()->SetLabelSize(0.06);
histos.at(0)->GetYaxis()->SetLabelOffset(0.006);
histos.at(0)->GetXaxis()->SetTitleSize(0.06);
histos.at(0)->GetXaxis()->SetTitleOffset(1.1);
histos.at(0)->GetYaxis()->SetTitleSize(0.06);
histos.at(0)->GetYaxis()->SetTitleOffset(1.08);
histos.at(0)->GetXaxis()->SetTitle(titles.at(run));
run = run+1;
if(run == (3*8)){
run = 0;
}
// If only two histograms per plot make a ratio plot
if(histos.size() == 2)
{
//create main pad
TPad *mainPad = new TPad("","",0.0,0.3,1.0,1.0);
mainPad->SetNumber(1);
mainPad->SetBottomMargin(0.0);
mainPad->SetRightMargin(0.04);
mainPad->SetLeftMargin(0.13);
mainPad->Draw();
//create ratio pad
TPad *ratioPad = new TPad("","",0.0,0.0,1.0,0.3);
ratioPad->SetTopMargin(0.0);
ratioPad->SetBottomMargin(0.4);
ratioPad->SetLeftMargin(0.13);
ratioPad->SetRightMargin(0.04);
gStyle->SetOptTitle(0);
ratioPad->SetFillColor(0);
ratioPad->SetNumber(2);
ratioPad->SetGridy();
ratioPad->Draw();
// Draw both histograms first
c->cd(1);
histos.at(0)->Draw("histo E");
histos.at(1)->Draw("histo same E");
// Show legend and statistical tests in first pad
for(size_t i=0;i<histos.size()-1;i=i+2){
double ksresult = histos.at(i)->KolmogorovTest(histos.at(i+1));
ksresult=floor(ksresult*1000+0.5)/1000;
double chi2result =histos.at(i)->Chi2Test(histos.at(i+1),"WW");
chi2result=floor(chi2result*1000+0.5)/1000;
stringstream ss;
ss << " KS: " <<std::setprecision(3) << ksresult << " chi2: " <<std::setprecision(3) << chi2result << " Private Work";
const char * ch = & ss.str().c_str();;
TLatex * ks = new TLatex(0.1, 0.9-0.03*i, ch );
ks->SetTextColor(histos.at(i)->GetLineColor());
ks->SetNDC();
ks->Draw("");
}
TLegend* l = new TLegend(0.55,0.9,0.69,0.99);
// Options for legend
l->SetBorderSize(0);
l->SetLineStyle(0);
l->SetTextSize(0.049);
l->SetFillStyle(0);
for(size_t i=0;i<names.size();i++){
l->AddEntry(histos.at(i),names.at(i),"L");
}
l->Draw("same");
// Clone histograms and draw ratio plot
c->cd(2);
TH1F* ratioHisto = (TH1F*)histos.at(0)->Clone();
ratioHisto->Divide(histos.at(1));
ratioHisto->SetLineColor(kBlue);
ratioHisto->SetStats(false);
ratioHisto->GetYaxis()->SetTitle("Ratio #frac{noFxFx}{FxFx}");
// Same Size like in histogram
ratioHisto->SetLabelSize(histos.at(0)->GetLabelSize() * 0.7 / 0.3);
ratioHisto->SetTitleOffset((histos.at(0)->GetTitleOffset("Y") * 0.3 / 0.7), "Y");
ratioHisto->SetTitleSize((histos.at(0)->GetTitleSize("Y") * 0.7 / 0.3), "Y");
ratioHisto->SetTitleOffset((histos.at(0)->GetTitleOffset("X")), "X");
ratioHisto->SetTitleSize((histos.at(0)->GetTitleSize("X") * 0.7 / 0.3), "X");
// Use nicer range
ratioHisto->GetYaxis()->SetRangeUser(0, 2.2);
ratioHisto->GetYaxis()->SetNdivisions(503);
ratioHisto->GetYaxis()->SetLabelSize(0.06 * 0.7 / 0.3);
ratioHisto->Draw();
}
else
{
histos.at(0)->Draw("histo E");
for(size_t i=0;i<histos.size();i++){
histos.at(i)->Draw("histo same E");
}
for(size_t i=0;i<histos.size()-1;i=i+2){
double ksresult = histos.at(i)->KolmogorovTest(histos.at(i+1));
ksresult=floor(ksresult*1000+0.5)/1000;
double chi2result =histos.at(i)->Chi2Test(histos.at(i+1),"WW");
chi2result=floor(chi2result*1000+0.5)/1000;
stringstream ss;
ss << "KS: " <<std::setprecision(3) << ksresult << " chi2: " <<std::setprecision(3) << chi2result;
const char * ch = & ss.str().c_str();;
TText * ks = new TText(0.1, 0.9-0.03*i, ch );
ks->SetTextColor(histos.at(i)->GetLineColor());
ks->SetNDC();
ks->Draw("");
}
TLegend* l = new TLegend(0.65,0.5,0.9,0.7);
l->SetBorderSize(0);
l->SetLineStyle(0);
// l->SetTextSize(0.039);
l->SetFillStyle(0);
for(size_t i=0;i<names.size();i++){
l->AddEntry(histos.at(i),names.at(i),"L");
}
l->Draw("same");
}
c->Print("plots.pdf");
c->SaveAs(pictureName);
vergleich->WriteTObject(c);
}
c->Print("plots.pdf]");
}
void CreateDataTemplates(double dX,int BRN_ORDER)
{
gROOT->ForceStyle();
RooMsgService::instance().setSilentMode(kTRUE);
for(int i=0;i<2;i++) {
RooMsgService::instance().setStreamStatus(i,kFALSE);
}
double XMIN = 80;
double XMAX = 200;
const int NSEL(2);
const int NCAT[NSEL] = {4,3};
const double MVA_BND[NSEL][NCAT[0]+1] = {{-0.6,0.0,0.7,0.84,1},{-0.1,0.4,0.8,1}};
char name[1000];
TString SELECTION[NSEL] = {"NOM","VBF"};
TString SELTAG[NSEL] = {"NOM","PRK"};
TString MASS_VAR[NSEL] = {"mbbReg[1]","mbbReg[2]"};
TFile *fBKG = TFile::Open("limit_BRN5+4_dX0p1_80-200_CAT0-6/output/bkg_shapes_workspace.root");
RooWorkspace *wBkg = (RooWorkspace*)fBKG->Get("w");
RooWorkspace *w = new RooWorkspace("w","workspace");
//RooRealVar x(*(RooRealVar*)wBkg->var("mbbReg"));
TTree *tr;
TH1F *h,*hBlind;
TCanvas *canFit[5];
RooDataHist *roohist[5],*roohist_blind[5];
TFile *fTransfer = TFile::Open("limit_BRN5+4_dX0p1_80-200_CAT0-6/output/transferFunctions.root");
TF1 *transFunc;
int counter(0);
int NPAR = BRN_ORDER;
for(int isel=0;isel<NSEL;isel++) {
TFile *fDATA = TFile::Open("flat/Fit_data_sel"+SELECTION[isel]+".root");
RooRealVar *brn[8];
RooArgSet brn_params;
if (isel == 1) {
NPAR = 4;
}
for(int ib=0;ib<=NPAR;ib++) {
brn[ib] = new RooRealVar("b"+TString::Format("%d",ib)+"_sel"+SELECTION[isel],"b"+TString::Format("%d",ib)+"_sel"+SELECTION[isel],0.5,0,10.);
brn_params.add(*brn[ib]);
}
for(int icat=0;icat<NCAT[isel];icat++) {
RooRealVar x("mbbReg_"+TString::Format("CAT%d",counter),"mbbReg_"+TString::Format("CAT%d",counter),XMIN,XMAX);
sprintf(name,"fitRatio_sel%s_CAT%d",SELTAG[isel].Data(),counter);
transFunc = (TF1*)fTransfer->Get(name);
transFunc->Print();
// --- The error on the tranfer function parameters is shrinked because the correlations are ingored.
// --- Must be consistent with TransferFunctions.C
float p0 = transFunc->GetParameter(0);
float e0 = transFunc->GetParError(0);
float p1 = transFunc->GetParameter(1);
float e1 = transFunc->GetParError(1);
float p2 = transFunc->GetParameter(2);
float e2 = transFunc->GetParError(2);
RooRealVar trans_p2(TString::Format("trans_p2_CAT%d",counter),TString::Format("trans_p2_CAT%d",counter),p2);
RooRealVar trans_p1(TString::Format("trans_p1_CAT%d",counter),TString::Format("trans_p1_CAT%d",counter),p1);
RooRealVar trans_p0(TString::Format("trans_p0_CAT%d",counter),TString::Format("trans_p0_CAT%d",counter),p0);
printf("%.2f %.2f %.2f\n",p0,p1,p2);
RooGenericPdf *transfer;
if (isel == 0) {
trans_p2.setError(0.5*e2);
trans_p1.setError(0.5*e1);
trans_p0.setError(0.5*e0);
transfer = new RooGenericPdf(TString::Format("transfer_CAT%d",counter),"@2*@0+@1",RooArgList(x,trans_p0,trans_p1));
}
else {
trans_p2.setError(0.05*e2);
trans_p1.setError(0.05*e1);
trans_p0.setError(0.05*e0);
transfer = new RooGenericPdf(TString::Format("transfer_CAT%d",counter),"@3*@0*@0+@2*@0+@1",RooArgList(x,trans_p0,trans_p1,trans_p2));
}
trans_p2.setConstant(kTRUE);
trans_p1.setConstant(kTRUE);
trans_p0.setConstant(kTRUE);
transfer->Print();
sprintf(name,"FitData_sel%s_CAT%d",SELECTION[isel].Data(),icat);
canFit[icat] = new TCanvas(name,name,900,600);
canFit[icat]->cd(1)->SetBottomMargin(0.4);
sprintf(name,"Hbb/events");
tr = (TTree*)fDATA->Get(name);
sprintf(name,"hMbb_%s_CAT%d",SELECTION[isel].Data(),icat);
int NBINS = (XMAX[isel][icat]-XMIN[isel][icat])/dX;
h = new TH1F(name,name,NBINS,XMIN[isel][icat],XMAX[isel][icat]);
sprintf(name,"hMbb_blind_%s_CAT%d",SELECTION[isel].Data(),icat);
hBlind = new TH1F(name,name,NBINS,XMIN[isel][icat],XMAX[isel][icat]);
sprintf(name,"mva%s>%1.2f && mva%s<=%1.2f",SELECTION[isel].Data(),MVA_BND[isel][icat],SELECTION[isel].Data(),MVA_BND[isel][icat+1]);
TCut cut(name);
sprintf(name,"mva%s>%1.2f && mva%s<=%1.2f && %s>100 && %s<150",SELECTION[isel].Data(),MVA_BND[isel][icat],SELECTION[isel].Data(),MVA_BND[isel][icat+1],MASS_VAR[isel].Data(),MASS_VAR[isel].Data());
TCut cutBlind(name);
tr->Draw(MASS_VAR[isel]+">>"+h->GetName(),cut);
tr->Draw(MASS_VAR[isel]+">>"+hBlind->GetName(),cutBlind);
sprintf(name,"yield_data_CAT%d",counter);
RooRealVar *Yield = new RooRealVar(name,name,h->Integral());
sprintf(name,"data_hist_CAT%d",counter);
roohist[icat] = new RooDataHist(name,name,x,h);
sprintf(name,"data_hist_blind_CAT%d",counter);
roohist_blind[icat] = new RooDataHist(name,name,x,hBlind);
RooAbsPdf *qcd_pdf;
if (icat == 0) {
for(int ib=0;ib<=NPAR;ib++) {
brn[ib]->setConstant(kFALSE);
}
sprintf(name,"qcd_model_CAT%d",counter);
RooBernstein *qcd_pdf_aux = new RooBernstein(name,name,x,brn_params);
qcd_pdf = dynamic_cast<RooAbsPdf*> (qcd_pdf_aux);
}
else {
for(int ib=0;ib<=NPAR;ib++) {
brn[ib]->setConstant(kTRUE);
}
sprintf(name,"qcd_model_aux1_CAT%d",counter);
RooBernstein *qcd_pdf_aux1 = new RooBernstein(name,name,x,brn_params);
sprintf(name,"qcd_model_CAT%d",counter);
RooProdPdf *qcd_pdf_aux2 = new RooProdPdf(name,name,RooArgSet(*transfer,*qcd_pdf_aux1));
qcd_pdf = dynamic_cast<RooAbsPdf*> (qcd_pdf_aux2);
}
sprintf(name,"Z_model_CAT%d",counter);
RooAbsPdf *z_pdf = (RooAbsPdf*)wBkg->pdf(name);
sprintf(name,"Top_model_CAT%d",counter);
RooAbsPdf *top_pdf = (RooAbsPdf*)wBkg->pdf(name);
sprintf(name,"yield_ZJets_CAT%d",counter);
RooRealVar *nZ = (RooRealVar*)wBkg->var(name);
sprintf(name,"yield_Top_CAT%d",counter);
RooRealVar *nT = (RooRealVar*)wBkg->var(name);
sprintf(name,"yield_QCD_CAT%d",counter);
RooRealVar nQCD(name,name,1000,0,1e+10);
nZ->setConstant(kTRUE);
nT->setConstant(kTRUE);
sprintf(name,"bkg_model_CAT%d",counter);
RooAddPdf model(name,name,RooArgList(*z_pdf,*top_pdf,*qcd_pdf),RooArgList(*nZ,*nT,nQCD));
RooFitResult *res = model.fitTo(*roohist[icat],RooFit::Save());
res->Print();
RooPlot* frame = x.frame();
RooPlot* frame1 = x.frame();
roohist[icat]->plotOn(frame);
model.plotOn(frame,LineWidth(2));
cout<<"chi2/ndof = "<<frame->chiSquare()<<endl;
RooHist *hresid = frame->residHist();
//model.plotOn(frame,RooFit::VisualizeError(*res,1,kFALSE),FillColor(kGray)MoveToBack());
model.plotOn(frame,Components(*qcd_pdf),LineWidth(2),LineColor(kBlack),LineStyle(kDashed));
model.plotOn(frame,Components(*z_pdf),LineWidth(2),LineColor(kBlue));
model.plotOn(frame,Components(*top_pdf),LineWidth(2),LineColor(kGreen+1));
frame->Draw();
gPad->Update();
TPad* pad = new TPad("pad", "pad", 0., 0., 1., 1.);
pad->SetTopMargin(0.6);
pad->SetFillColor(0);
pad->SetFillStyle(0);
pad->Draw();
pad->cd(0);
frame1->addPlotable(hresid,"p");
frame1->Draw();
for(int ib=0;ib<=NPAR;ib++) {
brn[ib]->setConstant(kFALSE);
}
if (icat > 0) {
trans_p2.setConstant(kFALSE);
trans_p1.setConstant(kFALSE);
trans_p0.setConstant(kFALSE);
}
if (isel == 0) {
w->import(trans_p1);
w->import(trans_p0);
}
else {
w->import(trans_p2);
w->import(trans_p1);
w->import(trans_p0);
}
w->import(*roohist[icat]);
w->import(*roohist_blind[icat]);
w->import(model);
w->import(*Yield);
counter++;
}// category loop
}// selection loop
w->Print();
w->writeToFile("data_shapes_workspace_"+TString::Format("BRN%d",BRN_ORDER)+".root");
}
// -----------------------------------------------------------------------------
//
void talk() {
time_t start = TTimeStamp().GetSec();
bool draw = true;
bool debug = true;
// Binning
int xbins = 100;
int ybins = 100;
double xmin = 0.0;
double xmax = 1.0;
double ymin = 0.0;
double ymax = 1.0;
double xbin_centre = ( ( xmax - xmin ) / xbins ) / 2.;
double ybin_centre = ( ( ymax - ymin ) / ybins ) / 2.;
// AlphaT values
const int nat = 1;
double at[nat];
for ( int ii = 0; ii < nat; ++ii ) { at[ii] = 0.55 + ii * 0.001; }
// HT regions
const int nht = 3;
double ht_min[nht] = { 250., 300., 350. };
// Jet pT thresholds
double pt1_min[nht] = { 71.4, 85.7, 100. };
double pt2_min[nht] = { 71.4, 85.7, 100. };
double pt3_min[nht] = { 35.7, 42.9., 50. };
// x fractions
double x1_min[nht];
double x2_min[nht];
double x3_max[nht];
for ( int ii = 0; ii < nht; ++ii ) { x1_min[ii] = ( 2. * pt1_min[ii]) / ( ht_min[ii] + pt3_min[ii] ); }
for ( int ii = 0; ii < nht; ++ii ) { x2_min[ii] = ( 2. * pt2_min[ii]) / ( ht_min[ii] + pt3_min[ii] ); }
for ( int ii = 0; ii < nht; ++ii ) { x3_max[ii] = ( 2. * pt3_min[ii]) / ( ht_min[ii] + pt3_min[ii] ); }
// Loop through bins
int loop = 0;
int nloops = nht;
for ( int iht = 0; iht < nht; ++iht ) {
std::cout << "Completed "
<< 100.*float(loop)/float(nloops)
<< "%..."
<< std::endl;
loop++;
// Labeling
std::stringstream ss;
ss << "HT" << int(ht_min[iht]);
// New canvas for plots
TCanvas* c1 = 0;
if (draw) c1 = new TCanvas( TString("Canvas"+ss.str()), "" );
// Pad for cross-section plot
TPad* pad = 0;
if (draw) pad = new TPad(TString("Pad"+ss.str()),"",0.,0.,1.,1.);
if (pad) {
pad->SetGrid();
pad->Draw();
pad->cd();
pad->SetLogz();
}
TH1F* hr = 0;
if (draw) hr = pad->DrawFrame(0.,0.,1.,1.);
// Histo title
if (hr) {
std::stringstream sss;
sss << "H_{T}=" << ht_min[iht]
<< "(p_{T1},p_{T2},p_{T3})="
<< pt1_min[iht] << ","
<< pt2_min[iht] << ","
<< pt3_min[iht] << ")"
<< ", (x_{1},x_{2},x_{3})="
<< x1_min[iht] << ","
<< x2_min[iht] << ","
<< x3_max[iht] << ")";
hr->SetTitle( sss.str().c_str() );
hr->GetXaxis()->SetTitle( "x_{2}" );
hr->GetYaxis()->SetTitle( "x_{1}" );
}
// Create 2D cross-section plot
TH2D* his = 0;
if (draw) his = new TH2D(TString("Histo"+ss.str()),"",
xbins,xmin,xmax,
ybins,ymin,ymax);
// Fill 2D cross-section plot
for ( int xbin = 0; xbin < xbins; ++xbin ) {
for ( int ybin = 0; ybin < ybins; ++ybin ) {
double x2 = ( ( xmax - xmin ) / xbins ) * xbin + xmin;
double x1 = ( ( ymax - ymin ) / ybins ) * ybin + ymin;
double val = ( x1*x1 + x2*x2 ) / ( ( 1 - x1 ) * ( 1 - x2 ) );
if ( !constrain( x1, x2, x3 ) ) { continue; }
if ( x1 < x1_cut[ix1] ) { continue; }
double alpha_t = x2 / ( 2 * sqrt(x1+x2-1) );
if (his) his->Fill( x2+xbin_centre, x1+ybin_centre, val );
}
}
// Draw 2D cross-section plot
gStyle->SetPalette(1);
if (his) {
his->SetMaximum( his->GetMaximum() );
his->SetMinimum( his->GetMinimum(1.e-12) );
his->Draw("COLZsame");
}
// Pad for AlphaT contours
if (c1) c1->cd();
TPad* overlay = 0;
if (draw) overlay = new TPad(TString("Overlay"+ss.str()),"",0.,0.,1.,1.);
if (overlay) {
overlay->SetFillStyle(4000);
overlay->SetFillColor(0);
overlay->SetFrameFillStyle(4000);
overlay->Draw();
overlay->cd();
}
TH1F* hframe = 0;
if (draw) overlay->DrawFrame(pad->GetUxmin(),
pad->GetUymin(),
pad->GetUxmax(),
pad->GetUymax());
// Graphs of AlphaT contours
TMultiGraph* mg = 0;
if (draw) {
mg = new TMultiGraph();
for ( Int_t iat = 0; iat < nat; iat++ ) {
Double_t alpha_t = at[iat];
const Int_t n_ = 100;
Double_t x1_[n_];
Double_t x2_[n_];
for ( Int_t j = 0; j < 100; j++ ) {
x2_[j] = j*0.01;
Double_t temp = ( x2_[j] - 2. * alpha_t * alpha_t ) / ( 2. * alpha_t );
x1_[j] = temp * temp + 1 - alpha_t * alpha_t;
}
TGraph* gr = new TGraph(n_,x2_,x1_);
mg->Add(gr,"l");
}
mg->Draw();
}
if (c1) c1->cd();
if (c1) c1->SaveAs(TString(ss.str()+".png"));
}
}
void makePlot(const TString& title,
TGraphAsymmErrors* graph_Data_passed, TF1* fit_Data_passed, const TString& legendEntry_Data_passed,
TGraphAsymmErrors* graph_mcSum_passed, TF1* fit_mcSum_passed, const TString& legendEntry_mcSum_passed,
TGraphAsymmErrors* graph_Data_failed, TF1* fit_Data_failed, const TString& legendEntry_Data_failed,
TGraphAsymmErrors* graph_mcSum_failed, TF1* fit_mcSum_failed, const TString& legendEntry_mcSum_failed,
const TString& outputFileName)
{
TCanvas* canvas = new TCanvas("canvas", "canvas", 800, 900);
canvas->SetFillColor(10);
canvas->SetBorderSize(2);
canvas->SetLeftMargin(0.12);
canvas->SetBottomMargin(0.12);
//TPad* topPad = new TPad("topPad", "topPad", 0.00, 0.35, 1.00, 1.00);
TPad* topPad = new TPad("topPad", "topPad", 0.00, 1.00 - 0.65*(0.93/0.84), 1.00, 1.00);
topPad->SetFillColor(10);
topPad->SetTopMargin(0.04);
topPad->SetLeftMargin(0.15);
//topPad->SetBottomMargin(0.03);
topPad->SetBottomMargin(0.12);
topPad->SetRightMargin(0.05);
topPad->SetGridx();
topPad->SetGridy();
canvas->cd();
topPad->Draw();
topPad->cd();
TH1* dummyHistogram_top = new TH1D("dummyHistogram_top", "dummyHistogram_top", 10, 0., 100.);
dummyHistogram_top->SetTitle("");
dummyHistogram_top->SetStats(false);
dummyHistogram_top->SetMaximum(1.2);
dummyHistogram_top->SetMinimum(0.);
TAxis* xAxis_top = dummyHistogram_top->GetXaxis();
xAxis_top->SetTitle("calo-E_{T}^{miss} / GeV");
xAxis_top->SetTitleOffset(1.15);
//xAxis_top->SetLabelColor(10);
//xAxis_top->SetTitleColor(10);
TAxis* yAxis_top = dummyHistogram_top->GetYaxis();
yAxis_top->SetTitle("#varepsilon");
yAxis_top->SetTitleOffset(1.2);
dummyHistogram_top->Draw();
//dummyHistogram_top->Draw("axis");
//graph_Data_passed->SetLineColor(4);
//graph_Data_passed->SetMarkerColor(4);
//graph_Data_passed->SetMarkerStyle(20);
//graph_Data_passed->Draw("p");
//fit_Data_passed->SetLineColor(graph_Data_passed->GetLineColor());
//fit_Data_passed->SetLineWidth(2);
//fit_Data_passed->Draw("same");
graph_mcSum_passed->SetLineColor(7);
graph_mcSum_passed->SetMarkerColor(7);
graph_mcSum_passed->SetMarkerStyle(24);
graph_mcSum_passed->Draw("p");
fit_mcSum_passed->SetLineColor(graph_mcSum_passed->GetLineColor());
fit_mcSum_passed->SetLineWidth(2);
fit_mcSum_passed->Draw("same");
graph_Data_failed->SetLineColor(2);
graph_Data_failed->SetMarkerColor(2);
graph_Data_failed->SetMarkerStyle(21);
//graph_Data_failed->Draw("p");
fit_Data_failed->SetLineColor(graph_Data_failed->GetLineColor());
fit_Data_failed->SetLineWidth(2);
//fit_Data_failed->Draw("same");
graph_mcSum_failed->SetLineColor(6);
graph_mcSum_failed->SetMarkerColor(6);
graph_mcSum_failed->SetMarkerStyle(25);
graph_mcSum_failed->Draw("p");
fit_mcSum_failed->SetLineColor(graph_mcSum_failed->GetLineColor());
fit_mcSum_failed->SetLineWidth(2);
fit_mcSum_failed->Draw("same");
TLegend* legend = new TLegend(0.61, 0.16, 0.89, 0.47, "", "brNDC");
legend->SetBorderSize(0);
legend->SetFillColor(0);
//legend->AddEntry(graph_Data_passed, legendEntry_Data_passed.Data(), "p");
legend->AddEntry(graph_mcSum_passed, legendEntry_mcSum_passed.Data(), "p");
//legend->AddEntry(graph_Data_failed, legendEntry_Data_failed.Data(), "p");
legend->AddEntry(graph_mcSum_failed, legendEntry_mcSum_failed.Data(), "p");
legend->Draw();
TPaveText* label = 0;
if ( title.Length() > 0 ) {
label = new TPaveText(0.175, 0.89, 0.48, 0.94, "NDC");
label->AddText(title.Data());
label->SetTextAlign(13);
label->SetTextSize(0.045);
label->SetFillStyle(0);
label->SetBorderSize(0);
label->Draw();
}
TPad* bottomPad = new TPad("bottomPad", "bottomPad", 0.00, 0.00, 1.00, 0.35);
bottomPad->SetFillColor(10);
bottomPad->SetTopMargin(0.02);
bottomPad->SetLeftMargin(0.15);
bottomPad->SetBottomMargin(0.24);
bottomPad->SetRightMargin(0.05);
bottomPad->SetGridx();
bottomPad->SetGridy();
canvas->cd();
bottomPad->Draw();
bottomPad->cd();
TH1* dummyHistogram_bottom = new TH1D("dummyHistogram_bottom", "dummyHistogram_bottom", 10, 0., 100.);
dummyHistogram_bottom->SetMinimum(-1.0);
dummyHistogram_bottom->SetMaximum(+1.0);
TAxis* xAxis_bottom = dummyHistogram_bottom->GetXaxis();
xAxis_bottom->SetTitle("calo-E_{T}^{miss} / GeV");
xAxis_bottom->SetTitleOffset(1.20);
xAxis_bottom->SetLabelColor(1);
xAxis_bottom->SetTitleColor(1);
xAxis_bottom->SetTitleSize(0.08);
xAxis_bottom->SetLabelOffset(0.02);
xAxis_bottom->SetLabelSize(0.08);
xAxis_bottom->SetTickLength(0.055);
TAxis* yAxis_bottom = dummyHistogram_bottom->GetYaxis();
yAxis_bottom->SetTitle("#frac{Data-Simulation}{Simulation}");
yAxis_bottom->SetTitleOffset(0.85);
yAxis_bottom->SetNdivisions(505);
yAxis_bottom->CenterTitle();
yAxis_bottom->SetTitleSize(0.08);
yAxis_bottom->SetLabelSize(0.08);
yAxis_bottom->SetTickLength(0.04);
dummyHistogram_bottom->SetTitle("");
dummyHistogram_bottom->SetStats(false);
dummyHistogram_bottom->Draw("axis");
TGraphAsymmErrors* graph_Data_div_mc_passed = makeGraph_data_div_mc(graph_Data_passed, graph_mcSum_passed);
graph_Data_div_mc_passed->SetLineColor(graph_Data_passed->GetLineColor());
graph_Data_div_mc_passed->SetMarkerColor(graph_Data_passed->GetMarkerColor());
graph_Data_div_mc_passed->SetMarkerStyle(graph_Data_passed->GetMarkerStyle());
graph_Data_div_mc_passed->Draw("p");
TF1* fit_Data_div_mc_passed =
new TF1("fit_Data_div_mc_passed", &integralCrystalBall_f_div_f,
fit_mcSum_passed->GetMinimumX(), fit_mcSum_passed->GetMaximumX(), 2*fit_mcSum_passed->GetNpar());
for ( int iPar = 0; iPar < fit_mcSum_passed->GetNpar(); ++iPar ) {
fit_Data_div_mc_passed->SetParameter(iPar, fit_Data_passed->GetParameter(iPar));
fit_Data_div_mc_passed->SetParameter(iPar + fit_mcSum_passed->GetNpar(), fit_mcSum_passed->GetParameter(iPar));
}
fit_Data_div_mc_passed->SetLineColor(graph_Data_div_mc_passed->GetLineColor());
fit_Data_div_mc_passed->SetLineWidth(2);
fit_Data_div_mc_passed->Draw("same");
TGraphAsymmErrors* graph_Data_div_mc_failed = makeGraph_data_div_mc(graph_Data_failed, graph_mcSum_failed);
graph_Data_div_mc_failed->SetLineColor(graph_Data_failed->GetLineColor());
graph_Data_div_mc_failed->SetMarkerColor(graph_Data_failed->GetMarkerColor());
graph_Data_div_mc_failed->SetMarkerStyle(graph_Data_failed->GetMarkerStyle());
graph_Data_div_mc_failed->Draw("p");
TF1* fit_Data_div_mc_failed =
new TF1("fit_Data_div_mc_failed", &integralCrystalBall_f_div_f,
fit_mcSum_failed->GetMinimumX(), fit_mcSum_failed->GetMaximumX(), 2*fit_mcSum_failed->GetNpar());
for ( int iPar = 0; iPar < fit_mcSum_failed->GetNpar(); ++iPar ) {
fit_Data_div_mc_failed->SetParameter(iPar, fit_Data_failed->GetParameter(iPar));
fit_Data_div_mc_failed->SetParameter(iPar + fit_mcSum_failed->GetNpar(), fit_mcSum_failed->GetParameter(iPar));
}
fit_Data_div_mc_failed->SetLineColor(graph_Data_div_mc_failed->GetLineColor());
fit_Data_div_mc_failed->SetLineWidth(2);
fit_Data_div_mc_failed->Draw("same");
topPad->RedrawAxis();
bottomPad->RedrawAxis();
canvas->Update();
size_t idx = outputFileName.Last('.');
std::string outputFileName_plot = std::string(outputFileName.Data(), 0, idx);
if ( idx != std::string::npos ) canvas->Print(std::string(outputFileName_plot).append(std::string(outputFileName.Data(), idx)).data());
//canvas->Print(std::string(outputFileName_plot).append(".png").data());
//canvas->Print(std::string(outputFileName_plot).append(".pdf").data());
topPad->Print(std::string(outputFileName_plot).append(".png").data());
topPad->Print(std::string(outputFileName_plot).append(".pdf").data());
delete legend;
delete label;
delete dummyHistogram_top;
delete topPad;
delete dummyHistogram_bottom;
delete bottomPad;
delete canvas;
}
void SingleAnalysis::DrawGraphs()
{
std::cout << "Drawing graphs" << std::endl;
// special case for erec and deviation
m_pERecCanvas->cd();
TPad *pERecPad = new TPad("ERecPad", "ERecPad", 0.02, 0.37, 0.95, 0.99);
pERecPad->Draw();
pERecPad->cd();
pERecPad->Range(-19.23077,0.01,96.15385,1428.571);
pERecPad->SetFillColor(0);
pERecPad->SetBorderMode(0);
pERecPad->SetBorderSize(2);
pERecPad->SetTickx(1);
pERecPad->SetTicky(1);
pERecPad->SetLeftMargin(0.1666667);
pERecPad->SetRightMargin(0.01);
pERecPad->SetTopMargin(0.02);
pERecPad->SetBottomMargin(0.0);
pERecPad->SetFrameLineWidth(1);
pERecPad->SetFrameBorderMode(0);
m_canvasMultiGraphMap[E_REC].second->Draw("ap");
this->PostDrawMultiGraph(E_REC, m_canvasMultiGraphMap[E_REC].second);
TLegend *pLegend = pERecPad->BuildLegend();
pLegend->SetBorderSize(0);
pLegend->SetLineColor(0);
pLegend->SetLineStyle(0);
pLegend->SetLineWidth(1);
pLegend->SetFillColor(0);
pLegend->SetFillStyle(0);
pLegend->SetTextSize(0.04);
pERecPad->Modified();
m_pERecCanvas->cd();
TPad *pERecDeviationPad = new TPad("ERecDeviationPad", "ERecDeviationPad", 0.02, 0, 0.95, 0.37);
pERecDeviationPad->Draw();
pERecDeviationPad->cd();
pERecDeviationPad->Range(-19.23077,-0.3993507,96.15385,0.25);
pERecDeviationPad->SetFillColor(0);
pERecDeviationPad->SetBorderMode(0);
pERecDeviationPad->SetBorderSize(2);
pERecDeviationPad->SetTickx(1);
pERecDeviationPad->SetTicky(1);
pERecDeviationPad->SetLeftMargin(0.1666667);
pERecDeviationPad->SetRightMargin(0.01);
pERecDeviationPad->SetTopMargin(0);
pERecDeviationPad->SetBottomMargin(0.23);
pERecDeviationPad->SetFrameLineWidth(1);
pERecDeviationPad->SetFrameBorderMode(0);
m_canvasMultiGraphMap[E_REC_DEVIATION].second->Draw("ap");
TF1 *pLin = new TF1("lin", "0", 0, 90);
pLin->SetLineColor(kBlack);
pLin->SetLineWidth(1);
pLin->SetLineStyle(2);
pLin->Draw("same");
this->PostDrawMultiGraph(E_REC_DEVIATION, m_canvasMultiGraphMap[E_REC_DEVIATION].second);
pERecDeviationPad->Modified();
for(CanvasMultiGraphMap::iterator graphIter = m_canvasMultiGraphMap.begin(), graphEndIter = m_canvasMultiGraphMap.end() ;
graphEndIter != graphIter ; ++graphIter)
{
if(graphIter->first == E_REC || graphIter->first == E_REC_DEVIATION)
continue;
graphIter->second.first->cd();
graphIter->second.second->Draw("ap");
this->PostDrawMultiGraph(graphIter->first, graphIter->second.second);
TLegend *pLegend = graphIter->second.first->BuildLegend();
pLegend->SetBorderSize(0);
pLegend->SetLineColor(0);
pLegend->SetLineStyle(1);
pLegend->SetLineWidth(1);
pLegend->SetFillColor(0);
pLegend->SetFillStyle(0);
pLegend->SetTextSize(0.04);
}
}
void RDK2AnalysisPlotter::makeEPGPlot(CoDet detType)
{
gROOT->cd();
TCanvas* theCanvas;
TPad* mainPad;
TPad* titlePad;
TPad* gEPad;
TPad* detPad;
TPad* gEPadSubs[3];
int numTitleLines=getTitleBoxLines( detType);
int canvasNumPixelsYPlot=600;
int canvasNumPixelsYPlots=2*canvasNumPixelsYPlot;
int canvasNumPixelsYTitle=40*numTitleLines;
int canvasNumPixelsY=canvasNumPixelsYPlots+canvasNumPixelsYTitle;
theCanvas = new TCanvas("EPGExpMCAnalysisComparisonPlot","EPGExpMCAnalysisComparisonPlot",10,10,1200,canvasNumPixelsY);
mainPad=(TPad*) theCanvas->GetPad(0);
double ylow,yhigh;
yhigh=1;
ylow=1.-canvasNumPixelsYTitle/(double)canvasNumPixelsY;
titlePad=new TPad("titlePad", "titlePad", 0., ylow, 1., yhigh, -1, 1, 1);
yhigh=ylow;
ylow=ylow-canvasNumPixelsYPlot/(double)canvasNumPixelsY;
gEPad=new TPad("gEPad", "gEPad", 0., ylow, 1., yhigh, -1, 1, 1);
yhigh=ylow;
ylow=0;
detPad=new TPad("detPad", "detPad", 0., ylow, 1., yhigh, -1, 1, 1);
titlePad->Draw();
gEPad->Draw();
detPad->Draw();
// titlePad=(TPad*) theCanvas->GetPad(1);
// gEPad=(TPad*) theCanvas->GetPad(2);
// detPad=(TPad*) theCanvas->GetPad(3);
// egTPad=(TPad*) theCanvas->GetPad(4);
titlePad->SetMargin(0.05,0.0,0.0,0.0);
gEPad->SetMargin(0.05,0.0,0.0,0.05);
if(numExp>1 && numMC>1)
{
gEPad->Divide(2);
gEPadSubs[0]=(TPad*) gEPad->GetPad(1);
TPad* tempPad;
tempPad=(TPad*) gEPad->GetPad(2);
tempPad->Divide(1,2);
gEPadSubs[1]=(TPad*) tempPad->GetPad(1);
gEPadSubs[2]=(TPad*) tempPad->GetPad(2);
TPad* allBasePads[5]={titlePad,gEPadSubs[0],gEPadSubs[1],gEPadSubs[2],detPad};
for (int i = 1;i< 5;i++)
{
allBasePads[i]->SetGrid(1,1);
allBasePads[i]->SetTickx(1);
allBasePads[i]->SetTicky(1);
}
gEPadSubs[2]->SetLogx();
gEPadSubs[0]->SetMargin(0.15,0.1,.1,0.1);
gEPadSubs[1]->SetMargin(0.1,0.1,.1,0.1);
gEPadSubs[2]->SetMargin(0.1,0.1,.1,0.1);
//Plot gE
gEPadSubs[0]->cd(); drawPlot(detType, PLOTVAR_GE,PLOT_COMP);
gEPadSubs[1]->cd(); drawPlot(detType, PLOTVAR_GE,PLOT_RESID);
gEPadSubs[2]->cd(); drawPlot(detType, PLOTVAR_GEVAR,PLOT_NORMRESID);
}
else
{
TPad* allBasePads[3]={titlePad,gEPad,detPad};
for (int i = 1;i< 3;i++)
{
allBasePads[i]->SetGrid(1,1);
allBasePads[i]->SetTickx(1);
allBasePads[i]->SetTicky(1);
}
gEPad->SetMargin(0.13,0.1,.1,0.1);
//Plot gE
gEPad->cd(); drawPlot(detType, PLOTVAR_GE,PLOT_COMP);
}
mainPad->SetFillColor(kGray);
///Make Title box
titlePad->cd();
titlePad->SetFillColor(kGray);
TPaveText* titleBox = makeTitleBox( detType);
titleBox->Draw();
detPad->SetMargin(0.1,0.05,.1,0.1);
//Plot det
detPad->cd(); drawPlot(detType, PLOTVAR_GE,PLOT_DETS);
TString coTypeString;
if(detType==DET_EP)
{
coTypeString="EP";
}
else if(detType==DET_EPG)
{
coTypeString="EPG";
}
else if(detType==DET_EPBG)
{
coTypeString="EPBG";
}
TString imagePath=GRAPHS_DIR;
imagePath+="layouts/PlotLayout";
if(numMC) imagePath+="_MC";
for (int i = 0;i< numMC;i++)
{
imagePath+=TString("_")+mc[i]->GetName();
}
if(numExp) imagePath+="_Exp";
for (int i = 0;i< numExp;i++)
{
imagePath+=TString("_")+exp[i]->GetName();
}
imagePath+="_"+coTypeString+"_EPGPlots.pdf";
theCanvas->SaveAs(imagePath);
delete theCanvas;
clearPlotHists();
}
// -----------------------------------------------------------------------------
//
void test() {
time_t start = TTimeStamp().GetSec();
set_plot_style();
bool draw = true;
//bool debug = true;
// Define analysis configuration
PSet ps;
defaultPSet(ps);
// Response plots
if (false) {
//xSectDistr(ps);
responseProfile();
return;
}
// Print configuration
std::stringstream ss;
printPSet(ps,ss);
std::cout << ss.str() << std::endl;
// Params to store
DoubleVV ratio, ratio_errh, ratio_errl, pass, pass_err, fail, fail_err;
IntV length;
clear( ratio, ratio_errh, ratio_errl, pass, pass_err, fail, fail_err, length );
init( ps, ratio, ratio_errh, ratio_errl, pass, pass_err, fail, fail_err, length );
// Loop through Meff bins
int loop = 0;
int nloops = ps.nmeff;
for ( int imeff = 0; imeff < ps.nmeff; ++imeff ) {
// Generate numbers in (x1,x2) plane
DoubleVV dalitz;
generateTruth( ps, imeff, dalitz, true );
// Integrate across dalitz plane
integrate( ps, imeff, dalitz, ratio, ratio_errh, ratio_errl,
pass, pass_err, fail, fail_err, length );
// Labeling
std::stringstream ss;
ss << "Meff" << int( ps.meff_bins[imeff] );
// New canvas for plots
TCanvas* c1 = 0;
if (draw) c1 = new TCanvas( TString("Canvas"+ss.str()), "" );
// Pad for cross-section plot
TPad* pad = 0;
if (draw) pad = new TPad(TString("Pad"+ss.str()),"",0.,0.,1.,1.);
if (pad) {
pad->SetGrid();
pad->Draw();
pad->cd();
pad->SetLogz();
}
TH1F* hr = 0;
if (draw) hr = pad->DrawFrame(ps.min,ps.min,ps.max,ps.max);
// Histo title
if (hr) {
std::stringstream sss;
sss << "M_{eff}=" << ps.meff_bins[imeff] << " GeV"
<< ", p_{T1}=" << dr(ps.pt1_bins[imeff],1) << " GeV"
<< ", p_{T2}=" << dr(ps.pt2_bins[imeff],1) << " GeV"
<< ", p_{T3}=" << dr(ps.pt3_bins[imeff],1) << " GeV";
hr->SetTitle( sss.str().c_str() );
hr->GetXaxis()->SetTitle( "x_{2}" );
hr->GetYaxis()->SetTitle( "x_{1}" );
}
// Create 2D cross-section plot
TH2D* his = 0;
if (draw) his = new TH2D(TString("Histo"+ss.str()),"",
ps.nbins,ps.min,ps.max,
ps.nbins,ps.min,ps.max);
//double x3 = ( 2. * ps.pt3_bins[imeff] ) / ( ps.meff_bins[imeff] + ps.pt3_bins[imeff] );
// Fill 2D cross-section plot
for ( int x2_bin = 0; x2_bin < ps.nbins; ++x2_bin ) {
for ( int x1_bin = 0; x1_bin < ps.nbins; ++x1_bin ) {
// std::cout << " Fill:"
// << " x2_bin: " << x2_bin
// << " x2: " << val(x2_bin,nbins)
// << " x1_bin: " << x1_bin
// << " x1: " << val(x1_bin,nbins)
// << " val: " << dalitz[x2_bin][x1_bin]
// << std::endl;
if (his) his->Fill( val(x2_bin,ps)+ps.width/2.,
val(x1_bin,ps)+ps.width/2.,
dalitz[x2_bin][x1_bin] );
}
}
// Draw 2D cross-section plot
gStyle->SetPalette(1);
if (his) {
//his->SetMaximum( his->GetMaximum()*10. );
//his->SetMinimum( his->GetMinimum(1.e-12)*0.1 );
// his->SetMaximum( 1.e9 );
// his->SetMinimum( 1.e0 );
his->Draw("COLZsame");
}
// Pad for AlphaT contours
if (c1) c1->cd();
TPad* overlay = 0;
if (draw) overlay = new TPad(TString("Overlay"+ss.str()),"",0.,0.,1.,1.);
if (overlay) {
overlay->SetFillStyle(4000);
overlay->SetFillColor(0);
overlay->SetFrameFillStyle(4000);
overlay->Draw();
overlay->cd();
}
//TH1F* hframe = 0;
if (draw) overlay->DrawFrame(pad->GetUxmin(),
pad->GetUymin(),
pad->GetUxmax(),
pad->GetUymax());
// Graphs of AlphaT contours
TMultiGraph* mg = 0;
if (draw) {
mg = new TMultiGraph();
for ( Int_t icut = 0; icut < (int)ps.cutValues.size(); icut++ ) {
Double_t alpha_t = ps.cutValues[icut];
const Int_t n = ps.nbins;
DoubleV x1(n,0.);
DoubleV x2(n,0.);
for ( Int_t x2_bin = 0; x2_bin < ps.nbins; x2_bin++ ) {
x2[x2_bin] = x2_bin * ps.width;
x1[x2_bin] = cutAlgoInverse(ps.cutValues[icut],x2[x2_bin],ALGO_TYPE);
}
TGraph* gr = new TGraph(n,&x2.front(),&x1.front());
mg->Add(gr,"l");
}
mg->Draw();
}
if (c1) c1->cd();
if (c1) c1->SaveAs(TString(ss.str()+".png"));
if (c1) c1->SaveAs(TString(ss.str()+".pdf"));
if (c1) c1->SaveAs(TString(ss.str()+".C"));
}
// Canvas for ratio vs Meff
if (false) {
TCanvas* c2 = new TCanvas( "c2", "" );
c2->SetRightMargin(0.2);
c2->SetLogy();
c2->cd();
TMultiGraph* mg2 = new TMultiGraph();
DoubleV err( ps.nmeff, 0. );
for ( Int_t icut = 0; icut < (int)ps.cutValues.size(); icut++ ) {
if ( length[icut] == 0 ) { continue; }
// TGraphAsymmErrors* gr = new TGraphAsymmErrors( length[icut],
// &ps.meff_bins.front(),
// &err.front(),
// &err.front(),
// &ratio[icut].front(),
// &ratio_errl[icut].front(),
// &ratio_errh[icut].front() );
TGraph* gr = new TGraphAsymmErrors( length[icut],
&ps.meff_bins.front(),
&ratio[icut].front() );
std::stringstream ss;
ss << "a_{T}=" << ps.cutValues[icut];
// << " Meff=" << meff_bins[imeff]
// << ", p_{T3}=" << pt3_bins[imeff];
mg2->Add(gr,"lp");
gr->SetTitle(TString(ss.str()));
gr->SetLineColor(2+icut);
gr->SetLineWidth(2);
gr->SetMarkerStyle(20+icut);
gr->SetMarkerColor(2+icut);
gr->SetMarkerSize(1.5);
}
mg2->Draw("a");
mg2->GetYaxis()->SetRangeUser(1.e-6,1.e0);
c2->Update();
c2->BuildLegend(0.81,0.1,0.99,0.9);
// Save canvases
c2->cd();
c2->SaveAs("RatioVsMeff.png");
c2->SaveAs("RatioVsMeff.pdf");
c2->SaveAs("RatioVsMeff.C");
}
time_t stop = TTimeStamp().GetSec();
std::cout << " Time taken: " << stop - start << " seconds" << std::endl;
}
void showHistograms(double canvasSizeX, double canvasSizeY,
TH1* histogram_ref, const std::string& legendEntry_ref, double integral_ref,
TH1* histogram2, const std::string& legendEntry2, double integral2,
TH1* histogram3, const std::string& legendEntry3, double integral3,
TH1* histogram4, const std::string& legendEntry4, double integral4,
TH1* histogram5, const std::string& legendEntry5, double integral5,
TH1* histogram6, const std::string& legendEntry6, double integral6,
const std::string& xAxisTitle, double xAxisOffset,
bool useLogScale, double yMin, double yMax, const std::string& yAxisTitle, double yAxisOffset,
double legendX0, double legendY0,
const std::string& outputFileName)
{
if ( !(histogram_ref && histogram2) ) return;
TCanvas* canvas = new TCanvas("canvas", "canvas", canvasSizeX, canvasSizeY);
canvas->SetFillColor(10);
canvas->SetBorderSize(2);
canvas->SetLeftMargin(0.12);
canvas->SetBottomMargin(0.12);
TPad* topPad = new TPad("topPad", "topPad", 0.00, 0.35, 1.00, 1.00);
topPad->SetFillColor(10);
topPad->SetTopMargin(0.04);
topPad->SetLeftMargin(0.15);
topPad->SetBottomMargin(0.03);
topPad->SetRightMargin(0.05);
topPad->SetLogy(useLogScale);
TPad* bottomPad = new TPad("bottomPad", "bottomPad", 0.00, 0.00, 1.00, 0.35);
bottomPad->SetFillColor(10);
bottomPad->SetTopMargin(0.02);
bottomPad->SetLeftMargin(0.15);
bottomPad->SetBottomMargin(0.24);
bottomPad->SetRightMargin(0.05);
bottomPad->SetLogy(false);
canvas->cd();
topPad->Draw();
topPad->cd();
//int colors[6] = { kBlack, kGreen - 6, kBlue - 7, kMagenta - 7, kCyan - 6, kRed - 6 };
int colors[6] = { kBlack, kRed, kBlue - 7, kMagenta - 7, kCyan - 6, kRed - 6 };
int markerStyles[6] = { 24, 25, 20, 21, 22, 23 };
int markerSizes[6] = { 1, 1, 1, 1, 1, 1 };
TLegend* legend = new TLegend(legendX0, legendY0, legendX0 + 0.61, legendY0 + 0.21, "", "brNDC");
legend->SetBorderSize(0);
legend->SetFillColor(0);
histogram_ref->SetTitle("");
histogram_ref->SetStats(false);
histogram_ref->SetMinimum(yMin);
histogram_ref->SetMaximum(yMax);
histogram_ref->SetLineColor(colors[0]);
histogram_ref->SetLineWidth(2);
histogram_ref->SetMarkerColor(colors[0]);
histogram_ref->SetMarkerStyle(markerStyles[0]);
histogram_ref->SetMarkerSize(markerSizes[0]);
histogram_ref->Draw("e1p");
//if ( integral_ref >= 0. ) legend->AddEntry(histogram_ref, Form("%s: %1.2f", legendEntry_ref.data(), integral_ref), "p");
//else legend->AddEntry(histogram_ref, legendEntry_ref.data(), "p");
legend->AddEntry(histogram_ref, Form("%s: %1.2f", legendEntry_ref.data(), integral_ref), "p");
TAxis* xAxis_top = histogram_ref->GetXaxis();
xAxis_top->SetTitle(xAxisTitle.data());
xAxis_top->SetTitleOffset(xAxisOffset);
xAxis_top->SetLabelColor(10);
xAxis_top->SetTitleColor(10);
TAxis* yAxis_top = histogram_ref->GetYaxis();
yAxis_top->SetTitle(yAxisTitle.data());
yAxis_top->SetTitleOffset(yAxisOffset);
if ( histogram2 ) {
histogram2->SetLineColor(colors[1]);
histogram2->SetLineWidth(2);
histogram2->SetMarkerColor(colors[1]);
histogram2->SetMarkerStyle(markerStyles[1]);
histogram2->SetMarkerSize(markerSizes[1]);
histogram2->Draw("e1psame");
//if ( integral2 >= 0. ) legend->AddEntry(histogram2, Form("%s: %1.2f", legendEntry2.data(), integral2), "p");
//else legend->AddEntry(histogram2, legendEntry2.data(), "p");
legend->AddEntry(histogram2, Form("%s: %1.2f", legendEntry2.data(), integral2), "p");
}
if ( histogram3 ) {
histogram3->SetLineColor(colors[2]);
histogram3->SetLineWidth(2);
histogram3->SetMarkerColor(colors[2]);
histogram3->SetMarkerStyle(markerStyles[2]);
histogram3->SetMarkerSize(markerSizes[2]);
histogram3->Draw("e1psame");
//if ( integral3 >= 0. ) legend->AddEntry(histogram3, Form("%s: %1.2f", legendEntry3.data(), integral3), "p");
//else legend->AddEntry(histogram3, legendEntry3.data(), "p");
legend->AddEntry(histogram3, Form("%s: %1.2f", legendEntry3.data(), integral3), "p");
}
if ( histogram4 ) {
histogram4->SetLineColor(colors[3]);
histogram4->SetLineWidth(2);
histogram4->SetMarkerColor(colors[3]);
histogram4->SetMarkerStyle(markerStyles[3]);
histogram4->SetMarkerSize(markerSizes[3]);
histogram4->Draw("e1psame");
if ( integral4 >= 0. ) legend->AddEntry(histogram4, Form("%s: %1.2f", legendEntry4.data(), integral4), "p");
else legend->AddEntry(histogram4, legendEntry4.data(), "p");
}
if ( histogram5 ) {
histogram5->SetLineColor(colors[4]);
histogram5->SetLineWidth(2);
histogram5->SetMarkerColor(colors[4]);
histogram5->SetMarkerStyle(markerStyles[4]);
histogram5->SetMarkerSize(markerSizes[4]);
histogram5->Draw("e1psame");
if ( integral5 >= 0. ) legend->AddEntry(histogram5, Form("%s: %1.2f", legendEntry5.data(), integral5), "p");
else legend->AddEntry(histogram5, legendEntry5.data(), "p");
}
if ( histogram6 ) {
histogram6->SetLineColor(colors[5]);
histogram6->SetLineWidth(2);
histogram6->SetMarkerColor(colors[5]);
histogram6->SetMarkerStyle(markerStyles[5]);
histogram6->SetMarkerSize(markerSizes[5]);
histogram6->Draw("e1psame");
if ( integral6 >= 0. ) legend->AddEntry(histogram6, Form("%s: %1.2f", legendEntry6.data(), integral6), "p");
else legend->AddEntry(histogram6, legendEntry6.data(), "p");
}
legend->Draw();
canvas->cd();
bottomPad->Draw();
bottomPad->cd();
TH1* histogram2_div_ref = 0;
if ( histogram2 ) {
std::string histogramName2_div_ref = std::string(histogram2->GetName()).append("_div_").append(histogram_ref->GetName());
histogram2_div_ref = compRatioHistogram(histogramName2_div_ref, histogram2, histogram_ref);
if ( histogram2_div_ref ) {
histogram2_div_ref->SetTitle("");
histogram2_div_ref->SetStats(false);
histogram2_div_ref->SetMinimum(-0.50);
histogram2_div_ref->SetMaximum(+0.50);
TAxis* xAxis_bottom = histogram2_div_ref->GetXaxis();
xAxis_bottom->SetTitle(xAxis_top->GetTitle());
xAxis_bottom->SetLabelColor(1);
xAxis_bottom->SetTitleColor(1);
xAxis_bottom->SetTitleOffset(1.20);
xAxis_bottom->SetTitleSize(0.08);
xAxis_bottom->SetLabelOffset(0.02);
xAxis_bottom->SetLabelSize(0.08);
xAxis_bottom->SetTickLength(0.055);
TAxis* yAxis_bottom = histogram2_div_ref->GetYaxis();
yAxis_bottom->SetTitle(Form("#frac{%s - %s}{%s}", legendEntry2.data(), legendEntry_ref.data(), legendEntry_ref.data()));
yAxis_bottom->SetTitleOffset(0.85);
yAxis_bottom->SetNdivisions(505);
yAxis_bottom->CenterTitle();
yAxis_bottom->SetTitleSize(0.08);
yAxis_bottom->SetLabelSize(0.08);
yAxis_bottom->SetTickLength(0.04);
histogram2_div_ref->Draw("e1p");
}
}
TH1* histogram3_div_ref = 0;
if ( histogram3 ) {
std::string histogramName3_div_ref = std::string(histogram3->GetName()).append("_div_").append(histogram_ref->GetName());
histogram3_div_ref = compRatioHistogram(histogramName3_div_ref, histogram3, histogram_ref);
if ( histogram3_div_ref ) {
histogram3_div_ref->SetTitle("");
histogram3_div_ref->SetStats(false);
histogram3_div_ref->SetMinimum(-0.50);
histogram3_div_ref->SetMaximum(+0.50);
TAxis* xAxis_bottom = histogram3_div_ref->GetXaxis();
xAxis_bottom->SetTitle(xAxis_top->GetTitle());
xAxis_bottom->SetLabelColor(1);
xAxis_bottom->SetTitleColor(1);
xAxis_bottom->SetTitleOffset(1.20);
xAxis_bottom->SetTitleSize(0.08);
xAxis_bottom->SetLabelOffset(0.02);
xAxis_bottom->SetLabelSize(0.08);
xAxis_bottom->SetTickLength(0.055);
TAxis* yAxis_bottom = histogram3_div_ref->GetYaxis();
yAxis_bottom->SetTitle(Form("#frac{%s - %s}{%s}", legendEntry3.data(), legendEntry_ref.data(), legendEntry_ref.data()));
yAxis_bottom->SetTitleOffset(0.85);
yAxis_bottom->SetNdivisions(505);
yAxis_bottom->CenterTitle();
yAxis_bottom->SetTitleSize(0.08);
yAxis_bottom->SetLabelSize(0.08);
yAxis_bottom->SetTickLength(0.04);
if ( histogram2 ) histogram3_div_ref->Draw("e1psame");
else histogram3_div_ref->Draw("e1p");
}
}
TGraph* graph_line = new TGraph(2);
graph_line->SetPoint(0, xAxis_top->GetXmin(), 0.);
graph_line->SetPoint(1, xAxis_top->GetXmax(), 0.);
graph_line->SetLineColor(8);
graph_line->SetLineWidth(1);
graph_line->Draw("L");
if ( histogram2_div_ref ) histogram2_div_ref->Draw("e1psame");
if ( histogram3_div_ref ) histogram3_div_ref->Draw("e1psame");
TH1* histogram4_div_ref = 0;
if ( histogram4 ) {
std::string histogramName4_div_ref = std::string(histogram4->GetName()).append("_div_").append(histogram_ref->GetName());
histogram4_div_ref = compRatioHistogram(histogramName4_div_ref, histogram4, histogram_ref);
if ( histogram4_div_ref ) {
histogram4_div_ref->Draw("e1psame");
}
}
TH1* histogram5_div_ref = 0;
if ( histogram5 ) {
std::string histogramName5_div_ref = std::string(histogram5->GetName()).append("_div_").append(histogram_ref->GetName());
histogram5_div_ref = compRatioHistogram(histogramName5_div_ref, histogram5, histogram_ref);
if ( histogram5_div_ref ) {
histogram5_div_ref->Draw("e1psame");
}
}
TH1* histogram6_div_ref = 0;
if ( histogram6 ) {
std::string histogramName6_div_ref = std::string(histogram6->GetName()).append("_div_").append(histogram_ref->GetName());
histogram6_div_ref = compRatioHistogram(histogramName6_div_ref, histogram6, histogram_ref);
if ( histogram6_div_ref ) {
histogram6_div_ref->Draw("e1psame");
}
}
canvas->Update();
size_t idx = outputFileName.find_last_of('.');
std::string outputFileName_plot = std::string(outputFileName, 0, idx);
if ( useLogScale ) outputFileName_plot.append("_log");
else outputFileName_plot.append("_linear");
if ( idx != std::string::npos ) canvas->Print(std::string(outputFileName_plot).append(std::string(outputFileName, idx)).data());
canvas->Print(std::string(outputFileName_plot).append(".png").data());
//canvas->Print(std::string(outputFileName_plot).append(".pdf").data());
//canvas->Print(std::string(outputFileName_plot).append(".root").data());
delete legend;
delete histogram2_div_ref;
delete histogram3_div_ref;
delete histogram4_div_ref;
delete histogram5_div_ref;
delete histogram6_div_ref;
delete topPad;
delete bottomPad;
delete canvas;
}
void ATLASCMSCOMPARISON(TString quantity="ttbarMass"){
bool cmssim=true;
// ---
// canvas style
// ---
TStyle myStyle("HHStyle","HHStyle");
setHHStyle(myStyle);
myStyle.SetErrorX(0.5);
myStyle.cd();
gROOT->SetStyle("HHStyle");
gStyle->SetEndErrorSize(10);
gStyle->SetOptFit(0);
// ---
// top Pt 7 TeV
// ---
int Nbins7=7;
if( quantity=="topPt" ) Nbins7=7;
else if(quantity=="ttbarMass") Nbins7=5;
else if(quantity=="ttbarY" ) Nbins7=6;
// CMS data
TGraphAsymmErrors* CMSdata7 = new TGraphAsymmErrors(Nbins7);
if(quantity=="topPt"){
CMSdata7->SetPoint( 0, 25.0 , 0.004032 );
CMSdata7->SetPoint( 1, 75.0 , 0.006746 );
CMSdata7->SetPoint( 2, 125.0, 0.004737 );
CMSdata7->SetPoint( 3, 175.0, 0.002506 );
CMSdata7->SetPoint( 4, 225.0, 0.001140 );
CMSdata7->SetPoint( 5, 300.0, 0.000334 );
CMSdata7->SetPoint( 6, 575.0, 0.000019 );
CMSdata7->SetPointError( 0, 25., 25., ( 5.5/100)*0.004032, ( 5.5/100)*0.004032 );
CMSdata7->SetPointError( 1, 25., 25., ( 4.1/100)*0.006746, ( 4.1/100)*0.006746 );
CMSdata7->SetPointError( 2, 25., 25., ( 4.0/100)*0.004737, ( 4.0/100)*0.004737 );
CMSdata7->SetPointError( 3, 25., 25., ( 5.4/100)*0.002506, ( 5.4/100)*0.002506 );
CMSdata7->SetPointError( 4, 25., 25., ( 5.6/100)*0.001140, ( 5.6/100)*0.001140 );
CMSdata7->SetPointError( 5, 50., 50., ( 8.4/100)*0.000334, ( 8.4/100)*0.000334 );
CMSdata7->SetPointError( 6, 225.,225., (14.1/100)*0.000019, (14.1/100)*0.000019 );
}
else if(quantity=="ttbarMass"){
CMSdata7->SetPoint( 0, 350.0 , 0.002588 );
CMSdata7->SetPoint( 1, 500.0 , 0.002685 );
CMSdata7->SetPoint( 2, 625.0 , 0.000953 );
CMSdata7->SetPoint( 3, 825.0 , 0.000232 );
CMSdata7->SetPoint( 4, 1725.0, 0.000008 );
CMSdata7->SetPointError( 0, 100., 100., ( 4.9 /100)*0.002588, (4.9 /100)*0.002588 );
CMSdata7->SetPointError( 1, 50. , 50. , ( 6.9 /100)*0.002685, (6.9 /100)*0.002685 );
CMSdata7->SetPointError( 2, 75. , 75. , ( 7.7 /100)*0.000953, (7.7 /100)*0.000953 );
CMSdata7->SetPointError( 3, 125., 125., ( 14.4/100)*0.000232, (14.4/100)*0.000232 );
CMSdata7->SetPointError( 4, 775., 775., ( 27.6/100)*0.000008, (27.6/100)*0.000008 );
}
else if(quantity=="ttbarY"){
CMSdata7->SetPoint( 0, -1.75, 0.082140 );
CMSdata7->SetPoint( 1, -0.75, 0.318979 );
CMSdata7->SetPoint( 2, -0.25, 0.427823 );
CMSdata7->SetPoint( 3, 0.25, 0.44591 );
CMSdata7->SetPoint( 4, 0.75, 0.318820 );
CMSdata7->SetPoint( 5, 1.75, 0.080457 );
CMSdata7->SetPointError( 0, 0.75, 0.75, (8.1/100)*0.082140, (8.1/100)*0.082140 );
CMSdata7->SetPointError( 1, 0.25, 0.25, (3.3/100)*0.318979, (3.3/100)*0.318979 );
CMSdata7->SetPointError( 2, 0.25, 0.25, (3.0/100)*0.427823, (3.0/100)*0.427823 );
CMSdata7->SetPointError( 3, 0.25, 0.25, (3.5/100)*0.44591 , (3.5/100)*0.44591 );
CMSdata7->SetPointError( 4, 0.25, 0.25, (3.5/100)*0.318820, (3.5/100)*0.318820 );
CMSdata7->SetPointError( 5, 0.75, 0.75, (5.9/100)*0.080457, (5.9/100)*0.080457 );
}
CMSdata7->SetLineWidth(3.);
CMSdata7->SetMarkerSize(1.2);
CMSdata7->SetMarkerStyle(24);
CMSdata7->SetLineStyle(1);
CMSdata7->SetMarkerColor(kBlue);
CMSdata7->SetLineColor(kBlue);
CMSdata7->SetFillStyle(3004);
CMSdata7->SetFillColor(kBlue);
// CMS MadGraph+Pythia(Z2*)
TGraphAsymmErrors* CMSMadGraph7 = new TGraphAsymmErrors(Nbins7);
if(quantity=="topPt"){
CMSMadGraph7->SetPoint( 0, 25.0 , 0.003331 );
CMSMadGraph7->SetPoint( 1, 75.0 , 0.006495 );
CMSMadGraph7->SetPoint( 2, 125.0, 0.005077 );
CMSMadGraph7->SetPoint( 3, 175.0, 0.002748 );
CMSMadGraph7->SetPoint( 4, 225.0, 0.001282 );
CMSMadGraph7->SetPoint( 5, 300.0, 0.000413 );
CMSMadGraph7->SetPoint( 6, 575.0, 0.000027 );
CMSMadGraph7->SetPointError( 0, 25., 25., 0., 0. );
CMSMadGraph7->SetPointError( 1, 25., 25., 0., 0. );
CMSMadGraph7->SetPointError( 2, 25., 25., 0., 0. );
CMSMadGraph7->SetPointError( 3, 25., 25., 0., 0. );
CMSMadGraph7->SetPointError( 4, 25., 25., 0., 0. );
CMSMadGraph7->SetPointError( 5, 50., 50., 0., 0. );
CMSMadGraph7->SetPointError( 6, 225., 225., 0., 0. );
}
else if(quantity=="ttbarMass"){
CMSMadGraph7->SetPoint( 0, 350.0 , 0.002541 );
CMSMadGraph7->SetPoint( 1, 500.0 , 0.002759 );
CMSMadGraph7->SetPoint( 2, 625.0 , 0.000988 );
CMSMadGraph7->SetPoint( 3, 825.0 , 0.000222 );
CMSMadGraph7->SetPoint( 4, 1725.0, 0.000008 );
CMSMadGraph7->SetPointError( 0, 100., 100., 0., 0. );
CMSMadGraph7->SetPointError( 1, 50. , 50. , 0., 0. );
CMSMadGraph7->SetPointError( 2, 75. , 75. , 0., 0. );
CMSMadGraph7->SetPointError( 3, 125., 125., 0., 0. );
CMSMadGraph7->SetPointError( 4, 775., 775., 0., 0. );
}
else if(quantity=="ttbarY"){
CMSMadGraph7->SetPoint( 0, -1.75, 0.088374 );
CMSMadGraph7->SetPoint( 1, -0.75, 0.319964 );
CMSMadGraph7->SetPoint( 2, -0.25, 0.414022 );
CMSMadGraph7->SetPoint( 3, 0.25, 0.415108 );
CMSMadGraph7->SetPoint( 4, 0.75, 0.320370 );
CMSMadGraph7->SetPoint( 5, 1.75, 0.088218 );
CMSMadGraph7->SetPointError( 0, 0.75, 0.75, 0., 0. );
CMSMadGraph7->SetPointError( 1, 0.25, 0.25, 0., 0. );
CMSMadGraph7->SetPointError( 2, 0.25, 0.25, 0., 0. );
CMSMadGraph7->SetPointError( 3, 0.25, 0.25, 0., 0. );
CMSMadGraph7->SetPointError( 4, 0.25, 0.25, 0., 0. );
CMSMadGraph7->SetPointError( 5, 0.75, 0.75, 0., 0. );
}
CMSMadGraph7->SetLineWidth(3.);
CMSMadGraph7->SetMarkerSize(1.2);
CMSMadGraph7->SetLineStyle(1);
CMSMadGraph7->SetMarkerStyle(20);
CMSMadGraph7->SetMarkerColor(kAzure+6);
CMSMadGraph7->SetLineColor(kAzure+6);
// ATLAS data
TGraphAsymmErrors* ATLASdata7 = new TGraphAsymmErrors(Nbins7);
if(quantity=="topPt"){
ATLASdata7->SetPoint( 0, 25.0 , 0.0034 );
ATLASdata7->SetPoint( 1, 75.0 , 0.0067 );
ATLASdata7->SetPoint( 2, 125.0, 0.0052 );
ATLASdata7->SetPoint( 3, 175.0, 0.00266 );
ATLASdata7->SetPoint( 4, 225.0, 0.00114 );
ATLASdata7->SetPoint( 5, 300.0, 0.00033 );
ATLASdata7->SetPoint( 6, 575.0, 0.000018);
ATLASdata7->SetPointError( 0, 25., 25., (4.47 /100)*0.0034 , (4.47 /100)*0.0034 );
ATLASdata7->SetPointError( 1, 25., 25., (1.41 /100)*0.0067 , (1.41 /100)*0.0067 );
ATLASdata7->SetPointError( 2, 25., 25., (2.83 /100)*0.0052 , (2.83 /100)*0.0052 );
ATLASdata7->SetPointError( 3, 25., 25., (3.61 /100)*0.00266 , (3.61 /100)*0.00266 );
ATLASdata7->SetPointError( 4, 25., 25., (3.61 /100)*0.00114 , (3.61 /100)*0.00114 );
ATLASdata7->SetPointError( 5, 50., 50., (5.83 /100)*0.00033 , (5.83 /100)*0.00033 );
ATLASdata7->SetPointError( 6, 225., 225., (11.66/100)*0.000018, (11.66/100)*0.000018 );
}
else if(quantity=="ttbarMass"){
ATLASdata7->SetPoint( 0, 350.0 , 0.00250 );
ATLASdata7->SetPoint( 1, 500.0 , 0.00273 );
ATLASdata7->SetPoint( 2, 625.0 , 0.00102 );
ATLASdata7->SetPoint( 3, 825.0 , 0.00023 );
ATLASdata7->SetPoint( 4, 1725.0, 0.0000076 );
ATLASdata7->SetPointError( 0, 100., 100., 0.00008 , 0.00008 );
ATLASdata7->SetPointError( 1, 50. , 50. , 0.00007 , 0.00007 );
ATLASdata7->SetPointError( 2, 75. , 75. , 0.00004 , 0.00004 );
ATLASdata7->SetPointError( 3, 125., 125., 0.00001 , 0.00001 );
ATLASdata7->SetPointError( 4, 775., 775., 0.0000005, 0.0000005 );
}
else if(quantity=="ttbarY"){
ATLASdata7->SetPoint( 0, -1.75, 0.081 );
ATLASdata7->SetPoint( 1, -0.75, 0.321 );
ATLASdata7->SetPoint( 2, -0.25, 0.436 );
ATLASdata7->SetPoint( 3, 0.25, 0.423 );
ATLASdata7->SetPoint( 4, 0.75, 0.321 );
ATLASdata7->SetPoint( 5, 1.75, 0.087 );
ATLASdata7->SetPointError( 0, 0.75, 0.75, 0.003, 0.003);
ATLASdata7->SetPointError( 1, 0.25, 0.25, 0.009, 0.009);
ATLASdata7->SetPointError( 2, 0.25, 0.25, 0.009, 0.009);
ATLASdata7->SetPointError( 3, 0.25, 0.25, 0.007, 0.007);
ATLASdata7->SetPointError( 4, 0.25, 0.25, 0.005, 0.005);
ATLASdata7->SetPointError( 5, 0.75, 0.75, 0.005, 0.005);
}
ATLASdata7->SetLineWidth(3.);
ATLASdata7->SetMarkerSize(1.2);
ATLASdata7->SetMarkerStyle(22);
ATLASdata7->SetLineStyle(2);
ATLASdata7->SetMarkerColor(kRed);
ATLASdata7->SetLineColor(kRed);
ATLASdata7->SetFillStyle(3005);
ATLASdata7->SetFillColor(kRed);
// ---
// dummy plots for axis
// ---
// create variable bin edges
std::map<TString, std::vector<double> > binning_ = makeVariableBinning(false);
std::vector<double> newTopBins_;
if(quantity=="topPt"){
newTopBins_.push_back(0.);
newTopBins_.push_back(50.);
newTopBins_.push_back(100.);
newTopBins_.push_back(150.);
newTopBins_.push_back(200.);
newTopBins_.push_back(250.);
newTopBins_.push_back(350.);
newTopBins_.push_back(800.);
}
else if(quantity=="ttbarMass"){
newTopBins_.push_back(250.);
newTopBins_.push_back(450.);
newTopBins_.push_back(550.);
newTopBins_.push_back(700.);
newTopBins_.push_back(950.);
newTopBins_.push_back(2500.);
}
else if(quantity=="ttbarY" ){
newTopBins_.push_back(-2.5);
newTopBins_.push_back(-1.0);
newTopBins_.push_back(-0.5);
newTopBins_.push_back(0. );
newTopBins_.push_back(0.5 );
newTopBins_.push_back(1.0 );
newTopBins_.push_back(2.5 );
}
binning_[quantity]=newTopBins_;
double start=0.;
double range=800.;
int Nfinebins=800;
if(quantity=="topPt"){ Nfinebins=800; start=0.; range=800.;}
else if(quantity=="ttbarMass"){ Nfinebins=2250; start=250.; range=2500.; }
else if(quantity=="ttbarY" ){ Nfinebins=500 ; start=-2.5; range=2.5;}
TH1F* dummy= new TH1F("","",Nfinebins,start,range);
reBinTH1F(*dummy, binning_[quantity], 0);
histogramStyle(*dummy, kSig);
TString label="p_{T}^{t} [GeV]";
TString label2="p_{T}^{t}";
if(quantity=="topPt"){label="p_{T}^{t} [GeV]"; label2="p_{T}^{t}";}
else if(quantity=="ttbarMass"){ label="m^{t#bar{t}} [GeV]"; label2="m^{t#bar{t}}"; }
else if(quantity=="ttbarY" ){ label="y^{t#bar{t}}"; label2=label; }
dummy->GetXaxis()->SetTitle(label);
dummy->GetYaxis()->SetTitle(TString("#frac{1}{#sigma} #frac{d#sigma}{")+label2+"}");
double max=0.01;
double min=0.;
if(quantity=="topPt" ){max=0.01 ; min=0.;}
if(quantity=="ttbarMass"){max=0.004; min=0.;}
if(quantity=="ttbarY" ){max=1.0 ; min=0.;}
dummy->SetMaximum(max);
dummy->SetMinimum(min);
TH1F* A=convertToHist(ATLASdata7, dummy, Nbins7);
TH1F* C=convertToHist(CMSdata7 , dummy, Nbins7);
histogramStyle(*A, kSig, true, 1.2, kRed);
A->SetLineWidth(3.);
A->SetMarkerSize(1.2);
A->SetMarkerStyle(22);
A->SetLineStyle(1);
A->SetMarkerColor(kRed);
A->SetLineColor(kRed);
A->SetFillStyle(3005);
histogramStyle(*C, kSig, true, 1.2, kBlue);
C->SetLineWidth(3.);
C->SetMarkerSize(1.2);
C->SetMarkerStyle(24);
C->SetLineStyle(1);
C->SetMarkerColor(kBlue);
C->SetLineColor(kBlue);
C->SetFillStyle(3004);
TH1F* M=convertToHist(CMSMadGraph7 , dummy, Nbins7);
histogramStyle(*M, kSig, false, 1.2, kAzure+6);
M->SetLineWidth(3.);
M->SetMarkerSize(1.2);
M->SetMarkerStyle(22);
M->SetLineStyle(1);
M->SetMarkerColor(kAzure+6);
M->SetLineColor(kAzure+6);
// ---
// legend
// ---
TLegend *leg0 = new TLegend(0.45, 0.65, 0.95, 0.85);
leg0->SetFillStyle(0);
leg0->SetBorderSize(0);
leg0->SetHeader("#sqrt{s}=7TeV data (e/#mu channel)");
TLegend *leg1=(TLegend*)leg0->Clone();
if(cmssim) leg0->AddEntry( CMSMadGraph7, "CMS MadGraph+Pythia(Z2*)", "LP");
leg0->AddEntry( CMSdata7 , "CMS data in ATLAS binning" , "LP");
leg0->AddEntry( ATLASdata7 , "ATLAS data" , "LP");
leg1->AddEntry( ATLASdata7 , "ATLAS (ATLAS-CONF-2013-099)" , "FP");
leg1->AddEntry( CMSdata7 , "CMS (TOP-11-013 in ATLAS binning)" , "FP");
if(cmssim) leg1->AddEntry( CMSMadGraph7, "CMS MadGraph+Pythia(Z2*)", "LP");
// ---
// privatworklabel
// ---
TPaveText *privatworklabel = new TPaveText();
privatworklabel -> SetX1NDC(gStyle->GetPadLeftMargin());
privatworklabel -> SetY1NDC(1.0-gStyle->GetPadTopMargin());
privatworklabel -> SetX2NDC(1.0-gStyle->GetPadRightMargin());
privatworklabel -> SetY2NDC(1.0);
privatworklabel -> SetTextFont(42);
privatworklabel -> AddText("private work");
privatworklabel->SetFillStyle(0);
privatworklabel->SetBorderSize(0);
privatworklabel->SetTextSize(0.04);
privatworklabel->SetTextAlign(32);
// canvas
std::vector<TCanvas*> plotCanvas_;
// a) linear
addCanvas(plotCanvas_);
plotCanvas_[plotCanvas_.size()-1]->cd(0);
plotCanvas_[plotCanvas_.size()-1]->SetTitle(quantity+" measurement comparison");
// drawing
dummy->Draw("axis");
if(cmssim) CMSMadGraph7->Draw("p e1 same");
ATLASdata7 ->Draw("p e2 same");
CMSdata7 ->Draw("p e2 same");
leg0 ->Draw("same");
privatworklabel->Draw("same");
// b) log scale
TH1F* dummy2=(TH1F*)dummy->Clone();
dummy2->SetMinimum(0.00001);
dummy2->SetMaximum(max*10);
addCanvas(plotCanvas_);
plotCanvas_[plotCanvas_.size()-1]->cd(0);
plotCanvas_[plotCanvas_.size()-1]->SetTitle(quantity+" measurement comparison");
plotCanvas_[plotCanvas_.size()-1]->SetLogy();
// drawing
dummy2->Draw("axis");
if(cmssim) CMSMadGraph7->Draw("p e1 same");
CMSdata7 ->Draw("p e2 same");
ATLASdata7 ->Draw("p e2 same");
leg0 ->Draw("same");
privatworklabel->Draw("same");
// c) both data with bands
addCanvas(plotCanvas_);
plotCanvas_[plotCanvas_.size()-1]->cd(0);
plotCanvas_[plotCanvas_.size()-1]->SetTitle(quantity+" measurement comparison");
// drawing
dummy->Draw("axis");
//DrawSteps(C, "e2 same");
//C->Draw("e2 same");
//DrawSteps(A, "e2 same");
//A->Draw("e2 same");
if(cmssim) CMSMadGraph7->Draw("p e1 same");
CMSdata7 ->Draw("p e2 same");
ATLASdata7 ->Draw("p e2 same");
// new pad for log plot
TPad *rPad = new TPad("rPad","",0.4,0.15,0.95,0.85);
rPad->SetFillStyle(0);
rPad->SetFillColor(0);
rPad->SetBorderSize(0);
rPad->SetBorderMode(0);
rPad->SetLogy(0);
rPad->SetLogx(0);
rPad->SetTicky(1);
rPad->Draw("");
rPad->cd();
// log plot curves
rPad->SetLogy();
dummy2->Draw("axis");
if(cmssim) CMSMadGraph7->Draw("p e1 same");
CMSdata7 ->Draw("p e2 same");
ATLASdata7 ->Draw("p e2 same");
leg1->Draw("same");
privatworklabel->Draw("same");
// d) both data with ratio
addCanvas(plotCanvas_);
plotCanvas_[plotCanvas_.size()-1]->cd(0);
plotCanvas_[plotCanvas_.size()-1]->SetTitle(quantity+" measurement comparison");
// drawing
dummy->Draw("axis");
if(cmssim) CMSMadGraph7->Draw("p e1 same");
//DrawSteps(C, "e2 same");
//C->Draw("e2 same");
//DrawSteps(A, "e2 same");
//A->Draw("e2 same");
CMSdata7 ->Draw("p e2 same");
ATLASdata7 ->Draw("p e2 same");
leg1 ->Draw("same");
privatworklabel->Draw("same");
std::vector<double> errA_;
for(int bin=1; bin<=Nbins7; ++bin){
errA_.push_back((ATLASdata7->GetY()[bin-1]/CMSdata7->GetY()[bin-1])*((ATLASdata7->GetErrorYhigh(bin-1)/ATLASdata7->GetY()[bin-1])));
}
std::vector<double> errC_;
for(int bin=1; bin<=Nbins7; ++bin){
errC_.push_back((CMSdata7->GetErrorYhigh(bin-1)/CMSdata7->GetY()[bin-1]));
}
if(cmssim){
std::vector<double> errM_;
for(int bin=1; bin<=Nbins7; ++bin){
errM_.push_back(0.);
//errM_.push_back((CMSMadGraph7->GetY()[bin-1]/CMSdata7->GetY()[bin-1])*((CMSMadGraph7->GetErrorYhigh(bin-1)/CMSMadGraph7->GetY()[bin-1])));
}
drawRatio(M, C, 0.5, 1.5, myStyle, 0, errM_, "x", "CMS data", "hist ", kAzure+6, false, 0.7);
drawRatio(C, C, 0.5, 1.5, myStyle, 0, errC_, "x", "CMS data", "p e2 same" , kBlue, true, 0.7);
}
else drawRatio(C, C, 0.5, 1.5, myStyle, 0, errC_, "x", "CMS data", "p e2" , kBlue, true, 0.7);
drawRatio(A, C, 0.5, 1.5, myStyle, 0, errA_, "x", "CMS data", "p e2 same", kRed , true, 0.7);
//saving
TString path="./diffXSecFromSignal/plots/combined/2012/comparisonATLAS/";
plotCanvas_[0]->Print(path+quantity+"ATLASvsCMS7TeV.eps");
plotCanvas_[0]->Print(path+quantity+"ATLASvsCMS7TeV.png");
plotCanvas_[1]->Print(path+quantity+"ATLASvsCMS7TeVLog.eps");
plotCanvas_[1]->Print(path+quantity+"ATLASvsCMS7TeVLog.png");
plotCanvas_[2]->Print(path+quantity+"ATLASvsCMS7TeVNoratio.eps");
plotCanvas_[2]->Print(path+quantity+"ATLASvsCMS7TeVNoratio.png");
plotCanvas_[plotCanvas_.size()-1]->Print(path+quantity+"ATLASvsCMS7TeVratio.eps");
plotCanvas_[plotCanvas_.size()-1]->Print(path+quantity+"ATLASvsCMS7TeVratio.png");
plotCanvas_[plotCanvas_.size()-1]->SetTitle(quantity);
saveToRootFile("ATLASvsCMSDataComparisonPlots.root", plotCanvas_[plotCanvas_.size()-1], true, 0,"");
}
