//--------------------------------------------------------------------------------------------------
void overlayFrame(TString text, bool align)
{
// Overlay a linear frame from user coordinates (0 - 1, 0 - 1) and put the frame text
// Create new transparent pad for the text
TPad *transPad = new TPad("transPad","Transparent Pad",0,0,1,1);
transPad->SetFillStyle(4000);
transPad->Draw();
transPad->cd();
// Overlay the text in a well defined frame
TText *plotText = new TText();
plotText->SetTextColor(kBlue);
plotText->SetTextSize(0.04);
plotText->SetNDC();
// Draw text at top right
if (align) {
plotText->SetTextColor(kBlack);
plotText->SetTextAlign(33);
plotText->DrawText(0.92,0.95,text.Data());
}
// Draw text at bottom left
else
plotText->DrawText(0.01,0.01,text.Data());
return;
}
//--------------------------------------------------------------------------------------------------
void overlayFrame(TString text)
{
// Overlay a linear frame from user coordinates (0 - 1, 0 - 1) and put the frame text
// create new transparent pad for the text
TPad *transPad = new TPad("transPad","Transparent Pad",0,0,1,1);
transPad->SetFillStyle(4000);
transPad->Draw();
transPad->cd();
// overlay the text in a well defined frame
TText *plotText = new TText(0.01,0.01,text.Data());
plotText->SetTextSize(0.04);
plotText->SetTextColor(kBlue);
plotText->Draw();
return;
}
void DrawGrid()
{
Int_t ncol = 100;
Int_t nrow = 200;
TPad *grid = new TPad("grid","",0,0,1,1);
grid->Draw();
grid->cd();
grid->SetGrid();
grid->SetFillStyle(4000);
grid->SetFrameFillStyle(0);
TH2 *hgrid = new TH2C("hgrid","", ncol+1, -5, ncol+5, nrow, -5, nrow-1+5);
hgrid->Draw();
hgrid->GetXaxis()->SetNdivisions(6,100);
hgrid->GetYaxis()->SetNdivisions(200);
hgrid->GetYaxis()->SetLabelOffset(999.);
hgrid->GetXaxis()->SetLabelOffset(999.);
}
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 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 ptBestFit(float BIN_SIZE=5.0,bool BLIND=false,TString MASS,TString NAME)
{
gROOT->ProcessLine(".x ../../common/styleCMSTDR.C");
gSystem->Load("libHiggsAnalysisCombinedLimit.so");
gROOT->ForceStyle();
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
gROOT->SetBatch(1);
gStyle->SetPadRightMargin(0.04);
gStyle->SetPadLeftMargin(0.16);
gStyle->SetPadTopMargin(0.06);
gStyle->SetPadBottomMargin(0.10);
gStyle->SetTitleFont(42,"XY");
gStyle->SetTitleSize(0.0475,"XY");
gStyle->SetTitleOffset(0.9,"X");
gStyle->SetTitleOffset(1.5,"Y");
gStyle->SetLabelSize(0.0375,"XY");
RooMsgService::instance().setSilentMode(kTRUE);
for(int i=0;i<2;i++) {
RooMsgService::instance().setStreamStatus(i,kFALSE);
}
float XMIN = 80;
float XMAX = 200;
TFile *f1 = TFile::Open("datacards/datacard_m"+MASS+"_"+NAME+".root");
TFile *f2 = TFile::Open("combine/mlfit.vbfHbb_"+NAME+"_mH"+MASS+".root");
TFile *f3 = TFile::Open("root/sig_shapes_workspace_B80-200.root");
TFile *f4 = TFile::Open("root/data_shapes_workspace_"+NAME+".root");
RooWorkspace *w = (RooWorkspace*)f1->Get("w");
//w->Print();
RooAbsPdf *bkg_model = (RooAbsPdf*)w->pdf("model_s");
RooFitResult *res_s = (RooFitResult*)f2->Get("fit_s");
RooFitResult *res_b = (RooFitResult*)f2->Get("fit_b");
RooRealVar *rFit = dynamic_cast<RooRealVar *>(res_s->floatParsFinal()).find("r");
RooDataSet *data = (RooDataSet*)w->data("data_obs");
int nparS=0,nparB=0;
cout << res_s->floatParsFinal().getSize() << endl;
cout << res_b->floatParsFinal().getSize() << endl;
nparS = res_s->floatParsFinal().getSize();
nparB = res_b->floatParsFinal().getSize();
float chi2sumS = 0.;
float chi2sumB = 0.;
int nparsum = 0;
// if (BLIND) {
// res_b->Print();
// }
// else {
// res_s->Print();
// }
w->allVars().assignValueOnly(res_s->floatParsFinal());
// w->Print();
// w->allVars()->Print();
RooWorkspace *wSig = (RooWorkspace*)f3->Get("w");
RooWorkspace *wDat = (RooWorkspace*)f4->Get("w");
const RooSimultaneous *sim = dynamic_cast<const RooSimultaneous *> (bkg_model);
const RooAbsCategoryLValue &cat = (RooAbsCategoryLValue &) sim->indexCat();
TList *datasets = data->split(cat,true);
TIter next(datasets);
//int count = 0;
for(RooAbsData *ds = (RooAbsData*)next();ds != 0; ds = (RooAbsData*)next()) {
//if (count > 0) return 0;
//count++;
RooAbsPdf *pdfi = sim->getPdf(ds->GetName());
RooArgSet *obs = (RooArgSet*)pdfi->getObservables(ds);
RooRealVar *x = dynamic_cast<RooRealVar *>(obs->first());
RooRealVar *yield_vbf = (RooRealVar*)wSig->var("yield_signalVBF_mass"+MASS+"_"+TString(ds->GetName()));
RooRealVar *yield_gf = (RooRealVar*)wSig->var("yield_signalGF_mass"+MASS+"_"+TString(ds->GetName()));
TString ds_name(ds->GetName());
//----- get the QCD normalization -----------
RooRealVar *qcd_norm_final = dynamic_cast<RooRealVar *>(res_s->floatParsFinal()).find("CMS_vbfbb_qcd_norm_"+ds_name);
RooRealVar *qcd_yield = (RooRealVar*)wDat->var("yield_data_"+ds_name);
float Nqcd = exp(log(1.5)*qcd_norm_final->getVal())*qcd_yield->getVal();
float eNqcd = log(1.5)*qcd_norm_final->getError()*Nqcd;
cout<<"QCD normalization = "<<Nqcd<<" +/- "<<eNqcd<<endl;
TH1 *hCoarse = (TH1*)ds->createHistogram("coarseHisto_"+ds_name,*x);
float norm = hCoarse->Integral();
int rebin = BIN_SIZE/hCoarse->GetBinWidth(1);
hCoarse->Rebin(rebin);
float MIN_VAL = TMath::Max(0.9*hCoarse->GetBinContent(hCoarse->GetMinimumBin()),1.0);
float MAX_VAL = 1.3*hCoarse->GetBinContent(hCoarse->GetMaximumBin());
RooDataHist ds_coarse("ds_coarse_"+ds_name,"ds_coarse_"+ds_name,*x,hCoarse);
TH1F *hBlind = (TH1F*)hCoarse->Clone("blindHisto_"+ds_name);
for(int i=0;i<hBlind->GetNbinsX();i++) {
double x0 = hBlind->GetBinCenter(i+1);
if (x0 > 100 && x0 < 150) {
hBlind->SetBinContent(i+1,0);
hBlind->SetBinError(i+1,0);
}
}
RooDataHist ds_blind("ds_blind_"+ds_name,"ds_blind_"+ds_name,*x,hBlind);
RooHist *hresid,*hresid0;
RooPlot *frame1 = x->frame();
RooPlot *frame2 = x->frame();
if (BLIND) {
//cout << "Blind case: " << ds_coarse.GetName() << endl;
ds_coarse.plotOn(frame1,LineColor(0),MarkerColor(0));
pdfi->plotOn(frame1,Components("shapeBkg_qcd_"+ds_name+",shapeBkg_top_"+ds_name+",shapeBkg_zjets_"+ds_name),VisualizeError(*res_s,1,kTRUE),FillColor(0),MoveToBack());
pdfi->plotOn(frame1,Components("shapeBkg_qcd_"+ds_name+",shapeBkg_top_"+ds_name+",shapeBkg_zjets_"+ds_name),LineWidth(2),LineStyle(3));
ds_blind.plotOn(frame1);
hresid = frame1->residHist();
frame2->addPlotable(hresid,"pE1");
}
else {
//cout << "Non-blind case: " << ds_coarse.GetName() << endl;
ds_coarse.plotOn(frame1);
pdfi->plotOn(frame1);
//cout << pdfi->getParameters(ds_coarse)->selectByAttrib("Constant",kFALSE)->getSize() << endl;
cout<<"chi2/ndof (bkg+sig) = "<<frame1->chiSquare()<<endl;
cout << ds_coarse.numEntries() << endl;
chi2sumS += frame1->chiSquare()*ds_coarse.numEntries();
nparsum += ds_coarse.numEntries();
//hresid0 = frame1->residHist();
//pdfi->plotOn(frame1,VisualizeError(*res_s,1,kTRUE),FillColor(0),MoveToBack());
pdfi->plotOn(frame1,Components("shapeBkg_qcd_"+ds_name),LineWidth(2),LineStyle(5),LineColor(kGreen+2));
pdfi->plotOn(frame1,Components("shapeBkg_qcd_"+ds_name+",shapeBkg_top_"+ds_name+",shapeBkg_zjets_"+ds_name),LineWidth(2),LineStyle(2),LineColor(kBlack));
cout<<"chi2/ndof (bkg) = "<<frame1->chiSquare()<<endl;
chi2sumB += frame1->chiSquare()*ds_coarse.numEntries();
pdfi->plotOn(frame1,Components("shapeBkg_qcd_"+ds_name+",shapeBkg_top_"+ds_name+",shapeBkg_zjets_"+ds_name),LineWidth(2),LineStyle(2),LineColor(kBlack),VisualizeError(*res_s,1,kTRUE),FillColor(0),MoveToBack());
hresid = frame1->residHist();
frame2->addPlotable(hresid,"pE1");
float yield_sig = rFit->getValV()*(yield_vbf->getValV()+yield_gf->getValV());
RooAbsPdf *signal_pdf = (RooAbsPdf*)w->pdf("shapeSig_qqH_"+ds_name);
signal_pdf->plotOn(frame2,LineWidth(2),LineColor(kRed),Normalization(yield_sig,RooAbsReal::NumEvent),MoveToBack());
}
// hresid0->Print();
// hresid->Print();
// double x2,y2;
// for (int i=0; i<3; ++i) {
// hresid0->GetPoint(i,x2,y2);
// cout << "BKG+SIG\t" << x2 << "\t" << y2 << endl;
// hresid->GetPoint(i,x2,y2);
// cout << "BKG\t" << x2 << "\t" << y2 << endl;
// ds_coarse.get(i);
// cout << ds_coarse.weightError(RooAbsData::SumW2) << endl;
// cout << endl;
// }
TCanvas* canFit = new TCanvas("Higgs_fit_"+ds_name,"Higgs_fit_"+ds_name,900,750);
canFit->cd(1)->SetBottomMargin(0.4);
frame1->SetMinimum(MIN_VAL);
frame1->SetMaximum(MAX_VAL);
frame1->GetYaxis()->SetNdivisions(510);
frame1->GetXaxis()->SetTitleSize(0);
frame1->GetXaxis()->SetLabelSize(0);
frame1->GetYaxis()->SetTitle(TString::Format("Events / %1.1f GeV",BIN_SIZE));
frame1->Draw();
gPad->Update();
TList *list = (TList*)gPad->GetListOfPrimitives();
//list->Print();
TH1F *hUncH = new TH1F("hUncH"+ds_name,"hUncH"+ds_name,(XMAX-XMIN)/BIN_SIZE,XMIN,XMAX);
TH1F *hUncL = new TH1F("hUncL"+ds_name,"hUncL"+ds_name,(XMAX-XMIN)/BIN_SIZE,XMIN,XMAX);
TH1F *hUnc2H = new TH1F("hUnc2H"+ds_name,"hUnc2H"+ds_name,(XMAX-XMIN)/BIN_SIZE,XMIN,XMAX);
TH1F *hUnc2L = new TH1F("hUnc2L"+ds_name,"hUnc2L"+ds_name,(XMAX-XMIN)/BIN_SIZE,XMIN,XMAX);
TH1F *hUncC = new TH1F("hUncC"+ds_name,"hUncC"+ds_name,(XMAX-XMIN)/BIN_SIZE,XMIN,XMAX);
RooCurve *errorBand,*gFit,*gQCDFit,*gBkgFit;
//list->Print();
if (BLIND) {
errorBand = (RooCurve*)list->FindObject("pdf_bin"+ds_name+"_Norm[mbbReg_"+ds_name+"]_errorband_Comp[shapeBkg_qcd_"+ds_name+",shapeBkg_top_"+ds_name+",shapeBkg_zjets_"+ds_name+"]");
gFit = (RooCurve*)list->FindObject("pdf_bin"+ds_name+"_Norm[mbbReg_"+ds_name+"]"+"_Comp[shapeBkg_qcd_"+ds_name+",shapeBkg_top_"+ds_name+",shapeBkg_zjets_"+ds_name+"]");
}
else {
//errorBand = (RooCurve*)list->FindObject("pdf_bin"+ds_name+"_Norm[mbbReg_"+ds_name+"]_errorband");
errorBand = (RooCurve*)list->FindObject("pdf_bin"+ds_name+"_Norm[mbbReg_"+ds_name+"]_errorband_Comp[shapeBkg_qcd_"+ds_name+",shapeBkg_top_"+ds_name+",shapeBkg_zjets_"+ds_name+"]");
gFit = (RooCurve*)list->FindObject("pdf_bin"+ds_name+"_Norm[mbbReg_"+ds_name+"]");
}
gQCDFit = (RooCurve*)list->FindObject("pdf_bin"+ds_name+"_Norm[mbbReg_"+ds_name+"]"+"_Comp[shapeBkg_qcd_"+ds_name+"]");
gBkgFit = (RooCurve*)list->FindObject("pdf_bin"+ds_name+"_Norm[mbbReg_"+ds_name+"]"+"_Comp[shapeBkg_qcd_"+ds_name+",shapeBkg_top_"+ds_name+",shapeBkg_zjets_"+ds_name+"]");
for(int i=0;i<hUncH->GetNbinsX();i++) {
double x0 = hUncH->GetBinCenter(i+1);
double e1 = fabs(errorBand->Eval(x0)-gBkgFit->Eval(x0));
//double e1 = fabs(errorBand->Eval(x0)-gFit->Eval(x0));
double e2 = eNqcd/hUncH->GetNbinsX();
hUncH->SetBinContent(i+1,sqrt(pow(e2,2)+pow(e1,2)));
hUnc2H->SetBinContent(i+1,2*sqrt(pow(e2,2)+pow(e1,2)));
hUncL->SetBinContent(i+1,-sqrt(pow(e2,2)+pow(e1,2)));
hUnc2L->SetBinContent(i+1,-2*sqrt(pow(e2,2)+pow(e1,2)));
hUncC->SetBinContent(i+1,0.);
}
TPad* pad = new TPad("pad", "pad", 0., 0., 1., 1.);
pad->SetTopMargin(0.63);
pad->SetFillColor(0);
pad->SetFillStyle(0);
pad->Draw();
pad->cd(0);
hUnc2H->GetXaxis()->SetTitle("m_{bb} (GeV)");
hUnc2H->GetYaxis()->SetTitle("Data - Bkg");
//hUnc2H->GetYaxis()->SetTitle("Data - Fit");
double YMAX = 1.1*frame2->GetMaximum();
double YMIN = -1.1*frame2->GetMaximum();
hUnc2H->GetYaxis()->SetRangeUser(YMIN,YMAX);
hUnc2H->GetYaxis()->SetNdivisions(507);
// hUnc2H->GetXaxis()->SetTitleOffset(0.9);
// hUnc2H->GetYaxis()->SetTitleOffset(1.0);
hUnc2H->GetYaxis()->SetTickLength(0.0);
// hUnc2H->GetYaxis()->SetTitleSize(0.05);
// hUnc2H->GetYaxis()->SetLabelSize(0.04);
hUnc2H->GetYaxis()->CenterTitle(kTRUE);
hUnc2H->SetFillColor(kGreen);
hUnc2L->SetFillColor(kGreen);
hUncH->SetFillColor(kYellow);
hUncL->SetFillColor(kYellow);
hUncC->SetLineColor(kBlack);
hUncC->SetLineStyle(7);
hUnc2H->Draw("HIST");
hUnc2L->Draw("same HIST");
hUncH->Draw("same HIST");
hUncL->Draw("same HIST");
hUncC->Draw("same HIST");
frame2->GetYaxis()->SetTickLength(0.03/0.4);
frame2->Draw("same");
TList *list1 = (TList*)gPad->GetListOfPrimitives();
//list1->Print();
RooCurve *gSigFit = (RooCurve*)list1->FindObject("shapeSig_qqH_"+ds_name+"_Norm[mbbReg_"+ds_name+"]");
TLegend *leg = new TLegend(0.70,0.61,0.94,1.-gStyle->GetPadTopMargin()-0.01);
leg->SetTextFont(42);
leg->SetFillStyle(-1);
//leg->SetHeader(ds_name+" (m_{H}="+MASS+")");
leg->SetHeader(TString::Format("Category %d",atoi(ds_name(3,1).Data())+1));
leg->AddEntry(hBlind,"Data","P");
if (!BLIND) {
leg->AddEntry(gSigFit,"Fitted signal","L");
}
TLine *gEmpty = new TLine(0.0,0.0,0.0,0.0);
gEmpty->SetLineWidth(0);
TLegendEntry *l1 = leg->AddEntry(gEmpty,"(m_{H} = "+MASS+" GeV)","");
l1->SetTextSize(0.038*0.97*0.85);
leg->AddEntry(gFit,"Bkg. + signal","L");
leg->AddEntry(gBkgFit,"Bkg.","L");
leg->AddEntry(gQCDFit,"QCD","L");
leg->AddEntry(hUnc2H,"2#sigma bkg. unc.","F");
leg->AddEntry(hUncH,"1#sigma bkg. unc.","F");
leg->SetFillColor(0);
leg->SetBorderSize(0);
leg->SetTextFont(42);
leg->SetTextSize(0.038*0.98);
leg->Draw();
leg->SetY1(leg->GetY2()-leg->GetNRows()*0.045*0.96);
TPaveText *paveCMS = new TPaveText(gStyle->GetPadLeftMargin()+0.02,0.7,gStyle->GetPadLeftMargin()+0.15,1.-gStyle->GetPadTopMargin()-0.01,"NDC");
paveCMS->SetTextFont(62);
paveCMS->SetTextSize(gStyle->GetPadTopMargin()*3./4.);
paveCMS->SetBorderSize(0);
paveCMS->SetFillStyle(-1);
paveCMS->SetTextAlign(12);
paveCMS->AddText("CMS");
paveCMS->Draw();
gPad->Update();
paveCMS->SetY1NDC(paveCMS->GetY2NDC()-paveCMS->GetListOfLines()->GetSize()*gStyle->GetPadTopMargin());
TPaveText *paveLumi = new TPaveText(0.5,1.-gStyle->GetPadTopMargin(),0.98,1.00,"NDC");
paveLumi->SetTextFont(42);
paveLumi->SetTextSize(gStyle->GetPadTopMargin()*3./4.);
paveLumi->SetBorderSize(0);
paveLumi->SetFillStyle(-1);
paveLumi->SetTextAlign(32);
paveLumi->AddText(TString::Format("%.1f fb^{-1} (8TeV)",(atoi(ds_name(3,1).Data())<4 ? 19.8 : 18.3)).Data());//+ 18.2 ;
paveLumi->Draw();
TString path=".";
//TString path="BiasV10_limit_BRN5p4_dX0p1_B80-200_CAT0-6/output/";
system(TString::Format("[ ! -d %s/plot ] && mkdir %s/plot",path.Data(),path.Data()).Data());
system(TString::Format("[ ! -d %s/plot/fits ] && mkdir %s/plot/fits",path.Data(),path.Data()).Data());
canFit->SaveAs(TString::Format("%s/plot/fits/Fit_mH%s_%s.pdf",path.Data(),MASS.Data(),ds_name.Data()).Data());
canFit->SaveAs(TString::Format("%s/plot/fits/Fit_mH%s_%s.png",path.Data(),MASS.Data(),ds_name.Data()).Data());
canFit->SaveAs(TString::Format("%s/plot/fits/Fit_mH%s_%s.eps",path.Data(),MASS.Data(),ds_name.Data()).Data());
TText *l = (TText*)paveCMS->AddText("Preliminary");
l->SetTextFont(52);
paveCMS->Draw();
gPad->Update();
paveCMS->SetY1NDC(paveCMS->GetY2NDC()-paveCMS->GetListOfLines()->GetSize()*gStyle->GetPadTopMargin());
canFit->SaveAs(TString::Format("%s/plot/fits/Fit_mH%s_%s_prelim.pdf",path.Data(),MASS.Data(),ds_name.Data()).Data());
canFit->SaveAs(TString::Format("%s/plot/fits/Fit_mH%s_%s_prelim.png",path.Data(),MASS.Data(),ds_name.Data()).Data());
canFit->SaveAs(TString::Format("%s/plot/fits/Fit_mH%s_%s_prelim.eps",path.Data(),MASS.Data(),ds_name.Data()).Data());
delete ds;
}
cout << "chi2sumS: " << chi2sumS << endl;
cout << "chi2sumB: " << chi2sumB << endl;
cout << "nparS: " << nparS << endl;
cout << "nparB: " << nparB << endl;
cout << "nbinsum: " << nparsum << endl;
cout << "chi2sumS/(nbinsum - nparS): " << chi2sumS / (float)(nparsum - nparS) << endl;
cout << "chi2sumB/(nbinsum - nparB): " << chi2sumB / (float)(nparsum - nparB) << endl;
delete datasets;
}
void create_plot(
TH1D * hw,
TH1D * emu,
int runNo,
const char * dataset,
const char * xLabel,
const char * exportPath,
int rebin = 1,
int energy = 13,
long rangeLow = 0,
long rangeHigh = 0
) {
// define latex container to hold the title
TLatex n;
n.SetNDC();
n.SetTextFont(52);
n.SetTextSize(0.05);
// create canvas that will hold each plot
TCanvas* canv = new TCanvas("canv","canvas");
// top pad (comparison)
TPad* pad1 = new TPad("mainPad","mainPad",0,0.3,1,1);
// bottom (resuduals) pad
TPad* pad2 = new TPad("ratioPad","ratioPad",0,0.05,1,0.3);
// pad to contain trendline for hw-emu ratio of 1
TPad* overlayPad = new TPad("pInv","pInv", 0,0.05,1,0.3);
overlayPad->SetFillStyle(0);
// create legend that will describe appearance of data points
TLegend * leg = new TLegend(0.65,0.85,0.91,1);
leg->SetFillColor(0);
leg->SetNColumns(2);
leg->AddEntry(hw,"Hardware", "p");//"l");
leg->AddEntry(emu,"Emulator", "l");
leg->SetBorderSize(0);
leg->SetFillStyle(0);
// optionally reduce segmentation in x to improve visibility of some plots
hw->Rebin(rebin);
emu->Rebin(rebin);
hw->SetMarkerStyle(21);
hw->SetMarkerColor(1);
hw->SetMarkerSize(0.5);
emu->SetLineColor(kRed);
hw->GetYaxis()->SetTitle("Number of candidates");
hw->GetYaxis()->SetTitleSize(0.062);
hw->GetYaxis()->SetTitleOffset(0.80);
hw->GetYaxis()->SetLabelSize(0.045);
hw->GetYaxis()->SetTickSize(0.01);
hw->GetXaxis()->SetLabelSize(0);
emu->GetXaxis()->SetLabelSize(0);
pad1->SetBottomMargin(0.02);
pad1->SetGridx();
//pad1->SetLogy();
pad1->Draw();
pad1->cd();
hw->SetStats(0);
emu->SetStats(0);
if (emu->GetMaximum() > hw->GetMaximum()) {
hw->SetMaximum(1.1*emu->GetMaximum());
}
if (rangeLow != 0 || rangeHigh != 0) {
emu->GetXaxis()->SetRangeUser(rangeLow, rangeHigh);
hw->GetXaxis()->SetRangeUser(rangeLow, rangeHigh);
}
hw->DrawCopy("p");
emu->Draw("same");
if (rangeLow != 0 || rangeHigh != 0) {
emu->GetXaxis()->SetRangeUser(rangeLow, rangeHigh);
hw->GetXaxis()->SetRangeUser(rangeLow, rangeHigh);
}
leg->Draw();
stringstream caption;
caption << "#bf{CMS Preliminary}: " << dataset;
/*
caption << "#bf{CMS Preliminary, 2016 Data}:" << ", #sqrt{s} = " << energy
<< " TeV ";
*/
n.DrawLatex(0.1, 0.915, caption.str().c_str());
canv->cd();
pad2->SetTopMargin(0);
pad2->SetBottomMargin(0.39);
pad2->Draw();
pad2->cd();
pad2->SetGridy();
pad2->SetGridx();
hw->Divide(emu);
hw->GetYaxis()->SetTitle("HW/EM");
hw->GetYaxis()->CenterTitle();
stringstream labelText;
labelText << "Level-1 Trigger " << xLabel;
hw->GetYaxis()->CenterTitle();
hw->GetXaxis()->SetTitle(labelText.str().c_str());
hw->GetYaxis()->SetTitleSize(0.15);
hw->GetYaxis()->SetTitleOffset(0.3);
hw->GetYaxis()->SetLabelSize(0.12);
hw->GetYaxis()->SetLabelOffset(0.006);
hw->GetYaxis()->SetNdivisions(40407);
hw->GetXaxis()->SetTitleSize(0.15);
hw->GetXaxis()->SetTitleOffset(1.1);
hw->GetXaxis()->SetLabelOffset(0.04);
hw->GetXaxis()->SetLabelSize(0.12);
hw->SetMinimum(0.76);
hw->SetMaximum(1.24);
hw->Draw("p");
canv->cd();
overlayPad->Draw();
overlayPad->cd();
if (rangeLow != 0 || rangeHigh != 0) {
hw->GetXaxis()->SetRangeUser(rangeLow, rangeHigh);
}
TLine* unity = new TLine(0.1,0.695,0.9,0.695);
unity->SetLineColor(kBlue);
unity->Draw();
stringstream pathStream;
pathStream << "compHwEmu/" << exportPath;
canv->SaveAs(pathStream.str().c_str());
delete canv;
}
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 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 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 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,"");
}
void test3()
{
//=========Macro generated from canvas: default_Canvas/defaultCanvas
//========= (Fri May 6 10:50:13 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(1.567901,0.02811051,4.654321,0.1367104);
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);
TH1F *test3_red_0_0_norm__1 = new TH1F("test3_red_0_0_norm__1","ETA",10,2,4.5);
test3_red_0_0_norm__1->SetBinContent(1,0.1040398);
test3_red_0_0_norm__1->SetBinContent(2,0.1186439);
test3_red_0_0_norm__1->SetBinContent(3,0.1256071);
test3_red_0_0_norm__1->SetBinContent(4,0.1229555);
test3_red_0_0_norm__1->SetBinContent(5,0.118442);
test3_red_0_0_norm__1->SetBinContent(6,0.1127067);
test3_red_0_0_norm__1->SetBinContent(7,0.09951538);
test3_red_0_0_norm__1->SetBinContent(8,0.08332527);
test3_red_0_0_norm__1->SetBinContent(9,0.06651872);
test3_red_0_0_norm__1->SetBinContent(10,0.0482457);
test3_red_0_0_norm__1->SetBinError(1,0.001708584);
test3_red_0_0_norm__1->SetBinError(2,0.001736969);
test3_red_0_0_norm__1->SetBinError(3,0.001484444);
test3_red_0_0_norm__1->SetBinError(4,0.001426268);
test3_red_0_0_norm__1->SetBinError(5,0.001336676);
test3_red_0_0_norm__1->SetBinError(6,0.00122978);
test3_red_0_0_norm__1->SetBinError(7,0.00125216);
test3_red_0_0_norm__1->SetBinError(8,0.00113555);
test3_red_0_0_norm__1->SetBinError(9,0.0009819959);
test3_red_0_0_norm__1->SetBinError(10,0.0009418311);
test3_red_0_0_norm__1->SetEntries(58129);
test3_red_0_0_norm__1->SetStats(0);
Int_t ci; // for color index setting
TColor *color; // for color definition with alpha
ci = TColor::GetColor("#ff0000");
test3_red_0_0_norm__1->SetFillColor(ci);
test3_red_0_0_norm__1->SetFillStyle(0);
ci = TColor::GetColor("#ff0000");
test3_red_0_0_norm__1->SetLineColor(ci);
test3_red_0_0_norm__1->SetLineWidth(2);
ci = TColor::GetColor("#ff0000");
test3_red_0_0_norm__1->SetMarkerColor(ci);
test3_red_0_0_norm__1->SetMarkerStyle(20);
test3_red_0_0_norm__1->GetXaxis()->SetTitle("#eta");
test3_red_0_0_norm__1->GetXaxis()->SetNdivisions(1005);
test3_red_0_0_norm__1->GetXaxis()->SetLabelFont(132);
test3_red_0_0_norm__1->GetXaxis()->SetLabelOffset(0.02);
test3_red_0_0_norm__1->GetXaxis()->SetLabelSize(0.05);
test3_red_0_0_norm__1->GetXaxis()->SetTitleSize(0.06);
test3_red_0_0_norm__1->GetXaxis()->SetTitleFont(132);
test3_red_0_0_norm__1->GetYaxis()->SetNdivisions(505);
test3_red_0_0_norm__1->GetYaxis()->SetLabelFont(132);
test3_red_0_0_norm__1->GetYaxis()->SetLabelSize(0.05);
test3_red_0_0_norm__1->GetYaxis()->SetTitleSize(0.06);
test3_red_0_0_norm__1->GetYaxis()->SetTitleFont(132);
test3_red_0_0_norm__1->GetZaxis()->SetLabelFont(132);
test3_red_0_0_norm__1->GetZaxis()->SetLabelSize(0.05);
test3_red_0_0_norm__1->GetZaxis()->SetTitleSize(0.06);
test3_red_0_0_norm__1->GetZaxis()->SetTitleFont(132);
test3_red_0_0_norm__1->Draw("");
Double_t xAxis1[11] = {2, 2.25, 2.5, 2.75, 3, 3.25, 3.5, 3.75, 4, 4.25, 4.5};
TH1F *test3_green_0_1_norm__2 = new TH1F("test3_green_0_1_norm__2","ETA",10, xAxis1);
test3_green_0_1_norm__2->SetBinContent(1,0.1214835);
test3_green_0_1_norm__2->SetBinContent(2,0.1235428);
test3_green_0_1_norm__2->SetBinContent(3,0.1252758);
test3_green_0_1_norm__2->SetBinContent(4,0.1207572);
test3_green_0_1_norm__2->SetBinContent(5,0.1150848);
test3_green_0_1_norm__2->SetBinContent(6,0.1056844);
test3_green_0_1_norm__2->SetBinContent(7,0.09450962);
test3_green_0_1_norm__2->SetBinContent(8,0.07910584);
test3_green_0_1_norm__2->SetBinContent(9,0.06467657);
test3_green_0_1_norm__2->SetBinContent(10,0.04987957);
test3_green_0_1_norm__2->SetEntries(10);
test3_green_0_1_norm__2->SetStats(0);
ci = TColor::GetColor("#00ff00");
test3_green_0_1_norm__2->SetFillColor(ci);
test3_green_0_1_norm__2->SetFillStyle(0);
ci = TColor::GetColor("#00ff00");
test3_green_0_1_norm__2->SetLineColor(ci);
test3_green_0_1_norm__2->SetLineWidth(2);
ci = TColor::GetColor("#00ff00");
test3_green_0_1_norm__2->SetMarkerColor(ci);
test3_green_0_1_norm__2->SetMarkerStyle(20);
test3_green_0_1_norm__2->GetXaxis()->SetTitle("#eta");
test3_green_0_1_norm__2->GetXaxis()->SetNdivisions(1005);
test3_green_0_1_norm__2->GetXaxis()->SetLabelFont(132);
test3_green_0_1_norm__2->GetXaxis()->SetLabelOffset(0.02);
test3_green_0_1_norm__2->GetXaxis()->SetLabelSize(0.05);
test3_green_0_1_norm__2->GetXaxis()->SetTitleSize(0.06);
test3_green_0_1_norm__2->GetXaxis()->SetTitleFont(132);
test3_green_0_1_norm__2->GetYaxis()->SetNdivisions(505);
test3_green_0_1_norm__2->GetYaxis()->SetLabelFont(132);
test3_green_0_1_norm__2->GetYaxis()->SetLabelSize(0.05);
test3_green_0_1_norm__2->GetYaxis()->SetTitleSize(0.06);
test3_green_0_1_norm__2->GetYaxis()->SetTitleFont(132);
test3_green_0_1_norm__2->GetZaxis()->SetLabelFont(132);
test3_green_0_1_norm__2->GetZaxis()->SetLabelSize(0.05);
test3_green_0_1_norm__2->GetZaxis()->SetTitleSize(0.06);
test3_green_0_1_norm__2->GetZaxis()->SetTitleFont(132);
test3_green_0_1_norm__2->Draw("same");
TLegend *leg = new TLegend(0.2,0.7,0.4,0.85,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("MuonTrackingMC2015RW_Sim09/ETA_tot","T&P","lep");
ci = TColor::GetColor("#ff0000");
entry->SetLineColor(ci);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
ci = TColor::GetColor("#ff0000");
entry->SetMarkerColor(ci);
entry->SetMarkerStyle(20);
entry->SetMarkerSize(1);
entry->SetTextFont(132);
entry=leg->AddEntry("MuonUbsTrackingMC2015/ETA_tot","Truth","lep");
ci = TColor::GetColor("#00ff00");
entry->SetLineColor(ci);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
ci = TColor::GetColor("#00ff00");
entry->SetMarkerColor(ci);
entry->SetMarkerStyle(20);
entry->SetMarkerSize(1);
entry->SetTextFont(132);
leg->Draw();
TH1F *test3_red_0_0_norm_copy__3 = new TH1F("test3_red_0_0_norm_copy__3","ETA",10,2,4.5);
test3_red_0_0_norm_copy__3->SetBinContent(1,0.1040398);
test3_red_0_0_norm_copy__3->SetBinContent(2,0.1186439);
test3_red_0_0_norm_copy__3->SetBinContent(3,0.1256071);
test3_red_0_0_norm_copy__3->SetBinContent(4,0.1229555);
test3_red_0_0_norm_copy__3->SetBinContent(5,0.118442);
test3_red_0_0_norm_copy__3->SetBinContent(6,0.1127067);
test3_red_0_0_norm_copy__3->SetBinContent(7,0.09951538);
test3_red_0_0_norm_copy__3->SetBinContent(8,0.08332527);
test3_red_0_0_norm_copy__3->SetBinContent(9,0.06651872);
test3_red_0_0_norm_copy__3->SetBinContent(10,0.0482457);
test3_red_0_0_norm_copy__3->SetBinError(1,0.001708584);
test3_red_0_0_norm_copy__3->SetBinError(2,0.001736969);
test3_red_0_0_norm_copy__3->SetBinError(3,0.001484444);
test3_red_0_0_norm_copy__3->SetBinError(4,0.001426268);
test3_red_0_0_norm_copy__3->SetBinError(5,0.001336676);
test3_red_0_0_norm_copy__3->SetBinError(6,0.00122978);
test3_red_0_0_norm_copy__3->SetBinError(7,0.00125216);
test3_red_0_0_norm_copy__3->SetBinError(8,0.00113555);
test3_red_0_0_norm_copy__3->SetBinError(9,0.0009819959);
test3_red_0_0_norm_copy__3->SetBinError(10,0.0009418311);
test3_red_0_0_norm_copy__3->SetEntries(58129);
test3_red_0_0_norm_copy__3->SetDirectory(0);
test3_red_0_0_norm_copy__3->SetStats(0);
ci = TColor::GetColor("#ff0000");
test3_red_0_0_norm_copy__3->SetFillColor(ci);
test3_red_0_0_norm_copy__3->SetFillStyle(0);
ci = TColor::GetColor("#ff0000");
test3_red_0_0_norm_copy__3->SetLineColor(ci);
test3_red_0_0_norm_copy__3->SetLineWidth(2);
ci = TColor::GetColor("#ff0000");
test3_red_0_0_norm_copy__3->SetMarkerColor(ci);
test3_red_0_0_norm_copy__3->SetMarkerStyle(20);
test3_red_0_0_norm_copy__3->GetXaxis()->SetTitle("#eta");
test3_red_0_0_norm_copy__3->GetXaxis()->SetNdivisions(1005);
test3_red_0_0_norm_copy__3->GetXaxis()->SetLabelFont(132);
test3_red_0_0_norm_copy__3->GetXaxis()->SetLabelOffset(0.02);
test3_red_0_0_norm_copy__3->GetXaxis()->SetLabelSize(0.05);
test3_red_0_0_norm_copy__3->GetXaxis()->SetTitleSize(0.06);
test3_red_0_0_norm_copy__3->GetXaxis()->SetTitleFont(132);
test3_red_0_0_norm_copy__3->GetYaxis()->SetNdivisions(505);
test3_red_0_0_norm_copy__3->GetYaxis()->SetLabelFont(132);
test3_red_0_0_norm_copy__3->GetYaxis()->SetLabelSize(0.05);
test3_red_0_0_norm_copy__3->GetYaxis()->SetTitleSize(0.06);
test3_red_0_0_norm_copy__3->GetYaxis()->SetTitleFont(132);
test3_red_0_0_norm_copy__3->GetZaxis()->SetLabelFont(132);
test3_red_0_0_norm_copy__3->GetZaxis()->SetLabelSize(0.05);
test3_red_0_0_norm_copy__3->GetZaxis()->SetTitleSize(0.06);
test3_red_0_0_norm_copy__3->GetZaxis()->SetTitleFont(132);
test3_red_0_0_norm_copy__3->Draw("sameaxis");
upperPad->Modified();
default_Canvas->cd();
default_Canvas->Modified();
default_Canvas->cd();
default_Canvas->SetSelected(default_Canvas);
}
void DrawQCDClosure(TString VAR,TString XTITLE)
{
gROOT->ForceStyle();
TString FileName[7] = {"QCD_HT200to300","QCD_HT300to500","QCD_HT500to700","QCD_HT700to1000","QCD_HT1000to1500","QCD_HT1500to2000","QCD_HT2000toInf"};
float XSEC[7] = {1.74e+6,3.67e+5,2.94e+4,6.524e+03,1.064e+03,121.5,2.542e+01};
TFile *inf[7];
TH1F *h[7],*h1[7];
TCanvas *can = new TCanvas("can_QCDClosure_"+VAR,"can_QCDClosure_"+VAR,900,600);
can->cd(1);
can->SetBottomMargin(0.3);
can->SetRightMargin(0.15);
for(int i=0;i<7;i++) {
inf[i] = TFile::Open("Histo_"+FileName[i]+".root");
TH1F *hTriggerPass = (TH1F*)inf[i]->Get("hadtopL/TriggerPass");
h[i] = (TH1F*)inf[i]->Get("hadtopL/h_"+VAR);
h1[i] = (TH1F*)inf[i]->Get("hadtop/h_"+VAR);
h[i]->Sumw2();
h1[i]->Sumw2();
h[i]->Rebin(5);
h1[i]->Rebin(5);
h[i]->Scale(XSEC[i]/hTriggerPass->GetBinContent(1));
h1[i]->Scale(XSEC[i]/hTriggerPass->GetBinContent(1));
cout<<hTriggerPass->GetBinContent(1)<<endl;
}
TH1F *hQCD = (TH1F*)h[0]->Clone("hQCD");
TH1F *hQCD1 = (TH1F*)h1[0]->Clone("hQCD1");
for(int i=0;i<7;i++) {
hQCD->Add(h[i]);
hQCD1->Add(h1[i]);
}
hQCD->SetFillColor(kGray);
hQCD->Scale(1./hQCD->Integral());
hQCD1->Scale(1./hQCD1->Integral());
hQCD->GetXaxis()->SetLabelSize(0.0);
double max = 1.1*TMath::Max(hQCD->GetBinContent(hQCD->GetMaximumBin()),hQCD1->GetBinContent(hQCD1->GetMaximumBin()));
hQCD->SetMinimum(1e-5);
hQCD->SetMaximum(max);
hQCD->Draw("hist");
hQCD1->Draw("sameE");
gPad->RedrawAxis();
TLegend *leg = new TLegend(0.86,0.65,0.99,0.9);
leg->SetFillColor(0);
leg->SetTextFont(42);
leg->SetTextSize(0.03);
leg->AddEntry(hQCD,"Control","F");
leg->AddEntry(hQCD1,"Signal","LP");
leg->Draw();
TH1F *hRatio = (TH1F*)hQCD1->Clone("Ratio");
hRatio->Divide(hQCD);
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->GetYaxis()->SetNdivisions(505);
hRatio->GetYaxis()->SetRangeUser(0,2);
hRatio->GetYaxis()->SetLabelSize(0.04);
hRatio->Draw();
}
void DrawQCDClosure(TString VAR,int NBINS,float XMIN,float XMAX,TString XTITLE)
{
gROOT->ForceStyle();
const int N = 11;
float XSEC[N] = {471100.,117276.,7823.,648.2,186.9,32.293,9.4183,0.84265,0.114943,0.00682981,0.000165445};
TString SAMPLE[N] = {
"QCD_Pt_120to170",
"QCD_Pt_170to300",
"QCD_Pt_300to470",
"QCD_Pt_470to600",
"QCD_Pt_600to800",
"QCD_Pt_800to1000",
"QCD_Pt_1000to1400",
"QCD_Pt_1400to1800",
"QCD_Pt_1800to2400",
"QCD_Pt_2400to3200",
"QCD_Pt_3200toInf"
};
TFile *inf[N];
TTree *tr0[N],*tr1[N],*tr2[N];
TH1F *h0[N],*h1[N],*h2[N];
TCanvas *can = new TCanvas("can_QCDClosure_"+VAR,"can_QCDClosure_"+VAR,900,600);
can->cd(1);
can->SetBottomMargin(0.3);
can->SetRightMargin(0.15);
for(int i=0;i<N;i++) {
inf[i] = TFile::Open("flatTree_"+SAMPLE[i]+".root");
tr0[i] = (TTree*)inf[i]->Get("hadtopNoBtag/events");
tr1[i] = (TTree*)inf[i]->Get("hadtopOneBtag/events");
tr2[i] = (TTree*)inf[i]->Get("hadtop/events");
TH1F *hpu = (TH1F*)inf[i]->Get("hadtop/pileup");
h0[i] = new TH1F("h0_"+SAMPLE[i],"h0_"+SAMPLE[i],NBINS,XMIN,XMAX);
h1[i] = new TH1F("h1_"+SAMPLE[i],"h1_"+SAMPLE[i],NBINS,XMIN,XMAX);
h2[i] = new TH1F("h2_"+SAMPLE[i],"h2_"+SAMPLE[i],NBINS,XMIN,XMAX);
h0[i]->Sumw2();
h1[i]->Sumw2();
h2[i]->Sumw2();
tr0[i]->Draw(VAR+">>"+"h0_"+SAMPLE[i],"triggerBit[0] && prob>0.05 && nBJets==0 && dRbbTop>2");
tr1[i]->Draw(VAR+">>"+"h1_"+SAMPLE[i],"triggerBit[0] && prob>0.05 && nBJets==1 && dRbbTop>2");
tr2[i]->Draw(VAR+">>"+"h2_"+SAMPLE[i],"triggerBit[0] && prob>0.05 && nBJets>1 && dRbbTop>2");
h0[i]->Scale(XSEC[i]/hpu->GetEntries());
h1[i]->Scale(XSEC[i]/hpu->GetEntries());
h2[i]->Scale(XSEC[i]/hpu->GetEntries());
cout<<SAMPLE[i]<<" "<<hpu->GetEntries()<<" "<<h0[i]->GetEntries()<<" "<<h1[i]->GetEntries()<<" "<<h2[i]->GetEntries()<<endl;
}
TH1F *hQCD0 = (TH1F*)h0[0]->Clone("hQCD0");
TH1F *hQCD1 = (TH1F*)h1[0]->Clone("hQCD1");
TH1F *hQCD2 = (TH1F*)h2[0]->Clone("hQCD2");
for(int i=1;i<N;i++) {
hQCD0->Add(h0[1]);
hQCD1->Add(h1[1]);
hQCD2->Add(h2[1]);
}
hQCD0->SetFillColor(kGray);
hQCD1->SetLineColor(kBlack);
hQCD1->SetMarkerColor(kBlack);
hQCD1->SetMarkerStyle(21);
hQCD2->SetLineColor(kRed);
hQCD2->SetMarkerColor(kRed);
hQCD2->SetMarkerStyle(20);
hQCD0->Scale(1./hQCD0->Integral());
hQCD1->Scale(1./hQCD1->Integral());
hQCD2->Scale(1./hQCD2->Integral());
hQCD0->GetXaxis()->SetLabelSize(0.0);
double max = 1.1*TMath::Max(hQCD0->GetBinContent(hQCD0->GetMaximumBin()),hQCD2->GetBinContent(hQCD2->GetMaximumBin()));
hQCD0->SetMinimum(1e-5);
hQCD0->SetMaximum(max);
hQCD0->Draw("hist");
hQCD1->Draw("sameE");
hQCD2->Draw("sameE");
gPad->RedrawAxis();
TLegend *leg = new TLegend(0.86,0.65,0.99,0.9);
leg->SetFillColor(0);
leg->SetTextFont(42);
leg->SetTextSize(0.03);
leg->AddEntry(hQCD0,"Zero btag","F");
leg->AddEntry(hQCD1,"One btag","LP");
leg->AddEntry(hQCD2,"Two btag","LP");
leg->Draw();
TH1F *hRatio0 = (TH1F*)hQCD2->Clone("Ratio0");
hRatio0->Divide(hQCD0);
TH1F *hRatio1 = (TH1F*)hQCD2->Clone("Ratio1");
hRatio1->Divide(hQCD1);
hRatio0->SetLineColor(kBlack);
hRatio0->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();
hRatio0->GetXaxis()->SetTitle(XTITLE);
hRatio0->GetYaxis()->SetNdivisions(505);
hRatio0->GetYaxis()->SetRangeUser(0,2);
hRatio0->GetYaxis()->SetLabelSize(0.04);
hRatio0->Draw();
hRatio1->Draw("same");
}
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");
}
}
// main method
void LEDRef_evtdis(const int runno = 615,
const int gainv = 0, /*0=low, 1=high*/
const int evtnum= -10,
int ymax=1023, // set the scale of plots
const int delay = 1) // -1=no delay, wait for input, X>=0 => sleep aprox. X sec. after making plot
{
// set ranges to plot
const int strip_f = 0; // first
const int strip_l = NSTRIPS - 1;
const int nsamples = 65; // number of ADC time samples per channel and event
const int saveplot = 0;
const int numbering = 1; // 0: no numbering, 1: nubering on each plot
const int dofit = 0; // 0: no fit, 1: try to fit the spectra
const int debug = 0;
const float gammaN = 2;
// end of setup
// Assume we are just interested in the 1st segment, _0.root below for fname*
Char_t fname[256];
sprintf(fname, "/local/data/Run_%09d.Seq_1A.Stream_0.root",runno);
cout << "TOTCHAN " << TOTCHAN << endl;
// set up a raw reader of the data
AliRawReader *rawReader = NULL;
rawReader = new AliRawReaderRoot(fname);
AliCaloRawStream *in = NULL;
in = new AliCaloRawStream(rawReader,"EMCAL");
// set up histograms
TH1F *hfit[TOTCHAN];
TF1 *f1[TOTCHAN];
char ch_label[TOTCHAN][100];
char buff1[100];
char name[80];
for(int i=0; i<TOTCHAN; i++) {
sprintf(buff1,"hfit_%d",i);
hfit[i] = new TH1F(buff1,"hfit", nsamples , -0.5, nsamples - 0.5);
hfit[i]->SetDirectory(0);
sprintf(name,"f1_%d",i);
f1[i] = new TF1(name,fitfun,0,70,5);
f1[i]->SetLineWidth(2);
f1[i]->SetLineColor(2);
// int idx = istrip + NSTRIPS * gain; // encoding used later
int gain = i / (NSTRIPS);
int istrip = i % NSTRIPS;
sprintf(ch_label[i], "Strip%02d", istrip);
}
TCanvas *cc1 = new TCanvas("cc1","3 columns of 8 strips each",600,800);
int numcol = NSETS;
int numrow = NSTRIPS_IN_SET;
cc1->Divide(numcol, numrow);
TText *t = new TText;
t->SetTextSize(0.17);
int clr[2] = {4,2}; // colors
// figure out which events we should look at
int firstevent = evtnum;
int lastevent = evtnum;
if (evtnum < 0) { // get a bunch of events
firstevent = 0;
lastevent = - evtnum;
}
if (evtnum == 0) { // get all events
firstevent = 0;
lastevent = 1000000;
}
Int_t iev =0;
AliRawEventHeaderBase *aliHeader=NULL;
while ( rawReader->NextEvent() && iev < firstevent) {
aliHeader = (AliRawEventHeaderBase*) rawReader->GetEventHeader();
iev++;
}
// loop over selected events
while ( rawReader->NextEvent() && iev <= lastevent) {
aliHeader = (AliRawEventHeaderBase*) rawReader->GetEventHeader();
int runNumber = aliHeader->Get("RunNb");
cout << "Found run number " << runNumber << endl;
// reset histograms
for(int i=0; i<TOTCHAN; i++) {
hfit[i]->Reset();
}
// get events (the "1" ensures that we actually select all events for now)
if ( 1 || aliHeader->Get("Type") == AliRawEventHeaderBase::kPhysicsEvent ) {
const UInt_t * evtId = aliHeader->GetP("Id");
int evno_raw = (int) evtId[0];
int timestamp = aliHeader->Get("Timestamp");
cout << " evno " << evno_raw
<< " size " << aliHeader->GetEventSize()
<< " type " << aliHeader->Get("Type")
<< " type name " << aliHeader->GetTypeName()
<< " timestamp " << timestamp
<< endl;
/// process_event stream
while ( in->Next() ) {
int strip = in->GetColumn();
int gain = in->GetRow();
if (in->IsLEDMonData()) {
int idx = strip + NSTRIPS*gain;
//cout << "hist idx " << idx << endl;
if (idx < 0 || idx > TOTCHAN) {
cout << "Hist idx out of range: " << idx << endl;
}
else { // reasonable range of idx
hfit[idx]->SetBinContent(in->GetTime(), in->GetSignal());
}
} // LED Ref data only
} // Raw data read
// Next: let's actually plot the data..
for (Int_t strip = strip_f; strip <= strip_l; strip++) {
int idx = strip + NSTRIPS*gainv;
// which set/column does the strip belong in
int iset = strip / NSTRIPS_IN_SET;
int within_set = strip % NSTRIPS_IN_SET;
// on which pad should we plot it?
int pad_id = (NSTRIPS_IN_SET-1-within_set)*NSETS + iset + 1;
cout << "strip " << strip
<< ". set="<< iset << ", within_set=" << within_set
<< ", pad=" << pad_id << endl;
cc1->cd(pad_id);
hfit[idx]->SetTitle("");
hfit[idx]->SetFillColor(5);
hfit[idx]->SetMaximum(ymax);
hfit[idx]->SetMinimum(0);
// we may or may not decide to fit the data
if (dofit) {
f1[i]->SetParameter(0, 0); // initial guess; zero amplitude :=)
hfit[idx]->Fit(f1[i]);
}
hfit[idx]->Draw();
if( numbering ) {
t->SetTextColor(clr[gainv]);
t->DrawTextNDC(0.65,0.65,ch_label[idx]);
}
}
// add some extra text on the canvas
// print a box showing run #, evt #, and timestamp
cc1->cd();
// first draw transparent pad
TPad *trans = new TPad("trans","",0,0,1,1);
trans->SetFillStyle(4000);
trans->Draw();
trans->cd();
// then draw text
TPaveText *label = new TPaveText(.2,.11,.8,.14,"NDC");
// label->Clear();
label->SetBorderSize(1);
label->SetFillColor(0);
label->SetLineColor(clr[gainv]);
label->SetTextColor(clr[gainv]);
//label->SetFillStyle(0);
TDatime d;
d.Set(timestamp);
sprintf(name,"Run %d, Event %d, Hist Max %d, %s",runno,iev,ymax,d.AsString());
label->AddText(name);
label->Draw();
cc1->Update();
cout << "Done" << endl;
// some shenanigans to hold the plotting, if requested
if (firstevent != lastevent) {
if (delay == -1) {
// wait for character input before proceeding
cout << " enter y to proceed " << endl;
char dummy[2];
cin >> dummy;
cout << " read " << dummy << endl;
if (strcmp(dummy, "y")==0) {
cout << " ok, continuing with event " << iev+1 << endl;
}
else {
cout << " ok, exiting " << endl;
//exit(1);
}
}
else {
cout << "Sleeping for " << delay * 500 << endl;
gSystem->Sleep(delay * 500);
}
}
// save plot, if setup/requested to do so
char plotname[100];
if (saveplot==1) {
sprintf(plotname,"Run_%d_LEDRef_Ev%d_Gain%d_MaxHist%d.gif",
runno,iev,gainv,ymax);
cout <<"SAVING plot:"<< plotname << endl;
cc1->SaveAs(plotname);
}
} // event selection
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 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 vs_PlotQCDcomp() {
Bool_t saveC = false;
Bool_t diJets = true;
Bool_t isMC = false;
TString vsSave;
vsSave = "_T07w";
TString jSave;
if(diJets) jSave = "2j";
else jSave = "3j";
TString sample;
if(diJets) sample = "select_1ph_2jets";
else sample = "select_1ph_3jets";
TString FOtag;
if(isMC) FOtag = "_FO_CorrMC";
// else FOtag = "_FO_Corr";
else FOtag = "_FO";
TString sysu = "SYSTUP_";
TString sysd = "SYSTDOWN_";
TString outDir;
outDir = "Plots_PhotonSusyAnalysis/QCDweights/";
// string inputFile1 = "/data/user/vsola/CMSSW_Releases/CMSSW_5_3_9/src/Plots_PhotonSusyAnalysis/Merged_QCD_PhotonJet_T07w_PAT/mergedHistos.root";
// string inputFile1 = "/data/user/vsola/CMSSW_Releases/CMSSW_5_3_9/src/Plots_PhotonSusyAnalysis/Merged_Data_V05w_PAT/mergedHistos.root";
string inputFile1 = "/data/user/vsola/CMSSW_Releases/CMSSW_5_3_9/src/Plots_PhotonSusyAnalysis/PhotonHadReReco_22Jan2013_V05_PAT/mergedHistos.root";
setMyTDRStyle();
gROOT->SetStyle("mytdrStyle");
// gStyle->SetHistMinimumZero();
// gStyle->SetPaintTextFormat("4.2f");
gStyle->SetHistLineWidth(2);
gStyle->UseCurrentStyle();
// gStyle->SetPadTopMargin(1.0);
// gStyle->SetPadLeftMargin(3.2);
// gStyle->SetPadRightMargin(4.5);
// gStyle->SetPadBottomMargin(3.2);
gROOT->ForceStyle(1);
static const Int_t nHt = 7;
static const Int_t nPt = 13;
static const Int_t nMet = 16;
static const Int_t nJet = 15;
Double_t binPt[nPt+1] = {0.,75.,90.,120.,160.,210.,260.,320.,400.,500.,650.,800.,1000.,1500.};
Double_t binHt[nHt+1] = {0.,400.,450.,550.,700.,900.,1200.,1500.};
Double_t binMet[nMet+1] = {0.,10.,20.,30.,40.,50.,60.,70.,80.,90.,100.,120.,160.,200.,270.,350.,500.};
Double_t binJet[nJet+1] = {0.,1.,2.,3.,4.,5.,6.,7.,8.,9.,10.,11.,12.,13.,14.,15};
TLatex *as = new TLatex();
as->SetNDC(true);
as->SetTextColor(12);
as->SetTextFont(43);
as->SetTextSize(19);
TLegend *legend = new TLegend(0.60, 0.70, 0.75, 0.85, "");
legend->SetFillColor(10);
legend->SetFillStyle(1001);
legend->SetTextSize(0.04);
legend->SetBorderSize(0);
legend->SetShadowColor(0);
std::string outLumi = "CMS Work in Progress - QCD MC #sqrt{s} = 8 TeV - #geq 1 #gamma, #geq 2 j";
TFile* f1 = TFile::Open( inputFile1.c_str() );
//photon Pt
TCanvas * cPt = new TCanvas("cPt","cPt");
TH1F* hpt = (TH1F*) f1->Get( sample+"/PreselCut_photonPt" );
TH1F* hptFO = (TH1F*) f1->Get( sample+FOtag+"/PreselCut_photonPt" );
TH1F *hptR = (TH1F*) hpt->Rebin(nPt,hpt->GetTitle(),binPt);
if (hptR->GetSumw2N() == 0)
hptR->Sumw2();
TH1F *hptFOR = (TH1F*) hptFO->Rebin(nPt,hptFO->GetTitle(),binPt);
if (hptFOR->GetSumw2N() == 0)
hptFOR->Sumw2();
TH1F* hptSU = (TH1F*) f1->Get( sample+FOtag+"/PreselCut_"+sysu+"photonPt" );
TH1F* hptSD = (TH1F*) f1->Get( sample+FOtag+"/PreselCut_"+sysd+"photonPt" );
TH1F *hptSUR = (TH1F*) hptSU->Rebin(nPt,hptSU->GetTitle(),binPt);
if (hptSUR->GetSumw2N() == 0)
hptSUR->Sumw2();
TH1F *hptSDR = (TH1F*) hptSD->Rebin(nPt,hptSD->GetTitle(),binPt);
if (hptSDR->GetSumw2N() == 0)
hptSDR->Sumw2();
if ( hptFOR != 0 ) {
for (int b = 0; b < hptFOR->GetNbinsX(); b++) {
Double_t mainHistoContent = hptFOR->GetBinContent(b);
Double_t systUpHistoContent = hptSUR->GetBinContent(b);
Double_t systDnHistoContent = hptSDR->GetBinContent(b);
Double_t systDiffUp = fabs( (double) systUpHistoContent - mainHistoContent );
Double_t systDiffDn = fabs( (double) mainHistoContent - systDnHistoContent );
// use average error for histogram
Double_t systDiff = ( systDiffUp + systDiffDn ) / 2.;
Double_t statErr = hptFOR->GetBinError(b);
Double_t combError = sqrt( systDiff * systDiff + statErr * statErr );
hptFOR->SetBinError(b, combError);
} //for
}//if
cPt->SetLogy(1);
gPad->Update();
cPt->Update();
// hptR->Scale(1,"width");
// hptR->SetMinimum(0.02);
// hptR->SetMaximum(1000);
hptR->GetXaxis()->SetTitle("1^{st} photon p_{T} [GeV]");
hptR->GetYaxis()->SetTitle("Number of Events / GeV");
if(isMC) hptR->SetMarkerSize(0);
if(isMC) hptR->Draw("histE");
else hptR->Draw("E X0");
hptFOR->SetMarkerSize(0);
hptFOR->SetLineColor(2);
hptFOR->SetFillColor(2);
hptFOR->SetFillStyle(3004);
hptFOR->Draw("same hist ][ E2");
legend->Clear();
if(isMC) legend->SetHeader("#gamma/QCD (Sim)");
else legend->SetHeader("#gamma/QCD (Data)");
if(isMC) legend->AddEntry(hptR, "#gamma", "l");
else legend->AddEntry(hptR, "#gamma", "p");
legend->AddEntry(hptFOR, "Pred (from #gamma_{jet})", "f");
legend->Draw();
as->DrawLatex(0.17, 0.93, outLumi.c_str() );
cPt->Update();
cPt->SetBottomMargin(0.2 + 0.8 * cPt->GetBottomMargin() - 0.2 * cPt->GetTopMargin());
TPad *ratioPt = new TPad("BottomPad", "", 0, 0, 1, 1);
ratioPt->SetTopMargin(0.8 - 0.8 * ratioPt->GetBottomMargin() + 0.2 * ratioPt->GetTopMargin());
ratioPt->SetFillStyle(0);
ratioPt->SetFrameFillColor(10);
ratioPt->SetFrameBorderMode(0);
ratioPt->Draw();
ratioPt->cd();
ratioPt->SetLogy(0);
TH1F *hptRat = (TH1F*) divideHistosForRatio(hptR,hptFOR);
hptRat->SetMinimum(0.);
hptRat->SetMaximum(10.);
hptRat->GetXaxis()->SetNdivisions(505);
if(isMC) hptRat->GetYaxis()->SetTitle("Sim/Pred");
else hptRat->GetYaxis()->SetTitle("Data/Pred");
hptRat->GetYaxis()->SetTitleSize(0.04);
hptRat->GetYaxis()->SetLabelSize(0.03);
hptRat->GetYaxis()->SetTitleOffset(1.3);
hptRat->GetYaxis()->SetNdivisions(505);
hptRat->SetMarkerStyle(20);
hptRat->SetMarkerSize(1);
hptRat->SetMarkerColor(1);
hptRat->SetLineColor(1);
hptRat->Draw("E X0");
TH1F *hptFRat = (TH1F*) getSystErrForRatio(hptFOR);
hptFRat->SetLineColor(2);
hptFRat->SetFillColor(2);
hptFRat->SetFillStyle(3004);
hptFRat->Draw("same hist ][ E2");
TLine * line = new TLine( hptRat->GetXaxis()->GetXmin(), 1., hptRat->GetXaxis()->GetXmax(), 1. );
line->SetLineColor(1);
line->SetLineWidth(0.5);
line->SetLineStyle(1);
line->Draw("same");
hptR->GetXaxis()->SetLabelSize(0);
hptR->GetXaxis()->SetTitle("");
cPt->RedrawAxis();
gPad->Update();
cPt->Update();
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 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 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 zj_dphi_8TeV_log()
{
//=========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(-0.5429913,-2.062865,3.335518,1.327192);
upperPad->SetFillColor(0);
upperPad->SetFillStyle(4000);
upperPad->SetBorderMode(0);
upperPad->SetBorderSize(2);
upperPad->SetLogy();
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);
TH1F *z_dphi_toterr__37 = new TH1F("z_dphi_toterr__37","z_dphi",6,0,3.141593);
z_dphi_toterr__37->SetBinContent(1,0.261202);
z_dphi_toterr__37->SetBinContent(2,0.3162337);
z_dphi_toterr__37->SetBinContent(3,0.3852335);
z_dphi_toterr__37->SetBinContent(4,0.7150939);
z_dphi_toterr__37->SetBinContent(5,1.796506);
z_dphi_toterr__37->SetBinContent(6,7.258657);
z_dphi_toterr__37->SetBinContent(7,3.800624);
z_dphi_toterr__37->SetBinError(1,0.03375302);
z_dphi_toterr__37->SetBinError(2,0.03634611);
z_dphi_toterr__37->SetBinError(3,0.0427511);
z_dphi_toterr__37->SetBinError(4,0.05747346);
z_dphi_toterr__37->SetBinError(5,0.1278198);
z_dphi_toterr__37->SetBinError(6,0.3295685);
z_dphi_toterr__37->SetBinError(7,0.1725617);
z_dphi_toterr__37->SetEntries(14);
z_dphi_toterr__37->SetStats(0);
Int_t ci; // for color index setting
TColor *color; // for color definition with alpha
ci = TColor::GetColor("#ffff00");
z_dphi_toterr__37->SetFillColor(ci);
ci = TColor::GetColor("#ffff00");
z_dphi_toterr__37->SetLineColor(ci);
z_dphi_toterr__37->SetLineWidth(2);
ci = TColor::GetColor("#ffff00");
z_dphi_toterr__37->SetMarkerColor(ci);
z_dphi_toterr__37->SetMarkerStyle(0);
z_dphi_toterr__37->GetXaxis()->SetNdivisions(4);
z_dphi_toterr__37->GetXaxis()->SetLabelFont(132);
z_dphi_toterr__37->GetXaxis()->SetLabelOffset(999);
z_dphi_toterr__37->GetXaxis()->SetLabelSize(0);
z_dphi_toterr__37->GetXaxis()->SetTitleSize(0.06);
z_dphi_toterr__37->GetXaxis()->SetTitleFont(132);
z_dphi_toterr__37->GetYaxis()->SetTitle("d#sigma(#it{Zj})/d|#Delta#it{#phi} [pb/rad]");
z_dphi_toterr__37->GetYaxis()->SetLabelFont(132);
z_dphi_toterr__37->GetYaxis()->SetLabelSize(0.05);
z_dphi_toterr__37->GetYaxis()->SetTitleSize(0.06);
z_dphi_toterr__37->GetYaxis()->SetTitleOffset(1.3);
z_dphi_toterr__37->GetYaxis()->SetTitleFont(132);
z_dphi_toterr__37->GetZaxis()->SetLabelFont(132);
z_dphi_toterr__37->GetZaxis()->SetLabelSize(0.05);
z_dphi_toterr__37->GetZaxis()->SetTitleSize(0.06);
z_dphi_toterr__37->GetZaxis()->SetTitleFont(132);
z_dphi_toterr__37->Draw("e2");
TH1F *z_dphi_staterr__38 = new TH1F("z_dphi_staterr__38","z_dphi",6,0,3.141593);
z_dphi_staterr__38->SetBinContent(1,0.261202);
z_dphi_staterr__38->SetBinContent(2,0.3162337);
z_dphi_staterr__38->SetBinContent(3,0.3852335);
z_dphi_staterr__38->SetBinContent(4,0.7150939);
z_dphi_staterr__38->SetBinContent(5,1.796506);
z_dphi_staterr__38->SetBinContent(6,7.258657);
z_dphi_staterr__38->SetBinContent(7,3.800624);
z_dphi_staterr__38->SetBinError(1,0.01764622);
z_dphi_staterr__38->SetBinError(2,0.01951211);
z_dphi_staterr__38->SetBinError(3,0.02108379);
z_dphi_staterr__38->SetBinError(4,0.03021233);
z_dphi_staterr__38->SetBinError(5,0.04899558);
z_dphi_staterr__38->SetBinError(6,0.1002775);
z_dphi_staterr__38->SetBinError(7,0.05250516);
z_dphi_staterr__38->SetEntries(14);
z_dphi_staterr__38->SetStats(0);
ci = TColor::GetColor("#ff9933");
z_dphi_staterr__38->SetFillColor(ci);
ci = TColor::GetColor("#ff9933");
z_dphi_staterr__38->SetLineColor(ci);
z_dphi_staterr__38->SetLineWidth(2);
ci = TColor::GetColor("#ff9933");
z_dphi_staterr__38->SetMarkerColor(ci);
z_dphi_staterr__38->SetMarkerStyle(0);
z_dphi_staterr__38->GetXaxis()->SetNdivisions(4);
z_dphi_staterr__38->GetXaxis()->SetLabelFont(132);
z_dphi_staterr__38->GetXaxis()->SetLabelOffset(999);
z_dphi_staterr__38->GetXaxis()->SetLabelSize(0);
z_dphi_staterr__38->GetXaxis()->SetTitleSize(0.06);
z_dphi_staterr__38->GetXaxis()->SetTitleFont(132);
z_dphi_staterr__38->GetYaxis()->SetTitle("d#sigma(#it{Zj})/d|#Delta#it{#phi} [pb/rad]");
z_dphi_staterr__38->GetYaxis()->SetLabelFont(132);
z_dphi_staterr__38->GetYaxis()->SetLabelSize(0.05);
z_dphi_staterr__38->GetYaxis()->SetTitleSize(0.06);
z_dphi_staterr__38->GetYaxis()->SetTitleFont(132);
z_dphi_staterr__38->GetZaxis()->SetLabelFont(132);
z_dphi_staterr__38->GetZaxis()->SetLabelSize(0.05);
z_dphi_staterr__38->GetZaxis()->SetTitleSize(0.06);
z_dphi_staterr__38->GetZaxis()->SetTitleFont(132);
z_dphi_staterr__38->Draw("e2same");
Double_t dphi_toterrs_fx3043[6] = {
0.3403392,
0.863938,
1.387537,
1.911136,
2.434734,
2.958333};
Double_t dphi_toterrs_fy3043[6] = {
0.1926519,
0.2207154,
0.3546338,
0.6864677,
2.01515,
7.779723};
Double_t dphi_toterrs_felx3043[6] = {
0,
0,
0,
0,
0,
0};
Double_t dphi_toterrs_fely3043[6] = {
0.03415733,
0.03577312,
0.05682396,
0.09598937,
0.1897309,
0.5023379};
Double_t dphi_toterrs_fehx3043[6] = {
0,
0,
0,
0,
0,
0};
Double_t dphi_toterrs_fehy3043[6] = {
0.04673612,
0.05211068,
0.07287587,
0.1207667,
0.143423,
0.3949306};
TGraphAsymmErrors *grae = new TGraphAsymmErrors(6,dphi_toterrs_fx3043,dphi_toterrs_fy3043,dphi_toterrs_felx3043,dphi_toterrs_fehx3043,dphi_toterrs_fely3043,dphi_toterrs_fehy3043);
grae->SetName("dphi_toterrs");
grae->SetTitle("");
grae->SetFillColor(1);
grae->SetLineWidth(2);
grae->SetMarkerStyle(24);
TH1F *Graph_dphi_toterrs3043 = new TH1F("Graph_dphi_toterrs3043","",100,0.07853982,3.220132);
Graph_dphi_toterrs3043->SetMinimum(0.1426451);
Graph_dphi_toterrs3043->SetMaximum(8.976269);
Graph_dphi_toterrs3043->SetDirectory(0);
Graph_dphi_toterrs3043->SetStats(0);
Graph_dphi_toterrs3043->SetLineWidth(2);
Graph_dphi_toterrs3043->SetMarkerStyle(0);
Graph_dphi_toterrs3043->GetXaxis()->SetNdivisions(4);
Graph_dphi_toterrs3043->GetXaxis()->SetLabelFont(132);
Graph_dphi_toterrs3043->GetXaxis()->SetLabelOffset(999);
Graph_dphi_toterrs3043->GetXaxis()->SetLabelSize(0);
Graph_dphi_toterrs3043->GetXaxis()->SetTitleSize(0.06);
Graph_dphi_toterrs3043->GetXaxis()->SetTitleFont(132);
Graph_dphi_toterrs3043->GetYaxis()->SetTitle("d#sigma(#it{Zj})/d|#Delta#it{#phi} [pb/rad]");
Graph_dphi_toterrs3043->GetYaxis()->SetLabelFont(132);
Graph_dphi_toterrs3043->GetYaxis()->SetLabelSize(0.05);
Graph_dphi_toterrs3043->GetYaxis()->SetTitleSize(0.06);
Graph_dphi_toterrs3043->GetYaxis()->SetTitleFont(132);
Graph_dphi_toterrs3043->GetZaxis()->SetLabelFont(132);
Graph_dphi_toterrs3043->GetZaxis()->SetLabelSize(0.05);
Graph_dphi_toterrs3043->GetZaxis()->SetTitleSize(0.06);
Graph_dphi_toterrs3043->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_dphi_toterrs3043);
grae->Draw("p1p");
Double_t _fx3044[6] = {
0.3403392,
0.863938,
1.387537,
1.911136,
2.434734,
2.958333};
Double_t _fy3044[6] = {
0.1926519,
0.2207154,
0.3546338,
0.6864677,
2.01515,
7.779723};
Double_t _felx3044[6] = {
0,
0,
0,
0,
0,
0};
Double_t _fely3044[6] = {
0.02873042,
0.03223617,
0.04948444,
0.07740101,
0.1117696,
0.3251484};
Double_t _fehx3044[6] = {
0,
0,
0,
0,
0,
0};
Double_t _fehy3044[6] = {
0.03948655,
0.04420709,
0.06698785,
0.1028379,
0.1104173,
0.2636435};
grae = new TGraphAsymmErrors(6,_fx3044,_fy3044,_felx3044,_fehx3044,_fely3044,_fehy3044);
grae->SetName("");
grae->SetTitle("");
grae->SetFillColor(1);
grae->SetLineWidth(2);
grae->SetMarkerStyle(24);
TH1F *Graph_Graph3044 = new TH1F("Graph_Graph3044","",100,0.07853982,3.220132);
Graph_Graph3044->SetMinimum(0.1475293);
Graph_Graph3044->SetMaximum(8.831311);
Graph_Graph3044->SetDirectory(0);
Graph_Graph3044->SetStats(0);
Graph_Graph3044->SetLineWidth(2);
Graph_Graph3044->SetMarkerStyle(0);
Graph_Graph3044->GetXaxis()->SetNdivisions(4);
Graph_Graph3044->GetXaxis()->SetLabelFont(132);
Graph_Graph3044->GetXaxis()->SetLabelOffset(999);
Graph_Graph3044->GetXaxis()->SetLabelSize(0);
Graph_Graph3044->GetXaxis()->SetTitleSize(0.06);
Graph_Graph3044->GetXaxis()->SetTitleFont(132);
Graph_Graph3044->GetYaxis()->SetTitle("d#sigma(#it{Zj})/d|#Delta#it{#phi} [pb/rad]");
Graph_Graph3044->GetYaxis()->SetLabelFont(132);
Graph_Graph3044->GetYaxis()->SetLabelSize(0.05);
Graph_Graph3044->GetYaxis()->SetTitleSize(0.06);
Graph_Graph3044->GetYaxis()->SetTitleFont(132);
Graph_Graph3044->GetZaxis()->SetLabelFont(132);
Graph_Graph3044->GetZaxis()->SetLabelSize(0.05);
Graph_Graph3044->GetZaxis()->SetTitleSize(0.06);
Graph_Graph3044->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_Graph3044);
grae->Draw("p1p");
Double_t dphi_toterrs_fx3045[6] = {
0.1832596,
0.7068583,
1.230457,
1.754056,
2.277655,
2.801253};
Double_t dphi_toterrs_fy3045[6] = {
0.3071206,
0.3788296,
0.5235754,
0.9026085,
2.09773,
8.042891};
Double_t dphi_toterrs_felx3045[6] = {
0,
0,
0,
0,
0,
0};
Double_t dphi_toterrs_fely3045[6] = {
0.03223837,
0.05049376,
0.0513308,
0.07859791,
0.1671821,
0.6048482};
Double_t dphi_toterrs_fehx3045[6] = {
0,
0,
0,
0,
0,
0};
Double_t dphi_toterrs_fehy3045[6] = {
0.05069997,
0.04670219,
0.05741781,
0.0972528,
0.2140117,
0.6377428};
grae = new TGraphAsymmErrors(6,dphi_toterrs_fx3045,dphi_toterrs_fy3045,dphi_toterrs_felx3045,dphi_toterrs_fehx3045,dphi_toterrs_fely3045,dphi_toterrs_fehy3045);
grae->SetName("dphi_toterrs");
grae->SetTitle("");
grae->SetFillColor(1);
grae->SetLineWidth(2);
grae->SetMarkerStyle(20);
TH1F *Graph_dphi_toterrs3045 = new TH1F("Graph_dphi_toterrs3045","",100,0,3.063053);
Graph_dphi_toterrs3045->SetMinimum(0.247394);
Graph_dphi_toterrs3045->SetMaximum(9.521209);
Graph_dphi_toterrs3045->SetDirectory(0);
Graph_dphi_toterrs3045->SetStats(0);
Graph_dphi_toterrs3045->SetLineWidth(2);
Graph_dphi_toterrs3045->SetMarkerStyle(0);
Graph_dphi_toterrs3045->GetXaxis()->SetNdivisions(4);
Graph_dphi_toterrs3045->GetXaxis()->SetLabelFont(132);
Graph_dphi_toterrs3045->GetXaxis()->SetLabelOffset(999);
Graph_dphi_toterrs3045->GetXaxis()->SetLabelSize(0);
Graph_dphi_toterrs3045->GetXaxis()->SetTitleSize(0.06);
Graph_dphi_toterrs3045->GetXaxis()->SetTitleFont(132);
Graph_dphi_toterrs3045->GetYaxis()->SetTitle("d#sigma(#it{Zj})/d|#Delta#it{#phi} [pb/rad]");
Graph_dphi_toterrs3045->GetYaxis()->SetLabelFont(132);
Graph_dphi_toterrs3045->GetYaxis()->SetLabelSize(0.05);
Graph_dphi_toterrs3045->GetYaxis()->SetTitleSize(0.06);
Graph_dphi_toterrs3045->GetYaxis()->SetTitleFont(132);
Graph_dphi_toterrs3045->GetZaxis()->SetLabelFont(132);
Graph_dphi_toterrs3045->GetZaxis()->SetLabelSize(0.05);
Graph_dphi_toterrs3045->GetZaxis()->SetTitleSize(0.06);
Graph_dphi_toterrs3045->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_dphi_toterrs3045);
grae->Draw("p1p");
Double_t _fx3046[6] = {
0.1832596,
0.7068583,
1.230457,
1.754056,
2.277655,
2.801253};
Double_t _fy3046[6] = {
0.3071206,
0.3788296,
0.5235754,
0.9026085,
2.09773,
8.042891};
Double_t _felx3046[6] = {
0,
0,
0,
0,
0,
0};
Double_t _fely3046[6] = {
0.02710968,
0.03295216,
0.04124188,
0.06402796,
0.1338949,
0.4694553};
Double_t _fehx3046[6] = {
0,
0,
0,
0,
0,
0};
Double_t _fehy3046[6] = {
0.03469016,
0.04020747,
0.048986,
0.07362466,
0.1488417,
0.5027875};
grae = new TGraphAsymmErrors(6,_fx3046,_fy3046,_felx3046,_fehx3046,_fely3046,_fehy3046);
grae->SetName("");
grae->SetTitle("");
grae->SetFillColor(1);
grae->SetLineWidth(2);
grae->SetMarkerStyle(20);
TH1F *Graph_Graph3046 = new TH1F("Graph_Graph3046","",100,0,3.063053);
Graph_Graph3046->SetMinimum(0.2520099);
Graph_Graph3046->SetMaximum(9.372245);
Graph_Graph3046->SetDirectory(0);
Graph_Graph3046->SetStats(0);
Graph_Graph3046->SetLineWidth(2);
Graph_Graph3046->SetMarkerStyle(0);
Graph_Graph3046->GetXaxis()->SetNdivisions(4);
Graph_Graph3046->GetXaxis()->SetLabelFont(132);
Graph_Graph3046->GetXaxis()->SetLabelOffset(999);
Graph_Graph3046->GetXaxis()->SetLabelSize(0);
Graph_Graph3046->GetXaxis()->SetTitleSize(0.06);
Graph_Graph3046->GetXaxis()->SetTitleFont(132);
Graph_Graph3046->GetYaxis()->SetTitle("d#sigma(#it{Zj})/d|#Delta#it{#phi} [pb/rad]");
Graph_Graph3046->GetYaxis()->SetLabelFont(132);
Graph_Graph3046->GetYaxis()->SetLabelSize(0.05);
Graph_Graph3046->GetYaxis()->SetTitleSize(0.06);
Graph_Graph3046->GetYaxis()->SetTitleFont(132);
Graph_Graph3046->GetZaxis()->SetLabelFont(132);
Graph_Graph3046->GetZaxis()->SetLabelSize(0.05);
Graph_Graph3046->GetZaxis()->SetTitleSize(0.06);
Graph_Graph3046->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_Graph3046);
grae->Draw("p1p");
TLegend *leg = new TLegend(0.2,0.57,0.5,0.82,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(0.2,0.8,0.55,0.95,"brNDC");
pt->SetBorderSize(0);
pt->SetFillStyle(0);
pt->SetLineWidth(2);
pt->SetTextFont(132);
TText *AText = pt->AddText("LHCb, #sqrt{s} = 8 TeV");
pt->Draw();
TH1F *z_dphi_toterr_copy__39 = new TH1F("z_dphi_toterr_copy__39","z_dphi",6,0,3.141593);
z_dphi_toterr_copy__39->SetBinContent(1,0.261202);
z_dphi_toterr_copy__39->SetBinContent(2,0.3162337);
z_dphi_toterr_copy__39->SetBinContent(3,0.3852335);
z_dphi_toterr_copy__39->SetBinContent(4,0.7150939);
z_dphi_toterr_copy__39->SetBinContent(5,1.796506);
z_dphi_toterr_copy__39->SetBinContent(6,7.258657);
z_dphi_toterr_copy__39->SetBinContent(7,3.800624);
z_dphi_toterr_copy__39->SetBinError(1,0.03375302);
z_dphi_toterr_copy__39->SetBinError(2,0.03634611);
z_dphi_toterr_copy__39->SetBinError(3,0.0427511);
z_dphi_toterr_copy__39->SetBinError(4,0.05747346);
z_dphi_toterr_copy__39->SetBinError(5,0.1278198);
z_dphi_toterr_copy__39->SetBinError(6,0.3295685);
z_dphi_toterr_copy__39->SetBinError(7,0.1725617);
z_dphi_toterr_copy__39->SetEntries(14);
z_dphi_toterr_copy__39->SetDirectory(0);
z_dphi_toterr_copy__39->SetStats(0);
ci = TColor::GetColor("#ffff00");
z_dphi_toterr_copy__39->SetFillColor(ci);
ci = TColor::GetColor("#ffff00");
z_dphi_toterr_copy__39->SetLineColor(ci);
z_dphi_toterr_copy__39->SetLineWidth(2);
ci = TColor::GetColor("#ffff00");
z_dphi_toterr_copy__39->SetMarkerColor(ci);
z_dphi_toterr_copy__39->SetMarkerStyle(0);
z_dphi_toterr_copy__39->GetXaxis()->SetNdivisions(4);
z_dphi_toterr_copy__39->GetXaxis()->SetLabelFont(132);
z_dphi_toterr_copy__39->GetXaxis()->SetLabelOffset(999);
z_dphi_toterr_copy__39->GetXaxis()->SetLabelSize(0);
z_dphi_toterr_copy__39->GetXaxis()->SetTitleSize(0.06);
z_dphi_toterr_copy__39->GetXaxis()->SetTitleFont(132);
z_dphi_toterr_copy__39->GetYaxis()->SetTitle("d#sigma(#it{Zj})/d|#Delta#it{#phi} [pb/rad]");
z_dphi_toterr_copy__39->GetYaxis()->SetLabelFont(132);
z_dphi_toterr_copy__39->GetYaxis()->SetLabelSize(0.05);
z_dphi_toterr_copy__39->GetYaxis()->SetTitleSize(0.06);
z_dphi_toterr_copy__39->GetYaxis()->SetTitleOffset(1.3);
z_dphi_toterr_copy__39->GetYaxis()->SetTitleFont(132);
z_dphi_toterr_copy__39->GetZaxis()->SetLabelFont(132);
z_dphi_toterr_copy__39->GetZaxis()->SetLabelSize(0.05);
z_dphi_toterr_copy__39->GetZaxis()->SetTitleSize(0.06);
z_dphi_toterr_copy__39->GetZaxis()->SetTitleFont(132);
z_dphi_toterr_copy__39->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(-0.5429913,-0.4371795,3.335518,5.614103);
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);
TH1F *zj_dphi_8TeV_log_400_1001_0ratiocomp0__40 = new TH1F("zj_dphi_8TeV_log_400_1001_0ratiocomp0__40","z_dphi",6,0,3.141593);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetBinContent(1,1);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetBinContent(2,1);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetBinContent(3,1);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetBinContent(4,1);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetBinContent(5,1);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetBinContent(6,1);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetBinContent(7,3.800624);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetBinError(1,0.1292219);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetBinError(2,0.1149343);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetBinError(3,0.1109745);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetBinError(4,0.08037191);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetBinError(5,0.07114914);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetBinError(6,0.04540351);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetBinError(7,0.1725617);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetMinimum(0.41);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetMaximum(1.59);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetEntries(20);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetStats(0);
ci = TColor::GetColor("#ffff00");
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetFillColor(ci);
ci = TColor::GetColor("#ffff00");
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetLineColor(ci);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetLineWidth(2);
ci = TColor::GetColor("#ffff00");
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetMarkerColor(ci);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->SetMarkerStyle(0);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->GetXaxis()->SetTitle("|#Delta#it{#phi}| [rad]");
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->GetXaxis()->SetNdivisions(4);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->GetXaxis()->SetLabelFont(132);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->GetXaxis()->SetLabelOffset(0.02);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->GetXaxis()->SetLabelSize(0.05);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->GetXaxis()->SetTitleSize(0.06);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->GetXaxis()->SetTitleFont(132);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->GetYaxis()->SetTitle("Ratio");
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->GetYaxis()->CenterTitle(true);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->GetYaxis()->SetNdivisions(505);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->GetYaxis()->SetLabelFont(132);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->GetYaxis()->SetLabelSize(0.05);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->GetYaxis()->SetTitleSize(0.06);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->GetYaxis()->SetTickLength(0.12325);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->GetYaxis()->SetTitleOffset(1.3);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->GetYaxis()->SetTitleFont(132);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->GetZaxis()->SetLabelFont(132);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->GetZaxis()->SetLabelSize(0.05);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->GetZaxis()->SetTitleSize(0.06);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->GetZaxis()->SetTitleFont(132);
zj_dphi_8TeV_log_400_1001_0ratiocomp0__40->Draw("e2");
TH1F *zj_dphi_8TeV_log_400_1001_0ratiocomp1__41 = new TH1F("zj_dphi_8TeV_log_400_1001_0ratiocomp1__41","z_dphi",6,0,3.141593);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetBinContent(1,1);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetBinContent(2,1);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetBinContent(3,1);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetBinContent(4,1);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetBinContent(5,1);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetBinContent(6,1);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetBinContent(7,3.800624);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetBinError(1,0.06755777);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetBinError(2,0.06170157);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetBinError(3,0.0547299);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetBinError(4,0.04224946);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetBinError(5,0.02727271);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetBinError(6,0.01381488);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetBinError(7,0.05250516);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetMinimum(0.41);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetMaximum(1.59);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetEntries(20);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetStats(0);
ci = TColor::GetColor("#ff9933");
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetFillColor(ci);
ci = TColor::GetColor("#ff9933");
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetLineColor(ci);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetLineWidth(2);
ci = TColor::GetColor("#ff9933");
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetMarkerColor(ci);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->SetMarkerStyle(0);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->GetXaxis()->SetTitle("|#Delta#it{#phi}| [rad]");
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->GetXaxis()->SetNdivisions(4);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->GetXaxis()->SetLabelFont(132);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->GetXaxis()->SetLabelOffset(0.02);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->GetXaxis()->SetLabelSize(0.05);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->GetXaxis()->SetTitleSize(0.06);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->GetXaxis()->SetTitleFont(132);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->GetYaxis()->SetTitle("Ratio");
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->GetYaxis()->CenterTitle(true);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->GetYaxis()->SetNdivisions(505);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->GetYaxis()->SetLabelFont(132);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->GetYaxis()->SetLabelSize(0.05);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->GetYaxis()->SetTitleSize(0.06);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->GetYaxis()->SetTickLength(0.12325);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->GetYaxis()->SetTitleFont(132);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->GetZaxis()->SetLabelFont(132);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->GetZaxis()->SetLabelSize(0.05);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->GetZaxis()->SetTitleSize(0.06);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->GetZaxis()->SetTitleFont(132);
zj_dphi_8TeV_log_400_1001_0ratiocomp1__41->Draw("e2same");
Double_t zj_dphi_8TeV_log_400_1001_0ratiocomp2_fx3047[6] = {
0.3403392,
0.863938,
1.387537,
1.911136,
2.434734,
2.958333};
Double_t zj_dphi_8TeV_log_400_1001_0ratiocomp2_fy3047[6] = {
0.7375589,
0.6979502,
0.9205685,
0.9599686,
1.121705,
1.071786};
Double_t zj_dphi_8TeV_log_400_1001_0ratiocomp2_felx3047[6] = {
0,
0,
0,
0,
0,
0};
Double_t zj_dphi_8TeV_log_400_1001_0ratiocomp2_fely3047[6] = {
0.1307698,
0.1131224,
0.1475052,
0.1342332,
0.1056111,
0.06920535};
Double_t zj_dphi_8TeV_log_400_1001_0ratiocomp2_fehx3047[6] = {
0,
0,
0,
0,
0,
0};
Double_t zj_dphi_8TeV_log_400_1001_0ratiocomp2_fehy3047[6] = {
0.1789271,
0.1647854,
0.1891732,
0.1688822,
0.07983441,
0.05440822};
grae = new TGraphAsymmErrors(6,zj_dphi_8TeV_log_400_1001_0ratiocomp2_fx3047,zj_dphi_8TeV_log_400_1001_0ratiocomp2_fy3047,zj_dphi_8TeV_log_400_1001_0ratiocomp2_felx3047,zj_dphi_8TeV_log_400_1001_0ratiocomp2_fehx3047,zj_dphi_8TeV_log_400_1001_0ratiocomp2_fely3047,zj_dphi_8TeV_log_400_1001_0ratiocomp2_fehy3047);
grae->SetName("zj_dphi_8TeV_log_400_1001_0ratiocomp2");
grae->SetTitle("");
grae->SetFillColor(1);
grae->SetLineWidth(2);
grae->SetMarkerStyle(24);
TH1F *Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047 = new TH1F("Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047","",100,0.07853982,3.220132);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->SetMinimum(0.41);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->SetMaximum(1.59);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->SetDirectory(0);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->SetStats(0);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->SetLineWidth(2);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->SetMarkerStyle(0);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->GetXaxis()->SetTitle("|#Delta#it{#phi}| [rad]");
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->GetXaxis()->SetNdivisions(4);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->GetXaxis()->SetLabelFont(132);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->GetXaxis()->SetLabelOffset(0.02);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->GetXaxis()->SetLabelSize(0.05);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->GetXaxis()->SetTitleSize(0.06);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->GetXaxis()->SetTitleFont(132);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->GetYaxis()->SetTitle("Ratio");
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->GetYaxis()->CenterTitle(true);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->GetYaxis()->SetNdivisions(505);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->GetYaxis()->SetLabelFont(132);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->GetYaxis()->SetLabelSize(0.05);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->GetYaxis()->SetTitleSize(0.06);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->GetYaxis()->SetTitleFont(132);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->GetZaxis()->SetLabelFont(132);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->GetZaxis()->SetLabelSize(0.05);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->GetZaxis()->SetTitleSize(0.06);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp23047);
grae->Draw("p1");
Double_t zj_dphi_8TeV_log_400_1001_0ratiocomp3_fx3048[6] = {
0.3403392,
0.863938,
1.387537,
1.911136,
2.434734,
2.958333};
Double_t zj_dphi_8TeV_log_400_1001_0ratiocomp3_fy3048[6] = {
0.7375589,
0.6979502,
0.9205685,
0.9599686,
1.121705,
1.071786};
Double_t zj_dphi_8TeV_log_400_1001_0ratiocomp3_felx3048[6] = {
0,
0,
0,
0,
0,
0};
Double_t zj_dphi_8TeV_log_400_1001_0ratiocomp3_fely3048[6] = {
0.1099931,
0.1019378,
0.1284531,
0.1082389,
0.06221498,
0.04479457};
Double_t zj_dphi_8TeV_log_400_1001_0ratiocomp3_fehx3048[6] = {
0,
0,
0,
0,
0,
0};
Double_t zj_dphi_8TeV_log_400_1001_0ratiocomp3_fehy3048[6] = {
0.1511724,
0.1397925,
0.1738889,
0.1438103,
0.06146226,
0.03632125};
grae = new TGraphAsymmErrors(6,zj_dphi_8TeV_log_400_1001_0ratiocomp3_fx3048,zj_dphi_8TeV_log_400_1001_0ratiocomp3_fy3048,zj_dphi_8TeV_log_400_1001_0ratiocomp3_felx3048,zj_dphi_8TeV_log_400_1001_0ratiocomp3_fehx3048,zj_dphi_8TeV_log_400_1001_0ratiocomp3_fely3048,zj_dphi_8TeV_log_400_1001_0ratiocomp3_fehy3048);
grae->SetName("zj_dphi_8TeV_log_400_1001_0ratiocomp3");
grae->SetTitle("");
grae->SetFillColor(1);
grae->SetLineWidth(2);
grae->SetMarkerStyle(24);
TH1F *Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048 = new TH1F("Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048","",100,0.07853982,3.220132);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->SetMinimum(0.41);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->SetMaximum(1.59);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->SetDirectory(0);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->SetStats(0);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->SetLineWidth(2);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->SetMarkerStyle(0);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->GetXaxis()->SetTitle("|#Delta#it{#phi}| [rad]");
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->GetXaxis()->SetNdivisions(4);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->GetXaxis()->SetLabelFont(132);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->GetXaxis()->SetLabelOffset(0.02);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->GetXaxis()->SetLabelSize(0.05);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->GetXaxis()->SetTitleSize(0.06);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->GetXaxis()->SetTitleFont(132);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->GetYaxis()->SetTitle("Ratio");
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->GetYaxis()->CenterTitle(true);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->GetYaxis()->SetNdivisions(505);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->GetYaxis()->SetLabelFont(132);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->GetYaxis()->SetLabelSize(0.05);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->GetYaxis()->SetTitleSize(0.06);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->GetYaxis()->SetTitleFont(132);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->GetZaxis()->SetLabelFont(132);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->GetZaxis()->SetLabelSize(0.05);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->GetZaxis()->SetTitleSize(0.06);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp33048);
grae->Draw("p1");
Double_t zj_dphi_8TeV_log_400_1001_0ratiocomp4_fx3049[6] = {
0.1832596,
0.7068583,
1.230457,
1.754056,
2.277655,
2.801253};
Double_t zj_dphi_8TeV_log_400_1001_0ratiocomp4_fy3049[6] = {
1.175797,
1.197942,
1.359112,
1.262224,
1.167673,
1.108041};
Double_t zj_dphi_8TeV_log_400_1001_0ratiocomp4_felx3049[6] = {
0,
0,
0,
0,
0,
0};
Double_t zj_dphi_8TeV_log_400_1001_0ratiocomp4_fely3049[6] = {
0.1234231,
0.1596723,
0.1332459,
0.1099127,
0.09305962,
0.08332785};
Double_t zj_dphi_8TeV_log_400_1001_0ratiocomp4_fehx3049[6] = {
0,
0,
0,
0,
0,
0};
Double_t zj_dphi_8TeV_log_400_1001_0ratiocomp4_fehy3049[6] = {
0.1941025,
0.1476825,
0.1490468,
0.136,
0.1191266,
0.08785962};
grae = new TGraphAsymmErrors(6,zj_dphi_8TeV_log_400_1001_0ratiocomp4_fx3049,zj_dphi_8TeV_log_400_1001_0ratiocomp4_fy3049,zj_dphi_8TeV_log_400_1001_0ratiocomp4_felx3049,zj_dphi_8TeV_log_400_1001_0ratiocomp4_fehx3049,zj_dphi_8TeV_log_400_1001_0ratiocomp4_fely3049,zj_dphi_8TeV_log_400_1001_0ratiocomp4_fehy3049);
grae->SetName("zj_dphi_8TeV_log_400_1001_0ratiocomp4");
grae->SetTitle("");
grae->SetFillColor(1);
grae->SetLineWidth(2);
grae->SetMarkerStyle(20);
TH1F *Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049 = new TH1F("Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049","",100,0,3.063053);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->SetMinimum(0.41);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->SetMaximum(1.59);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->SetDirectory(0);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->SetStats(0);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->SetLineWidth(2);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->SetMarkerStyle(0);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->GetXaxis()->SetTitle("|#Delta#it{#phi}| [rad]");
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->GetXaxis()->SetNdivisions(4);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->GetXaxis()->SetLabelFont(132);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->GetXaxis()->SetLabelOffset(0.02);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->GetXaxis()->SetLabelSize(0.05);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->GetXaxis()->SetTitleSize(0.06);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->GetXaxis()->SetTitleFont(132);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->GetYaxis()->SetTitle("Ratio");
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->GetYaxis()->CenterTitle(true);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->GetYaxis()->SetNdivisions(505);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->GetYaxis()->SetLabelFont(132);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->GetYaxis()->SetLabelSize(0.05);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->GetYaxis()->SetTitleSize(0.06);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->GetYaxis()->SetTitleFont(132);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->GetZaxis()->SetLabelFont(132);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->GetZaxis()->SetLabelSize(0.05);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->GetZaxis()->SetTitleSize(0.06);
Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_zj_dphi_8TeV_log_400_1001_0ratiocomp43049);
grae->Draw("p1");
TH1F *zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42 = new TH1F("zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42","z_dphi",6,0,3.141593);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetBinContent(1,1);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetBinContent(2,1);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetBinContent(3,1);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetBinContent(4,1);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetBinContent(5,1);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetBinContent(6,1);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetBinContent(7,3.800624);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetBinError(1,0.1292219);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetBinError(2,0.1149343);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetBinError(3,0.1109745);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetBinError(4,0.08037191);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetBinError(5,0.07114914);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetBinError(6,0.04540351);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetBinError(7,0.1725617);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetMinimum(0.41);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetMaximum(1.59);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetEntries(20);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetDirectory(0);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetStats(0);
ci = TColor::GetColor("#ffff00");
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetFillColor(ci);
ci = TColor::GetColor("#ffff00");
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetLineColor(ci);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetLineWidth(2);
ci = TColor::GetColor("#ffff00");
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetMarkerColor(ci);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->SetMarkerStyle(0);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->GetXaxis()->SetTitle("|#Delta#it{#phi}| [rad]");
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->GetXaxis()->SetNdivisions(4);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->GetXaxis()->SetLabelFont(132);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->GetXaxis()->SetLabelOffset(0.02);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->GetXaxis()->SetLabelSize(0.05);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->GetXaxis()->SetTitleSize(0.06);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->GetXaxis()->SetTitleFont(132);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->GetYaxis()->SetTitle("Ratio");
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->GetYaxis()->CenterTitle(true);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->GetYaxis()->SetNdivisions(505);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->GetYaxis()->SetLabelFont(132);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->GetYaxis()->SetLabelSize(0.05);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->GetYaxis()->SetTitleSize(0.06);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->GetYaxis()->SetTickLength(0.12325);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->GetYaxis()->SetTitleOffset(1.3);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->GetYaxis()->SetTitleFont(132);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->GetZaxis()->SetLabelFont(132);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->GetZaxis()->SetLabelSize(0.05);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->GetZaxis()->SetTitleSize(0.06);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->GetZaxis()->SetTitleFont(132);
zj_dphi_8TeV_log_400_1001_0ratiocomp0_copy__42->Draw("sameaxis");
lowerPad->Modified();
default_Canvas->cd();
default_Canvas->Modified();
default_Canvas->cd();
default_Canvas->SetSelected(default_Canvas);
}