void CompareWithRazor(const double mass_stop, const double mass_lsp, const std::string sr, const std::string& suffix = "png")
{
// get observed limits
const std::string limit_path = "test";
const unsigned int num_obs = 7;
stop::Yield::value_t ul_obs[num_obs] =
{
ExtractObsUpperLimitCombine(Form("%s/higgsCombine_t2tt_%1.0f_%1.0f_%s.Asymptotic.mH120.1234.root" , limit_path.c_str() , mass_stop , mass_lsp, sr.c_str())),
//ExtractObsUpperLimitCombine(Form("%s/higgsCombine_razor_combine_Had_T2tt_MG_%1.0f.000000_MCHI_%1.0f.000000.Asymptotic.mH120.1234.root" , limit_path.c_str() , mass_stop , mass_lsp )),
ExtractObsUpperLimitCombine(Form("%s/higgsCombine_combined_t2tt_%1.0f_%1.0f_%s_junk2.Asymptotic.mH120.1234.root" , limit_path.c_str() , mass_stop , mass_lsp, sr.c_str())),
ExtractObsUpperLimitCombine(Form("%s/higgsCombine_combined_t2tt_%1.0f_%1.0f_%s.Asymptotic.mH120.1234.root" , limit_path.c_str() , mass_stop , mass_lsp, sr.c_str())),
ExtractObsUpperLimitCombine(Form("%s/higgsCombine_combined_t2tt_%1.0f_%1.0f_%s_jescorr.Asymptotic.mH120.1234.root" , limit_path.c_str() , mass_stop , mass_lsp, sr.c_str())),
ExtractObsUpperLimitCombine(Form("%s/higgsCombine_combined_t2tt_%1.0f_%1.0f_%s_btagcorr.Asymptotic.mH120.1234.root" , limit_path.c_str() , mass_stop , mass_lsp, sr.c_str())),
ExtractObsUpperLimitCombine(Form("%s/higgsCombine_combined_t2tt_%1.0f_%1.0f_%s_isrcorr.Asymptotic.mH120.1234.root" , limit_path.c_str() , mass_stop , mass_lsp, sr.c_str())),
ExtractObsUpperLimitCombine(Form("%s/higgsCombine_combined_t2tt_%1.0f_%1.0f_%s_lepacorr.Asymptotic.mH120.1234.root" , limit_path.c_str() , mass_stop , mass_lsp, sr.c_str()))
};
// get exp limits
stop::Yield::value_t ul_exp[num_obs] =
{
ExtractExpUpperLimitCombine(Form("%s/higgsCombine_t2tt_%1.0f_%1.0f_%s.Asymptotic.mH120.1234.root" , limit_path.c_str() , mass_stop , mass_lsp, sr.c_str())),
//ExtractExpUpperLimitCombine(Form("%s/higgsCombine_razor_combine_Had_T2tt_MG_%1.0f.000000_MCHI_%1.0f.000000.Asymptotic.mH120.1234.root" , limit_path.c_str() , mass_stop , mass_lsp )),
ExtractExpUpperLimitCombine(Form("%s/higgsCombine_combined_t2tt_%1.0f_%1.0f_%s_junk2.Asymptotic.mH120.1234.root" , limit_path.c_str() , mass_stop , mass_lsp, sr.c_str())),
ExtractExpUpperLimitCombine(Form("%s/higgsCombine_combined_t2tt_%1.0f_%1.0f_%s.Asymptotic.mH120.1234.root" , limit_path.c_str() , mass_stop , mass_lsp, sr.c_str())),
ExtractExpUpperLimitCombine(Form("%s/higgsCombine_combined_t2tt_%1.0f_%1.0f_%s_jescorr.Asymptotic.mH120.1234.root" , limit_path.c_str() , mass_stop , mass_lsp, sr.c_str())),
ExtractExpUpperLimitCombine(Form("%s/higgsCombine_combined_t2tt_%1.0f_%1.0f_%s_btagcorr.Asymptotic.mH120.1234.root" , limit_path.c_str() , mass_stop , mass_lsp, sr.c_str())),
ExtractExpUpperLimitCombine(Form("%s/higgsCombine_combined_t2tt_%1.0f_%1.0f_%s_isrcorr.Asymptotic.mH120.1234.root" , limit_path.c_str() , mass_stop , mass_lsp, sr.c_str())),
ExtractExpUpperLimitCombine(Form("%s/higgsCombine_combined_t2tt_%1.0f_%1.0f_%s_lepacorr.Asymptotic.mH120.1234.root" , limit_path.c_str() , mass_stop , mass_lsp, sr.c_str()))
};
// output table
const char* const fmt = "1.5";
CTable t1;
t1.useTitle();
t1.setTitle(Form("Comparison of limits for m_stop = %1.0f and m_lsp = %1.0f", mass_stop, mass_lsp));
t1.setTable()( "obs limits", "exp limits")
("Single lepton" , ul_obs[0].pm(fmt) , ul_exp[0].value )
("Razor hadronic" , ul_obs[1].pm(fmt) , ul_exp[1].value )
("combined (uncorrelated)" , ul_obs[2].pm(fmt) , ul_exp[2].value )
("combined (JES 100%% corr)" , ul_obs[3].pm(fmt) , ul_exp[3].value )
("combined (Btag 100%% corr)" , ul_obs[4].pm(fmt) , ul_exp[4].value )
("combined (ISR 100%% corr)" , ul_obs[5].pm(fmt) , ul_exp[5].value )
("combined (lepton 100%% anti-corr)", ul_obs[6].pm(fmt) , ul_exp[6].value )
;
cout << t1 << std::endl;
// output plot
TH1F h_obs("h_obs", Form("Observed signal strength (r-value), m_{stop} = %1.0f GeV, m_{LSP} = %1.0f GeV, SR= %s;Card;r-value", mass_stop, mass_lsp, sr.c_str()), 7, 0.5, 7.5);
TH1F h_exp("h_exp", Form("Expected signal strength (r-value), m_{stop} = %1.0f GeV, m_{LSP} = %1.0f GeV, SR= %s;Card;r-value", mass_stop, mass_lsp, sr.c_str()), 7, 0.5, 7.5);
FillLimitHistogram(h_obs, ul_obs);
FillLimitHistogram(h_exp, ul_exp);
TCanvas c1;
rt::TH1Overlay p_obs(Form("Signal strength (r-value), m_{stop} = %1.0f GeV, m_{LSP} = %1.0f GeV, SR= %s;Card;r-value", mass_stop, mass_lsp, sr.c_str()), "sb::off lg::top_left");
p_obs.Add(&h_obs, "Observed", kBlack, 2);
p_obs.Add(&h_exp, "Expected", kRed , 2);
p_obs.Draw();
lt::mkdir("plots/razor_compare", /*force=*/true);
c1.Print(Form("plots/razor_compare/p_rvalue_%1.0f_%1.0f_%s.%s", mass_stop, mass_lsp, sr.c_str(), suffix.c_str()));
}
void plotCLs() {
ModTDRStyle(2800, 2400, 0.06, 0.12, 0.14, 0.22);
gStyle->SetPadTickX(1);
gStyle->SetPadTickY(1);
const unsigned Number = 2;
Double_t Red[Number] = {1.00, 0.17};
Double_t Green[Number] = {1.00, 0.16};
Double_t Blue[Number] = {1.00, 0.47};
Double_t Length[Number] = {0.00, 1.00};
Int_t nb = 255;
TColor::CreateGradientColorTable(Number, Length, Red, Green, Blue, nb);
gStyle->SetNumberContours(nb);
TFile f("combined_output.root");
TTree *t =(TTree*)gDirectory->Get("limit");
TGraph2D graph =
TGraph2DFromTree(t, "mA", "tanb", "limit",
//"quantileExpected > -1.1 && quantileExpected < -0.9");
"quantileExpected > 0.49 && quantileExpected < 0.51");
TGraph2D graph_exp =
TGraph2DFromTree(t, "mA", "tanb", "limit",
"quantileExpected > 0.49 && quantileExpected < 0.51");
TGraph2D graph_lo68 =
TGraph2DFromTree(t, "mA", "tanb", "limit",
"quantileExpected > 0.15 && quantileExpected < 0.16");
TGraph2D graph_hi68 =
TGraph2DFromTree(t, "mA", "tanb", "limit",
"quantileExpected > 0.83 && quantileExpected < 0.84");
TGraph2D graph_lo95 =
TGraph2DFromTree(t, "mA", "tanb", "limit",
"quantileExpected > 0.02 && quantileExpected < 0.03");
TGraph2D graph_hi95 =
TGraph2DFromTree(t, "mA", "tanb", "limit",
"quantileExpected > 0.97 && quantileExpected < 0.98");
TH2D hist("hist", "hist", 91, 90, 1000, 91, 1, 59);
std::vector<TGraph *> cgraphs = SetupHist(&hist, &graph);
TH2D h_exp("h_exp", "h_exp", 91, 90, 1000, 91, 1, 59);
std::vector<TGraph *> g_exp = SetupHist(&h_exp, &graph_exp);
TH2D h_lo68("h_lo68", "h_lo68", 91, 90, 1000, 91, 1, 59);
std::vector<TGraph *> g_lo68 = SetupHist(&h_lo68, &graph_lo68);
TH2D h_hi68("h_hi68", "h_hi68", 91, 90, 1000, 91, 1, 59);
std::vector<TGraph *> g_hi68 = SetupHist(&h_hi68, &graph_hi68);
TH2D h_lo95("h_lo95", "h_lo95", 91, 90, 1000, 91, 1, 59);
std::vector<TGraph *> g_lo95 = SetupHist(&h_lo95, &graph_lo95);
TH2D h_hi95("h_hi95", "h_hi95", 91, 90, 1000, 91, 1, 59);
std::vector<TGraph *> g_hi95 = SetupHist(&h_hi95, &graph_hi95);
TCanvas * canv = new TCanvas("cls", "cls");
canv->cd();
std::vector<TPad*> pads = OnePad();
hist.SetMinimum(0.);
hist.SetMaximum(1.);
hist.Draw("COLZ");
for (unsigned i = 0; i < g_exp.size(); ++i) {
g_exp[i]->SetLineStyle(1);
g_exp[i]->SetLineColor(kBlue);
g_exp[i]->SetLineWidth(3);
g_exp[i]->Draw("L SAME");
}
for (unsigned i = 0; i < g_hi68.size(); ++i) {
g_hi68[i]->SetLineStyle(7);
g_hi68[i]->SetLineColor(kBlue);
g_hi68[i]->SetLineWidth(3);
g_hi68[i]->Draw("L SAME");
}
for (unsigned i = 0; i < g_lo68.size(); ++i) {
g_lo68[i]->SetLineStyle(7);
g_lo68[i]->SetLineColor(kBlue);
g_lo68[i]->SetLineWidth(3);
g_lo68[i]->Draw("L SAME");
}
for (unsigned i = 0; i < g_hi95.size(); ++i) {
g_hi95[i]->SetLineStyle(2);
g_hi95[i]->SetLineColor(kBlue);
g_hi95[i]->SetLineWidth(3);
g_hi95[i]->Draw("L SAME");
}
for (unsigned i = 0; i < g_lo95.size(); ++i) {
g_lo95[i]->SetLineStyle(2);
g_lo95[i]->SetLineColor(kBlue);
g_lo95[i]->SetLineWidth(3);
g_lo95[i]->Draw("L SAME");
}
for (unsigned i = 0; i < cgraphs.size(); ++i) {
cgraphs[i]->SetLineStyle(1);
cgraphs[i]->SetLineColor(kRed);
cgraphs[i]->SetLineWidth(4);
cgraphs[i]->Draw("L SAME");
}
hist.GetXaxis()->SetTitle("m_{A} (GeV)");
hist.GetYaxis()->SetTitle("tan#beta");
hist.GetZaxis()->SetTitle("Observed CLs");
DrawTitle(pads[0], "CombineHarvester", 1);
DrawTitle(pads[0], "MSSM h/H/A#rightarrow#tau#tau, #mu_{}#tau_{h} 8 TeV", 3);
TLegend *leg = PositionedLegend(0.25, 0.20, 1, 0.025);
leg->AddEntry(cgraphs[0], "95% CL Observed", "L");
leg->AddEntry(g_exp[0], "Expected", "L");
leg->AddEntry(g_lo68[0], " #pm1#sigma Expected", "L");
leg->AddEntry(g_lo95[0], " #pm2#sigma Expected", "L");
leg->Draw();
FixOverlay();
canv->Print("cls.png");
}
