int RampCorrellation_single(std::string file_name, TGraphErrors &graph, TGraphErrors &graph2, vector<double> &vec_errors)
{
TTree *t = new TTree();
const std::string file_path = "/home/jlab/github/MagCloak_Analysis/calibration/data-calib/DATA_MegaVIEW/";
// std::string file_name = "DataFile_2016-12-08_06-59-11.csv";
std::string file = file_path+file_name;
t->ReadFile(file.c_str());
// t->Print();
TCanvas *c = new TCanvas();
t->Draw("TMath::Abs(B1/B2):time");
TGraph *gh = (TGraph*)c->GetListOfPrimitives()->FindObject("Graph");
double ratio_mean = gh->GetMean(2);
double ratio_std = gh->GetRMS(2);
t->Draw("Bnom:time");
TGraph *gh1 = (TGraph*)c->GetListOfPrimitives()->FindObject("Graph");
double nom_mean = gh1->GetMean(2);
double nom_std = 0;
// cout << "At " << nom_mean << " mT, B1/B2 is: " << ratio_mean << " +/- " << ratio_std << endl;
c->Close();
int n = graph.GetN();
graph.SetPoint(n,nom_mean,ratio_mean);
graph.SetPointError(n,nom_std,ratio_std);
//-------------------------------------------------------------------------------
TCanvas *c2 = new TCanvas();
t->Draw("B3:time");
TGraph *gh2 = (TGraph*)c2->GetListOfPrimitives()->FindObject("Graph");
double B3_mean = -1*(gh2->GetMean(2));
double B3_std = gh2->GetRMS(2);
int n2 = graph2.GetN();
graph2.SetPoint(n2, nom_mean, B3_mean);
graph2.SetPointError(n2, nom_std, B3_std);
c2->Close();
if(nom_mean < 500) vec_errors.push_back(B3_std);
return 0;
}
void CalcQCDNormFactor() {
//TFile *f = TFile::Open("results/Plotter_out_2016_05_29_22h19m32.root"); // 76X Silver JSON
TFile *f = TFile::Open("results/Plotter_out_2016_06_21_15h27m59.root"); // 76X Golden JSON
TCanvas *c = (TCanvas*)f->Get("NJet/PlotSamples_Pass5Cuts_PassHLT");
THStack *s = (THStack*)c->GetListOfPrimitives()->At(1);
TH1D *data = (TH1D*)c->GetListOfPrimitives()->At(3);
double MC_integral = 0;
double QCD_count = 0;
for (int i=s->GetHists()->GetEntries()-1; i>=0; --i) {
TH1D* h = (TH1D*)s->GetHists()->At(i);
if (i==s->GetHists()->GetEntries()-1) QCD_count = h->Integral();
std::cout<<h->GetName()<<" "<<h->Integral()<<std::endl;
MC_integral += h->Integral();
}
double data_QCD_estimate = data->Integral()- (MC_integral-QCD_count);
double QCD_scale = data_QCD_estimate/QCD_count;
std::cout<<"MC: "<<MC_integral<<std::endl;
std::cout<<"Data: "<<data->Integral()<<std::endl;
std::cout<<"MC (QCD only): "<<QCD_count<<std::endl;
std::cout<<"Data (QCD only est): "<<data_QCD_estimate<<std::endl;
std::cout<<"QCD Scale: "<<QCD_scale<<std::endl;
TH1D* qcd = (TH1D*)s->GetHists()->At(s->GetHists()->GetEntries()-1);
qcd->Scale(QCD_scale);
c->Draw();
//TCanvas *c = (TCanvas*)f->Get("NJet/PlotSamples_Pass5Cuts_PassHLT_Ratio");
//
//TH1D* ratio = (TH1D*)((TVirtualPad*)c->cd(2))->GetListOfPrimitives()->At(0);
//TF1* fit = new TF1("fit","pol1", 400, 2000);
//ratio->Fit("fit","RBQ0");
//fit->SetLineColor(2);
//fit->SetLineWidth(1);
//TF1* fit_up = (TF1*)fit->Clone("fit_up");
//TF1* fit_down = (TF1*)fit->Clone("fit_down");
//fit_up ->SetParameter(0,fit->GetParameter(0)+fit->GetParError(0)*1);
//fit_down->SetParameter(0,fit->GetParameter(0)-fit->GetParError(0)*1);
//fit_up ->SetParameter(1,fit->GetParameter(1)+fit->GetParError(1)*1);
//fit_down->SetParameter(1,fit->GetParameter(1)-fit->GetParError(1)*1);
//fit_up ->SetLineColor(4); fit_up ->Draw("SAME");
//fit_down->SetLineColor(4); fit_down->Draw("SAME");
//fit->Draw("SAME");
//
//std::cout<<"Fit result:"<<std::endl;
//std::cout<<"p0: "<<fit->GetParameter(0)<<" +- "<<fit->GetParError(0)*1<<std::endl;
//std::cout<<"p1: "<<fit->GetParameter(1)<<" +- "<<fit->GetParError(1)*1<<std::endl;
//f->Close();
}
TH1D* getSimplePlot(TString INPUTDIR_PREFIX, TString SCENARIO, TString dataMC, TString vartype, TString SCEN_TRIG, TString RR) {
TString DENOM = "_Glb_pass_&_Tight2012_pass"; //"_&_Glb_pass_&_Tight2012_pass";
if (SCENARIO == "Glb_Tight2012") DENOM = "";
else if (SCENARIO == "Glb_Tight2012_IsolPFRelCombNoEGammaR03PU_"+SCEN_TRIG) DENOM = "_Glb_pass_&_IsolPFRelCombNoEGammaR03PU_pass_&_Tight2012_pass";
else if (SCENARIO == "Glb_Tight2012_IsolPFRelCombNoEGammaR03_"+SCEN_TRIG) DENOM = "_Glb_pass_&_IsolPFRelCombNoEGammaR03_pass_&_Tight2012_pass";
TString POSTFIX = "";
if (vartype == "vtx") POSTFIX = ""; //"_vtx";
else if (vartype == "run") POSTFIX = ""; //"_rrr";
else if (vartype == "rrr2") POSTFIX = "_rrr2";
else if (vartype == "rrr3") POSTFIX = "_rrr3";
if (dataMC == "datalike_mc") {
RR = "";
} else {
RR = "_"+RR;
}
TFile *thisf = new TFile(INPUTDIR_PREFIX+"TnP_2011_MuonID_item_"+dataMC+"_"+SCENARIO+POSTFIX+"_"+vartype+RR+".root");
cout << "HERE " << INPUTDIR_PREFIX+"TnP_2011_MuonID_item_"+dataMC+"_"+SCENARIO+POSTFIX+"_"+vartype+RR+".root" << endl;
thisf->cd();
gDirectory->cd("tpTree/"+SCENARIO+"_"+vartype+"/fit_eff_plots");
cout << "tpTree/"+SCENARIO+"_"+vartype+"/fit_eff_plots" << endl;
TCanvas* c = (TCanvas*)gDirectory->Get(getFolder(vartype)+DENOM);
cout << getFolder(vartype)+DENOM << endl;
c->GetListOfPrimitives();
RooHist* hpt = (RooHist*)c->GetPrimitive("hxy_fit_eff");
TH1D* test = rooHist_to_TH1D(hpt,vartype,SCENARIO);
for (int ibin = 0; ibin < test->GetXaxis()->GetNbins();ibin++) {
cout << "AFTER " << test->GetBinContent(ibin+1) << endl;
}
return rooHist_to_TH1D(hpt,vartype,SCENARIO);
}
double AutoSetYRange(TCanvas& canv, double maxScale) {
TList* list = canv.GetListOfPrimitives();
double maximum = 0;
int firstHist = -1;
// int isCanvasLogY = canv.GetLogy();
for (int iPrims = 0; iPrims <= list->LastIndex(); ++iPrims) {
TH1* hist = dynamic_cast<TH1*>(list->At(iPrims));
if (hist) {
//Remember histo to set maximum of, which is the first one drawn
if (firstHist == -1) {
firstHist = iPrims;
}
if (hist->GetMaximum() > maximum) {
maximum = hist->GetMaximum();
}
}
}
if (firstHist != -1) {
dynamic_cast<TH1*>(list->At(firstHist))->SetMaximum(maximum * maxScale);
return maximum * maxScale;
} else {
std::cout << __func__ << " No Histograms found" << std::endl;
return -1;
}
}
//---------- Retrieve data histo -----------------
TH1F* GetData(TFile* fin, string region, string varname)
{
string cname = CHANNEL_NAME+string("/")+region+"/"+varname;
TCanvas* c = (TCanvas*) fin->Get(cname.c_str());
TList* l = c->GetListOfPrimitives();
TPad* pad = (TPad*) l->At(0);
string hname = "v:"+varname+"|r:"+region+string("|c:")+CHANNEL_NAME+string("|t:1DSumData");
TH1F* h = (TH1F*) pad->GetPrimitive(hname.c_str());
return (TH1F*) h->Clone();
}
TH1F* GetHisto(TFile* fin, string region, string process, string varname, float& norm, bool do_norm, float input_norm)
{
string cname = CHANNEL_NAME+string("/")+region+"/"+varname;
TCanvas* c = (TCanvas*) fin->Get(cname.c_str());
string hname = "v:"+varname+"|p:"+process+"|r:"+region+string("|c:")+CHANNEL_NAME+string("|t:1DEntries");
TH1F* h = 0;
if(VERBOSE>0){
cerr<<"cname :"<<cname<<endl;
cerr<<"histo name: "<<hname<<endl;
cerr<<"pointer: "<<c<<endl;
}
TList* l = c->GetListOfPrimitives();
TPad* pad = (TPad*) l->At(0);
THStack* stack = (THStack*) pad->GetPrimitive("");
h = (TH1F*) stack->GetHists()->FindObject(hname.c_str());
if(do_norm) h->Scale(input_norm/h->Integral());
norm = h->Integral();
return (TH1F*) h->Clone();
}
OptRes Optimization(string var = "topness", string signal = "T2tt_850_100", string region = "baseline", string channel = "allChannels", string filename = "plots/plotsProducer/1DStack.root"){
OptRes res;
//TFile* fplots = new TFile("plots/plotsProducer/1DStack.root","READ");
TFile* fplots = new TFile(filename.c_str(),"READ");
//string channel = "allChannels";
//string region = "baseline";
//string var = "topness";
//string var = "topness_m5";
//string signal = "T2tt_850_100";
//retrieve canvas
string cname = channel+"/"+region+"/"+var;
TCanvas* c = fplots->Get(cname.c_str());
//c->Draw();
//signal
string splot_name = "v:"+var+"|p:"+signal+"|r:"+region+"|c:"+channel+"|t:1DEntries";
TH1F* h_sig = (TH1F*) c->GetPrimitive(splot_name.c_str());
//sig->Draw();
//////////////////////////////////////////////
// Search the Stack that contains all bkg
//////////////////////////////////////////////
vector<TH1F*> h_bkgs;
//c->GetListOfPrimitives()->Print();
TIter next(c->GetListOfPrimitives());
TObject* h;
while ((h = (TH1F*) next())){
//obj->Draw(next.GetOption());
if(h->InheritsFrom("THStack")){
THStack* stack = (THStack*) h;
for(int i=0;i<stack->GetStack()->GetEntries();i++){
TH1F* hist = (TH1F*) stack->GetStack()->At(i);
//cout<<hist->IsA()->GetName()<<endl;
//cout<<hist->GetName()<<" "<<hist->Integral()<<endl;
//search tt_2l
//if(string(hist->GetName()).find("W+jets")!=string::npos) continue;
if(string(hist->GetName()).find("ttbar_2l")!=string::npos){
//cout<<"mean = "<<hist->GetMean()<<" rms = "<<hist->GetRMS()<<" kurtosis = "<<hist->GetKurtosis()<<" skewness = "<<hist->GetSkewness()<<endl;
}
//else continue;
//conly save the last one because plots are cumulative !!!
// that's cheat ....
if(i==stack->GetStack()->GetEntries()-1) h_bkgs.push_back(hist);
}
//cout<<((THStack*)h)->GetStack()->GetEntries()<<endl;
//TH1* h_bkg = ((TH1*)(h->GetStack()->Last()));
}
}
////////////////////////////////////////////////
// Loop over all bins and compute eff/sig
////////////////////////////////////////////////
res.h_eff_sig = (TH1F*) h_sig->Clone();
res.h_eff_bkg = (TH1F*) h_sig->Clone();
res.h_Zbi = (TH1F*) h_sig->Clone();
TH1F* h_ROC = new TH1F("h_ROC","ROC curve",10,0,1);
//Compute the integral
float integ_sig = res.h_eff_sig->Integral(0,res.h_eff_sig->GetNbinsX()+1);
float integ_bkg = 0;
for(unsigned ih=0;ih<h_bkgs.size();ih++){
integ_bkg+=h_bkgs[ih]->Integral(0,h_bkgs[ih]->GetNbinsX()+1);
}
///////////////////////
//-- efficiencoy for signal
for(int i=1;i<res.h_eff_sig->GetNbinsX()+1;i++){
float eff = 0;
if(integ_sig!=0) eff = res.h_eff_sig->Integral(i,res.h_eff_sig->GetNbinsX()+1)/integ_sig;
res.h_eff_sig->SetBinContent(i,eff);
res.h_eff_sig->SetBinError(i,0);
}
//-- efficiency for bkg
for(int i=1;i<res.h_eff_sig->GetNbinsX()+1;i++){
float eff = 0;
for(unsigned ih=0;ih<h_bkgs.size();ih++){
eff += h_bkgs[ih]->Integral(i,h_bkgs[ih]->GetNbinsX()+1);
}
if(integ_bkg!=0) eff /= integ_bkg;
res.h_eff_bkg->SetBinContent(i,eff);
res.h_eff_bkg->SetBinError(i,0);
}
//-- compute significance
//vector<pair<float,float> > roc_v;
float* roc_sig = new float[res.h_eff_sig->GetNbinsX()];
float* roc_bkg = new float[res.h_eff_sig->GetNbinsX()];
int imax = 0;
for(int i=1;i<res.h_eff_sig->GetNbinsX()+1;i++){
float Ns = res.h_eff_sig->GetBinContent(i)*integ_sig;
//float Ns = res.h_eff_sig->GetBinContent(i);
//float Nb = res.h_eff_bkg->GetBinContent(i);
float Nb = res.h_eff_bkg->GetBinContent(i)*integ_bkg;
float signif = 0;
if(Nb!=0) signif = Ns/sqrt(Nb);
double zbi = Zbi(Ns, Nb);
//res.h_Zbi->SetBinContent(i,signif);
res.h_Zbi->SetBinContent(i,zbi);
res.h_Zbi->SetBinError(i,0);
//ROC curve
//h_ROC->SetBinContent(h_ROC->FindBin(res.h_eff_sig->GetBinContent(i)),res.h_eff_bkg->GetBinContent(i));
//h_ROC->SetBinContent(h_ROC->FindBin(res.h_eff_bkg->GetBinContent(i)),res.h_eff_sig->GetBinContent(i));
//roc_v.push_back(pair<float,float>(res.h_eff_sig->GetBinContent(i),res.h_eff_bkg->GetBinContent(i));
roc_sig[imax] = res.h_eff_sig->GetBinContent(i);
roc_bkg[imax] = 1-res.h_eff_bkg->GetBinContent(i);
imax++;
}
res.gROC = new TGraph(imax,roc_sig,roc_bkg);
res.h_Zbi->GetXaxis()->SetTitle(var.c_str());
res.h_Zbi->GetYaxis()->SetTitle("Zbi");
res.h_eff_bkg->SetTitle("Efficiency on background");
res.h_eff_bkg->GetXaxis()->SetTitle(var.c_str());
res.h_eff_bkg->GetYaxis()->SetTitle("#epsilon_{bkg}");
res.h_eff_sig->SetTitle("Efficiency on signal");
res.h_eff_sig->GetXaxis()->SetTitle(var.c_str());
res.h_eff_sig->GetYaxis()->SetTitle("#epsilon_{sig}");
res.gROC->SetTitle("ROC");
res.gROC->GetXaxis()->SetTitle("#epsilon_{signal}");
res.gROC->GetYaxis()->SetTitle("1-#epsilon_{bkg}");
res.gROC->SetLineWidth(2);
res.cplots = new TCanvas();
res.cplots->Divide(2,2);
res.h_eff_sig->GetYaxis()->SetRangeUser(0,1);
res.cplots->cd(1);
res.h_eff_sig->Draw();
res.h_eff_bkg->SetLineColor(kRed);
res.cplots->cd(2);
res.h_eff_bkg->Draw("");
res.cplots->cd(3);
res.h_Zbi->Draw();
res.cplots->cd(4);
//h_ROC->Draw();
res.gROC->Draw("ACP");
int mbin = res.h_Zbi->GetMaximumBin();
float maxZbi = -9999;
for(int i=1;i<res.h_Zbi->GetNbinsX();i++){
if(res.h_Zbi->GetBinContent(i)>maxZbi && res.h_eff_sig->GetBinContent(i)>0.1){
maxZbi = res.h_Zbi->GetBinContent(i);
mbin = i;
}
}
cout<<"@max - Zbi = "<<res.h_Zbi->GetMaximum()<<" cut = "<<res.h_Zbi->GetBinLowEdge(mbin)<<" effs = "<<res.h_eff_sig->GetBinContent(mbin)<<" effb = "<<res.h_eff_bkg->GetBinContent(mbin)<<endl;
cout<<"Ns = "<<res.h_eff_sig->GetBinContent(mbin)*integ_sig<<" Nb = "<<res.h_eff_bkg->GetBinContent(mbin)*integ_bkg<<endl;
cout<<"ROC-integral: "<<res.gROC->Integral()<<endl;
//looking for a bin with eff = XXX
int mbin2 = 0;
int mbin7 = 0;
float eff_ref = 0.75;
float d_eff_closest = 100;
for(int i=1;i<res.h_eff_sig->GetNbinsX();i++){
if(res.h_eff_sig->GetBinLowEdge(i) == 7) mbin7 = i;
float eff = res.h_eff_sig->GetBinContent(i);
if(fabs(eff-eff_ref)<d_eff_closest){
d_eff_closest = fabs(eff-eff_ref);
//cout<<eff<<" "<<d_eff_closest<<endl;
mbin2 = i;
}
}
cout<<"ref - Zbi = "<<res.h_Zbi->GetBinContent(mbin2)<<" cut = "<<res.h_Zbi->GetBinLowEdge(mbin2)<<" effs = "<<res.h_eff_sig->GetBinContent(mbin2)<<" effb = "<<res.h_eff_bkg->GetBinContent(mbin2)<<endl;
cout<<"Ns = "<<res.h_eff_sig->GetBinContent(mbin2)*integ_sig<<" Nb = "<<res.h_eff_bkg->GetBinContent(mbin2)*integ_bkg<<endl;
//cout<<"cut@7 - Zbi = "<<res.h_Zbi->GetBinContent(mbin7)<<" cut = "<<res.h_Zbi->GetBinLowEdge(mbin7)<<" effs = "<<res.h_eff_sig->GetBinContent(mbin7)<<" effb = "<<res.h_eff_bkg->GetBinContent(mbin7)<<endl;
//cout<<"Ns = "<<res.h_eff_sig->GetBinContent(mbin7)*integ_sig<<" Nb = "<<res.h_eff_bkg->GetBinContent(mbin7)*integ_bkg<<endl;
//cout<<"Ns_tot = "<<integ_sig<<" Nb_tot = "<<integ_bkg<<endl;
/*
THStack* stack = c->GetPrimitive("");
stack->Draw();
cout<<stack<<endl;
//TH1* h_bkg = stack->GetHistogram();
//cout<<h_bkg<<endl;
G//h_bkg->Draw();
TH1* h_bkg = ((TH1*)(stack->GetStack()->Last()));
h_bkg->Draw();
cout<<h_bkg->GetNbinsX()<<endl;
*/
/*
//Compute eff
TH1* h_eff_bkg = (TH1*) h_bkg->Clone("");
cout<<h_eff_bkg->GetNbinsX()<<endl;
for(int i=1;i<h_eff_bkg->GetNbinsX();i++){
float num = h_bkg->Integral(i,h_bkg->GetNbinsX()+1);
float den = h_bkg->Integral(0,h_bkg->GetNbinsX()+1);
float eff = 0;
if(den!=0) eff== num/den;
h_eff_bkg->SetBinContent(i,eff);
}
h_eff_bkg->Draw();
cout<<"max = "<<stack->GetHistogram()->GetMaximum()<<endl;
cout<<c->GetPrimitive("::THStack")<<endl;
cout<<h_bkg<<endl;
*/
return res;
}
void Plot_searchBin_full_ICHEP_wQCD(string option="", int pull=0){ // string option="QCD"
// Use option="QCD" to produce plots in QCD binning
char tempname[200];
// Open root file
sprintf(tempname,"LLPrediction_QCD.root");
// true: do closure test (MC prediction vs MC truth)
// false: do data driven prediction and compare to MC truth
bool doDataVsMC = false;
// Add systematics in quadrature to stat. uncertainty on prediction
// Non-closure systematic not included yet!
bool showSystematics = false;
bool doClosurewoIsoTrackVeto = false;
///////////////////////////////////////////////////////////////////////////////////////////
////Some cosmetic work for official documents.
//
// Set basic style
//
setTDRStyle();
gStyle->SetPalette(1) ; // for better color output
//
// Canvas size
int W = 1200;
int H = 740;
int H_ref = 740;
int W_ref = 800;
float T = 0.10*H_ref;
float B = 0.06*H_ref;
float L = 0.16*W_ref;
float R = 0.04*W_ref;
//
// Various vertical line coordinates
float ymax_top = 40000.;
float ymin_top = 0.015;
float ymax2_top = 1000.;
float ymax3_top = 200.;
float ymax4_top = 30.;
float ymax5_top = 5.;
float ymax_bottom = 1.99;
float ymin_bottom = 0.01;
float ymax2_bottom = 2.15;
float ymax3_bottom = 2.15;
float ymax4_bottom = 2.15;
//
// Luminosity information for scaling
double lumi = 7.6; // normaliza to this lumi (fb-1)
double lumi_ref = 7.6; // normaliza to 3 (fb-1)
///////////////////////////////////////////////////////////////////////////////////////////
//
// More specific style set, opening input files etc
gStyle->SetOptStat(0); ///to avoid the stat. on the plots
//gStyle->SetErrorX(0);
char xtitlename[200];
char ytitlename[200];
TFile * LLFile = new TFile(tempname,"R");
printf("Opened %s\n",tempname);
//
// Define legend
//
Float_t legendX1 = .655; //.50;
Float_t legendX2 = .955; //.70;
Float_t legendY1 = .53; //.65;
Float_t legendY2 = .78;
TLegend* catLeg1 = new TLegend(legendX1,legendY1,legendX2,legendY2);
//catLeg1->SetTextSize(0.060);
catLeg1->SetTextSize(0.044);
catLeg1->SetTextFont(42);
catLeg1->SetFillColor(0);
catLeg1->SetLineColor(1);
catLeg1->SetBorderSize(1);
//
// Define canvas
//
TCanvas *canvas = new TCanvas("canvas","canvas",10,10,W,H);
canvas->SetFillColor(0);
canvas->SetBorderMode(0);
canvas->SetFrameFillStyle(0);
canvas->SetFrameBorderMode(0);
canvas->SetLeftMargin( L/W );
canvas->SetRightMargin( R/W );
canvas->SetTopMargin( T/H );
canvas->SetBottomMargin( B/H );
canvas->SetTickx(0);
canvas->SetTicky(0);
canvas->Divide(1, 2);
//
// Define pads
//
TPad* canvas_up = (TPad*) canvas->GetListOfPrimitives()->FindObject("canvas_1");
TPad* canvas_dw = (TPad*) canvas->GetListOfPrimitives()->FindObject("canvas_2");
//
// define the size
double up_height = 0.8; // please tune so that the upper figures size will meet your requirement
double dw_correction = 1.30; // please tune so that the smaller canvas size will work in your environment
double font_size_dw = 0.1; // please tune the font size parameter for bottom figure
double dw_height = (1. - up_height) * dw_correction;
double dw_height_offset = 0.04; // KH, added to put the bottom one closer to the top panel
//
// set pad size
canvas_up->SetPad(0., 1 - up_height, 1., 1.00);
canvas_dw->SetPad(0., 0., 1., dw_height+dw_height_offset);
//
canvas_up->SetFrameFillColor(0);
canvas_up->SetFillColor(0);
canvas_up->SetTopMargin(0.12);
canvas_up->SetLeftMargin(0.1);
//
canvas_dw->SetFillColor(0);
canvas_dw->SetFrameFillColor(0);
canvas_dw->SetBottomMargin(0.35);
canvas_dw->SetTopMargin(0);
canvas_dw->SetLeftMargin(0.1);
//
// draw top figure
canvas_up->cd();
TH1D * GenHist, * EstHist,* thist;
TH1D * GenHistTemp, * EstHistTemp;
TH1D * GenHistD, * EstHistD;
TH1D * GenHistDTemp, * EstHistDTemp;
TH1D * EstSystematics;
TH1D * histTemplate;
double HT_x_max=2500.;
double HT_x_min=400.;
double MHT_x_max=1000.;
double NJet_x_max=15.;
double NBtag_x_max=4.;
double search_x_max=208.-0.5;
if(option.find("QCD")!=string::npos)search_x_max=208.-0.5;
double search_x_min=1.-0.5;
TDirectory *dPre = 0;
TDirectory *dExp = (TDirectory*)LLFile->Get("Expectation");
if(doDataVsMC){
dPre = (TDirectory*)LLFile->Get("Prediction_data");
}else{
dPre = (TDirectory*)LLFile->Get("Prediction_MC");
}
if(doDataVsMC){
EstHistTemp=(TH1D*) dPre->Get("totalPred_LL")->Clone();
EstHistDTemp=(TH1D*) dPre->Get("totalPred_LL")->Clone();
}else{
if(doClosurewoIsoTrackVeto){
EstHistTemp=(TH1D*) dPre->Get("totalPred_woIsoTrack_LL_MC")->Clone();
EstHistDTemp=(TH1D*) dPre->Get("totalPred_woIsoTrack_LL_MC")->Clone();
}else{
EstHistTemp=(TH1D*) dPre->Get("totalPred_LL_MC")->Clone();
EstHistDTemp=(TH1D*) dPre->Get("totalPred_LL_MC")->Clone();
}
}
if(doClosurewoIsoTrackVeto){
GenHistTemp=(TH1D*) dExp->Get("totalExp_woIsoTrack_LL")->Clone();
GenHistDTemp=(TH1D*) dExp->Get("totalExp_woIsoTrack_LL")->Clone();;
}else{
GenHistTemp=(TH1D*) dExp->Get("totalExp_LL")->Clone();
GenHistDTemp=(TH1D*) dExp->Get("totalExp_LL")->Clone();
}
if(showSystematics){
TDirectory *dSys = (TDirectory*)LLFile->Get("AdditionalContent");
if(doDataVsMC){
EstSystematics=(TH1D*) dSys->Get("totalPropSysUp_LL")->Clone();
}else{
EstSystematics=(TH1D*) dSys->Get("totalPropSysUp_LL_MC")->Clone();
}
}
if(EstHistTemp->GetNbinsX() != GenHistTemp->GetNbinsX()) std::cout<<"NbinsX of Expectation and Prediction don't agree!"<<std::endl;
EstHist = new TH1D("Exp", "Exp", EstHistTemp->GetNbinsX(), 0.5, EstHistTemp->GetNbinsX()+0.5);
EstHistD = new TH1D("ExpD", "ExpD", EstHistDTemp->GetNbinsX(), 0.5, EstHistDTemp->GetNbinsX()+0.5);
GenHist = new TH1D("Pred", "Pred", GenHistTemp->GetNbinsX(), 0.5, GenHistTemp->GetNbinsX()+0.5);
GenHistD = new TH1D("PredD", "PredD", GenHistDTemp->GetNbinsX(), 0.5, GenHistDTemp->GetNbinsX()+0.5);
for(int i = 0; i <= EstHistTemp->GetNbinsX()+1; i++){
EstHist->SetBinContent(i, EstHistTemp->GetBinContent(i));
EstHistD->SetBinContent(i, EstHistDTemp->GetBinContent(i));
if(showSystematics){
EstHist->SetBinError(i, std::sqrt(EstHistTemp->GetBinError(i)*EstHistTemp->GetBinError(i)+EstSystematics->GetBinContent(i)*EstSystematics->GetBinContent(i)*EstHistTemp->GetBinError(i)*EstHistTemp->GetBinError(i)));
EstHistD->SetBinError(i, std::sqrt(EstHistDTemp->GetBinError(i)*EstHistDTemp->GetBinError(i)+EstSystematics->GetBinContent(i)*EstSystematics->GetBinContent(i)*EstHistDTemp->GetBinError(i)*EstHistDTemp->GetBinError(i)));
}else{
EstHist->SetBinError(i, EstHistTemp->GetBinError(i));
EstHistD->SetBinError(i, EstHistDTemp->GetBinError(i));
}
GenHist->SetBinContent(i, GenHistTemp->GetBinContent(i));
GenHist->SetBinError(i, GenHistTemp->GetBinError(i));
GenHistD->SetBinContent(i, GenHistDTemp->GetBinContent(i));
GenHistD->SetBinError(i, GenHistDTemp->GetBinError(i));
}
GenHist->SetLineColor(4);
EstHist->SetLineColor(4);
//GenHist->GetXaxis()->SetLabelFont(42);
//GenHist->GetXaxis()->SetLabelOffset(0.007);
//GenHist->GetXaxis()->SetLabelSize(0.04);
//GenHist->GetXaxis()->SetTitleSize(0.05);
//GenHist->GetXaxis()->SetTitleOffset(0.9);
//GenHist->GetXaxis()->SetTitleOffset(0.5);
//GenHist->GetXaxis()->SetTitleFont(42);
//GenHist->GetYaxis()->SetLabelFont(42);
//GenHist->GetYaxis()->SetLabelOffset(0.007);
//GenHist->GetYaxis()->SetLabelSize(0.04);
GenHist->GetYaxis()->SetLabelSize(0.045*1.15);
GenHist->GetYaxis()->SetTitleSize(0.06*1.15);
GenHist->GetYaxis()->SetTitleOffset(0.6);
GenHist->GetYaxis()->SetTitleFont(42);
//EstHist->GetXaxis()->SetLabelFont(42);
//EstHist->GetXaxis()->SetLabelOffset(0.007);
//EstHist->GetXaxis()->SetLabelSize(0.04);
//EstHist->GetXaxis()->SetTitleSize(0.05);
//EstHist->GetXaxis()->SetTitleOffset(0.9);
//EstHist->GetXaxis()->SetTitleFont(42);
//EstHist->GetYaxis()->SetLabelFont(42);
//EstHist->GetYaxis()->SetLabelOffset(0.007);
//EstHist->GetYaxis()->SetLabelSize(0.04);
//EstHist->GetYaxis()->SetTitleSize(0.08);
//EstHist->GetYaxis()->SetTitleOffset(2.0);
//EstHist->GetYaxis()->SetTitleFont(42);
sprintf(xtitlename,"Search region bin number");
sprintf(ytitlename,"Events");
gPad->SetLogy();
GenHist->SetMaximum(ymax_top);
GenHist->SetMinimum(ymin_top);
GenHist->GetXaxis()->SetRangeUser(search_x_min,search_x_max);
//GenHist->GetYaxis()->SetTickLength(0.015);
//GenHist->GetXaxis()->SetTickLength(0.02);
//gPad->SetGridx(1);
TExec *ex1 = new TExec("ex1","gStyle->SetErrorX(0);");
TExec *ex2 = new TExec("ex2","gStyle->SetErrorX(0.5);");
GenHist->SetTitle("");
GenHist->SetMarkerStyle(20);
GenHist->SetMarkerSize(1.2);
GenHist->SetLineColor(1);
GenHist->GetXaxis()->SetTitle(xtitlename);
GenHist->GetYaxis()->SetTitle(ytitlename);
GenHist->Scale(lumi/lumi_ref);
EstHist->Scale(lumi/lumi_ref);
TH1D * GenHist_Normalize = static_cast<TH1D*>(GenHist->Clone("GenHist_Normalize"));
GenHist_Normalize->SetMaximum(ymax_top);
GenHist_Normalize->SetMinimum(ymin_top);
ex1->Draw();
//GenHist_Normalize->GetListOfFunctions()->Add(ex1);
GenHist_Normalize->DrawCopy("e");
EstHist->SetFillStyle(3144);
EstHist->SetFillColor(kRed-10);
EstHist->SetMarkerStyle(20);
EstHist->SetMarkerSize(0.0001);
TH1D * EstHist_Normalize = static_cast<TH1D*>(EstHist->Clone("EstHist_Normalize"));
ex2->Draw();
//EstHist_Normalize->GetListOfFunctions()->Add(ex2);
EstHist_Normalize->DrawCopy("e2same");
//EstHist_Normalize->DrawCopy("esame");
TH1D *EstHist_Normalize_Clone = (TH1D*)EstHist_Normalize->Clone();
for(int i=1; i<208; i++) {
EstHist_Normalize_Clone->SetBinError(i,0);
}
EstHist_Normalize_Clone->SetFillColor(kWhite);
EstHist_Normalize_Clone->Draw("esame");
GenHist->Print("all");
EstHist->Print("all");
//
// Re-draw to have "expectation" on top of "prediction"
ex1->Draw();
GenHist_Normalize->DrawCopy("esame");
//
TString line = "";
sprintf(tempname,"%8.1f",lumi);
line+=tempname;
line+=" fb^{-1} (13 TeV)";
int iPeriod = 0; // 1=7TeV, 2=8TeV, 3=7+8TeV, 7=7+8+13TeV, 0=free form (uses lumi_sqrtS)
int iPos=0;
writeExtraText = true;
if(doDataVsMC) extraText = " Preliminary";
else extraText = " Simulation";
//float extraTextFont = 52; // default is helvetica-italics
// text sizes and text offsets with respect to the top frame
// in unit of the top margin size
//lumiTextSize = 0.5;
//float lumiTextOffset = 0.2;
//cmsTextSize = 0.65;
//float cmsTextOffset = 0.1; // only used in outOfFrame version
//relPosX = 0.045;
//relPosY = 0.035;
//relExtraDY = 1.2;
// ratio of "CMS" and extra text size
//float extraOverCmsTextSize = 0.76;
//TString lumi_13TeV = "20.1 fb^{-1}";
//TString lumi_8TeV = "19.7 fb^{-1}";
//TString lumi_7TeV = "5.1 fb^{-1}";
TString lumi_sqrtS = line;
//
if(option.find("QCD")==string::npos ){
//-----------------------------------------------------------
// Putting lines and labels explaining search region definitions
//-----------------------------------------------------------
//TString CMSlabel = "";
//cmsText = "#bf{CMS} #it{Simulation}";
//CMSlabel += "#splitline{#bf{CMS}}{#scale[0.6]{#it{Simulation}}}";
/*
double x0 = gStyle->GetPadLeftMargin();
double x1 = 1.-gStyle->GetPadRightMargin();
double y0 = 1.005-gStyle->GetPadTopMargin();
double y1 = 0.96;
TPaveText *Lumitxt = new TPaveText(x0,y0,x1,y1,"NDC");
Lumitxt->SetBorderSize(0);
Lumitxt->SetFillColor(0);
Lumitxt->SetTextFont(42);
Lumitxt->SetTextAlign(31);
Lumitxt->SetTextSize(1.2*gStyle->GetPadTopMargin());
Lumitxt->SetMargin(0.);
Lumitxt->AddText(line);
//Lumitxt->Draw("same");
x0 = gStyle->GetPadLeftMargin()+0.03;
x1 = gStyle->GetPadLeftMargin()+0.13;
y0 = 0.905-gStyle->GetPadTopMargin();
y1 = 0.88;
TPaveText *CMStxt = new TPaveText(x0,y0,x1,y1,"NDC");
CMStxt->SetBorderSize(0);
CMStxt->SetFillColor(0);
CMStxt->SetTextFont(42);
CMStxt->SetTextAlign(11);
CMStxt->SetTextSize(1.2*gStyle->GetPadTopMargin());
CMStxt->SetMargin(0.);
CMStxt->AddText(CMSlabel);
//CMStxt->Draw("same");
*/
// Njet separation lines
TLine *tl_njet = new TLine();
tl_njet->SetLineStyle(2);
tl_njet->DrawLine(53.-0.5,ymin_top,53.-0.5,ymax_top);
tl_njet->DrawLine(105.-0.5,ymin_top,105.-0.5,ymax_top);
tl_njet->DrawLine(157.-0.5,ymin_top,157.-0.5,ymax_top);
// Njet labels
TLatex * ttext_njet = new TLatex();
ttext_njet->SetTextFont(42);
ttext_njet->SetTextSize(0.04);
ttext_njet->SetTextAlign(22);
ttext_njet->DrawLatex(26.-0.5 , ymax_top/4. , "3 #leq N_{#scale[0.2]{ }jet} #leq 4");
ttext_njet->DrawLatex(78.-0.5 , ymax_top/4. , "5 #leq N_{#scale[0.2]{ }jet} #leq 6");
ttext_njet->DrawLatex(130.-0.5 , ymax_top/4. , "7 #leq N_{#scale[0.2]{ }jet} #leq 8");
ttext_njet->DrawLatex(182.-0.5 , ymax_top/4. , "N_{#scale[0.2]{ }jet} #geq 9");
// Nb separation lines
TLine *tl_nb = new TLine();
tl_nb->SetLineStyle(3);
tl_nb->DrawLine(14.-0.5,ymin_top,14.-0.5,ymax2_top);
tl_nb->DrawLine(27.-0.5,ymin_top,27.-0.5,ymax2_top);
tl_nb->DrawLine(40.-0.5,ymin_top,40.-0.5,ymax2_top);
tl_nb->DrawLine(53.-0.5,ymin_top,53.-0.5,ymax2_top);
tl_nb->DrawLine(66.-0.5,ymin_top,66.-0.5,ymax3_top);
tl_nb->DrawLine(79.-0.5,ymin_top,79.-0.5,ymax3_top);
tl_nb->DrawLine(92.-0.5,ymin_top,92.-0.5,ymax3_top);
tl_nb->DrawLine(105.-0.5,ymin_top,105.-0.5,ymax3_top);
tl_nb->DrawLine(118.-0.5,ymin_top,118.-0.5,ymax4_top);
tl_nb->DrawLine(131.-0.5,ymin_top,131.-0.5,ymax4_top);
tl_nb->DrawLine(144.-0.5,ymin_top,144.-0.5,ymax4_top);
tl_nb->DrawLine(157.-0.5,ymin_top,157.-0.5,ymax4_top);
tl_nb->DrawLine(170.-0.5,ymin_top,170.-0.5,ymax5_top);
tl_nb->DrawLine(183.-0.5,ymin_top,183.-0.5,ymax5_top);
tl_nb->DrawLine(196.-0.5,ymin_top,196.-0.5,ymax5_top);
// Nb labels
TLatex * ttext_nb = new TLatex();
ttext_nb->SetTextFont(42);
ttext_nb->SetTextSize(0.04);
ttext_nb->SetTextAlign(22);
ttext_nb->DrawLatex(9.-0.5 , ymax_top/12. , "N_{#scale[0.2]{ }b-jet}");
ttext_nb->DrawLatex(8.-0.5 , ymax_top/40. , "0");
ttext_nb->DrawLatex(20.-0.5 , ymax_top/40. , "1");
ttext_nb->DrawLatex(33.-0.5 , ymax_top/40. , "2");
ttext_nb->DrawLatex(46.-0.5 , ymax_top/40. , "#geq 3");
//
} else {
//-----------------------------------------------------------
// Putting lines and labels explaining search region definitions
//-----------------------------------------------------------
// Njet separation lines
TLine *tl_njet = new TLine();
tl_njet->SetLineStyle(2);
tl_njet->DrawLine( 45.,ymin_top, 45.,ymax_top);
tl_njet->DrawLine( 89.,ymin_top, 89.,ymax_top);
tl_njet->DrawLine(133.,ymin_top,133.,ymax_top);
tl_njet->DrawLine(177.,ymin_top,177.,ymax_top);
// Njet labels
TLatex * ttext_njet = new TLatex();
ttext_njet->SetTextFont(42);
ttext_njet->SetTextSize(0.04);
ttext_njet->SetTextAlign(22);
ttext_njet->DrawLatex(23. , ymax_top/4. , "N_{jets} = 4");
ttext_njet->DrawLatex(67. , ymax_top/4. , "N_{jets} = 5");
ttext_njet->DrawLatex(111., ymax_top/4. , "N_{jets} = 6");
ttext_njet->DrawLatex(155., ymax_top/4. , "7 #leq N_{jets} #leq 8");
ttext_njet->DrawLatex(199., ymax_top/4. , "N_{jets} #geq 9");
// Nb separation lines
TLine *tl_nb = new TLine();
tl_nb->SetLineStyle(3);
tl_nb->DrawLine(12.,ymin_top,12.,ymax2_top);
tl_nb->DrawLine(23.,ymin_top,23.,ymax2_top);
tl_nb->DrawLine(34.,ymin_top,34.,ymax2_top);
tl_nb->DrawLine(56.,ymin_top,56.,ymax2_top);
tl_nb->DrawLine(67.,ymin_top,67.,ymax2_top);
tl_nb->DrawLine(78.,ymin_top,78.,ymax2_top);
tl_nb->DrawLine(100.,ymin_top,100.,ymax2_top);
tl_nb->DrawLine(111.,ymin_top,111.,ymax2_top);
tl_nb->DrawLine(122.,ymin_top,122.,ymax2_top);
tl_nb->DrawLine(144.,ymin_top,144.,ymax3_top);
tl_nb->DrawLine(155.,ymin_top,155.,ymax3_top);
tl_nb->DrawLine(166.,ymin_top,166.,ymax3_top);
tl_nb->DrawLine(188.,ymin_top,188.,ymax4_top);
tl_nb->DrawLine(199.,ymin_top,199.,ymax4_top);
tl_nb->DrawLine(210.,ymin_top,210.,ymax4_top);
// Nb labels
TLatex * ttext_nb = new TLatex();
ttext_nb->SetTextFont(42);
ttext_nb->SetTextSize(0.04);
ttext_nb->SetTextAlign(22);
ttext_nb->SetTextAngle(90);
ttext_nb->DrawLatex( 6. , ymax_top/50. , "N_{b} = 0");
ttext_nb->DrawLatex(17. , ymax_top/50. , "N_{b} = 1");
ttext_nb->DrawLatex(28. , ymax_top/50. , "N_{b} = 2");
ttext_nb->DrawLatex(39. , ymax_top/50. , "N_{b} #geq 3");
TText * ttext = new TLatex(160. , ymax_top/50. , "Normalized to 10 fb^{-1}");
ttext->SetTextFont(42);
ttext->SetTextSize(0.045);
ttext->SetTextAlign(22);
ttext->Draw();
}
// Legend & texts
sprintf(tempname,"Lost-lepton background");
catLeg1->SetHeader(tempname);
//sprintf(tempname,"#tau_{hadronic} BG expectation (MC truth)");
sprintf(tempname,"Direct from simulation");
catLeg1->AddEntry(GenHist,tempname,"p");
//sprintf(tempname,"Prediction from MC");
if(doDataVsMC) sprintf(tempname,"Prediction from data");
else sprintf(tempname,"Treat simulation like data");
catLeg1->AddEntry(EstHist,tempname);
catLeg1->Draw();
gPad->RedrawAxis();
//
// Bottom ratio plot
//
// ----------
//
// Preparing ratio histograms
TH1D * numerator = static_cast<TH1D*>(GenHist->Clone("numerator"));
TH1D * numerator_fullstaterr = static_cast<TH1D*>(GenHist->Clone("numerator_fullstaterr"));
TH1D * denominator = static_cast<TH1D*>(EstHist->Clone("denominator"));
TH1D * GenHist_Clone = static_cast<TH1D*>(GenHist->Clone("GenHist_Clone"));
TH1D * EstHist_Clone = static_cast<TH1D*>(EstHist->Clone("EstHist_Clone"));
TH1D * EstHist_NoError = static_cast<TH1D*>(EstHist->Clone("EstHist_NoError"));
TH1D * One_NoError = static_cast<TH1D*>(EstHist->Clone("EstHist_NoError"));
for (int ibin=0; ibin<EstHist_NoError->GetNbinsX()+2; ibin++){ // scan including underflow and overflow bins
EstHist_NoError->SetBinError(ibin,0.);
One_NoError->SetBinContent(ibin,1.);
One_NoError->SetBinError(ibin,0.);
}
//EstHistD->Add(GenHistD,-1);
numerator->Divide(GenHist_Clone,EstHist_NoError,1,1,"");
denominator->Divide(EstHist_Clone,EstHist_NoError,1,1,"");
numerator_fullstaterr->Divide(GenHist_Clone,EstHist_Clone,1,1,""); // Expectation/Prediction
numerator_fullstaterr->Add(One_NoError,-1.); // Expectation/Prediction-1
// draw bottom figure
canvas_dw->cd();
// font size
numerator->GetXaxis()->SetLabelSize(font_size_dw);
numerator->GetXaxis()->SetTitleSize(font_size_dw);
numerator->GetYaxis()->SetLabelSize(font_size_dw);
numerator->GetYaxis()->SetTitleSize(font_size_dw);
//
// Horizontal Lines
TLine *tline = new TLine(search_x_min,1.,search_x_max,1.);
TLine *tline0 = new TLine(search_x_min,0.,search_x_max,0.);
//
// Common to all bottom plots
//
//sprintf(ytitlename,"#frac{Estimate - #tau_{had} BG}{#tau_{had} BG} ");
sprintf(ytitlename,"#frac{Direct}{Prediction} ");
numerator->SetMaximum(ymax_bottom);
numerator->SetMinimum(ymin_bottom);
//
// Specific to each bottom plot
//
// Setting style
//numerator->SetMaximum(1.4);
//numerator->GetXaxis()->SetLabelFont(42);
//numerator->GetXaxis()->SetLabelOffset(0.007);
numerator->GetXaxis()->SetLabelSize(0.18*0.045/0.06);
numerator->GetXaxis()->SetTitleSize(0.18);
numerator->GetXaxis()->SetTitleOffset(0.9);
numerator->GetXaxis()->SetTitleFont(42);
//numerator->GetYaxis()->SetLabelFont(42);
//numerator->GetYaxis()->SetLabelOffset(0.007);
numerator->GetYaxis()->SetLabelSize(0.18*0.045/0.06);
numerator->GetYaxis()->SetTitleSize(0.18);
//numerator->GetYaxis()->SetTitleOffset(0.5);
numerator->GetYaxis()->SetTitleOffset(0.25);
numerator->GetYaxis()->SetTitleFont(42);
numerator->GetXaxis()->SetTitle(xtitlename);
numerator->GetYaxis()->SetTitle(ytitlename);
//gPad->SetGridx(1);
if (pull==1){
sprintf(ytitlename,"#frac{Exp - Pre}{Stat Error} ");
numerator->SetMaximum(8.);
numerator->SetMinimum(-8.);
//
// Specific to each bottom plot
//
// Setting style
for (int ibin=0; ibin<numerator_fullstaterr->GetNbinsX()+2; ibin++){ // scan including underflow and overflow bins
numerator_fullstaterr->SetBinContent(ibin,numerator_fullstaterr->GetBinContent(ibin)/numerator_fullstaterr->GetBinError(ibin));
numerator_fullstaterr->SetBinError(ibin,0.);
}
numerator_fullstaterr->Print("all");
numerator_fullstaterr->GetXaxis()->SetLabelSize(font_size_dw);
numerator_fullstaterr->GetXaxis()->SetTitleSize(font_size_dw);
numerator_fullstaterr->GetYaxis()->SetLabelSize(font_size_dw);
numerator_fullstaterr->GetYaxis()->SetTitleSize(font_size_dw);
numerator_fullstaterr->GetXaxis()->SetTitleSize(0.12);
numerator_fullstaterr->GetXaxis()->SetTitleOffset(0.9);
numerator_fullstaterr->GetXaxis()->SetTitleFont(42);
numerator_fullstaterr->GetYaxis()->SetTitleSize(0.13);
numerator_fullstaterr->GetYaxis()->SetTitleOffset(0.5);
numerator_fullstaterr->GetYaxis()->SetTitleFont(42);
numerator_fullstaterr->GetXaxis()->SetTitle(xtitlename);
numerator_fullstaterr->GetYaxis()->SetTitle(ytitlename);
//numerator_fullstaterr->SetFillColor(kGreen-3);
numerator_fullstaterr->SetFillColor(kRed-10);
numerator_fullstaterr->DrawCopy();
//
// Drawing lines
tline0->SetLineStyle(2);
//tline0->Draw();
}
else {
//
// Plotting
numerator->GetYaxis()->SetNdivisions(505);
numerator->GetYaxis()->SetTickLength(0.015);
numerator->GetXaxis()->SetTickLength(0.08);
numerator->SetTitle("");
ex1->Draw();
numerator->DrawCopy();
ex2->Draw();
denominator->DrawCopy("e2same");
//denominator->DrawCopy("same");
TH1D *denominator_Clone = (TH1D*)denominator->Clone();
denominator_Clone->SetFillColor(kWhite);
denominator_Clone->Draw("hist same");
ex1->Draw();
numerator->DrawCopy("same");
numerator->Print("all");
denominator->Print("all");
numerator_fullstaterr->Print("all");
//
// Drawing lines
tline->SetLineStyle(2);
//tline->Draw();
}
//
if(option.find("QCD")==string::npos ){
// Njet separation lines
TLine *tl_njet = new TLine();
tl_njet->SetLineStyle(2);
tl_njet->DrawLine(53.-0.5,ymin_bottom,53.-0.5,ymax_bottom);
tl_njet->DrawLine(105.-0.5,ymin_bottom,105.-0.5,ymax_bottom);
tl_njet->DrawLine(157.-0.5,ymin_bottom,157.-0.5,ymax_bottom);
// Nb separation lines
TLine *tl_nb = new TLine();
tl_nb->SetLineStyle(3);
tl_nb->DrawLine(14.-0.5,ymin_bottom,14.-0.5,ymax2_bottom);
tl_nb->DrawLine(27.-0.5,ymin_bottom,27.-0.5,ymax2_bottom);
tl_nb->DrawLine(40.-0.5,ymin_bottom,40.-0.5,ymax2_bottom);
tl_nb->DrawLine(53.-0.5,ymin_bottom,53.-0.5,ymax2_bottom);
tl_nb->DrawLine(66.-0.5,ymin_bottom,66.-0.5,ymax2_bottom);
tl_nb->DrawLine(79.-0.5,ymin_bottom,79.-0.5,ymax2_bottom);
tl_nb->DrawLine(92.-0.5,ymin_bottom,92.-0.5,ymax2_bottom);
tl_nb->DrawLine(105.-0.5,ymin_bottom,105.-0.5,ymax2_bottom);
tl_nb->DrawLine(118.-0.5,ymin_bottom,118.-0.5,ymax2_bottom);
tl_nb->DrawLine(131.-0.5,ymin_bottom,131.-0.5,ymax2_bottom);
tl_nb->DrawLine(144.-0.5,ymin_bottom,144.-0.5,ymax2_bottom);
tl_nb->DrawLine(157.-0.5,ymin_bottom,157.-0.5,ymax2_bottom);
tl_nb->DrawLine(170.-0.5,ymin_bottom,170.-0.5,ymax2_bottom);
tl_nb->DrawLine(183.-0.5,ymin_bottom,183.-0.5,ymax2_bottom);
tl_nb->DrawLine(196.-0.5,ymin_bottom,196.-0.5,ymax2_bottom);
} else {
// Njet separation lines
TLine *tl_njet = new TLine();
tl_njet->SetLineStyle(2);
tl_njet->DrawLine( 45.,ymin_bottom, 45.,ymax_bottom);
tl_njet->DrawLine( 89.,ymin_bottom, 89.,ymax_bottom);
tl_njet->DrawLine(133.,ymin_bottom,133.,ymax_bottom);
tl_njet->DrawLine(177.,ymin_bottom,177.,ymax_bottom);
// Nb separation lines
TLine *tl_nb = new TLine();
tl_nb->SetLineStyle(3);
tl_nb->DrawLine(12.,ymin_bottom,12.,ymax2_bottom);
tl_nb->DrawLine(23.,ymin_bottom,23.,ymax2_bottom);
tl_nb->DrawLine(34.,ymin_bottom,34.,ymax2_bottom);
tl_nb->DrawLine(56.,ymin_bottom,56.,ymax2_bottom);
tl_nb->DrawLine(67.,ymin_bottom,67.,ymax2_bottom);
tl_nb->DrawLine(78.,ymin_bottom,78.,ymax2_bottom);
tl_nb->DrawLine(100.,ymin_bottom,100.,ymax2_bottom);
tl_nb->DrawLine(111.,ymin_bottom,111.,ymax2_bottom);
tl_nb->DrawLine(122.,ymin_bottom,122.,ymax2_bottom);
tl_nb->DrawLine(144.,ymin_bottom,144.,ymax2_bottom);
tl_nb->DrawLine(155.,ymin_bottom,155.,ymax2_bottom);
tl_nb->DrawLine(166.,ymin_bottom,166.,ymax2_bottom);
tl_nb->DrawLine(188.,ymin_bottom,188.,ymax2_bottom);
tl_nb->DrawLine(199.,ymin_bottom,199.,ymax2_bottom);
tl_nb->DrawLine(210.,ymin_bottom,210.,ymax2_bottom);
}
gPad->RedrawAxis();
//
//
CMS_lumi(canvas, iPeriod, iPos, lumi_sqrtS);
if(doDataVsMC){
sprintf(tempname,"DataMC_Full_Plot.pdf");
if (pull==1) sprintf(tempname,"DataMCPull_Full_Plot.pdf");
}else{
if(doClosurewoIsoTrackVeto){
if(option.find("QCD")!=string::npos) sprintf(tempname,"Closure_QCD_HDP_woIsoTrack_Full_Plot.pdf");
else sprintf(tempname,"Closure_woIsoTrack_Full_Plot.pdf");
if (pull==1) sprintf(tempname,"ClosurePull_woIsoTrack_Full_Plot.pdf");
}else{
if(option.find("QCD")!=string::npos) sprintf(tempname,"Closure_QCD_HDP_Full_Plot.pdf");
else sprintf(tempname,"Closure_Full_Plot.pdf");
if (pull==1) sprintf(tempname,"ClosurePull_Full_Plot.pdf");
}
}
canvas->Print(tempname);
}
void recupThePlots(){
// TDirectory *theDr = (TDirectory*) myFile->Get("eleIDdir");///denom_pt/fit_eff_plots");
//theDr->ls();
cout << "coucou" << theOutFileName << endl;
TFile *myOutFile = new TFile(theOutFileName,"RECREATE");
TSystemDirectory dir(thePath, thePath);
TSystemFile *file;
TString fname;
TIter next(dir.GetListOfFiles());
while (((file=(TSystemFile*)next()))) {
fname = file->GetName();
if ((fname.BeginsWith("TnP"))&&fname.Contains("data")) {
cout << "--------------------"<< "\n";
cout << fname << "\n";
TFile *myFile = new TFile(fname);
TIter nextkey(myFile->GetListOfKeys());
TKey *key;
while ((key = (TKey*)nextkey())) {
// cout << key << "\n";
TString theTypeClasse = key->GetClassName();
TString theNomClasse = key->GetTitle();
cout << "theTypeClasse: "<< theTypeClasse << " , " << theNomClasse << "\n";
if ( theTypeClasse == "TDirectoryFile" ){
// cout << "we are here 1" << "\n";
TDirectory *theDr = (TDirectory*) myFile->Get(theNomClasse);
TIter nextkey2(theDr->GetListOfKeys());
TKey *key2;
while ((key2 = (TKey*)nextkey2())) {
TString theTypeClasse2 = key2->GetClassName();
TString theNomClasse2 = key2->GetTitle();
if ( theTypeClasse == "TDirectoryFile" || theTypeClasse == "TGraphAsymmErrors" ){
TDirectory *theDr2 = (TDirectory*) myFile->Get(theNomClasse+"/"+theNomClasse2+"/fit_eff_plots");
TIter nextkey3(theDr2->GetListOfKeys());
TKey *key3;
while ((key3 = (TKey*)nextkey3())) {
TString theTypeClasse3 = key3->GetClassName();
TString theNomClasse3 = key3->GetName();
cout << "type = " << theTypeClasse3 << " nom = " << theNomClasse3 << endl;
TCanvas *theCanvas = (TCanvas*) myFile->Get(theNomClasse+"/"+theNomClasse2+"/fit_eff_plots/"+theNomClasse3);
TIter nextObject(theCanvas->GetListOfPrimitives());
TObject *obj;
while ((obj = (TObject*)nextObject())) {
if (obj->InheritsFrom("TGraphAsymmErrors")) {
cout << "histo: " << obj->GetName() << endl;
myOutFile->cd();
obj->Write(theNomClasse2+"_"+theNomClasse3);
myFile->cd();
}
if (obj->InheritsFrom("TH2F")) {
cout << "the TH2F = " << obj->GetName() << endl;
myOutFile->cd();
obj->Write(theNomClasse2+"_"+theNomClasse3);
myFile->cd();
}
}
}
}
}
}
}
delete myFile;
}
}
myOutFile->Close();
}
void drawSingleFit( DrawBase* db, const std::string& varName, int ptMin, int ptMax, int rhoBin ) {
TFile* fitFile = db->get_mcFile(0).file;
char canvasName[400];
sprintf( canvasName, "%s_pt_%d_%d_rho%d", varName.c_str(), ptMin, ptMax, rhoBin );
char gluonHistoName[400];
sprintf( gluonHistoName, "%s_gluon_pt%d_%d_rho%d", varName.c_str(), ptMin, ptMax, rhoBin );
char quarkHistoName[400];
sprintf( quarkHistoName, "%s_quark_pt%d_%d_rho%d", varName.c_str(), ptMin, ptMax, rhoBin );
TCanvas* thisCanvas = (TCanvas*)fitFile->Get(canvasName);
thisCanvas->cd();
TList* list = thisCanvas->GetListOfPrimitives();
TH1D* h1_gluon = (TH1D*)list->FindObject(gluonHistoName);
TH1D* h1_quark = (TH1D*)list->FindObject(quarkHistoName);
int quarkColor = 46;
int gluonColor = 38;
h1_gluon->SetMarkerStyle(21);
h1_gluon->SetMarkerColor(gluonColor);
h1_gluon->SetLineColor(gluonColor);
h1_gluon->SetLineWidth(2);
h1_gluon->SetFillColor(gluonColor);
h1_gluon->SetFillStyle(3004);
h1_quark->SetMarkerStyle(20);
h1_quark->SetLineColor(quarkColor);
h1_quark->SetMarkerColor(quarkColor);
h1_quark->SetLineWidth(2);
h1_quark->SetFillColor(quarkColor);
h1_quark->SetFillStyle(3005);
std::string functionName = (varName=="ptD") ? "functionPtD" : "gamma";
std::string functionName_gluon = functionName + "_gluon";
std::string functionName_quark = functionName + "_quark";
TF1* f1_gluon = (TF1*)list->FindObject(functionName_gluon.c_str());
TF1* f1_quark = (TF1*)list->FindObject(functionName_quark.c_str());
f1_gluon->SetLineColor(gluonColor);
f1_quark->SetLineColor(quarkColor);
std::string axisName;
if( varName=="nCharged" )
axisName = "Jet Charged Multiplicity";
else if( varName=="nNeutral" )
axisName = "Jet Neutral Multiplicity";
else if( varName=="ptD" )
axisName = "Jet p_{T}D";
float xMin = h1_quark->GetXaxis()->GetXmin();
float xMax = (varName=="ptD") ? h1_quark->GetXaxis()->GetXmax() : 50.;
float yMax_gluon = h1_gluon->GetMaximum();
float yMax_quark = h1_quark->GetMaximum();
float yMax = (yMax_gluon>yMax_quark) ? yMax_gluon : yMax_quark;
yMax *= 1.3;
std::string yTitle = "Normalized to Unity";
TH2D* h2_axes = new TH2D("axes", "", 10, xMin, xMax, 10, 0., yMax);
h2_axes->SetXTitle(axisName.c_str());
h2_axes->SetYTitle(yTitle.c_str());
TPaveText* label_cms = db->get_labelCMS();
TPaveText* label_sqrt = db->get_labelSqrt();
int rhoMin = rhoBin;
int rhoMax = rhoBin+1;
char ptText[400];
sprintf( ptText, "%d < p_{T} < %d GeV", ptMin, ptMax );
char rhoText[400];
sprintf( rhoText, "%d < #rho_{PF} < %d GeV", rhoMin, rhoMax );
TPaveText* pt_rho_label = new TPaveText( 0.25, 0.79, 0.45, 0.91, "brNDC" );
pt_rho_label->SetTextSize(0.035);
pt_rho_label->SetFillColor(0);
pt_rho_label->AddText( ptText );
pt_rho_label->AddText( rhoText );
char legendTitle[500];
sprintf( legendTitle, "%d < p_{T} < %d, %d < #rho < %d", ptMin, ptMax, rhoMin, rhoMax );
//TLegend* legend = new TLegend( 0.55, 0.65, 0.9, 0.9, legendTitle );
TLegend* legend = new TLegend( 0.65, 0.75, 0.9, 0.9 );
legend->SetFillColor(0);
legend->SetTextSize(0.035);
legend->AddEntry( h1_gluon, "Gluons", "PL" );
legend->AddEntry( h1_quark, "Quarks", "PL" );
TCanvas* c1 = new TCanvas("c1", "", 600, 600);
c1->cd();
h2_axes->Draw();
legend->Draw("same");
h1_quark->Draw("SAME");
h1_gluon->Draw("SAME");
f1_quark->Draw("SAME");
f1_gluon->Draw("SAME");
label_sqrt->Draw("same");
label_cms->Draw("same");
pt_rho_label->Draw("same");
gPad->RedrawAxis();
char saveCanvasName_char[900];
sprintf( saveCanvasName_char, "%s/%s_pt%d_%d_rho%d", db->get_outputdir().c_str(), varName.c_str(), ptMin, ptMax, rhoBin );
std::string saveCanvasName(saveCanvasName_char);
std::string saveCanvasName_eps = saveCanvasName + ".eps";
c1->SaveAs(saveCanvasName_eps.c_str());
TCanvas* c1_log = new TCanvas("c1_log", "", 600, 600);
c1_log->cd();
c1_log->SetLogy();
float yMin_log = 0.000001;
float yMax_log = 50.*yMax;
TH2D* h2_axes_log = new TH2D("axes_log", "", 10, xMin, xMax, 10, yMin_log, yMax_log);
h2_axes_log->SetXTitle(axisName.c_str());
h2_axes_log->SetYTitle(yTitle.c_str());
h2_axes_log->Draw();
legend->Draw("same");
h1_quark->Draw("SAME");
h1_gluon->Draw("SAME");
f1_quark->Draw("SAME");
f1_gluon->Draw("SAME");
label_sqrt->Draw("same");
label_cms->Draw("same");
pt_rho_label->Draw("same");
std::string saveCanvasName_log = saveCanvasName + "_log";
std::string saveCanvasName_log_eps = saveCanvasName_log + ".eps";
c1_log->SaveAs(saveCanvasName_log_eps.c_str());
gPad->RedrawAxis();
delete h2_axes;
delete h2_axes_log;
delete legend;
delete c1;
delete c1_log;
}
void EstimateBg_76X(bool save=0, std::string in = "",
std::string out = "/afs/cern.ch/user/j/jkarancs/public/NOTES/notes/AN-14-290/trunk/Plots/v1.0/", std::string ext="png") {
gStyle->SetOptTitle(0);
gStyle->SetOptStat(0);
bool latex = save;
bool ABCD_prime = 0;
bool TT_only = 0;
std::stringstream ss, ss2;
ss<<DPHI_CUT; ss2<<R_CUT;
std::string dphi_cut = ss.str().replace(ss.str().find("."),1,"p");
std::string r_cut = ss2.str().replace(ss2.str().find("."),1,"p");
std::string filename = in.size() ? in :
//"results/Plotter_out_2016_05_31_08h48m57_replot.root";
"results/Plotter_out_2016_06_24_14h28m51.root";
std::vector<std::string> samples[4];
//samples[0].push_back("TTJetsMGHT");
//samples[0].push_back("TTJetsMG");
//samples[0].push_back("TTJetsNLOFXFX");
//samples[0].push_back("TTNLO");
//samples[0].push_back("TTNLOHerwig");
//samples[0].push_back("TTPowheg");
//samples[0].push_back("TTPowhegmpiOff");
//samples[0].push_back("TTPowhegnoCR");
//samples[0].push_back("TTPowhegHerwig");
//+data+ samples[1].push_back("SingleElectron");
//+data+ samples[1].push_back("SingleMuon");
if (TT_only) {
samples[1].push_back("TTJetsMGHT");
samples[1].push_back("TTJetsMG");
samples[1].push_back("TTJetsNLOFXFX");
samples[1].push_back("TTNLO");
samples[1].push_back("TTNLOHerwig");
samples[1].push_back("TTPowheg");
samples[1].push_back("TTPowhegmpiOFF");
samples[1].push_back("TTPowhegnoCR");
samples[1].push_back("TTPowhegHerwig");
} else {
samples[1].push_back("TTJetsMGHT");
//samples[1].push_back("TTJetsMG");
//samples[1].push_back("TTJetsNLOFXFX");
//samples[1].push_back("TTNLO");
//samples[1].push_back("TTNLOHerwig");
//samples[1].push_back("TTPowheg");
//samples[1].push_back("TTPowhegmpiOff");
//samples[1].push_back("TTPowhegnoCR");
//samples[1].push_back("TTPowhegHerwig");
samples[1].push_back("ZJets");
samples[1].push_back("TTX");
samples[1].push_back("WJets");
samples[1].push_back("Diboson");
samples[1].push_back("Top");
samples[1].push_back("QCD");
//ZERO samples[1].push_back("TZQ");
//ZERO samples[1].push_back("ZJetsToQQ"); // Also WJetsToQQ
//ZERO samples[1].push_back("GJets");
}
//samples[1].push_back("Data");
// NTop Sideband All background summed
samples[2].push_back("All Bkg.");
// Signal in NTop bins
samples[3].push_back("T1tttt");
bool baderror = false;
double weight[] = { 0.32686, 0.0505037, 0.00921411, 6.80717, 0.354934, 0.00484915 };
int rebin = /*(R_CUT*10-int(R_CUT*10))==0 ? 10 :*/ (R_CUT*20-int(R_CUT*20))==0 ? 5 : (R_CUT*50-int(R_CUT*50))==0 ? 2 : 1;
double sideband_fit_low_range[] = { 0.15, 0.15, 0.15, 0.15, 0.15, 0.15, 0.15, 0.15, 0.15, 0.15, 0.15, 0.15, 0.15, 0.15, 0.15, 0.15, 0.15 };
int i_h_side[] = { 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 };
int i_h_signal[] = { 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 };
double scale_factors[] = { 1, 1, 1, 1, 1, 1, 1}; // All normal
//double scale_factors[] = { /* TT */ 1, /* W */ 1, /* Z */ 1, /* T */ 1, /* TTV */ 1, /* QCD */ 2, /* VV */ 1 }; // QCD high
//double scale_factors[] = { /* TT */ 5, /* W */ 1, /* Z */ 1, /* T */ 1, /* TTV */ 5, /* QCD */ 1, /* VV */ 1 }; // TT/TTV high
//double scale_factors[] = { /* TT */ 1, /* W */ 2, /* Z */ 2, /* T */ 2, /* TTV */ 1, /* QCD */ 1, /* VV */ 2 }; // T/V/VV high
Double_t Rranges_ABCD[][4] =
{ { DPHI_CUT, 3.2, 0.0, DPHI_CUT },
{ R_CUT_LOW-1e-10, R_CUT, R_CUT-1e-10, 1.20 },
{ R_CUT_LOW-1e-10, R_CUT, R_CUT-1e-10, 1.20 },
{ R_CUT_LOW-1e-10, R_CUT, R_CUT-1e-10, 1.20 } };
bool doFitting = false;
double sum_a = 0, sum_b = 0, sum_c = 0, sum_d = 0, sum_d_abcd = 0, sum_d_nevt = 0;
double sum_a_err = 0, sum_b_err = 0, sum_c_err = 0, sum_d_err = 0, sum_d_abcd_err = 0;
double sum_b_fit = 0, sum_d_fit = 0, sum_d_fit_comb = 0;
double sum_b_fit_err = 0, sum_d_fit_err = 0, sum_d_fit_comb_err = 0;
double comb_d = 0, comb_d_err = 0, comb_d_abcd = 0, comb_d_abcd_err = 0;
if (latex) {
printf("\\begin{table*}[htbH]\n");
printf("\\small\n");
printf("\\begin{center}\n");
printf("\\topcaption{Estimated Standard Model background yields in ABCD regions. A, B is in the sideband, C and D is the signal band, D is the signal region.\\label{tab:SMBkgEstimate}}\n");
printf("\\begin{tabular}{lrrrrrrrr}\n");
}
TFile *f = TFile::Open(filename.c_str());
for (size_t iMethod = 0; iMethod<4; ++iMethod) if (!(iMethod==0&&samples[0].size()==0)){
// Print Top row for each method
if (latex) {
if (iMethod==0) {
printf("\\hline\n");
printf("Method 2 & A & B & C & D = B*C/A & D obs. & Ratio pred./obs. & Pull & KS test\\\\\n");
} else if (iMethod==1){
printf("\\hline\n");
printf("Method 1 & A & B & C & D = B*C/A & D obs. & Ratio pred./obs. & Pull & KS test\\\\\n");
}
printf("\\hline\n");
} else {
std::stringstream r_sb_cut;
if (R_CUT_LOW==0) r_sb_cut<<"R<"<<R_CUT;
else r_sb_cut<<R_CUT_LOW<<"<R<"<<R_CUT;
const char* prime = ABCD_prime ? "'" : "";
//if (iMethod==0) printf("| *Sample* | *A (DPhi>2.8, SB)* | *B (DPhi<2.8, SB)* | *C (DPhi>2.8, Sig.B.)* | - | *D = B*C/A pred.* | *D (DPhi<2.8, Sig.B.) obs.* | *Ratio pred./obs.* |\n");
//else if (iMethod==1) printf("| *Sample* | *A (R<%1.1f, SB)* | *B (R>%1.1f, SB)* | *C (R<%1.1f, Sig.B.)* | *D = B (R fit, SB) * C/A pred.* | *D = B*C/A pred.* | *D (R>%1.1f, Sig.B.) obs.* | *Ratio pred./obs.* | \n", R_CUT, R_CUT, R_CUT, R_CUT);
if (iMethod==0) printf("| *Sample* | *A (DPhi>%1.1f, %s)* | *B (DPhi<%1.1f, %s)* | *C (DPhi>%1.1f, R>0.4)* | *D = B*C/A pred.* | *D (DPhi<%1.1f, R>0.4) obs.* | *Ratio pred./obs.* | *Pull (pred-obs)/error* | *KS test* |\n", DPHI_CUT, r_sb_cut.str().c_str(), DPHI_CUT, r_sb_cut.str().c_str(), DPHI_CUT, DPHI_CUT);
else if (iMethod==1) printf("| *Sample* | *A%s (%s, <2 tag)* | *B%s (R>%1.1f, <2 tag)* | *C%s (%s, 2 tag)* | *D%s = B%s*C%s/A%s pred.* | *D%s (R>%1.1f, 2 tag) obs.* | *Ratio pred./obs.* | *Pull (pred-obs)/error* | *KS test* |\n", prime, r_sb_cut.str().c_str(), prime, R_CUT, prime, r_sb_cut.str().c_str(), prime, prime, prime, prime, prime, R_CUT);
}
TH1D *h_side_sum, *h_signal_sum;
for (size_t iSample = 0; iSample<samples[iMethod].size(); ++iSample) {
std::string canname =
iMethod==0 ? std::string("DPhiBins")+(ABCD_prime ? "/RBins_0To1HadTop_" : "/RBins_2HadTop_")+samples[iMethod][iSample] :
iMethod==1 ? std::string("RFine/Tau32Cuts_")+(ABCD_prime ? "Fail" : "Pass")+"DPhiCut_"+samples[iMethod][iSample] :
iMethod==2 ? std::string("RFine/Tau32Cuts_")+(ABCD_prime ? "Fail" : "Pass")+"DPhiCut_Background" :
iMethod==3 ? std::string("RFine/Tau32Cuts_")+(ABCD_prime ? "Fail" : "Pass")+"DPhiCut_"+samples[iMethod][iSample] : "";
TCanvas *can = (TCanvas*)(f->Get(canname.c_str()));
can = (TCanvas*)can->Clone();
can->Draw();
TH1D *h_side = (TH1D*)can->GetListOfPrimitives()->At(i_h_side[iMethod]);
TH1D *h_signal = (TH1D*)can->GetListOfPrimitives()->At(i_h_signal[iMethod]);
// Simulate different cross section by scaling a certain background
if (iMethod==1) {
TH1D *h_side_temp_scaled = (TH1D*)h_side->Clone(); h_side_temp_scaled->Scale(scale_factors[iSample]);
TH1D *h_signal_temp_scaled = (TH1D*)h_signal->Clone(); h_signal_temp_scaled->Scale(scale_factors[iSample]);
if (iSample==0) {
h_side_sum = h_side_temp_scaled;
h_signal_sum = h_signal_temp_scaled;
} else {
h_side_sum->Add(h_side_temp_scaled);
h_signal_sum->Add(h_signal_temp_scaled);
}
} else if (iMethod==2) {
h_side = h_side_sum;
h_signal = h_signal_sum;
}
TH1D *h_pred =(TH1D*)h_side->Clone();
if (iMethod!=0&&rebin>1) { h_side->Rebin(rebin); h_signal->Rebin(rebin); h_pred->Rebin(rebin); }
TLegend *leg = (TLegend*)can->GetListOfPrimitives()->At(can->GetListOfPrimitives()->GetEntries()-1);
leg->SetX1(0.35); leg->SetX2(0.65); leg->SetY1(0.6);
// Add ratio plot
int y1 = 350;
int y2 = 150;
int mid2 = 10;
can->Divide(1,2);
// Pad 1 (80+500+20 x 40+500)
TVirtualPad* p = can->cd(1);
p->SetPad(0,(y2+60+mid2)/(y1+y2+100.0+mid2),1,1);
p->SetTopMargin(40.0/(y1+40));
p->SetBottomMargin(0);
p->SetRightMargin(0.05);
p->SetLogy(1);
h_side->GetYaxis()->SetRangeUser(1.00001e-4,1e4);
h_side->Draw("HIST");
h_signal->Draw("SAMEHISTE1");
leg->Draw();
// Pad 2 (80+500+20 x 200+60)
p = can->cd(2);
p->SetGrid(0,1);
p->SetPad(0,0,1,(y2+60+mid2)/(y1+y2+100.0+mid2));
p->SetTopMargin(((float)mid2)/(y2+60+mid2));
p->SetBottomMargin(60.0/(y2+60+mid2));
p->SetRightMargin(0.05);
TH1D* ratio = (TH1D*)h_signal->Clone();
TH1D* div = (TH1D*)h_side->Clone();
//ratio->Scale(1/ratio->GetSumOfWeights());
double sum_bins_ratio = iMethod==0 ? ratio->Integral():
ratio->Integral(ratio->FindBin(R_CUT_LOW),ratio->FindBin(Rranges_ABCD[iMethod][3]));
ratio->Scale(1/sum_bins_ratio);
ratio->SetTitleSize(32.0/(y2+60+mid2),"xyz");
ratio->SetLabelSize(20.0/(y2+60+mid2),"xyz");
//ratio->Scale(1/div->GetSumOfWeights());
double sum_bins_div = iMethod==0 ? div->Integral():
div->Integral(div->FindBin(R_CUT_LOW),div->FindBin(Rranges_ABCD[iMethod][3]));
div->Scale(1/sum_bins_div);
ratio->Divide(div);
//ratio->GetYaxis()->SetRangeUser(0,2);
ratio->GetXaxis()->SetTitleOffset(0.7);
ratio->GetYaxis()->SetNdivisions(305);
ratio->GetYaxis()->SetTitle("Ratio (Norm.)");
ratio->GetYaxis()->SetTitleOffset(0.4);
ratio->SetTitleSize(24.0/(y2+60+mid2),"y");
ratio->SetTitle("");
ratio->SetMarkerStyle(20);
ratio->SetMarkerColor(1);
ratio->SetLineColor(1);
ratio->GetYaxis()->SetRangeUser(0,4);
ratio->Draw("PE1");
TLine* l = new TLine(ratio->GetXaxis()->GetXmin(), 1, ratio->GetXaxis()->GetXmax(), 1);
l->SetLineWidth(2);
//l->SetLineColor(2);
l->SetLineStyle(2);
l->Draw();
gPad->Update();
// Fit ratio
//TF1 *fit_ratio;
//if (iMethod==1) {
// fit_ratio = new TF1("fit_ratio","pol0", Rranges_ABCD[iMethod][0], Rranges_ABCD[iMethod][1]);
// fit_ratio->SetLineColor(1);
// ratio->Fit("fit_ratio","RE");
// fit_ratio->SetRange(Rranges_ABCD[iMethod][0], Rranges_ABCD[iMethod][2]);
// fit_ratio->Draw("SAME");
//}
p = can->cd(1);
// calculate integrals
double integral[2][2] = { { 0, 0 }, { 0, 0 } };
double integral_error[2][2] = { { 0, 0 }, { 0, 0 } };
double nevt[2][2] = { { 0, 0 }, { 0, 0 } };
//std::cout<<samples[iMethod][iSample]<<":"<<std::endl;
for (int i=0; i<2; ++i) {
for (int bin=1; bin<=h_side->GetNbinsX(); ++bin) {
if (h_signal->GetXaxis()->GetBinLowEdge(bin)>=Rranges_ABCD[iMethod][i*2] &&
h_signal->GetXaxis()->GetBinUpEdge(bin)<=Rranges_ABCD[iMethod][i*2+1]) {
//std::cout<<bin<<"="<<h_side->GetBinCenter(bin);
//if (i==0) std::cout<<" in, ";
//else std::cout<<" out, ";
double c0 = h_side->GetBinContent(bin), c1 = h_signal->GetBinContent(bin);
double e0 = h_side->GetBinError(bin), e1 = h_signal->GetBinError(bin);
//std::cout<<h_signal->GetBinError(bin)<<" "<<sqrt(c1*weight[iSample])<<std::endl;
if (baderror&&iMethod==1) {
e0 = sqrt(c0*weight[iSample]);
e1 = sqrt(c1*weight[iSample]);
}
nevt[0][i] += (int)(c0*c0/(e0*e0) + 0.5);
nevt[1][i] += (int)(c1*c1/(e1*e1) + 0.5);
integral[0][i] += c0;
integral[1][i] += c1;
//if (iMethod==1) { // weight bin by projected ratio (correction)
// double bincent = h_signal->GetXaxis()->GetBinLowEdge(bin);
// integral[0][1] *= fit_ratio->Eval(bincent);
//}
integral_error[0][i] += e0*e0;
integral_error[1][i] += e1*e1;
//if (iSample==0&&e1>0) std::cout<<bin<<" "<<c1<<" +- "<<e1*e1<<" nevt = "<<((int)(c1*c1/(e1*e1) + 0.5))<<std::endl;
}
}
//if (iSample==1&&i==1) std::cout<<integral[1][i]<<" +- "<<integral_error[1][i]<<std::endl;
integral_error[0][i] = sqrt(integral_error[0][i]);
integral_error[1][i] = sqrt(integral_error[1][i]);
}
//std::cout<<nevt[1][1]<<std::endl;
// predict yields using 2 methods (ABCD and constrained R-shape fit method combined)
// ABCD method
double a = integral[0][0], b = integral[0][1], c = integral[1][0], d = integral[1][1];
double a_err = integral_error[0][0], b_err = integral_error[0][1], c_err = integral_error[1][0], d_err = integral_error[1][1];
// Calculate error
// z = x / y -> z_err = sqrt( (x*x*y_err*y_err + y*y*x_err*x_err)/(y*y*y*y) )
// z = x * y -> z_err = sqrt ( x*x*y_err*y_err + y*y*x_err*x_err )
double c_per_a_err = sqrt((c*c*a_err*a_err + a*a*c_err*c_err)/(a*a*a*a));
double d_abcd = b * (c/a), d_abcd_err = sqrt(b*b*c_per_a_err*c_per_a_err + (c/a)*(c/a)*b_err*b_err);
double d_nevt = nevt[1][1];
double d_ratio = d_abcd / d;
double d_ratio_err = sqrt((d_err/d)*(d_err/d) + (d_abcd_err/d_abcd)*(d_abcd_err/d_abcd))*d_ratio;
double d_pull = (d_abcd-d)/sqrt(d_abcd_err*d_abcd_err + d_err*d_err);
// Scaled plot
h_pred->Scale(c/a);
h_pred->SetLineColor(1);
h_pred->SetLineStyle(2);
h_pred->Draw("SAMEHIST");
leg->AddEntry(h_pred, "Prediction (ABCD)", "l");
double fit_integral[2][2], fit_integral_error[2][2], d_fit_comb = 0, d_fit_comb_err = 0;
if (iMethod==1) {
// Fit in the full range of NTop Sideband
// Do fitting and calculate integrals
TF1 *fit_side = new TF1("NTopSide_fit","exp([0]+[1]*x)", iMethod==2 ? 0.2 : sideband_fit_low_range[iSample], Rranges_ABCD[iMethod][3]);
fit_side->SetLineColor(h_side->GetLineColor());
h_side->Fit("NTopSide_fit","QRE");
//fit_side->Draw("SAME");
double Rranges_ACfit[3] = { sideband_fit_low_range[iSample], Rranges_ABCD[iMethod][2], Rranges_ABCD[iMethod][3] };
for (int i=0; i<2; ++i) {
fit_integral[0][i] = fit_side->Integral(Rranges_ACfit[i], Rranges_ACfit[i+1])/h_signal->GetXaxis()->GetBinWidth(1);
fit_integral_error[0][i] = fit_side->IntegralError(Rranges_ACfit[i], Rranges_ACfit[i+1])/h_signal->GetXaxis()->GetBinWidth(1);
}
double par0 = fit_side->GetParameter(0), par0_error = fit_side->GetParError(0);
double par1 = fit_side->GetParameter(1), par1_error = fit_side->GetParError(1);
double par1min, par1max; fit_side->GetParLimits(1, par1min, par1max);
// Fit in the Signal region
// Fitting in sideband, get B area under curve and scale by C/A
TF1 *fit_signal = new TF1("NTopSignal_RSide_fit","exp([0]+[1]*x)", Rranges_ACfit[0], Rranges_ABCD[iMethod][3]);
fit_signal->SetLineColor(h_signal->GetLineColor());
//fit_signal->SetParameter(1, par1);
//fit_signal->SetParLimits(1, par1min, par1max);
h_signal->Fit("NTopSignal_RSide_fit","QREB");
//fit_signal->Draw("SAME");
for (int i=0; i<2; ++i) {
fit_integral[1][i] = fit_signal->Integral(Rranges_ACfit[i], Rranges_ACfit[i+1])/h_signal->GetXaxis()->GetBinWidth(1);
fit_integral_error[1][i] = fit_signal->IntegralError(Rranges_ACfit[i], Rranges_ACfit[i+1])/h_signal->GetXaxis()->GetBinWidth(1);
}
d_fit_comb = fit_integral[0][1] * (c/a);
d_fit_comb_err = sqrt(fit_integral[0][1]*fit_integral[0][1]*c_per_a_err*c_per_a_err + (c/a)*(c/a)*fit_integral_error[0][1]*fit_integral_error[0][1]);
TF1 *fit_pred = new TF1("Predicted_fit","exp([0]+[1]*x)", Rranges_ACfit[0], Rranges_ACfit[2]);
fit_pred->SetLineColor(1);
fit_pred->SetLineStyle(2);
fit_pred->FixParameter(0, par0+std::log(c/a));
fit_pred->FixParameter(1, par1);
h_signal->Fit("Predicted_fit","QREB+");
//fit_pred->Draw("SAME");
}
// Save plot
if (iMethod==3) samples[iMethod][iSample] = "T1tttt";
std::string name = samples[iMethod][iSample];
if (iMethod==2) name = "AllBkg";
if (save) can->SaveAs((out+"BkgEst/ABCD_closure_"+name+"."+ext).c_str());
// Check compatibility of prediction to observed distribution
double ks_test = h_pred->KolmogorovTest(h_signal);
if (iMethod==1) {
sum_a += a; sum_b += b; sum_c += c; sum_d += d;
sum_a_err += a_err*a_err; sum_b_err += b_err*b_err; sum_c_err += c_err*c_err; sum_d_err += d_err*d_err;
sum_d_abcd += d_abcd; sum_d_abcd_err += d_abcd_err*d_abcd_err;
sum_b_fit += fit_integral[0][1]; sum_b_fit_err += fit_integral_error[0][1]*fit_integral_error[0][1];
sum_d_fit += fit_integral[1][1]; sum_d_fit_err += fit_integral_error[1][1]*fit_integral_error[1][1];
sum_d_fit_comb += d_fit_comb; sum_d_fit_comb_err += d_fit_comb_err*d_fit_comb_err;
sum_d_nevt += d_nevt;
//printf(" %.2f +- %.2f | %.2f +- %.2f | %.2f +- %.2f | %.2f +- %.2f |\n", d_fit_comb, d_fit_comb_err, d_abcd, d_abcd_err, d, d_err, d_ratio, d_ratio_err);
}
if (latex) {
printf("%s & $%.2f \\pm %.2f$ & $%.2f \\pm %.2f$ & $%.2f \\pm %.2f$ &", samples[iMethod][iSample].c_str(), a, a_err, b, b_err, c, c_err);
printf(" $%.2f \\pm %.2f$ & $%.2f \\pm %.2f$ & $%.2f \\pm %.2f$ & %.2f & %.2f \\\\\n", d_abcd, d_abcd_err, d, d_err, d_ratio, d_ratio_err, d_pull, ks_test);
} else {
printf("| %s | %.2f +- %.2f | %.2f +- %.2f | %.2f +- %.2f |", samples[iMethod][iSample].c_str(), a, a_err, b, b_err, c, c_err);
printf(" %.2f +- %.2f | %.2f +- %.2f | %.2f +- %.2f | %.2f | %.2f |\n", d_abcd, d_abcd_err, d, d_err, d_ratio, d_ratio_err, d_pull, ks_test);
}
// Combining best methods
if ((iMethod==0&&iSample==0)||(iMethod==1&&iSample!=0)) {
comb_d_abcd += d_abcd; comb_d += d; comb_d_abcd_err += d_abcd_err*d_abcd_err; comb_d_err += d_err*d_err;
}
}
if (iMethod==1) {
sum_a_err = sqrt(sum_a_err); sum_b_err = sqrt(sum_b_err); sum_c_err = sqrt(sum_c_err); sum_d_err = sqrt(sum_d_err);
sum_b_fit_err = sqrt(sum_b_fit_err); sum_d_fit_err = sqrt(sum_d_fit_err); sum_d_fit_comb_err = sqrt(sum_d_fit_comb_err);
double sum_d_ratio = sum_d_abcd / sum_d;
double sum_d_ratio_err = sqrt((sum_d_err/sum_d)*(sum_d_err/sum_d) + (sum_d_abcd_err/sum_d_abcd)*(sum_d_abcd_err/sum_d_abcd))*sum_d_ratio;
double sum_d_pull = (sum_d_abcd-sum_d)/sqrt(sum_d_abcd_err*sum_d_abcd_err + sum_d_err*sum_d_err);
if (latex) {
printf("\\hline\n");
printf("Sum Bkg. & $%.2f \\pm %.2f$ & $%.2f \\pm %.2f$ & $%.2f \\pm %.2f$ &", sum_a, sum_a_err, sum_b, sum_b_err, sum_c, sum_c_err);
printf(" $%.2f \\pm %.2f$ & $%.2f \\pm %.2f$ & $%.2f \\pm %.2f$ & %.2f & \\\\\n", sum_d_abcd, sum_d_abcd_err, sum_d, sum_d_err, sum_d_ratio, sum_d_ratio_err, sum_d_pull);
} else {
//printf("| Sum Bkg.| %.2f +- %.2f | %.2f +- %.2f | %.2f +- %.2f | %.2f +- %.2f |", sum_a, sum_a_err, sum_b_fit, sum_b_fit_err, sum_b, sum_b_err, sum_c, sum_c_err);
printf("| Sum Bkg.| %.2f +- %.2f | %.2f +- %.2f | %.2f +- %.2f |", sum_a, sum_a_err, sum_b, sum_b_err, sum_c, sum_c_err);
//printf(" %.2f +- %.2f | %.2f +- %.2f | %.2f +- %.2f | %.2f +- %.2f |\n", sum_d_fit_comb, sum_d_fit_comb_err, sum_d_abcd, sum_d_abcd_err, sum_d, sum_d_err, sum_d_ratio, sum_d_ratio_err);
printf(" %.2f +- %.2f | %.2f +- %.2f | %.2f +- %.2f | %.2f | - |\n", sum_d_abcd, sum_d_abcd_err, sum_d, sum_d_err, sum_d_ratio, sum_d_ratio_err, sum_d_pull);
}
} else if (iMethod==2&&samples[0].size()) {
double comb_d_ratio = comb_d_abcd / comb_d;
double comb_d_ratio_err = sqrt((comb_d_err/comb_d)*(comb_d_err/comb_d) + (comb_d_abcd_err/comb_d_abcd)*(comb_d_abcd_err/comb_d_abcd))*comb_d_ratio;
double comb_d_pull = (comb_d_abcd-comb_d)/sqrt(comb_d_abcd_err*comb_d_abcd_err + comb_d_err*comb_d_err);
if (latex) {
printf("\\hline\n");
printf("\\hline\n");
printf("Combined Bkg. & & & & $%.2f \\pm %.2f$ & $%.2f \\pm %.2f$ & $%.2f \\pm %.2f$ & %.2f & \\\\\n", comb_d_abcd, comb_d_abcd_err, comb_d, comb_d_err, comb_d_ratio, comb_d_ratio_err, comb_d_pull);
printf("\\hline\n");
} else {
printf("| Combined Bkg.| | | | %.2f +- %.2f | %.2f +- %.2f | %.2f +- %.2f | %.2f | - |\n", comb_d_abcd, comb_d_abcd_err, comb_d, comb_d_err, comb_d_ratio, comb_d_ratio_err, comb_d_pull);
}
}
}
if (latex) {
printf("\\hline\n");
printf("\\end{tabular}\n");
printf("\\end{center}\n");
printf("\\end{table*}\n");
}
if (save) gApplication->Terminate();
}
Plot_searchBin_Data(string sample="stacked",string histname="searchH",int choice=1){
///////////////////////////////////////////////////////////////////////////////////////////
////Some cosmetic work for official documents.
//
// Set basic style
//
gROOT->LoadMacro("tdrstyle.C");
setTDRStyle();
gStyle->SetPalette(1) ; // for better color output
gROOT->LoadMacro("CMS_lumi_v2.C");
int W = 600;
int H = 600;
int H_ref = 600;
int W_ref = 800;
float T = 0.08*H_ref;
float B = 0.12*H_ref;
float L = 0.12*W_ref;
float R = 0.08*W_ref;
///////////////////////////////////////////////////////////////////////////////////////////
//
// More specific style set, opening input files etc
gStyle->SetOptStat(0); ///to avoid the stat. on the plots
char tempname[200];
char xtitlename[200];
char ytitlename[200];
if(sample.find("stack")==string::npos)sprintf(tempname,"TauHad/GenInfo_HadTauEstimation_%s.root",sample.c_str());
else sprintf(tempname,"TauHad/Stack/GenInfo_HadTauEstimation_%s.root",sample.c_str());
//cout << "warning:\n Warning \n \n using elog195 for pre and exp \n \n ";
TFile * GenFile = new TFile(tempname,"R");
sprintf(tempname,"TauHad2/Elog378_HadTauEstimation_data_SingleMuon_v15cd_.root");
TFile * EstFile = new TFile(tempname,"R");
//
// Define legend
//
Float_t legendX1 = .55; //.50;
Float_t legendX2 = .85; //.70;
Float_t legendY1 = .75; //.65;
Float_t legendY2 = .90;
TLegend* catLeg1 = new TLegend(legendX1,legendY1,legendX2,legendY2);
catLeg1->SetTextSize(0.032);
catLeg1->SetTextFont(42);
catLeg1->SetTextSize(0.042);
catLeg1->SetTextFont(42);
catLeg1->SetFillColor(0);
catLeg1->SetLineColor(0);
catLeg1->SetBorderSize(0);
//
// Define canvas
//
TCanvas *canvas = new TCanvas("canvas","canvas",10,10,W,H);
canvas->SetFillColor(0);
canvas->SetBorderMode(0);
canvas->SetFrameFillStyle(0);
canvas->SetFrameBorderMode(0);
canvas->SetLeftMargin( L/W );
canvas->SetRightMargin( R/W );
canvas->SetRightMargin( 0.2 );
canvas->SetTopMargin( T/H );
canvas->SetBottomMargin( B/H );
canvas->SetTickx(0);
canvas->SetTicky(0);
canvas->Divide(1, 2);
//
// Define pads
//
TPad* canvas_up = (TPad*) canvas->GetListOfPrimitives()->FindObject("canvas_1");
TPad* canvas_dw = (TPad*) canvas->GetListOfPrimitives()->FindObject("canvas_2");
// define the size
double up_height = 0.8; // please tune so that the upper figures size will meet your requirement
double dw_correction = 1.30; // please tune so that the smaller canvas size will work in your environment
double font_size_dw = 0.1; // please tune the font size parameter for bottom figure
double dw_height = (1. - up_height) * dw_correction;
double dw_height_offset = 0.040; // KH, added to put the bottom one closer to the top panel
// set pad size
canvas_up->SetPad(0., 1 - up_height, 0.97, 1.);
canvas_dw->SetPad(0., dw_height_offset, 0.97, dw_height+dw_height_offset);
canvas_up->SetFrameFillColor(0);
canvas_up->SetFillColor(0);
canvas_dw->SetFillColor(0);
canvas_dw->SetFrameFillColor(0);
canvas_dw->SetBottomMargin(0.25);
// set top margin 0 for bottom figure
canvas_dw->SetTopMargin(0);
// draw top figure
canvas_up->cd();
TH1D * GenHist, * EstHist,* thist;
TH1D * histTemplate;
THStack * tempstack;
double HT_x_max=2500.;
double HT_x_min=400.;
double MHT_x_max=1000.;
double NJet_x_max=15.;
double NBtag_x_max=4.;
double search_x_max=19.;
double search_x_min=1.;
sprintf(tempname,"%s",histname.c_str());
if(sample.find("stacked")!=string::npos){
EstHist=(TH1D*)EstFile->Get(tempname)->Clone();
tempstack=(THStack*)GenFile->Get(tempname)->Clone();
GenHist=(TH1D*) tempstack->GetStack()->Last();
EstHistD=(TH1D*) EstFile->Get(tempname)->Clone();
tempstack=(THStack*)GenFile->Get(tempname)->Clone();
GenHistD=(TH1D*) tempstack->GetStack()->Last();
}
else{
EstHist=(TH1D*) EstFile->Get(tempname)->Clone();
GenHist=(TH1D*) GenFile->Get(tempname)->Clone();
EstHistD=(TH1D*) EstFile->Get(tempname)->Clone();
GenHistD=(TH1D*) GenFile->Get(tempname)->Clone();
}
GenHist->SetLineColor(2);
EstHist->SetLineColor(4);
//GenHist->GetXaxis()->SetLabelFont(42);
//GenHist->GetXaxis()->SetLabelOffset(0.007);
//GenHist->GetXaxis()->SetLabelSize(0.04);
GenHist->GetXaxis()->SetTitleSize(0.05);
GenHist->GetXaxis()->SetTitleOffset(0.9);
GenHist->GetXaxis()->SetTitleFont(42);
//GenHist->GetYaxis()->SetLabelFont(42);
//GenHist->GetYaxis()->SetLabelOffset(0.007);
//GenHist->GetYaxis()->SetLabelSize(0.04);
GenHist->GetYaxis()->SetTitleSize(0.05);
GenHist->GetYaxis()->SetTitleOffset(1.25);
GenHist->GetYaxis()->SetTitleFont(42);
//EstHist->GetXaxis()->SetLabelFont(42);
//EstHist->GetXaxis()->SetLabelOffset(0.007);
//EstHist->GetXaxis()->SetLabelSize(0.04);
EstHist->GetXaxis()->SetTitleSize(0.05);
EstHist->GetXaxis()->SetTitleOffset(0.9);
EstHist->GetXaxis()->SetTitleFont(42);
//EstHist->GetYaxis()->SetLabelFont(42);
//EstHist->GetYaxis()->SetLabelOffset(0.007);
//EstHist->GetYaxis()->SetLabelSize(0.04);
EstHist->GetYaxis()->SetTitleSize(0.05);
EstHist->GetYaxis()->SetTitleOffset(1.25);
EstHist->GetYaxis()->SetTitleFont(42);
sprintf(xtitlename,"search bins");
sprintf(ytitlename,"Events");
gPad->SetLogy();
GenHist->SetMaximum(200000);
GenHist->SetMinimum(0.1);
GenHist->GetXaxis()->SetRangeUser(search_x_min,search_x_max);
GenHist->SetFillStyle(3004);
GenHist->SetFillColor(kGreen-3);
GenHist->SetTitle("");
GenHist->Draw("e2");
//KH GenHist->Draw("same");
EstHist->Draw("same");
TH1D * GenHist_Clone = static_cast<TH1D*>(GenHist->Clone("denominator"));
sprintf(tempname,"#tau_{hadronic} BG");
catLeg1->AddEntry(GenHist,tempname,"l");
sprintf(tempname,"Data");
catLeg1->AddEntry(EstHist,tempname,"l");
GenHist->GetXaxis()->SetTitle(xtitlename);
GenHist->GetYaxis()->SetTitle(ytitlename);
catLeg1->Draw();
TText * ttext = new TText(10. , 1700. , "4 fb-1");
// ttext->Draw();
//
// Bottom ratio plot
//
// ----------
if(choice==0){
//KH -- flip the numerator and denominator
EstHistD->Divide(GenHistD);
// draw bottom figure
canvas_dw->cd();
// font size
EstHistD->GetXaxis()->SetLabelSize(font_size_dw);
EstHistD->GetXaxis()->SetTitleSize(font_size_dw);
EstHistD->GetYaxis()->SetLabelSize(font_size_dw);
EstHistD->GetYaxis()->SetTitleSize(font_size_dw);
//
// Common to all bottom plots
//
sprintf(ytitlename,"Estimate / #tau_{had} BG");
EstHistD->SetMaximum(2.65);
EstHistD->SetMinimum(0.0);
//
// Specific to each bottom plot
//
sprintf(xtitlename,"search bin");
EstHistD->GetXaxis()->SetRangeUser(search_x_min,search_x_max);
TLine *tline = new TLine(search_x_min,1.,search_x_max,1.);
// Setting style
//EstHistD->SetMaximum(1.4);
//EstHistD->GetXaxis()->SetLabelFont(42);
//EstHistD->GetXaxis()->SetLabelOffset(0.007);
//EstHistD->GetXaxis()->SetLabelSize(0.04);
EstHistD->GetXaxis()->SetTitleSize(0.12);
EstHistD->GetXaxis()->SetTitleOffset(0.9);
EstHistD->GetXaxis()->SetTitleFont(42);
//EstHistD->GetYaxis()->SetLabelFont(42);
//EstHistD->GetYaxis()->SetLabelOffset(0.007);
//EstHistD->GetYaxis()->SetLabelSize(0.04);
EstHistD->GetYaxis()->SetTitleSize(0.13);
EstHistD->GetYaxis()->SetTitleOffset(0.5);
EstHistD->GetYaxis()->SetTitleFont(42);
EstHistD->GetXaxis()->SetTitle(xtitlename);
EstHistD->GetYaxis()->SetTitle(ytitlename);
EstHistD->SetTitle("");
EstHistD->Draw();
tline->SetLineStyle(2);
tline->Draw();
}
if(choice==1){
/*
TH1D * denominator = static_cast<TH1D*>(EstHist->Clone("denominator"));
EstHistD->Add(GenHistD,-1);
denominator->Divide(EstHistD,GenHistD,1,1,"");
*/
TH1D * denominator = static_cast<TH1D*>(EstHist->Clone("denominator"));
//EstHistD->Add(GenHistD,-1);
denominator->Divide(GenHistD,EstHistD,1,1,"");
// draw bottom figure
canvas_dw->cd();
// font size
denominator->GetXaxis()->SetLabelSize(font_size_dw);
denominator->GetXaxis()->SetTitleSize(font_size_dw);
denominator->GetYaxis()->SetLabelSize(font_size_dw);
denominator->GetYaxis()->SetTitleSize(font_size_dw);
TLine *tline = new TLine(search_x_min,1.,search_x_max,1.);
//
// Common to all bottom plots
//
//sprintf(ytitlename,"#frac{Estimate - #tau_{had} BG}{#tau_{had} BG} ");
sprintf(ytitlename,"#frac{Expectation}{Prediction} ");
denominator->SetMaximum(2.65);
denominator->SetMinimum(0.0);
//
// Specific to each bottom plot
//
// Setting style
//denominator->SetMaximum(1.4);
//denominator->GetXaxis()->SetLabelFont(42);
//denominator->GetXaxis()->SetLabelOffset(0.007);
//denominator->GetXaxis()->SetLabelSize(0.04);
denominator->GetXaxis()->SetTitleSize(0.12);
denominator->GetXaxis()->SetTitleOffset(0.9);
denominator->GetXaxis()->SetTitleFont(42);
//denominator->GetYaxis()->SetLabelFont(42);
//denominator->GetYaxis()->SetLabelOffset(0.007);
//denominator->GetYaxis()->SetLabelSize(0.04);
denominator->GetYaxis()->SetTitleSize(0.13);
denominator->GetYaxis()->SetTitleOffset(0.5);
denominator->GetYaxis()->SetTitleFont(42);
denominator->GetXaxis()->SetTitle(xtitlename);
denominator->GetYaxis()->SetTitle(ytitlename);
denominator->SetTitle("");
denominator->Draw();
tline->SetLineStyle(2);
tline->Draw();
}
sprintf(tempname,"%s_SearchBin_Plot.png",sample.c_str());
canvas->Print(tempname);
}
void kees_gen() {
gROOT->SetStyle("HALLA");
TCanvas *cn = new TCanvas("cn");
cn->Draw();
cn->UseCurrentStyle();
TH1F *frm = new TH1F("frm","",100,0.,10.);
frm->GetXaxis()->SetTitle("Q^{2} [GeV^{2}]");
frm->GetYaxis()->SetTitle("G_{E}^{n}");
frm->SetMinimum(-.02);
frm->SetMaximum(0.1);
frm->UseCurrentStyle();
frm->Draw();
frm->SetAxisRange(0.,5.,"X");
TF1 *genf = new TF1("genf",genff,1.,10.,1);
genf->SetLineColor(2);
genf->SetLineStyle(2);
genf->SetParameter(0,1.);
genf->SetParameter(1,.3);
genf->SetParameter(0,-0.632);
// match to Madey point just below 1.5
// genf->SetParameter(0,.0411/genf->Eval(1.45));
TMultiGraph* mgrDta = new TMultiGraph("Data","G_{E}^{n}");
TLegend *legDta = new TLegend(.54,.6,.875,.90,"","brNDC");
TMultiGraph* wgr = mgrDta;
TLegend *wlg = legDta;
// the data
legDta->SetBorderSize(0); // turn off border
legDta->SetFillStyle(0);
datafile_t *f = datafiles;
TGraph* gr=0;
while ( f && f->filename ) {
gr=OneGraph(f);
if (gr) {
if (f->lnpt) {
mgrDta->Add(gr,f->lnpt);
legDta->AddEntry(gr,f->label,f->lnpt);
}
else if (gr->GetMarkerStyle()>=20) {
mgrDta->Add(gr,"p");
legDta->AddEntry(gr,f->label,"p");
}
else {
mgrDta->Add(gr,"l");
legDta->AddEntry(gr,f->label,"l");
}
}
f++;
}
mgrDta->Draw("p");
// legDta->Draw(); don't draw the data legend
TMultiGraph* mgrThry = new TMultiGraph("Theory","G_{E}^{n}");
TLegend *legThry = new TLegend(.54,.6,.875,.9,"","brNDC");
wgr = mgrThry;
wlg = legThry;
// the theory
wlg->SetBorderSize(0); // turn off border
wlg->SetFillStyle(0);
f = theoryfiles1;
gr=0;
while ( f && f->filename ) {
gr=OneGraph(f);
if (gr) {
TGraphAsymmErrors *egr = dynamic_cast<TGraphAsymmErrors*>(gr);
if (egr && egr->GetN()>1 && egr->GetEYhigh() && egr->GetEYhigh()[1]>0) {
gr = toerror_band(egr);
gr->SetFillStyle(3000+f->style);
}
if (f->lnpt) {
wgr->Add(gr,f->lnpt);
wlg->AddEntry(gr,f->label,f->lnpt);
}
else if (gr->GetMarkerStyle()>=20) {
wgr->Add(gr,"p");
wlg->AddEntry(gr,f->label,"p");
}
else {
wgr->Add(gr,"l");
wlg->AddEntry(gr,f->label,"l");
}
}
f++;
}
genf->Draw("same");
mgrThry->Draw("c");
legThry->AddEntry(genf,"F_{2}/F_{1} #propto ln^{2}(Q^{2}/#Lambda^{2})/Q^{2}","l");
legThry->Draw();
// draw a line at 1
cn->Modified();
cn->Update();
cn->SaveAs(Form("%s.eps",psfile));
cn->SaveAs(Form("%s.root",psfile));
gSystem->Exec(Form("./replace_symbols.pl %s.eps",psfile));
// now an overlay, hopefully matching dimensions
// remove everything but the graph
cn->Update();
TList *clist = cn->GetListOfPrimitives();
TFrame* frame = cn->GetFrame();
for (int i=0; i<clist->GetSize(); ) {
if (clist->At(i) != frame) {
clist->RemoveAt(i);
} else i++;
}
// draw markers in the corners
TMarker *mkr = new TMarker(frame->GetX1(),frame->GetY1(),2);
mkr->Draw();
mkr = new TMarker(frame->GetX2(),frame->GetY1(),2);
mkr->Draw();
mkr = new TMarker(frame->GetX1(),frame->GetY2(),2);
mkr->Draw();
mkr = new TMarker(frame->GetX2(),frame->GetY2(),2);
mkr->Draw();
frame->SetLineColor(10);
cn->Update();
datafile_t miller = { "figure_input/Miller/lattice.GEn.rtf","Miller",
"[0]","[1]","[1]-[3]","[2]-[1]",0,0,1,3,"F" };
gr = OneGraph(&miller);
TGraphAsymmErrors* egr = dynamic_cast<TGraphAsymmErrors*>(gr);
if (egr && egr->GetEYhigh() && egr->GetEYhigh()[egr->GetN()/2]>0) {
gr = toerror_band(egr);
gr->SetLineStyle(1);
gr->SetFillColor(gr->GetLineColor());
gr->SetFillStyle(3000+miller.style);
}
gr->Draw("F");
cn->Update();
cn->SaveAs("gen_Miller_Overlay.eps");
cn->SaveAs("gen_Miller_Overlay.root");
}
void q4gep_jan2009() {
gROOT->SetStyle("HALLA");
TCanvas *cn = new TCanvas("cn");
cn->Draw();
TH1F *frm = new TH1F("frm","",100,0.,15.);
#ifndef DIFF_LAB
frm->GetXaxis()->SetTitle("Q^{2} [GeV^{2}]");
#endif
#ifdef DIFF_LAB
frm->GetXaxis()->SetTitle("Q^{2} in GeV^{2}");
#endif
frm->GetXaxis()->CenterTitle();
#ifndef DIFF_LAB
frm->GetYaxis()->SetTitle("Q^{4} G_{E}^{p}");
#endif
#ifdef DIFF_LAB
frm->GetYaxis()->SetTitle("#muG_{Ep}/G_{Mp}");
#endif
frm->GetYaxis()->CenterTitle();
frm->SetMinimum(-0.1);
frm->SetMaximum(0.4);
frm->UseCurrentStyle();
frm->Draw();
TF1 *ff = new TF1("ff",fff,1.,10.,1.);
ff->SetLineColor(2);
ff->SetLineStyle(2);
ff->SetParameter(0,1.);
ff->SetParameter(1,.3);
// match to Gayou point at 5.54 GeV^2
ff->SetParameter(0,.1035);
TMultiGraph* mgrDta = new TMultiGraph("Data","#frac{#mu_{p}G_{E}^{p}}{G_{M}^{p}}");
//TLegend *legDta = new TLegend(.58,.565,.875,.9,"","brNDC");
TLegend *legDta = new TLegend(.648,.682,.945,.900,"","brNDC");
TMultiGraph* wgr = mgrDta;
TLegend *wlg = legDta;
// the data
legDta->SetBorderSize(0); // turn off border
legDta->SetFillStyle(0);
datafile_t *f = datafiles;
TGraph* gr=0;
TGraph* ogr=0;
while ( f && f->filename ) {
ogr=OneGraph(f);
if (ogr) {
gr = fromGEpGMptoQ4GEp(ogr);
gr->SetLineWidth(2);
if (f->lnpt) {
mgrDta->Add(gr,f->lnpt);
legDta->AddEntry(gr,f->label,f->lnpt);
}
else if (gr->GetMarkerStyle()>=20) {
mgrDta->Add(gr,"p");
legDta->AddEntry(gr,f->label,"p");
}
else {
mgrDta->Add(gr,"l");
legDta->AddEntry(gr,f->label,"l");
}
}
f++;
}
mgrDta->Draw("p");
legDta->Draw();// don't draw the data legend
TMultiGraph* mgrThry = new TMultiGraph("Theory","#frac{#mu_{p}G_{E}^{p}}{G_{M}^{p}}");
// TLegend *legThry = new TLegend(.585,.6,.9,.9,"","brNDC");
TLegend *legThry = new TLegend(.335,.689,.649,.911,"","brNDC");
wgr = mgrThry;
wlg = legThry;
// the theory
wlg->SetBorderSize(0); // turn off border
wlg->SetFillStyle(0);
f = theoryfiles1;
ogr=0;
while ( f && f->filename ) {
ogr=OneGraph(f);
if (ogr) {
gr = fromGEpGMptoQ4GEp(ogr);
TGraphAsymmErrors *egr = dynamic_cast<TGraphAsymmErrors*>(gr);
if (egr && egr->GetEYhigh() && egr->GetEYhigh()[0]>0) {
gr = toerror_band(egr);
gr->SetFillStyle(3000+f->style);
}
gr->SetLineWidth(2);
if (f->lnpt) {
wgr->Add(gr,f->lnpt);
if( f->label[0] != 'x' ){
wlg->AddEntry(gr,f->label,f->lnpt);
}
}
else if (gr->GetMarkerStyle()>=20) {
wgr->Add(gr,"p");
if( f->label[0] != 'x' ){
wlg->AddEntry(gr,f->label,"p");
}
}
else {
wgr->Add(gr,"l");
if( f->label[0] != 'x' ){
wlg->AddEntry(gr,f->label,"l");
}
}
}
f++;
}
mgrThry->Draw("c");
#ifdef PQCD
ff->Draw("same");
legThry->AddEntry(ff,"F2/F1 #propto ln^{2}(Q^{2}/#Lambda^{2})/Q^{2}","l");
#endif// PQCD
legThry->Draw();
cn->Modified();
cn->Update();
TFrame* frame = gPad->GetFrame();
// draw a line at 1
TLine *line1 = new TLine(frame->GetX1(),1.,frame->GetX2(),1.);
line1->SetLineStyle(1);
line1->Draw();
return;
cn->Update();
cn->SaveAs(Form("%s.eps",psfile));
cn->SaveAs(Form("%s.root",psfile));
gSystem->Exec(Form("./replace_symbols.pl %s.eps",psfile));
// now an overlay, hopefully matching dimensions
// remove everything except the frame
cn->Update();
TList *clist = cn->GetListOfPrimitives();
frame = cn->GetFrame();
for (int i=0; i<clist->GetSize(); ) {
if (clist->At(i) != frame) {
clist->RemoveAt(i);
} else i++;
}
// draw markers in the corners
TMarker *mkr = new TMarker(frame->GetX1(),frame->GetY1(),2);
mkr->Draw();
mkr = new TMarker(frame->GetX2(),frame->GetY1(),2);
mkr->Draw();
mkr = new TMarker(frame->GetX1(),frame->GetY2(),2);
mkr->Draw();
mkr = new TMarker(frame->GetX2(),frame->GetY2(),2);
mkr->Draw();
frame->SetLineColor(10);
{
datafile_t goeckeler = { "figure_input/Goeckeler/goeckeler.dat","Goeckeler",
"[0]","[1]","[1]-[2]","[3]-[1]",0,0,1,4,"F" };
gr = OneGraph(&goeckeler);
TGraphAsymmErrors *egr = dynamic_cast<TGraphAsymmErrors*>(gr);
if (egr && egr->GetEYhigh() && egr->GetEYhigh()[egr->GetN()/2]>0) {
gr = toerror_band(egr);
gr->SetLineStyle(1);
gr->SetFillColor(gr->GetLineColor());
gr->SetFillStyle(3000+goeckeler.style);
}
gr->Draw("F");
cn->Update();
cn->SaveAs("mup_gep_gmp_goeckeler_Overlay.eps");
cn->SaveAs("mup_gep_gmp_goeckeler_Overlay.root");
// remove Goeckeler curve from plot
clist->Remove(gr);
}
{
datafile_t miller = { "figure_input/Miller/lattice.GEp_GMp.rtf","Miller",
"[0]","[1]","[1]-[3]","[2]-[1]",0,0,1,3,"F" };
gr = OneGraph(&miller);
TGraphAsymmErrors* egr = dynamic_cast<TGraphAsymmErrors*>(gr);
if (egr && egr->GetEYhigh() && egr->GetEYhigh()[egr->GetN()/2]>0) {
gr = toerror_band(egr);
gr->SetLineStyle(1);
gr->SetFillColor(gr->GetLineColor());
gr->SetFillStyle(3000+miller.style);
}
gr->Draw("F");
cn->Update();
cn->SaveAs("mup_gep_gmp_Miller_Overlay.eps");
cn->SaveAs("mup_gep_gmp_Miller_Overlay.root");
clist->Remove(gr);
}
{
datafile_t zanotti = { "figure_input/Zanotti/zanotti_gepgmp.dat","Zanotti",
"[0]","[1]","[1]-[2]","[3]-[1]",0,0,1,6,"F" };
gr = OneGraph(&zanotti);
TGraphAsymmErrors* egr = dynamic_cast<TGraphAsymmErrors*>(gr);
if (egr && egr->GetEYhigh() && egr->GetEYhigh()[egr->GetN()/2]>0) {
gr = toerror_band(egr);
gr->SetLineStyle(1);
gr->SetFillColor(gr->GetLineColor());
gr->SetFillStyle(3000+zanotti.style);
}
gr->Draw("F");
cn->Update();
cn->SaveAs("mup_gep_gmp_Zanotti_Overlay.eps");
cn->SaveAs("mup_gep_gmp_Zanotti_Overlay.root");
clist->Remove(gr);
}
}
void slopetest(){
string dist = "maos210";
double nevts = 2*50000.0;
string dim = "mt";
double p1=0, p2=0, p3=0;
double dx = 0;
double eps = 0.2;
if( dim == "mt" ){
p1 = 172.0; p2 = 172.5, p3 = 173.0;
//p1 = 172.5; p2 = 173, p3 = 173.5;
//p1 = 166.0; p2 = 166.5, p3 = 167.0;
//p1 = 178.0; p2 = 178.5, p3 = 179.0;
}
if( dim == "jes" ){
p1 = 0.999; p2 = 1.000, p3 = 1.001;
}
if( dist == "mbl" ){
dx = 2.8;
}
if( dist == "mt2_221" ){
dx = 1.9;
}
TFile *f = new TFile("../results/plotsTemplates.root");
TDirectory *d = (TDirectory*)f->Get((dim+"shape_"+dist+"_gp").c_str());
/*
TCanvas *ctemp = (TCanvas*)f->Get(("c_"+dist+"_gp_signal_JSF1000").c_str());
TH1 *h = (TH1*)(ctemp->GetListOfPrimitives()->At(1));
dx = h->GetBinWidth(1);
delete ctemp;
*/
dx = 10;
TGraph *gslope = new TGraph();
TGraph *gint = new TGraph();
double sig = 0;
double d2sig = 0;
TIter nextkey(d->GetListOfKeys());
TKey *key;
while( (key = (TKey*)nextkey()) ){
string name = key->GetName();
string classname = key->GetClassName();
TCanvas *c = (TCanvas*)d->Get(name.c_str());
TGraph *g = (TGraph*)(c->GetListOfPrimitives()->At(1));
double y1=0, y2=0;
double ycent = 0;
for(int i=0; i < g->GetN(); i++){
double x=0, y=0;
g->GetPoint(i, x, y);
if( x == p1 ) y1 = y;
if( x == p2 ) ycent = y;
if( x == p3 ) y2 = y;
}
double slope = y2-y1;
string sbin = name;
string ntemp = "c"+dist+"_gp";
sbin.erase(sbin.begin(), sbin.begin()+ntemp.length());
if( dist == "mt2_221" ) sbin.erase(sbin.end(), sbin.end()+1);
double dbin = atof(sbin.c_str());
double integrand = slope*slope/ycent;
gint->SetPoint(gint->GetN(), dbin, integrand);
gslope->SetPoint(gslope->GetN(), dbin, slope);
sig += slope*slope*eps*eps*-0.5*dx/ycent;
d2sig += integrand*dx;
}
cout << "Projected S(" << eps << ") = " << sig-2.0*nevts << endl;
cout << "Projected sigma = " << sqrt(1.0/(d2sig*nevts)) << endl;
TCanvas *c1 = new TCanvas();
gslope->SetLineWidth(2);
gslope->GetXaxis()->SetTitle("(GeV)");
gslope->GetXaxis()->SetTitleSize(0.05);
gslope->GetXaxis()->SetTitleOffset(0.8);
gslope->Draw("AC");
TCanvas *c2 = new TCanvas();
gint->SetLineWidth(2);
gint->GetXaxis()->SetTitle("(GeV)");
gint->GetXaxis()->SetTitleSize(0.05);
gint->GetXaxis()->SetTitleOffset(0.8);
gint->Draw("AC");
return;
}
void q4gmn_jan2009() {
gROOT->SetStyle("HALLA");
TCanvas *cn = new TCanvas("cn");
cn->Draw();
// TH1F *frm = new TH1F("frm","",100,0.,5.5);
TH1F *frm = new TH1F("frm","",100,0.,20.);
frm->GetXaxis()->SetTitle("Q^{2} [GeV^{2}]");
frm->GetXaxis()->CenterTitle();
frm->GetYaxis()->SetTitle("Q^{4} G_{M}^{n}/#mu_{n}");
frm->GetYaxis()->CenterTitle();
frm->SetMinimum(0.0);
frm->SetMaximum(0.6);
frm->UseCurrentStyle();
frm->Draw();
TMultiGraph* mgrDta = new TMultiGraph("Data","G_{M}^{n}/#mu_{n}G_{D}");
TLegend *legDta = new TLegend(0.5029,.2076,.9095,.3877,"","brNDC");
TMultiGraph* wgr = mgrDta;
TLegend *wlg = legDta;
// the data
legDta->SetBorderSize(0); // turn off border
legDta->SetFillStyle(0);
datafile_t *f = datafiles;
TGraph* gr=0;
TGraph* ogr=0;
while ( f && f->filename ) {
ogr=OneGraph(f);
if (ogr) {
gr = fromGMnGDtoQ4GMn(ogr);
if (f->lnpt) {
mgrDta->Add(gr,f->lnpt);
legDta->AddEntry(gr,f->label,f->lnpt);
}
else if (gr->GetMarkerStyle()>=20) {
mgrDta->Add(gr,"p");
legDta->AddEntry(gr,f->label,"p");
}
else {
mgrDta->Add(gr,"l");
legDta->AddEntry(gr,f->label,"l");
}
}
f++;
}
mgrDta->Draw("p");
legDta->Draw(); // don't draw the data legend
TMultiGraph* mgrThry = new TMultiGraph("Theory","");
TLegend *legThry = new TLegend(0.1868,.1949,.5287,.3432,"","brNDC");
wgr = mgrThry;
wlg = legThry;
// the theory
wlg->SetBorderSize(0); // turn off border
wlg->SetFillStyle(0);
f = theoryfiles1;
ogr=0;
while ( f && f->filename ) {
ogr=OneGraph(f);
if (ogr) {
gr = fromGMnGDtoQ4GMn(ogr);
TGraphAsymmErrors *egr = dynamic_cast<TGraphAsymmErrors*>(gr);
if (egr && egr->GetEYhigh() && egr->GetEYhigh()[0]>0) {
gr = toerror_band(egr);
gr->SetFillStyle(3000+f->style);
}
gr->SetLineWidth(2);
if (f->lnpt) {
wgr->Add(gr,f->lnpt);
wlg->AddEntry(gr,f->label,f->lnpt);
}
else if (gr->GetMarkerStyle()>=20) {
wgr->Add(gr,"p");
wlg->AddEntry(gr,f->label,"p");
}
else {
wgr->Add(gr,"l");
wlg->AddEntry(gr,f->label,"l");
}
}
f++;
}
mgrThry->Draw("c");
legThry->Draw();
// draw a line at 1
cn->Modified();
cn->Update();
TFrame* frame = gPad->GetFrame();
TLine *line1 = new TLine(frame->GetX1(),1.,frame->GetX2(),1.);
line1->SetLineStyle(1);
line1->Draw();
cn->Update();
cn->SaveAs(Form("%s.eps",psfile));
cn->SaveAs(Form("%s.root",psfile));
gSystem->Exec(Form("./replace_symbols.pl %s.eps",psfile));
return;
// remove everything but the graph
cn->Update();
TList *clist = cn->GetListOfPrimitives();
frame = cn->GetFrame();
for (int i=0; i<clist->GetSize(); ) {
if (clist->At(i) != frame) {
clist->RemoveAt(i);
} else i++;
}
// draw markers in the corners
TMarker *mkr = new TMarker(frame->GetX1(),frame->GetY1(),2);
mkr->Draw();
mkr = new TMarker(frame->GetX2(),frame->GetY1(),2);
mkr->Draw();
mkr = new TMarker(frame->GetX1(),frame->GetY2(),2);
mkr->Draw();
mkr = new TMarker(frame->GetX2(),frame->GetY2(),2);
mkr->Draw();
frame->SetLineColor(10);
cn->Update();
{
datafile_t miller = { "figure_input/Miller/lattice.GMn.rtf","Miller",
"[0]","[1]/(-1.91)*(1+[0]/.71)*(1+[0]/.71)",
"([3]-[1])/(-1.91)*(1+[0]/.71)*(1+[0]/.71)",
"([1]-[2])/(-1.91)*(1+[0]/.71)*(1+[0]/.71)",
0,0,1,3,"F" };
gr = OneGraph(&miller);
TGraphAsymmErrors* egr = dynamic_cast<TGraphAsymmErrors*>(gr);
if (egr && egr->GetEYhigh() && egr->GetEYhigh()[egr->GetN()/2]>0) {
gr = toerror_band(egr);
gr->SetLineStyle(1);
gr->SetFillColor(gr->GetLineColor());
gr->SetFillStyle(3000+miller.style);
}
gr->Draw("F");
cn->Update();
cn->SaveAs("gmngd_Miller_Overlay.eps");
cn->SaveAs("gmngd_Miller_Overlay.root");
clist->Remove(gr);
}
{
datafile_t miller_spl = { "figure_input/Miller/lattice.GMn.spl3","Miller",
"[0]","[1]/(-1.91)*(1+[0]/.71)*(1+[0]/.71)",
"([3]-[1])/(-1.91)*(1+[0]/.71)*(1+[0]/.71)",
"([1]-[2])/(-1.91)*(1+[0]/.71)*(1+[0]/.71)",
0,0,1,3,"F" };
gr = OneGraph(&miller_spl);
TGraphAsymmErrors* egr = dynamic_cast<TGraphAsymmErrors*>(gr);
if (egr && egr->GetEYhigh() && egr->GetEYhigh()[egr->GetN()/2]>0) {
gr = toerror_band(egr);
gr->SetLineStyle(1);
gr->SetFillColor(gr->GetLineColor());
gr->SetFillStyle(3000+miller_spl.style);
}
gr->Draw("F");
cn->Update();
cn->SaveAs("gmngd_Miller_Overlay_spl.eps");
cn->SaveAs("gmngd_Miller_Overlay_spl.root");
clist->Remove(gr);
}
}
void geugd_riordan() {
gROOT->SetStyle("HALLA");
TCanvas *cn = new TCanvas("cn");
cn->Draw();
cn->UseCurrentStyle();
TH1F *frm = new TH1F("frm","",100,0.,12.);
frm->GetXaxis()->SetTitle("Q^{2} [GeV^{2}]");
frm->GetXaxis()->CenterTitle();
frm->GetYaxis()->SetTitle("G_{E}^{u}/G_{D}");
frm->GetYaxis()->CenterTitle();
frm->SetMinimum(.40);
frm->SetMaximum(2.4);
//frm->SetMaximum(0.3);
frm->UseCurrentStyle();
frm->Draw();
frm->SetAxisRange(0.10,12.,"X");
TF1* galster = new TF1("galster",
"x/(4.*0.938*.938)*1.91/(1.+x/.71)^2/(1.+5.6*x/(4.*.938*.938))",
0.,4.);
galster->SetLineColor(kBlack);
galster->SetLineStyle(kBlack);
galster->SetLineWidth(2);
TF1* gen0 = new TF1("gen0", f1dugen0, 0.,12.);
gen0->SetLineColor(kBlack);
gen0->SetLineStyle(kBlack);
gen0->SetLineWidth(1);
TF1 *genf = new TF1("genf",genff,1.,10.,1);
genf->SetLineColor(kBlue);
genf->SetLineStyle(1);
genf->SetParameter(0,1.);
// match to Madey point just below 1.5
// genf->SetParameter(0,.0411/genf->Eval(1.45));
// genf->SetParameter(0,-0.558645);
genf->SetParameter(0,-0.182645);
TF1 *roberts_curve = new TF1("roberts",roberts_gen,0.035,12.344,1);
roberts_curve->SetLineColor(kRed);
roberts_curve->SetLineStyle(9);
TF1 *ourfit = new TF1("ourfit",gen_ourfit,0.,10.,0);
ourfit->SetLineColor(kBlue);
ourfit->SetLineStyle(0);
/*
TF1 *bbba05 = new TF1("BBBA05",gen_bbba05,0.,10.,0);
bbba05->SetLineColor(kGreen);
bbba05->SetLineStyle(3);
*/
// TF1 *lomon = new TF1("Lomon",Lomon_GEn,0.,10.,0);
// lomon->SetLineColor(7);
// lomon->SetLineStyle(4);
TMultiGraph* mgrDta = new TMultiGraph("Data","G_{E}^{n}");
//TLegend *legDta = new TLegend(.3448,.6123,.6810,.9110,"","brNDC");
TLegend *legDta = new TLegend(.6020,.4004,.9382,.9089,"","brNDC");
TMultiGraph* wgr = mgrDta;
TLegend *wlg = legDta;
// the data
legDta->SetBorderSize(0); // turn off border
legDta->SetFillStyle(0);
datafile_t *f = datafiles;
TGraph* gr=0;
TGraph* ogr=0;
while ( f && f->filename ) {
ogr=OneGraph(f);
if (ogr) {
gr = fromGEntransform(ogr);
gr->SetLineStyle(0);
if (f->lnpt) {
mgrDta->Add(gr,f->lnpt);
if( f->label[0] != 'x' )
legDta->AddEntry(gr,f->label,f->lnpt);
}
mgrDta->Add(gr,"p");
if( f->label[0] != 'x' )
legDta->AddEntry(gr,f->label,"p");
/*
else if (gr->GetMarkerStyle()>=20) {
mgrDta->Add(gr,"p");
if( f->label[0] != 'x' )
legDta->AddEntry(gr,f->label,"p");
}
else {
mgrDta->Add(gr,"l");
if( f->label[0] != 'x' )
legDta->AddEntry(gr,f->label,"l");
}
*/
}
f++;
}
mgrDta->Draw("p");
legDta->Draw();
TMultiGraph* mgrThry = new TMultiGraph("Theory","G_{E}^{n}");
// TLegend *legThry = new TLegend(.546,.6208,.8822,.9195,"","brNDC");
// TLegend *legThry = new TLegend(.2055,.7013,.6020,.8893,"","brNDC");
TLegend *legThry = new TLegend(.4267,.8453,.6236,.8962,"","brNDC");
wgr = mgrThry;
wlg = legThry;
// the theory
wlg->SetBorderSize(0); // turn off border
wlg->SetFillStyle(0);
f = theoryfiles1;
gr=0;
Bool_t isfill;
while ( f && f->filename ) {
gr=OneGraph(f);
gr->SetLineWidth(2);
isfill = kFALSE;
if (gr) {
TGraphAsymmErrors *egr = dynamic_cast<TGraphAsymmErrors*>(gr);
if (egr && egr->GetN()>1 && egr->GetEYhigh() && egr->GetEYhigh()[1]>0) {
gr = toerror_band(egr);
gr->SetFillStyle(3000+f->style);
gr->SetFillStyle(1);
gr->SetFillColor(gr->GetLineColor());
isfill = kTRUE;
}
if (f->lnpt) {
wgr->Add(gr,f->lnpt);
if( f->label[0] != 'x' )
wlg->AddEntry(gr,f->label,f->lnpt);
}
else if (gr->GetMarkerStyle()>=20) {
wgr->Add(gr,"p");
if( f->label[0] != 'x' )
wlg->AddEntry(gr,f->label,"p");
}
else {
if( isfill ){
gr->SetLineStyle(0);
wgr->Add(gr,"f");
// wgr->Add( new TGraph(*egr),"l");
if( f->label[0] != 'x' )
wlg->AddEntry(gr,f->label,"lf");
} else {
wgr->Add(gr,"l");
if( f->label[0] != 'x' )
wlg->AddEntry(gr,f->label,"l");
}
}
}
f++;
}
TPaveLabel *prelim = new TPaveLabel( 0.3204, 0.1886, 0.9310, 0.4643, "PRELIMINARY", "NDC" );
prelim->SetTextAngle(0);
TColor *pink = new TColor(300, 1.0, 0.7, 0.7, "pink");
prelim->SetTextColor(300);
prelim->SetFillStyle(0);
prelim->SetBorderSize(0);
#ifdef FAKE_SCHIAVILLA
TGraph *schiagraph = draw_schiavilla();
schiagraph->Draw("F");
schiagraph = draw_schiavilla(1);
schiagraph->Draw("C");
legThry->AddEntry(schiagraph, "d(e,e'd) T_{20} - Schiavilla & Sick", "LF");
#endif
#ifdef PRELIMINARY
prelim->Draw("same");
#endif
TPaveLabel *nofsilab = new TPaveLabel( 0.4569, 0.1674, 0.7514, 0.2415, "No FSI Corrections", "NDC" );
nofsilab->SetFillStyle(0);
nofsilab->SetBorderSize(0);
nofsilab->SetTextColor(kRed);
#ifdef NOFSI
// nofsilab->Draw("same");
#endif
#ifdef PQCD
genf->Draw("same");
#endif
mgrThry->Draw("c");
#ifdef GALSTER
galster->Draw("same");
#endif
// gen0->Draw("same");
#ifdef NEW_ROBERTS
roberts_curve->Draw("same");
#endif
// ourfit->Draw("same");
// bbba05->Draw("same");
//lomon->Draw("same");
// bandi->Draw("same");
#ifdef PQCD
legThry->AddEntry(genf,"F_{2}/F_{1} #propto ln^{2}(Q^{2}/#Lambda^{2})/Q^{2}","l");
#endif
#ifdef GALSTER
legThry->AddEntry(galster,"Galster fit (1971)","l");
#endif
// legThry->AddEntry(gen0,"G_{E}^{n} = 0","l");
#ifdef NEW_ROBERTS
legThry->AddEntry(roberts_curve,"q(qq) Faddeev - I. Cloet, ANL","l");
#endif
// legThry->AddEntry(bbba05,"BBBA05","l");
// legThry->AddEntry(lomon, "Lomon", "l");
// legThry->AddEntry(ourfit, "Our Fit", "l");
legThry->Draw();
legDta->Draw();
mgrDta->Draw("p");
legDta->Draw();
TEllipse *cir1 = new TEllipse(1.31, 0.0, 0.17, 0.0065);
TEllipse *cir2 = new TEllipse(2.4, 0.0, 0.17, 0.0065);
cir1->SetFillStyle(0);
cir2->SetFillStyle(0);
#ifdef PLOTKIN1
cir1->Draw("same");
// cir2->Draw("same");
// TPaveLabel *exacc = new TPaveLabel( 0.3779, 0.2691, 0.5963, 0.3114, "Expected Accuracy", "NDC");
TPaveLabel *exacc = new TPaveLabel( 0.2716, 0.2733, 0.4899, 0.3136, "Expected Accuracy", "NDC");
exacc->SetFillStyle(0);
exacc->SetBorderSize(0);
exacc->Draw("same");
#endif
// draw a line at 1
cn->Modified();
cn->Update();
cn->SaveAs(Form("%s.pdf",psfile));
cn->SaveAs(Form("%s.eps",psfile));
// cn->SaveAs(Form("%s.root",psfile));
// gSystem->Exec(Form("./replace_symbols.pl %s.eps",psfile));
// cn->SaveAs("bogdan_gen.eps");
return; // LEAVING HERE
// now an overlay, hopefully matching dimensions
// remove everything but the graph
cn->Update();
TList *clist = cn->GetListOfPrimitives();
TFrame* frame = cn->GetFrame();
for (int i=0; i<clist->GetSize(); ) {
if (clist->At(i) != frame) {
clist->RemoveAt(i);
} else i++;
}
// draw markers in the corners
TMarker *mkr = new TMarker(frame->GetX1(),frame->GetY1(),2);
mkr->Draw();
mkr = new TMarker(frame->GetX2(),frame->GetY1(),2);
mkr->Draw();
mkr = new TMarker(frame->GetX1(),frame->GetY2(),2);
mkr->Draw();
mkr = new TMarker(frame->GetX2(),frame->GetY2(),2);
mkr->Draw();
frame->SetLineColor(10);
cn->Update();
datafile_t miller = { "figure_input/Miller/lattice.GEn.rtf","Miller",
"[0]","[1]","[1]-[3]","[2]-[1]",0,0,1,3,"F" };
gr = OneGraph(&miller);
TGraphAsymmErrors* egr = dynamic_cast<TGraphAsymmErrors*>(gr);
if (egr && egr->GetEYhigh() && egr->GetEYhigh()[egr->GetN()/2]>0) {
gr = toerror_band(egr);
gr->SetLineStyle(1);
gr->SetFillColor(gr->GetLineColor());
gr->SetFillStyle(3000+miller.style);
}
gr->Draw("F");
cn->Update();
cn->SaveAs("gen_Miller_Overlay.pdf");
cn->SaveAs("gen_Miller_Overlay.root");
}
void plotXY(char* fname){
// input: root file from GBL
gStyle->SetOptStat(0);
Double_t w = 1.2; // number of RMS for gaussian fit
TString filename = fname;
TCanvas *cTop = new TCanvas("cTop","Residuals in lab frame, TOP", 800, 1000);
TCanvas *cBot = new TCanvas("cBot","Residuals in lab frame, BOTTOM",800, 1000);
cTop->SetFillColor(kBlue-10); cTop->SetFillStyle(3001);
cBot->SetFillColor(kMagenta-10); cBot->SetFillStyle(3001);
Double_t halfWid = 38.34/2.;
Double_t halfLen = 98.33/2.;
TBox *module = new TBox(-halfLen, -halfWid, halfLen, halfWid);
module->SetLineColor(kMagenta);
module->SetFillStyle(0);
Int_t ic=0;
TFile *f = new TFile(filename.Data());
// extract string
Int_t idx2 = filename.Index("/");
Int_t idx1 = filename.Index("_");
TString outn = filename(idx1+1,idx2-(idx1+1));
TString outname ="predXY_"; outname += outn.Data(); outname += ".txt";
TString topName ="predXY_"; topName += outn.Data(); topName += "_topO.gif";
TString botName ="predXY_"; botName += outn.Data(); botName += "_botO.gif";
// ofstream outf(outname.Data());
// top
Int_t nrow = 13;
Double_t space = 0.007;
Double_t space1 = 0.03;
Double_t y2 = 1./13*nrow-space1;
Double_t y1 = 1./13*(--nrow)-space1;
TPad *tp1 = new TPad("tp1","tp1",0.33,y1,0.66,y2);
y2 = y1; y1 = 1./13.*(--nrow)-space1;
TPad *tp2 = new TPad("tp2","tp2",0.33,y1,0.66,y2);
y2 = y1-space; y1 = 1./13.*(--nrow)-space1;
TPad *tp3 = new TPad("tp3","tp3",0.33,y1,0.66,y2);
y2 = y1; y1 = 1./13.*(--nrow)-space1;
TPad *tp4 = new TPad("tp4","tp4",0.33,y1,0.66,y2);
y2 = y1-space; y1 = 1./13.*(--nrow)-space1;
TPad *tp5 = new TPad("tp5","tp5",0.33,y1,0.66,y2);
y2 = y1; y1 = 1./13.*(--nrow)-space1;
TPad *tp6 = new TPad("tp6","tp6",0.33,y1,0.66,y2);
y2 = y1-space; y1 = 1./13.*(--nrow)-space1;
Double_t off = 0.12;
off = 0.165;
y1 -= space1; y2 -= space1;
space1 *= 2;
TPad *tp7 = new TPad("tp7","tp7",0.+off,y1,0.33+off,y2);
TPad *tp8 = new TPad("tp8","tp8",0.66-off,y1,1.-off,y2);
y2 = y1; y1 = 1./13.*(--nrow)-space1;
TPad *tp9 = new TPad("tp9","tp9",0.+off,y1,0.33+off,y2);
TPad *tp10 = new TPad("tp10","tp10",0.66-off,y1,1.-off,y2);
y2 = y1-space; y1 = 1./13.*(--nrow)-space1;
TPad *tp11 = new TPad("tp11","tp11",0.+off,y1,0.33+off,y2);
TPad *tp12 = new TPad("tp12","tp12",0.66-off,y1,1.-off,y2);
y2 = y1; y1 = 1./13.*(--nrow)-space1;
TPad *tp13 = new TPad("tp13","tp13",0.+off,y1,0.33+off,y2);
TPad *tp14 = new TPad("tp14","tp14",0.66-off,y1,1.-off,y2);
y2 = y1-space; y1 = 1./13.*(--nrow)-space1;
TPad *tp15 = new TPad("tp15","tp15",0.+off,y1,0.33+off,y2);
TPad *tp16 = new TPad("tp16","tp16",0.66-off,y1,1.-off,y2);
y2 = y1; y1 = 1./13.*(--nrow)-space1;
TPad *tp17 = new TPad("tp17","tp17",0.+off,y1,0.33+off,y2);
TPad *tp18 = new TPad("tp18","tp18",0.66-off,y1,1.-off,y2);
cout << " TOP " << endl;
cTop->cd();
tp1->Draw();
tp2->Draw();
tp3->Draw();
tp4->Draw();
tp5->Draw();
tp6->Draw();
tp7->Draw();
tp8->Draw();
tp9->Draw();
tp10->Draw();
tp11->Draw();
tp12->Draw();
tp13->Draw();
tp14->Draw();
tp15->Draw();
tp16->Draw();
tp17->Draw();
tp18->Draw();
ic = 2;
Int_t ipad=0;
for(Int_t i=1; i<4; i++){
TString hisname = "h_xy_module_L"; hisname += i;
hisname += "t_halfmodule_axial_sensor0";
TString layer = "L"; layer+=i; layer+= "TA";
TH2D *his2 = (TH2D*) f->Get(hisname.Data());
TH1D *his = (TH1D*)his2->ProjectionY();
ipad++;
TString pd = "tp"; pd+=ipad;
TPad *pad = (TPad*) cTop->GetListOfPrimitives()->FindObject(pd.Data());
pad->cd();
Double_t low = his->GetMean()-w*his->GetRMS();
Double_t up = his->GetMean()+w*his->GetRMS();
his->Fit("gaus","Q0","",low,up);
his2->Draw("colz");
module->Draw("same");
TF1 *fit = his->GetFunction("gaus");
// cout << "sensor " << i << " axial mean : " << his->GetMean()*1000. << " - RMS : " << his->GetRMS()*1000. << " (um) " << " " << his->GetEntries() << endl;
// cout << "sensor " << i << " axial mu : " << fit->GetParameter(1)*1000. << " - sigma : " << fit->GetParameter(2)*1000. << " (um) " << endl;
// outf << layer.Data() << " " << fit->GetParameter(1)*1000. << " " << fit->GetParameter(2)*1000. << " " << his->GetEntries() << endl;
hisname = "h_xy_module_L"; hisname += i;
hisname += "t_halfmodule_stereo_sensor0";
layer = "L"; layer+=i; layer+= "TS";
his2 = (TH2D*) f->Get(hisname.Data());
his = (TH1D*)his2->ProjectionY();
ipad++;
pd = "tp"; pd+=ipad;
pad = (TPad*) cTop->GetListOfPrimitives()->FindObject(pd.Data());
pad->cd();
low = his->GetMean()-w*his->GetRMS();
up = his->GetMean()+w*his->GetRMS();
his->Fit("gaus","Q","",low,up); his2->Draw("colz");
module->Draw("same");
fit = his->GetFunction("gaus");
}
// ic = 19;
for(Int_t i=4; i<7; i++){
TString hisname = "h_xy_module_L"; hisname += i;
TString hisname2 = hisname;
hisname += "t_halfmodule_axial_hole_sensor0";
hisname2 += "t_halfmodule_axial_slot_sensor0";
TH2D *hisOther = (TH2D*) f->Get(hisname2.Data());
Double_t norma2 = hisOther->GetMaximum();
TString layer = "L"; layer+=i; layer+= "TAHo";
TH2D *his2 = (TH2D*) f->Get(hisname.Data());
TH1D *his = (TH1D*)his2->ProjectionY();
Double_t norma1 = his2->GetMaximum();
Double_t normamax = TMath::Max(norma1,norma2);
his2->SetMaximum(normamax);
ipad++;
TString pd = "tp"; pd+=ipad;
TPad *pad = (TPad*) cTop->GetListOfPrimitives()->FindObject(pd.Data());
pad->cd();
Double_t low = his->GetMean()-w*his->GetRMS();
Double_t up = his->GetMean()+w*his->GetRMS();
his->Fit("gaus","Q0","",low,up); his2->Draw("colz");
module->Draw("same");
TF1 *fit = his->GetFunction("gaus");
hisname = "h_xy_module_L"; hisname += i;
hisname2 = hisname;
hisname += "t_halfmodule_stereo_hole_sensor0";
hisname2 += "t_halfmodule_stereo_slot_sensor0";
TH2D *hisOther = (TH2D*) f->Get(hisname2.Data());
norma2 = hisOther->GetMaximum();
TString layer = "L"; layer+=i; layer+= "TAHo";
TH2D *his2 = (TH2D*) f->Get(hisname.Data());
TH1D *his = (TH1D*)his2->ProjectionY();
norma1 = his2->GetMaximum();
normamax2 = TMath::Max(norma1,norma2);
his2->SetMaximum(normamax2);
layer = "L"; layer+=i; layer+= "TSHo";
his2 = (TH2D*) f->Get(hisname.Data());
his = (TH1D*)his2->ProjectionY();
ipad++; ipad++;
pd = "tp"; pd+=ipad;
pad = (TPad*) cTop->GetListOfPrimitives()->FindObject(pd.Data());
pad->cd();
low = his->GetMean()-w*his->GetRMS();
up = his->GetMean()+w*his->GetRMS();
his->Fit("gaus","Q0","",low,up); his2->Draw("colz");
module->Draw("same");
fit = his->GetFunction("gaus");
hisname = "h_xy_module_L"; hisname += i;
hisname += "t_halfmodule_axial_slot_sensor0";
layer = "L"; layer+=i; layer+= "TASl";
his2 = (TH2D*) f->Get(hisname.Data());
his2->SetMaximum(normamax);
his = (TH1D*)his2->ProjectionY();
ipad--;
pd = "tp"; pd+=ipad;
pad = (TPad*) cTop->GetListOfPrimitives()->FindObject(pd.Data());
pad->cd();
low = his->GetMean()-w*his->GetRMS();
up = his->GetMean()+w*his->GetRMS();
his->Fit("gaus","Q0","",low,up); his2->Draw("colz");
module->Draw("same");
fit = his->GetFunction("gaus");
hisname = "h_xy_module_L"; hisname += i;
hisname += "t_halfmodule_stereo_slot_sensor0";
layer = "L"; layer+=i; layer+= "TSSl";
his2 = (TH2D*) f->Get(hisname.Data());
his2->SetMaximum(normamax2);
his = (TH1D*)his2->ProjectionY();
ipad++; ipad++;
pd = "tp"; pd+=ipad;
pad = (TPad*) cTop->GetListOfPrimitives()->FindObject(pd.Data());
pad->cd();
low = his->GetMean()-w*his->GetRMS();
up = his->GetMean()+w*his->GetRMS();
his->Fit("gaus","Q0","",low,up); his2->Draw("colz");
module->Draw("same");
fit = his->GetFunction("gaus");
}
cout << endl;
cout << "------------------------" << endl;
cout << endl;
cout << " BOTTOM " << endl;
nrow = 13;
space = 0.007;
space1 = 0.03;
y2 = 1./13*nrow-space1;
y1 = 1./13*(--nrow)-space1;
TPad *bp1 = new TPad("bp1","bp1",0.33,y1,0.66,y2);
y2 = y1; y1 = 1./13.*(--nrow)-space1;
TPad *bp2 = new TPad("bp2","bp2",0.33,y1,0.66,y2);
y2 = y1-space; y1 = 1./13.*(--nrow)-space1;
TPad *bp3 = new TPad("bp3","bp3",0.33,y1,0.66,y2);
y2 = y1; y1 = 1./13.*(--nrow)-space1;
TPad *bp4 = new TPad("bp4","bp4",0.33,y1,0.66,y2);
y2 = y1-space; y1 = 1./13.*(--nrow)-space1;
TPad *bp5 = new TPad("bp5","bp5",0.33,y1,0.66,y2);
y2 = y1; y1 = 1./13.*(--nrow)-space1;
TPad *bp6 = new TPad("bp6","bp6",0.33,y1,0.66,y2);
y2 = y1-space; y1 = 1./13.*(--nrow)-space1;
off = 0.165;
y1 -= space1; y2 -= space1;
space1 *= 2;
TPad *bp7 = new TPad("bp7","bp7",0.+off,y1,0.33+off,y2);
TPad *bp8 = new TPad("bp8","bp8",0.66-off,y1,1.-off,y2);
y2 = y1; y1 = 1./13.*(--nrow)-space1;
TPad *bp9 = new TPad("bp9","bp9",0.+off,y1,0.33+off,y2);
TPad *bp10 = new TPad("bp10","bp10",0.66-off,y1,1.-off,y2);
y2 = y1-space; y1 = 1./13.*(--nrow)-space1;
TPad *bp11 = new TPad("bp11","bp11",0.+off,y1,0.33+off,y2);
TPad *bp12 = new TPad("bp12","bp12",0.66-off,y1,1.-off,y2);
y2 = y1; y1 = 1./13.*(--nrow)-space1;
TPad *bp13 = new TPad("bp13","bp13",0.+off,y1,0.33+off,y2);
TPad *bp14 = new TPad("bp14","bp14",0.66-off,y1,1.-off,y2);
y2 = y1-space; y1 = 1./13.*(--nrow)-space1;
TPad *bp15 = new TPad("bp15","bp15",0.+off,y1,0.33+off,y2);
TPad *bp16 = new TPad("bp16","bp16",0.66-off,y1,1.-off,y2);
y2 = y1; y1 = 1./13.*(--nrow)-space1;
TPad *bp17 = new TPad("bp17","bp17",0.+off,y1,0.33+off,y2);
TPad *bp18 = new TPad("bp18","bp18",0.66-off,y1,1.-off,y2);
cBot->cd();
bp1->Draw();
bp2->Draw();
bp3->Draw();
bp4->Draw();
bp5->Draw();
bp6->Draw();
bp7->Draw();
bp8->Draw();
bp9->Draw();
bp10->Draw();
bp11->Draw();
bp12->Draw();
bp13->Draw();
bp14->Draw();
bp15->Draw();
bp16->Draw();
bp17->Draw();
bp18->Draw();
cBot->cd();
bp1->Draw();
bp2->Draw();
bp3->Draw();
bp4->Draw();
bp5->Draw();
bp6->Draw();
bp7->Draw();
bp8->Draw();
bp9->Draw();
bp10->Draw();
bp11->Draw();
bp12->Draw();
bp13->Draw();
bp14->Draw();
bp15->Draw();
bp16->Draw();
bp17->Draw();
bp18->Draw();
ic=0;
ipad = 0;
for(Int_t i=1; i<4; i++){
TString hisname = "h_xy_module_L"; hisname += i;
TString hisname2 = hisname;
hisname += "b_halfmodule_stereo_sensor0";
hisname2 += "b_halfmodule_axial_sensor0";
TH2D *hisOther = (TH2D*) f->Get(hisname2.Data());
Double_t norma2 = hisOther->GetMaximum();
TString layer = "L"; layer+=i; layer+= "BS";
TH2D *his2 = (TH2D*) f->Get(hisname.Data());
Double_t norma1 = his2->GetMaximum();
Double_t normamax = TMath::Max(norma1,norma2);
// his2->SetMaximum(normamax);
TH1D *his = (TH1D*)his2->ProjectionY();
if(layer.Contains("1")){his->SetFillColor(kRed);}
else if(layer.Contains("2")){his->SetFillColor(kOrange);}
else if(layer.Contains("3")){his->SetFillColor(kYellow);}
else if(layer.Contains("4")){his->SetFillColor(kGreen);}
else if(layer.Contains("5")){his->SetFillColor(kCyan);}
else if(layer.Contains("6")){his->SetFillColor(kBlue);}
if(layer.Contains("A")){his->SetFillStyle(3007);}
else if(layer.Contains("S")){his->SetFillStyle(3004);}
// cBot->cd(++ic);
ipad++;
TString pd = "bp"; pd+=ipad;
TPad *pad = (TPad*) cBot->GetListOfPrimitives()->FindObject(pd.Data());
pad->cd();
Double_t low = his->GetMean()-w*his->GetRMS();
Double_t up = his->GetMean()+w*his->GetRMS();
his->Fit("gaus","Q0","",low,up); his2->Draw("colz");
module->Draw("same");
TF1 *fit = his->GetFunction("gaus");
hisname = "h_xy_module_L"; hisname += i;
hisname += "b_halfmodule_axial_sensor0";
layer = "L"; layer+=i; layer+= "BA";
his2 = (TH2D*) f->Get(hisname.Data());
// his2->SetMaximum(normamax);
his = (TH1D*)his2->ProjectionY();
ipad++;
pd = "bp"; pd+=ipad;
pad = (TPad*) cBot->GetListOfPrimitives()->FindObject(pd.Data());
pad->cd();
low = his->GetMean()-w*his->GetRMS();
up = his->GetMean()+w*his->GetRMS();
his->Fit("gaus","Q0","",low,up); his2->Draw("colz");
module->Draw("same");
fit = his->GetFunction("gaus");
}
for(Int_t i=4; i<7; i++){
TString hisname = "h_xy_module_L"; hisname += i;
TString hisname2 = hisname;
hisname += "b_halfmodule_stereo_hole_sensor0";
hisname2 += "b_halfmodule_stereo_slot_sensor0";
TH2D *hisOther = (TH2D*) f->Get(hisname2.Data());
Double_t norma2 = hisOther->GetMaximum();
TString layer = "L"; layer+=i; layer+= "BSHo";
TH2D *his2 = (TH2D*) f->Get(hisname.Data());
TH1D *his = (TH1D*)his2->ProjectionY();
Double_t norma1 = his2->GetMaximum();
Double_t normamax1 = TMath::Max(norma1,norma2);
his2->SetMaximum(normamax1);
ipad++;
TString pd = "bp"; pd+=ipad;
TPad *pad = (TPad*) cBot->GetListOfPrimitives()->FindObject(pd.Data());
pad->cd();
Double_t low = his->GetMean()-w*his->GetRMS();
Double_t up = his->GetMean()+w*his->GetRMS();
his->Fit("gaus","Q0","",low,up); his2->Draw("colz");
module->Draw("same");
TF1 *fit = his->GetFunction("gaus");
hisname = "h_xy_module_L"; hisname += i;
TString hisname2 = hisname;
hisname += "b_halfmodule_axial_hole_sensor0";
hisname2 += "b_halfmodule_axial_slot_sensor0";
TH2D *hisOther = (TH2D*) f->Get(hisname2.Data());
Double_t norma2 = hisOther->GetMaximum();
TString layer = "L"; layer+=i; layer+= "BAHo";
TH2D *his2 = (TH2D*) f->Get(hisname.Data());
TH1D *his = (TH1D*)his2->ProjectionY();
Double_t norma1 = his2->GetMaximum();
Double_t normamax2 = TMath::Max(norma1,norma2);
his2->SetMaximum(normamax2);
ipad++; ipad++;
pd = "bp"; pd+=ipad;
pad = (TPad*) cBot->GetListOfPrimitives()->FindObject(pd.Data());
pad->cd();
low = his->GetMean()-w*his->GetRMS();
up = his->GetMean()+w*his->GetRMS();
his->Fit("gaus","Q0","",low,up); his2->Draw("colz");
module->Draw("same");
fit = his->GetFunction("gaus");
hisname = "h_xy_module_L"; hisname += i;
hisname += "b_halfmodule_stereo_slot_sensor0";
layer = "L"; layer+=i; layer+= "BSSl";
his2 = (TH2D*) f->Get(hisname.Data());
his2->SetMaximum(normamax1);
his = (TH1D*)his2->ProjectionY();
ipad--;
pd = "bp"; pd+=ipad;
pad = (TPad*) cBot->GetListOfPrimitives()->FindObject(pd.Data());
pad->cd();
low = his->GetMean()-w*his->GetRMS();
up = his->GetMean()+w*his->GetRMS();
his->Fit("gaus","Q0","",low,up); his2->Draw("colz");
module->Draw("same");
fit = his->GetFunction("gaus");
hisname = "h_xy_module_L"; hisname += i;
hisname += "b_halfmodule_axial_slot_sensor0";
layer = "L"; layer+=i; layer+= "BASl";
his2 = (TH2D*) f->Get(hisname.Data());
his2->SetMaximum(normamax2);
his = (TH1D*)his2->ProjectionY();
ipad++; ipad++;
pd = "bp"; pd+=ipad;
pad = (TPad*) cBot->GetListOfPrimitives()->FindObject(pd.Data());
pad->cd();
low = his->GetMean()-w*his->GetRMS();
up = his->GetMean()+w*his->GetRMS();
his->Fit("gaus","Q0","",low,up); his2->Draw("colz");
module->Draw("same");
fit = his->GetFunction("gaus");
}
// outf.close();
cTop->SaveAs(topName.Data());
cBot->SaveAs(botName.Data());
}
void plot_BGEst_trigger(string cutname="delphi", string histname="MHT"){
///////////////////////////////////////////////////////////////////////////////////////////
////Some cosmetic work for official documents.
//gROOT->LoadMacro("tdrstyle.C");
//setTDRStyle();
//gROOT->LoadMacro("CMS_lumi_v2.C");
gStyle->SetOptStat(0); ///to avoid the stat. on the plots
gStyle->SetPalette(1) ; // for better color output
char tempname[200];
char tempname2[200];
int W = 600;
int H = 600;
int H_ref = 600;
int W_ref = 800;
float T = 0.08*H_ref;
float B = 0.12*H_ref;
float L = 0.12*W_ref;
float R = 0.04*W_ref;
TCanvas* canvas = new TCanvas("name","name",10,10,W,H);
canvas->SetFillColor(0);
canvas->SetBorderMode(0);
canvas->SetFrameFillStyle(0);
canvas->SetFrameBorderMode(0);
canvas->SetLeftMargin( L/W );
canvas->SetRightMargin( R/W );
canvas->SetTopMargin( T/H );
canvas->SetBottomMargin( B/H );
canvas->SetTickx(0);
canvas->SetTicky(0);
canvas->Divide(1, 2);
//
// Define pads
//
TPad * canvas_up = (TPad*) canvas->GetListOfPrimitives()->FindObject("canvas_1");
TPad * canvas_dw = (TPad*) canvas->GetListOfPrimitives()->FindObject("canvas_2");
// set pad size
canvas_up->SetPad(0., .25, 0.97, 1.);
canvas_dw->SetPad(0., 0.07, 0.97, 0.25);
canvas_up->SetFrameFillColor(0);
canvas_up->SetFillColor(0);
canvas_dw->SetFillColor(0);
canvas_dw->SetFrameFillColor(0);
canvas_dw->SetBottomMargin(0.3);
// set top margin 0 for bottom figure
canvas_dw->SetTopMargin(0);
Float_t legendX1 = .20; //.50;
Float_t legendX2 = .90; //.70;
Float_t legendY1 = .70; //.65;
Float_t legendY2 = .90;
TLegend* catLeg1 = new TLegend(legendX1,legendY1,legendX2,legendY2);
catLeg1->SetTextSize(0.032);
catLeg1->SetTextFont(42);
catLeg1->SetFillColor(0);
catLeg1->SetLineColor(0);
catLeg1->SetBorderSize(0);
TFile *file_NoTrig = new TFile("InputRootFiles/HadTauEstimation_data_SingleMuon_v14c_.root","R");
TFile *file_Mu15 = new TFile("InputRootFiles/HadTauEstimation_data_SingleMuon_v14c_HLT_Mu15_IsoVVVL_PFHT350_PFMET70_v_.root","R");
TFile *file_Mu50 = new TFile("InputRootFiles/HadTauEstimation_data_SingleMuon_v14c_HLT_Mu50_v_.root","R");
TFile *file_Mu15ORMu50 = new TFile("InputRootFiles/HadTauEstimation_data_SingleMuon_v14c_HLT_Mu50_v_OR_HLT_Mu15_IsoVVVL_PFHT350_PFMET70_v_.root","R");
sprintf(tempname,"allEvents/%s/%s_%s_allEvents",cutname.c_str(),histname.c_str(),cutname.c_str());
TH1D * NoTrigHist = (TH1D*)file_NoTrig->Get(tempname)->Clone();
NoTrigHist->SetLineColor(41);
NoTrigHist->SetLineWidth(2);
TH1D * Mu15Hist = (TH1D*)file_Mu15->Get(tempname)->Clone();
Mu15Hist->SetLineColor(1);
Mu15Hist->SetLineWidth(2);
TH1D * Mu50Hist = (TH1D*)file_Mu50->Get(tempname)->Clone();
Mu50Hist->SetLineColor(2);
Mu50Hist->SetLineWidth(2);
TH1D * Mu15ORMu50Hist = (TH1D*)file_Mu15ORMu50->Get(tempname)->Clone();
Mu15ORMu50Hist->SetLineColor(4);
Mu15ORMu50Hist->SetLineWidth(2);
NoTrigHist->SetMaximum(10.);
if(histname=="MHT"){
NoTrigHist->SetMaximum(10.);
NoTrigHist->GetXaxis()->SetRangeUser(0.0,1000.);
}
if(histname=="HT"){
NoTrigHist->SetMaximum(10.);
NoTrigHist->GetXaxis()->SetRangeUser(0.0,1500.);
}
if(histname=="NJet"){
NoTrigHist->SetMaximum(10.);
NoTrigHist->GetXaxis()->SetRangeUser(3.0,10.);
}
if(histname=="NBtag"){
NoTrigHist->SetMaximum(15.);
NoTrigHist->GetXaxis()->SetRangeUser(0.0,4.);
}
NoTrigHist->SetTitle("");
NoTrigHist->GetXaxis()->SetLabelFont(42);
NoTrigHist->GetXaxis()->SetLabelOffset(0.007);
NoTrigHist->GetXaxis()->SetLabelSize(0.032);
NoTrigHist->GetXaxis()->SetTitleSize(0.036);
NoTrigHist->GetXaxis()->SetTitleOffset(0.9);
NoTrigHist->GetXaxis()->SetTitleFont(42);
NoTrigHist->GetYaxis()->SetLabelFont(42);
NoTrigHist->GetYaxis()->SetLabelOffset(0.007);
NoTrigHist->GetYaxis()->SetLabelSize(0.032);
NoTrigHist->GetYaxis()->SetTitleSize(0.036);
NoTrigHist->GetYaxis()->SetTitleOffset(1.25);
NoTrigHist->GetYaxis()->SetTitleFont(42);
sprintf(tempname,"%s",histname.c_str());
NoTrigHist->GetXaxis()->SetTitle(tempname);
NoTrigHist->GetYaxis()->SetTitle("#event");
// draw bottom figure
canvas_dw->cd();
NoTrigHist->Draw();
// draw top figure
canvas_up->cd();
catLeg1->SetHeader("Triggers:");
NoTrigHist->Draw("same,hist");
sprintf(tempname,"(a): No Trigger");
catLeg1->AddEntry(NoTrigHist,tempname,"l");
Mu15Hist->Draw("same,hist");
sprintf(tempname,"(b): HLT_Mu15_IsoVVVL_PFHT350_PFMET70_v");
catLeg1->AddEntry(Mu15Hist,tempname,"l");
Mu50Hist->Draw("same,hist");
sprintf(tempname,"(c): HLT_Mu50_v");
catLeg1->AddEntry(Mu50Hist,tempname,"l");
Mu15ORMu50Hist->Draw("same,hist");
sprintf(tempname,"(d): (b) or (c)");
catLeg1->AddEntry(Mu15ORMu50Hist,tempname,"l");
catLeg1->Draw();
sprintf(tempname,"BGEstWithTriggers_%s_%s.png",cutname.c_str(),histname.c_str());
canvas->Print(tempname);
}
void long_Ay_nu_05() {
gROOT->SetStyle("HALLA");
TCanvas *cn = new TCanvas("cn","cn",540,360);
cn->Draw();
cn->UseCurrentStyle();
TH1F *frm = new TH1F("frm","",100,0.,10.);
frm->GetXaxis()->SetTitle("#nu (GeV)");
frm->GetYaxis()->SetTitle("Ay for Q2=0.456 (GeV/c)2");
frm->SetMinimum(0);
// frm->SetMinimum(0);
// frm->SetMaximum(1.0);
frm->SetMaximum(0.35);
frm->UseCurrentStyle();
frm->Draw();
frm->SetAxisRange(0.120,0.350,"X");
// frm->SetAxisRange(0.5,1.1,"X");
// TF1* galster = new TF1("galster","x/(4.*0.938*.938)*1.91/(1.+x/.71)^2/(1.+5.6*x/(4.*.938*.938))",0.,4.);
// galster->SetLineColor(6);
// galster->SetLineStyle(3);
// galster->SetLineWidth(2);
TF1 *genf = new TF1("genf",genff,1.,10.,1);
genf->SetLineColor(2);
genf->SetLineStyle(2);
genf->SetParameter(0,1.);
// match to Madey point just below 1.5
// genf->SetParameter(0,.0411/genf->Eval(1.45));
genf->SetParameter(0,-0.558645);
// TF1 *bbba05 = new TF1("BBBA05",gen_bbba05,0.,10.,0);
// bbba05->SetLineColor(7);
// bbba05->SetLineStyle(3);
TMultiGraph* mgrDta = new TMultiGraph("Data","G_{E}^{n}");
TLegend *legDta = new TLegend(.54,.6,.875,.90,"","brNDC");
TMultiGraph* wgr = mgrDta;
TLegend *wlg = legDta;
// the data
legDta->SetBorderSize(0); // turn off border
legDta->SetFillStyle(0);
datafile_t *f = datafiles;
TGraph* gr=0;
while ( f && f->filename ) {
gr=OneGraph(f);
if (gr) {
if (f->lnpt) {
mgrDta->Add(gr,f->lnpt);
legDta->AddEntry(gr,f->label,f->lnpt);
}
else if (gr->GetMarkerStyle()>=20) {
mgrDta->Add(gr,"p");
legDta->AddEntry(gr,f->label,"p");
}
else {
mgrDta->Add(gr,"l");
legDta->AddEntry(gr,f->label,"l");
}
}
f++;
}
mgrDta->Draw("p");
// legDta->Draw();
TF1 *theFit = new TF1("theFit","pol0");
gr->Fit(theFit);
theFit->Draw("same");
TMultiGraph* mgrThry = new TMultiGraph("Theory","G_{E}^{n}");
TLegend *legThry = new TLegend(.54,.3,.875,.6,"","brNDC");
wgr = mgrThry;
wlg = legThry;
// the theory
wlg->SetBorderSize(0); // turn off border
wlg->SetFillStyle(0);
f = theoryfiles1;
gr=0;
while ( f && f->filename ) {
gr=OneGraph(f);
if (gr) {
TGraphAsymmErrors *egr = dynamic_cast<TGraphAsymmErrors*>(gr);
if (egr && egr->GetN()>1 && egr->GetEYhigh() && egr->GetEYhigh()[1]>0) {
gr = toerror_band(egr);
gr->SetFillStyle(3000+f->style);
}
if (f->lnpt) {
wgr->Add(gr,f->lnpt);
wlg->AddEntry(gr,f->label,f->lnpt);
}
else if (gr->GetMarkerStyle()>=20) {
wgr->Add(gr,"p");
wlg->AddEntry(gr,f->label,"p");
}
else {
wgr->Add(gr,"l");
wlg->AddEntry(gr,f->label,"l");
}
}
f++;
}
// genf->Draw("same");
mgrThry->Draw("c");
// galster->Draw("same");
// bbba05->Draw("same");
// legThry->AddEntry(genf,"F_{2}/F_{1} #propto ln^{2}(Q^{2}/#Lambda^{2})/Q^{2}","l");
// legThry->AddEntry(galster,"Galster fit","l");
// legThry->AddEntry(bbba05,"BBBA05","l");
// legThry->Draw();
// legDta->Draw();
// draw a line at 1
cn->Modified();
cn->Update();
cn->SaveAs(Form("%s.eps",psfile));
cn->SaveAs(Form("%s.root",psfile));
gSystem->Exec(Form("./replace_symbols.pl %s.eps",psfile));
return; // LEAVING HERE
// now an overlay, hopefully matching dimensions
// remove everything but the graph
cn->Update();
TList *clist = cn->GetListOfPrimitives();
TFrame* frame = cn->GetFrame();
for (int i=0; i<clist->GetSize(); ) {
if (clist->At(i) != frame) {
clist->RemoveAt(i);
} else i++;
}
// draw markers in the corners
TMarker *mkr = new TMarker(frame->GetX1(),frame->GetY1(),2);
mkr->Draw();
mkr = new TMarker(frame->GetX2(),frame->GetY1(),2);
mkr->Draw();
mkr = new TMarker(frame->GetX1(),frame->GetY2(),2);
mkr->Draw();
mkr = new TMarker(frame->GetX2(),frame->GetY2(),2);
mkr->Draw();
frame->SetLineColor(10);
cn->Update();
datafile_t miller = { "figure_input/Miller/lattice.GEn.rtf","Miller",
"[0]","[1]","[1]-[3]","[2]-[1]",0,0,1,3,"F" };
gr = OneGraph(&miller);
TGraphAsymmErrors* egr = dynamic_cast<TGraphAsymmErrors*>(gr);
if (egr && egr->GetEYhigh() && egr->GetEYhigh()[egr->GetN()/2]>0) {
gr = toerror_band(egr);
gr->SetLineStyle(1);
gr->SetFillColor(gr->GetLineColor());
gr->SetFillStyle(3000+miller.style);
}
gr->Draw("F");
cn->Update();
cn->SaveAs("gen_Miller_Overlay.eps");
cn->SaveAs("gen_Miller_Overlay.root");
}
void plotSyst(){
TFile* fsmeared = new TFile("plots20131010/plotsWenu.root");
TFile* fcent = new TFile("plots20131010/plotsWenu_nosmear.root");
TFile* fup = new TFile("plots20131010/plotsWenu_nosmear_up.root");
TFile* fdown = new TFile("plots20131010/plotsWenu_nosmear_down.root");
TFile* fout = new TFile("plots20131010/plotsWenuJEC.root","RECREATE");
fout->cd();
// loop through objects in file
TIter nextkey(fcent->GetListOfKeys());
TKey *key;
while( (key = (TKey*)nextkey()) ){
string name = key->GetName();
string classname = key->GetClassName();
cout << "Adding " << classname << " " << name << endl;
if( classname.compare("TCanvas") != 0 ) continue;
if( name.compare("pchi2_old") == 0 ) continue;
// get canvases
TCanvas* cmet = (TCanvas*)fcent->Get( name.c_str() );
TCanvas* cmet_up = (TCanvas*)fup->Get( name.c_str() );
TCanvas* cmet_down = (TCanvas*)fdown->Get( name.c_str() );
TCanvas* cmet_smeared = (TCanvas*)fsmeared->Get( name.c_str() );
bool containsratio = cmet->GetListOfPrimitives()->Contains("pad2");
if( !containsratio ) continue;
string objclass = cmet->FindObject( (name+"_MC").c_str() )->ClassName();
if( objclass.compare("TH1D") != 0 ) continue;
// get histograms
TH1D* hmet_mc = (TH1D*)cmet->FindObject( (name+"_MC").c_str() );
TH1D* hmet_data = (TH1D*)cmet->FindObject( (name+"_Data").c_str() );
TH1D* hmet_mc_up = (TH1D*)cmet_up->FindObject( (name+"_MC").c_str() );
TH1D* hmet_mc_down = (TH1D*)cmet_down->FindObject( (name+"_MC").c_str() );
TH1D* hmet_mc_smeared = (TH1D*)cmet_smeared->FindObject( (name+"_MC").c_str() );
TH1D* hmetratio = (TH1D*)cmet->FindObject("hratio");
TH1D* hmetratio_up = (TH1D*)cmet_up->FindObject("hratio");
TH1D* hmetratio_down = (TH1D*)cmet_down->FindObject("hratio");
TH1D* hmetratio_smeared = (TH1D*)cmet_smeared->FindObject("hratio");
// compute error bands
TGraphAsymmErrors* gmet = new TGraphAsymmErrors();
for(int i=1; i <= hmet_mc->GetNbinsX(); i++){
double maxvar = max(max(hmet_mc_up->GetBinContent(i),hmet_mc_down->GetBinContent(i)),
hmet_mc->GetBinContent(i));
double minvar = min(min(hmet_mc_up->GetBinContent(i),hmet_mc_down->GetBinContent(i)),
hmet_mc->GetBinContent(i));
double ehigh = maxvar - hmet_mc->GetBinContent(i);
double elow = hmet_mc->GetBinContent(i) - minvar;
double w = hmet_mc->GetBinWidth(i)/2;
gmet->SetPoint(i-1, hmet_mc_smeared->GetBinCenter(i), hmet_mc_smeared->GetBinContent(i));
gmet->SetPointError(i-1, w, w, elow, ehigh);
}
TGraphAsymmErrors* gmetratio = new TGraphAsymmErrors();
for(int i=1; i <= hmetratio->GetNbinsX(); i++){
double maxvar = max(max(hmetratio_up->GetBinContent(i),hmetratio_down->GetBinContent(i)),
hmetratio->GetBinContent(i));
double minvar = min(min(hmetratio_up->GetBinContent(i),hmetratio_down->GetBinContent(i)),
hmetratio->GetBinContent(i));
double ehigh = maxvar - hmetratio->GetBinContent(i);
double elow = hmetratio->GetBinContent(i) - minvar;
gmetratio->SetPoint(i-1,
hmetratio_smeared->GetBinCenter(i), 1.0/*hmetratio_smeared->GetBinContent(i)*/);
gmetratio->SetPointError(i-1, 0, 0, elow, ehigh);
}
// add bands to plot, print to file
TPad* p1 = (TPad*)cmet_smeared->FindObject("pad1");
p1->cd();
gmet->SetFillColor(17);
gmet->SetFillStyle(3001);
gmet->Draw("2");
hmet_data->Draw("same");
TH1D* hmc_error = (TH1D*)cmet_smeared->FindObject( "histMCerror" );
p1->GetListOfPrimitives()->Remove(hmc_error);
// legend
TLegend *leg = (TLegend*)cmet_smeared->FindObject("TPave");
leg->AddEntry(gmet, "uncertainties", "f");
leg->Draw();
TPad* p2 = (TPad*)cmet_smeared->FindObject("pad2");
p2->cd();
gmetratio->SetFillColor(17);
gmetratio->SetFillStyle(3001);
gmetratio->Draw("3");
hmetratio_smeared->Draw("same");
cmet_smeared->cd();
cmet_smeared->Write();
}
return;
}