/**
* Create ratios to other data
*
* @param ib Bin number
* @param res Result
* @param alice ALICE result if any
* @param cms CMS result if any
* @param all Stack to add ratio to
*/
void Ratio2Stack(Int_t ib, TH1* res, TGraph* alice, TGraph* cms, THStack* all)
{
if (!all || !res || !(alice || cms)) return;
Int_t off = 5*ib;
TGraph* gs[] = { (alice ? alice : cms), (alice ? cms : 0), 0 };
TGraph** pg = gs;
while (*pg) {
TGraph* g = *pg;
const char* n = (g == alice ? "ALICE" : "CMS");
TH1* r = static_cast<TH1*>(res->Clone(Form("ratio%s", n)));
TString tit(r->GetTitle());
tit.ReplaceAll("Corrected", Form("Ratio to %s", n));
r->SetTitle(tit);
r->SetMarkerColor(g->GetMarkerColor());
r->SetLineColor(g->GetLineColor());
TObject* tst = r->FindObject("legend");
if (tst) r->GetListOfFunctions()->Remove(tst);
for (Int_t i = 1; i <= r->GetNbinsX(); i++) {
Double_t c = r->GetBinContent(i);
Double_t e = r->GetBinError(i);
Double_t o = g->Eval(r->GetBinCenter(i));
if (o < 1e-12) {
r->SetBinContent(i, 0);
r->SetBinError(i, 0);
continue;
}
r->SetBinContent(i, (c - o) / o + off);
r->SetBinError(i, e / o);
}
all->Add(r);
pg++;
}
TLegend* leg = StackLegend(all);
if (!leg) return;
TString txt = res->GetTitle();
txt.ReplaceAll("Corrected P(#it{N}_{ch}) in ", "");
if (ib == 0) txt.Append(" "); // (#times1)");
// else if (ib == 1) txt.Append(" (#times10)");
else txt.Append(Form(" (+%d)", off));
TObject* dummy = 0;
TLegendEntry* e = leg->AddEntry(dummy, txt, "p");
e->SetMarkerStyle(res->GetMarkerStyle());
e->SetMarkerSize(res->GetMarkerSize());
e->SetMarkerColor(kBlack);
e->SetFillColor(0);
e->SetFillStyle(0);
e->SetLineColor(kBlack);
}
TH1* getWeightedAverage(TH1* h1, TH1* h2, char* histName) {
TH1* h = h1->Clone(histName);
int NBinsMax = h1->GetNbinsX() +2;
for(int i=0; i < NBinsMax; ++i) {
double x1 = h1->GetBinContent(i);
double e1 = h1->GetBinError(i);
double x2 = h2->GetBinContent(i);
double e2 = h2->GetBinError(i);
double x = 0.0;
double e = 0.0;
if(x1 < 0.1) {x = x2; e = e2; }
else if(x2 < 0.1) {x = x1; e = e1; }
else {
x = (x1/(e1*e1) + x2/(e2*e2)) / (1.0/(e1*e1) + 1.0/(e2*e2));
e = 1.0 / sqrt(1.0/(e1*e1) + 1.0/(e2*e2));
}
h->SetBinContent(i, x);
h->SetBinError(i, e);
}
return h;
}
TH1* GenerateConsistentHist(TH1* hbg, TH1* hprod)
{
TH1* hpprod = 0;
if (hbg!=NULL && hprod!=NULL)
{
hpprod = dynamic_cast<TH1*>(hbg->Clone(hprod->GetName()));
if (hpprod!=NULL)
{
Reset(hpprod);
Double_t binctr=0, x=0, ex=0;
// cout << hpprod->GetName() << endl;
for(Int_t i=1; i<=hpprod->GetNbinsX(); i++)
{
binctr = hbg->GetBinCenter(i);
x = hprod->GetBinContent(hprod->GetXaxis()->FindBin(binctr));
ex = hprod->GetBinError(hprod->GetXaxis()->FindBin(binctr));
if (x!=0 && ex/x > 1.0001)
cout << "bin:" << i << "\tcontent:" << x << "\terr:" << ex
<< " \terr/content:" << ex/x << endl;
hpprod->SetBinContent(i,x);
hpprod->SetBinError(i,ex);
}
}
}
return hpprod;
}
void dominik()
{
TH1* matHistogramRoman = static_cast<TH1*>(extractObjectFromFile("lyRoman.root", "lightYieldProjectionY")->At(0));
TList* objects = extractObjectFromFile("c.root", "chargeBins");
TH1* matHistogramDominik = new TH1D("matHistogramDominik", ";channel;light yield / pixels", 512, -0.5, 512-0.5);
int sipmIt = 0;
for (int i = 0; i < objects->GetSize(); ++i) {
TH1* h = static_cast<TH1*>(objects->At(i));
if (h->GetLineColor() == 8) {
for (int bin = 1; bin <= 128; ++bin) {
matHistogramDominik->SetBinContent(512 - (sipmIt * 128 + bin - 1), h->GetBinContent(bin));
if (h->GetBinError(bin) > 0)
matHistogramDominik->SetBinError(512 - (sipmIt * 128 + bin - 1), h->GetBinError(bin));
}
++sipmIt;
}
}
TCanvas* c = new TCanvas;
c->Divide(1, 2);
c->cd(1);
matHistogramDominik->Draw();
matHistogramRoman->Draw("SAME");
c->cd(2);
TH1* h = static_cast<TH1*>(matHistogramDominik->Clone());
h->Add(matHistogramRoman, -1);
h->Draw();
}
// === FUNCTION ============================================================
// Name: TPlot::GetEffHist
// Description:
// ===========================================================================
TH1* TPlot::GetEffHist(std::string Eff, std::string det, std::string algo)
{
TH1* hNum = GetHist1D(listEff[Eff].first, det, algo);
TH1* hDem = GetHist1D(listEff[Eff].second, det, algo);
TH1* temp = (TH1*)hNum->Clone(Eff.c_str());
assert(hNum->GetNbinsX() == hDem->GetNbinsX());
for (int i = 0; i < hNum->GetNbinsX(); ++i)
{
double val = hNum->GetBinContent(i) / hDem->GetBinContent(i);
double valerr = val * sqrt( pow(hNum->GetBinError(i)/hNum->GetBinContent(i), 2) +
pow(hDem->GetBinError(i)/hDem->GetBinContent(i), 2) );
if (isnan(val)) { val = 0; valerr = 0; }
temp->SetBinContent(i, val);
temp->SetBinError(i, valerr);
std::cout << " bin " <<i <<" val " << val << std::endl;
}
//temp->Divide(hDem);
temp->GetYaxis()->SetTitle("Efficiency");
return temp;
} // ----- end of function TPlot::GetEffHist -----
TH1* subtractHistograms(const std::string& newHistogramName, const TH1* histogram_central, const TH1* histogram_shift, int mode)
{
const TH1* histogramMinuend = 0;
const TH1* histogramSubtrahend = 0;
if ( compIntegral(histogram_central) >= compIntegral(histogram_shift) ) {
histogramMinuend = histogram_central;
histogramSubtrahend = histogram_shift;
} else {
histogramMinuend = histogram_shift;
histogramSubtrahend = histogram_central;
}
if ( !(histogramMinuend && histogramSubtrahend) ) return 0;
TH1* newHistogram = (TH1*)histogramMinuend->Clone(newHistogramName.data());
newHistogram->Reset();
if ( !newHistogram->GetSumw2N() ) newHistogram->Sumw2();
int numBins = newHistogram->GetNbinsX();
for ( int iBin = 0; iBin <= (numBins + 1); ++iBin ) {
double newBinContent = histogramMinuend->GetBinContent(iBin) - histogramSubtrahend->GetBinContent(iBin);
double newBinError2 = square(histogramMinuend->GetBinError(iBin)) + square(histogramSubtrahend->GetBinError(iBin));
if ( mode == kRelative ) {
if ( histogram_central->GetBinContent(iBin) > 0. ) {
newBinContent /= histogram_central->GetBinContent(iBin);
newBinError2 /= square(histogram_central->GetBinContent(iBin));
} else {
newBinContent = 0.;
newBinError2 = 0.;
}
}
newHistogram->SetBinContent(iBin, newBinContent);
assert(newBinError2 >= 0.);
newHistogram->SetBinError(iBin, TMath::Sqrt(newBinError2));
}
return newHistogram;
}
TH1 *
YieldMean_HighExtrapolationHisto(TH1 *h, TF1 *f, Double_t max, Double_t binwidth)
{
/* find highest edge in histo */
Int_t binhi;
Double_t hi;
for (Int_t ibin = h->GetNbinsX(); ibin > 0; ibin--) {
if (h->GetBinContent(ibin) != 0.) {
binhi = ibin + 1;
hi = h->GetBinLowEdge(ibin + 1);
break;
}
}
if(max<hi) {
Printf("Warning! You should probably set a higher max value (Max = %f, hi = %f)", max, hi);
return 0x0;
}
Int_t nbins = (max - hi) / binwidth;
if(nbins<1)
return 0x0;
TH1 *hhi = new TH1F("hhi", "", nbins, hi, max);
/* integrate function in histogram bins */
Double_t cont, err, width;
for (Int_t ibin = 0; ibin < hhi->GetNbinsX(); ibin++) {
width = hhi->GetBinWidth(ibin + 1);
cont = f->Integral(hhi->GetBinLowEdge(ibin + 1), hhi->GetBinLowEdge(ibin + 2), (Double_t *)0, 1.e-6);
err = f->IntegralError(hhi->GetBinLowEdge(ibin + 1), hhi->GetBinLowEdge(ibin + 2), (Double_t *)0, (Double_t *)0, 1.e-6);
hhi->SetBinContent(ibin + 1, cont / width);
hhi->SetBinError(ibin + 1, err / width);
}
return hhi;
}
TH1 *
YieldMean_LowExtrapolationHisto(TH1 *h, TF1 *f, Double_t min, Double_t binwidth)
{
/* find lowest edge in histo */
Int_t binlo;
Double_t lo;
for (Int_t ibin = 1; ibin < h->GetNbinsX() + 1; ibin++) {
if (h->GetBinContent(ibin) != 0.) {
binlo = ibin;
lo = h->GetBinLowEdge(ibin);
break;
}
}
Int_t nbins = (lo - min) / binwidth;
if(nbins<1)
return 0x0;
TH1 *hlo = new TH1F("hlo", "", nbins, min, lo);
/* integrate function in histogram bins */
Double_t cont, err, width;
for (Int_t ibin = 0; ibin < hlo->GetNbinsX(); ibin++) {
width = hlo->GetBinWidth(ibin + 1);
cont = f->Integral(hlo->GetBinLowEdge(ibin + 1), hlo->GetBinLowEdge(ibin + 2), (Double_t *)0, 1.e-6);
err = f->IntegralError(hlo->GetBinLowEdge(ibin + 1), hlo->GetBinLowEdge(ibin + 2), (Double_t *)0, (Double_t *)0, 1.e-6);
hlo->SetBinContent(ibin + 1, cont / width);
hlo->SetBinError(ibin + 1, err / width);
}
return hlo;
}
//____________________________________________________________________
void Run(const char* newName, const char* oldName,
const char* newTitle="New", const char* oldTitle="Old")
{
TFile* newFile = TFile::Open(newName,"READ");
TFile* oldFile = TFile::Open(oldName,"READ");
if (!newFile || !oldFile) return;
TH1* newCent = GetH1(newFile, "realCent");
TH1* oldCent = GetH1(oldFile, "realCent");
if (!newCent || !oldCent) return;
TString t; t.Form("#it{R}=#frac{%s}{%s}", newTitle, oldTitle);
TCanvas* c = new TCanvas("c", t, 1200, 800);
c->SetTopMargin(0.01);
c->SetRightMargin(0.20);
fLegend = new TLegend(1-c->GetRightMargin(),
c->GetBottomMargin(),
1, 1-c->GetTopMargin(),
t);
fLegend->SetFillStyle(0);
fLegend->SetBorderSize(0);
THStack* stack = new THStack("ratios","");
fMin = +1e6;
fMax = -1e6;
TH1* one = 0;
for (Int_t i = newCent->GetNbinsX(); i--;) {
Double_t c1 = newCent->GetXaxis()->GetBinLowEdge(i+1);
Double_t c2 = newCent->GetXaxis()->GetBinUpEdge(i+1);
Info("", "c1=%f c2=%f", c1, c2);
TH1* r = One(newFile, oldFile, c1, c2);
if (!r) continue;
if (!one) {
one = static_cast<TH1*>(r->Clone("one"));
one->SetDirectory(0);
one->Reset();
for (Int_t j = 1; j <= one->GetNbinsX(); j++) {
one->SetBinContent(j,1);
one->SetBinError (j,0);
}
}
// r->Add(one, i-1);
// r->Scale(TMath::Power(10,i));
stack->Add(r);
}
stack->Draw("nostack");
stack->SetMinimum(0.95*fMin);
stack->SetMaximum(1.05*fMax);
stack->GetHistogram()->SetXTitle("#eta");
stack->GetHistogram()->SetYTitle("#it{R}");
fLegend->Draw();
c->Modified();
c->Update();
c->cd();
c->SaveAs(Form("%sover%s.png", newTitle, oldTitle));
}
void ScaleTo10pb( TH1& hist) {
int bins = hist.GetNbinsX();
double error = 0;
for(int i=1; i<= bins; i++) {
error = 8.0 * hist.GetBinError(i);
// if( error > 1.0 ) error = 1.0;
hist.SetBinError(i, error);
}
}
makeMuonTriggerEfficiencyLUT()
{
TH1* histoLUT = new TH2F("muonTriggerEfficiencyCorrection", "muonTriggerEfficiencyCorrection",
1, -2.5, +2.5, 1, 0., 10000.);
histoLUT->SetBinContent(1, 1, 0.98);
histoLUT->SetBinError(1, 1, 0.02);
TFile* outputFile = new TFile("../data/muonTriggerEfficiencyCorrection.root", "RECREATE");
histoLUT->Write();
delete outputFile;
}
TH1* compHistogramErr(const TH1* histogram)
{
if ( !histogram ) return 0;
std::string histogramErrName = Form("%sErr", histogram->GetName());
TH1* histogramErr = (TH1*)histogram->Clone();
int numBins = histogram->GetNbinsX();
for ( int iBin = 1; iBin <= numBins; ++iBin ) {
double binError = histogram->GetBinError(iBin);
histogramErr->SetBinContent(iBin, binError);
histogramErr->SetBinError(iBin, 0.);
}
return histogramErr;
}
TH1 *
YieldMean_ReturnRandom(TH1 *hin)
{
TH1 *hout = (TH1 *)hin->Clone("hout");
hout->Reset();
Double_t cont, err;
for (Int_t ibin = 0; ibin < hin->GetNbinsX(); ibin++) {
if (hin->GetBinError(ibin + 1) <= 0.) continue;
cont = hin->GetBinContent(ibin + 1);
err = hin->GetBinError(ibin + 1);
hout->SetBinContent(ibin + 1, gRandom->Gaus(cont, err));
hout->SetBinError(ibin + 1, err);
}
return hout;
}
TH1* divideHistogramByBinWidth(TH1* histogram)
{
std::string histogramDensityName = Form("%s_density", histogram->GetName());
TH1* histogramDensity = (TH1*)histogram->Clone(histogramDensityName.data());
TAxis* xAxis = histogram->GetXaxis();
int numBins = xAxis->GetNbins();
for ( int iBin = 1; iBin <= numBins; ++iBin ) {
double binContent = histogram->GetBinContent(iBin);
double binError = histogram->GetBinError(iBin);
double binWidth = xAxis->GetBinWidth(iBin);
histogramDensity->SetBinContent(iBin, binContent/binWidth);
histogramDensity->SetBinError(iBin, binError/binWidth);
}
return histogramDensity;
}
TH1 *computeEffVsCut(TH1 *discrShape, double total)
{
TH1 *h = discrShape->Clone(Form("%s_effVsCut", discrShape->GetName()));
h->Sumw2();
h->SetMaximum(1.5);
h->SetMinimum(1e-3);
unsigned int n = h->GetNbinsX();
for(unsigned int bin = 1; bin <= n; bin++) {
double efficiency = h->Integral(bin, n + 1) / total;
double error = sqrt(efficiency * (1 - efficiency) / total);
h->SetBinContent(bin, efficiency);
h->SetBinError(bin, error);
}
return h;
}
TH1 *
YieldMean_ReturnCoherentRandom(TH1 *hin)
{
if(!hin)
return 0x0;
TH1 *hout = (TH1 *)hin->Clone("hout");
hout->Reset();
Double_t cont, err, cohe;
cohe = gRandom->Gaus(0., 1.);
for (Int_t ibin = 0; ibin < hin->GetNbinsX(); ibin++) {
if (hin->GetBinError(ibin + 1) <= 0.) continue;
cont = hin->GetBinContent(ibin + 1);
err = hin->GetBinError(ibin + 1);
hout->SetBinContent(ibin + 1, cont + cohe * err);
hout->SetBinError(ibin + 1, err);
}
return hout;
}
// A function that get histogram and sets contents to 0
// if entries are too small
TH1 * getHisto(TFile * file, const char * name, unsigned int rebin) {
TObject * h = file->Get(name);
if(h == 0)
throw edm::Exception(edm::errors::Configuration)
<< "Can't find object " << name << "\n";
TH1 * histo = dynamic_cast<TH1*>(h);
if(histo == 0)
throw edm::Exception(edm::errors::Configuration)
<< "Object " << name << " is of type " << h->ClassName() << ", not TH1\n";
histo->Rebin(rebin);
for(int i = 1; i <= histo->GetNbinsX(); ++i) {
if(histo->GetBinContent(i) < 0.1) {
histo->SetBinContent(i, 0.0);
histo->SetBinError(i, 0.0);
}
}
return histo;
}
TH1 *computeEffVsBEff(TH1 *effVsCut, TH1 *effVsCutB)
{
TH1 *h = new TH1F(Form("%s_effVsBEff", effVsCut->GetName()), "effVsBEff",
100, 0, 1);
h->SetMaximum(1.5);
h->SetMinimum(1e-3);
unsigned int n = effVsCut->GetNbinsX();
for(unsigned int bin = 1; bin <= n; bin++) {
double eff = effVsCut->GetBinContent(bin);
double error = effVsCut->GetBinError(bin);
double effB = effVsCutB->GetBinContent(bin);
h->SetBinContent(h->FindBin(effB), eff);
h->SetBinError(h->FindBin(effB), error);
// FIXME: The error in effB is not propagated
}
return h;
}
TH1* Cumulate(TH1* histo, Bool_t doErr, const char* copyName)
{
// create cumulative histo
TString nname = copyName;
if (nname.IsNull()) {
nname = histo->GetName();
nname += "_cml";
}
TH1* cml = (TH1*) histo->Clone(nname.Data());
int nb = histo->GetNbinsX();
double sm = 0;
double sme = 0;
//
for (int i=1;i<=nb;i++) {
sm += histo->GetBinContent(i);
cml->SetBinContent(i,sm);
if (!doErr) continue;
double ee = histo->GetBinError(i);
sme += ee*ee;
cml->SetBinError(i, sme>0 ? TMath::Sqrt(sme):0.);
}
return cml;
}
TH1 *Draw(const plotVar_t& pv, const TCut& cut, const TCut& cutSQ ) {
cout << "\tDrawing " << pv.plotvar << " for sample = " << info_.samplename << " ... ";
TString hname = TString("th1")+ pv.outfile + Form("%d",info_.index);
TH1 *histo = new TH1D(hname, hname, pv.NBINS, pv.MINRange, pv.MAXRange);
assert(histo);
histo->Sumw2();
assert(tree_);
cout << tree_->Draw(pv.plotvar+TString(">>")+hname, cut, "goff") << " events" << endl;
if (strlen((const char *)cutSQ)) {
hname = TString("th1") + pv.outfile + Form("%d",info_.index) + TString("SQ");
TH1 *histoSQ = new TH1D(hname, hname, pv.NBINS, pv.MINRange, pv.MAXRange);
tree_->Draw(pv.plotvar+TString(">>")+hname, cutSQ, "goff");
for(int hi=1;hi<=pv.NBINS;hi++) {
histo->SetBinError(hi,sqrt(histoSQ->GetBinContent(hi)));
}
delete histoSQ;
}
if (info_.nMCevents)
histo->Scale(info_.xsecpblumi*info_.otherscale/(double)info_.nMCevents);
return histo;
}
void trigeff(){
gROOT->Reset();
//=========Macro generated from canvas: cEvtSel/EvtSel
//========= (Wed Apr 14 17:19:34 2010) by ROOT version5.22/00d
TCanvas *cEvtSel = new TCanvas("cEvtSel", "EvtSel",550,600);
/*
TCanvas *cEvtSel = new TCanvas("cEvtSel", "EvtSel",0,22,550,600);
gStyle->SetOptFit(1);
gStyle->SetOptStat(0);
cEvtSel->Range(-13.62658,-0.215625,63.58861,1.221875);
cEvtSel->SetFillColor(0);
cEvtSel->SetBorderMode(0);
cEvtSel->SetBorderSize(0);
cEvtSel->SetTickx(1);
cEvtSel->SetTicky(1);
cEvtSel->SetLeftMargin(0.17);
cEvtSel->SetRightMargin(0.04);
cEvtSel->SetTopMargin(0.05);
cEvtSel->SetBottomMargin(0.15);
cEvtSel->SetFrameLineColor(0);
cEvtSel->SetFrameBorderMode(0);
cEvtSel->SetFrameLineColor(0);
cEvtSel->SetFrameBorderMode(0);
*/
TH1 *hFrame1 = new TH2D("hFrame1","",1,-0.5,60.5,1,0,1.15);
hFrame1->SetDirectory(0);
hFrame1->SetStats(0);
hFrame1->GetXaxis()->SetTitle("Charged-particle multiplicity");
hFrame1->GetXaxis()->CenterTitle(true);
hFrame1->GetYaxis()->SetTitle("Selection efficiency");
hFrame1->GetYaxis()->CenterTitle(true);
hFrame1->Draw("");
hFrame1->GetXaxis()->SetNdivisions(312);
/*
TH1 *hFrame1 = new TH2D("hFrame1","",1,-0.5,60.5,1,0,1.15);
hFrame1->SetDirectory(0);
hFrame1->SetStats(0);
hFrame1->SetFillColor(1);
hFrame1->SetFillStyle(0);
hFrame1->SetLineStyle(0);
hFrame1->SetMarkerStyle(20);
hFrame1->SetMarkerSize(1.5);
hFrame1->GetXaxis()->SetTitle("Charged-particle multiplicity");
hFrame1->GetXaxis()->CenterTitle(true);
hFrame1->GetXaxis()->SetNdivisions(312);
hFrame1->GetXaxis()->SetLabelFont(42);
hFrame1->GetXaxis()->SetLabelOffset(0.01);
hFrame1->GetXaxis()->SetLabelSize(0.045);
hFrame1->GetXaxis()->SetTitleSize(0.055);
hFrame1->GetXaxis()->SetTitleFont(42);
hFrame1->GetYaxis()->SetTitle("Selection efficiency");
hFrame1->GetYaxis()->CenterTitle(true);
hFrame1->GetYaxis()->SetLabelFont(42);
hFrame1->GetYaxis()->SetLabelOffset(0.01);
hFrame1->GetYaxis()->SetLabelSize(0.045);
hFrame1->GetYaxis()->SetTitleSize(0.055);
hFrame1->GetYaxis()->SetTitleOffset(1.6);
hFrame1->GetYaxis()->SetTitleFont(42);
hFrame1->GetZaxis()->SetLabelFont(42);
hFrame1->GetZaxis()->SetLabelSize(0.045);
hFrame1->GetZaxis()->SetTitleFont(42);
hFrame1->Draw("");
*/
TH1 *trigeff = new TH1D("trigeff","trigeff",200,0,200);
trigeff->SetBinContent(1,0.007879584);
trigeff->SetBinContent(2,0.3524112);
trigeff->SetBinContent(3,0.5050529);
trigeff->SetBinContent(4,0.5978595);
trigeff->SetBinContent(5,0.6587795);
trigeff->SetBinContent(6,0.7034895);
trigeff->SetBinContent(7,0.7451056);
trigeff->SetBinContent(8,0.7911818);
trigeff->SetBinContent(9,0.8363224);
trigeff->SetBinContent(10,0.873251);
trigeff->SetBinContent(11,0.9012649);
trigeff->SetBinContent(12,0.9177872);
trigeff->SetBinContent(13,0.9395182);
trigeff->SetBinContent(14,0.9502278);
trigeff->SetBinContent(15,0.9600504);
trigeff->SetBinContent(16,0.9667429);
trigeff->SetBinContent(17,0.9722969);
trigeff->SetBinContent(18,0.977478);
trigeff->SetBinContent(19,0.9801504);
trigeff->SetBinContent(20,0.9840849);
trigeff->SetBinContent(21,0.9843521);
trigeff->SetBinContent(22,0.9856779);
trigeff->SetBinContent(23,0.9894354);
trigeff->SetBinContent(24,0.9892805);
trigeff->SetBinContent(25,0.9913111);
trigeff->SetBinContent(26,0.9934833);
trigeff->SetBinContent(27,0.9907814);
trigeff->SetBinContent(28,0.9928126);
trigeff->SetBinContent(29,0.990099);
trigeff->SetBinContent(30,0.9918119);
trigeff->SetBinContent(31,0.994504);
trigeff->SetBinContent(32,0.9938513);
trigeff->SetBinContent(33,0.993073);
trigeff->SetBinContent(34,0.9965539);
trigeff->SetBinContent(35,0.9955737);
trigeff->SetBinContent(36,0.9952005);
trigeff->SetBinContent(37,0.9940288);
trigeff->SetBinContent(38,0.9946929);
trigeff->SetBinContent(39,0.9973046);
trigeff->SetBinContent(40,0.9959936);
trigeff->SetBinContent(41,0.9964897);
trigeff->SetBinContent(42,0.9943966);
trigeff->SetBinContent(43,0.9940175);
trigeff->SetBinContent(44,0.9947941);
trigeff->SetBinContent(45,0.9960804);
trigeff->SetBinContent(46,0.9970282);
trigeff->SetBinContent(47,0.9963936);
trigeff->SetBinContent(48,0.9968187);
trigeff->SetBinContent(49,0.9956733);
trigeff->SetBinContent(50,0.996085);
trigeff->SetBinContent(51,0.9988466);
trigeff->SetBinContent(52,0.9982079);
trigeff->SetBinContent(53,0.99625);
trigeff->SetBinContent(54,0.9962802);
trigeff->SetBinContent(55,0.9980328);
trigeff->SetBinContent(56,0.9960396);
trigeff->SetBinContent(57,0.9993271);
trigeff->SetBinContent(58,0.9978261);
trigeff->SetBinContent(59,0.9950843);
trigeff->SetBinContent(60,0.9992459);
trigeff->SetBinContent(61,0.9977925);
trigeff->SetBinContent(62,0.9960599);
trigeff->SetBinContent(63,0.9952456);
trigeff->SetBinContent(64,0.9960661);
trigeff->SetBinContent(65,0.9965428);
trigeff->SetBinContent(66,0.995094);
trigeff->SetBinContent(67,0.9962441);
trigeff->SetBinContent(68,0.9990842);
trigeff->SetBinContent(69,0.9981413);
trigeff->SetBinContent(70,0.9981007);
trigeff->SetBinContent(71,0.9980676);
trigeff->SetBinContent(72,0.9990512);
trigeff->SetBinContent(73,0.9969636);
trigeff->SetBinContent(74,0.9959432);
trigeff->SetBinContent(75,0.9969008);
trigeff->SetBinContent(76,0.994929);
trigeff->SetBinContent(77,0.9978425);
trigeff->SetBinContent(78,0.9989396);
trigeff->SetBinContent(79,0.9955996);
trigeff->SetBinContent(80,0.9988975);
trigeff->SetBinContent(81,0.998829);
trigeff->SetBinContent(82,0.9960682);
trigeff->SetBinContent(83,0.9963986);
trigeff->SetBinContent(84,0.995098);
trigeff->SetBinContent(85,0.9962169);
trigeff->SetBinContent(86,0.9973615);
trigeff->SetBinContent(87,0.9987562);
trigeff->SetBinContent(88,0.9987212);
trigeff->SetBinContent(89,0.9987374);
trigeff->SetBinContent(90,0.9986264);
trigeff->SetBinContent(91,0.9972973);
trigeff->SetBinContent(92,1);
trigeff->SetBinContent(93,0.9959459);
trigeff->SetBinContent(94,0.9945504);
trigeff->SetBinContent(95,0.9985612);
trigeff->SetBinContent(96,1);
trigeff->SetBinContent(97,1);
trigeff->SetBinContent(98,0.9968454);
trigeff->SetBinContent(99,0.9983471);
trigeff->SetBinContent(100,0.9968);
trigeff->SetBinContent(101,0.9983871);
trigeff->SetBinContent(102,0.9966044);
trigeff->SetBinContent(103,0.9984);
trigeff->SetBinContent(104,1);
trigeff->SetBinContent(105,0.9946996);
trigeff->SetBinContent(106,0.9946333);
trigeff->SetBinContent(107,0.9981343);
trigeff->SetBinContent(108,1);
trigeff->SetBinContent(109,0.9962963);
trigeff->SetBinContent(110,0.9923225);
trigeff->SetBinContent(111,1);
trigeff->SetBinContent(112,0.9979633);
trigeff->SetBinContent(113,0.9978166);
trigeff->SetBinContent(114,1);
trigeff->SetBinContent(115,0.9980237);
trigeff->SetBinContent(116,0.9952494);
trigeff->SetBinContent(117,0.9979253);
trigeff->SetBinContent(118,1);
trigeff->SetBinContent(119,1);
trigeff->SetBinContent(120,0.9950125);
trigeff->SetBinContent(121,0.9975728);
trigeff->SetBinContent(122,0.9921466);
trigeff->SetBinContent(123,0.9974874);
trigeff->SetBinContent(124,1);
trigeff->SetBinContent(125,0.9974874);
trigeff->SetBinContent(126,0.9969419);
trigeff->SetBinContent(127,0.994723);
trigeff->SetBinContent(128,0.9940299);
trigeff->SetBinContent(129,1);
trigeff->SetBinContent(130,0.9966667);
trigeff->SetBinContent(131,1);
trigeff->SetBinContent(132,1);
trigeff->SetBinContent(133,0.9931507);
trigeff->SetBinContent(134,0.9963504);
trigeff->SetBinContent(135,1);
trigeff->SetBinContent(136,0.9959677);
trigeff->SetBinContent(137,1);
trigeff->SetBinContent(138,1);
trigeff->SetBinContent(139,1);
trigeff->SetBinContent(140,0.9959514);
trigeff->SetBinContent(141,1);
trigeff->SetBinContent(142,0.9955556);
trigeff->SetBinContent(143,1);
trigeff->SetBinContent(144,1);
trigeff->SetBinContent(145,1);
trigeff->SetBinContent(146,0.989418);
trigeff->SetBinContent(147,0.9940828);
trigeff->SetBinContent(148,1);
trigeff->SetBinContent(149,0.9942857);
trigeff->SetBinContent(150,1);
trigeff->SetBinContent(151,1);
trigeff->SetBinContent(152,1);
trigeff->SetBinContent(153,1);
trigeff->SetBinContent(154,1);
trigeff->SetBinContent(155,0.9923077);
trigeff->SetBinContent(156,1);
trigeff->SetBinContent(157,1);
trigeff->SetBinContent(158,1);
trigeff->SetBinContent(159,1);
trigeff->SetBinContent(160,0.9901961);
trigeff->SetBinContent(161,1);
trigeff->SetBinContent(162,1);
trigeff->SetBinContent(163,1);
trigeff->SetBinContent(164,1);
trigeff->SetBinContent(165,0.9767442);
trigeff->SetBinContent(166,1);
trigeff->SetBinContent(167,1);
trigeff->SetBinContent(168,1);
trigeff->SetBinContent(169,1);
trigeff->SetBinContent(170,1);
trigeff->SetBinContent(171,1);
trigeff->SetBinContent(172,1);
trigeff->SetBinContent(173,0.9807692);
trigeff->SetBinContent(174,1);
trigeff->SetBinContent(175,0.9850746);
trigeff->SetBinContent(176,1);
trigeff->SetBinContent(177,1);
trigeff->SetBinContent(178,1);
trigeff->SetBinContent(179,1);
trigeff->SetBinContent(180,1);
trigeff->SetBinContent(181,1);
trigeff->SetBinContent(182,1);
trigeff->SetBinContent(183,1);
trigeff->SetBinContent(184,1);
trigeff->SetBinContent(185,1);
trigeff->SetBinContent(186,1);
trigeff->SetBinContent(187,1);
trigeff->SetBinContent(188,1);
trigeff->SetBinContent(189,1);
trigeff->SetBinContent(190,1);
trigeff->SetBinContent(191,1);
trigeff->SetBinContent(192,1);
trigeff->SetBinContent(193,1);
trigeff->SetBinContent(194,1);
trigeff->SetBinContent(195,0.9333333);
trigeff->SetBinContent(196,1);
trigeff->SetBinContent(197,0.9230769);
trigeff->SetBinContent(198,1);
trigeff->SetBinContent(199,1);
trigeff->SetBinContent(200,1);
trigeff->SetBinContent(201,1);
trigeff->SetBinError(1,0.0006283812);
trigeff->SetBinError(2,0.005498682);
trigeff->SetBinError(3,0.0054516);
trigeff->SetBinError(4,0.005047444);
trigeff->SetBinError(5,0.004707652);
trigeff->SetBinError(6,0.004447388);
trigeff->SetBinError(7,0.004290336);
trigeff->SetBinError(8,0.003953715);
trigeff->SetBinError(9,0.003594607);
trigeff->SetBinError(10,0.003181503);
trigeff->SetBinError(11,0.002795854);
trigeff->SetBinError(12,0.002534088);
trigeff->SetBinError(13,0.002203234);
trigeff->SetBinError(14,0.002035759);
trigeff->SetBinError(15,0.001857668);
trigeff->SetBinError(16,0.001750359);
trigeff->SetBinError(17,0.001668633);
trigeff->SetBinError(18,0.001566698);
trigeff->SetBinError(19,0.001548763);
trigeff->SetBinError(20,0.001441238);
trigeff->SetBinError(21,0.001500853);
trigeff->SetBinError(22,0.001498831);
trigeff->SetBinError(23,0.001345494);
trigeff->SetBinError(24,0.001388057);
trigeff->SetBinError(25,0.001289631);
trigeff->SetBinError(26,0.001166616);
trigeff->SetBinError(27,0.001415891);
trigeff->SetBinError(28,0.0013075);
trigeff->SetBinError(29,0.001557715);
trigeff->SetBinError(30,0.001464586);
trigeff->SetBinError(31,0.001225565);
trigeff->SetBinError(32,0.001306868);
trigeff->SetBinError(33,0.001471707);
trigeff->SetBinError(34,0.001037251);
trigeff->SetBinError(35,0.001224911);
trigeff->SetBinError(36,0.001279626);
trigeff->SetBinError(37,0.001443898);
trigeff->SetBinError(38,0.0014146);
trigeff->SetBinError(39,0.001017398);
trigeff->SetBinError(40,0.001264398);
trigeff->SetBinError(41,0.001238902);
trigeff->SetBinError(42,0.001549757);
trigeff->SetBinError(43,0.00165428);
trigeff->SetBinError(44,0.001565537);
trigeff->SetBinError(45,0.001383086);
trigeff->SetBinError(46,0.001211415);
trigeff->SetBinError(47,0.001360627);
trigeff->SetBinError(48,0.001296707);
trigeff->SetBinError(49,0.001526394);
trigeff->SetBinError(50,0.001476827);
trigeff->SetBinError(51,0.0008151083);
trigeff->SetBinError(52,0.00103375);
trigeff->SetBinError(53,0.001528058);
trigeff->SetBinError(54,0.001515765);
trigeff->SetBinError(55,0.001134653);
trigeff->SetBinError(56,0.00161362);
trigeff->SetBinError(57,0.000672721);
trigeff->SetBinError(58,0.001253744);
trigeff->SetBinError(59,0.001853399);
trigeff->SetBinError(60,0.0007538634);
trigeff->SetBinError(61,0.001273096);
trigeff->SetBinError(62,0.001758596);
trigeff->SetBinError(63,0.001936339);
trigeff->SetBinError(64,0.001755834);
trigeff->SetBinError(65,0.001725618);
trigeff->SetBinError(66,0.001997934);
trigeff->SetBinError(67,0.001874404);
trigeff->SetBinError(68,0.0009153315);
trigeff->SetBinError(69,0.001313103);
trigeff->SetBinError(70,0.001341757);
trigeff->SetBinError(71,0.001365069);
trigeff->SetBinError(72,0.0009483164);
trigeff->SetBinError(73,0.001750424);
trigeff->SetBinError(74,0.002024279);
trigeff->SetBinError(75,0.001786534);
trigeff->SetBinError(76,0.00226206);
trigeff->SetBinError(77,0.001523934);
trigeff->SetBinError(78,0.001059883);
trigeff->SetBinError(79,0.002195374);
trigeff->SetBinError(80,0.001101928);
trigeff->SetBinError(81,0.001170274);
trigeff->SetBinError(82,0.002265586);
trigeff->SetBinError(83,0.002075545);
trigeff->SetBinError(84,0.002444966);
trigeff->SetBinError(85,0.00218004);
trigeff->SetBinError(86,0.001863254);
trigeff->SetBinError(87,0.001243007);
trigeff->SetBinError(88,0.001277954);
trigeff->SetBinError(89,0.001261829);
trigeff->SetBinError(90,0.001372683);
trigeff->SetBinError(91,0.001908515);
trigeff->SetBinError(93,0.00233586);
trigeff->SetBinError(94,0.002717361);
trigeff->SetBinError(95,0.001437813);
trigeff->SetBinError(98,0.0022271);
trigeff->SetBinError(99,0.001651526);
trigeff->SetBinError(100,0.002259118);
trigeff->SetBinError(101,0.001611602);
trigeff->SetBinError(102,0.002396962);
trigeff->SetBinError(103,0.001598719);
trigeff->SetBinError(105,0.00305204);
trigeff->SetBinError(106,0.003090155);
trigeff->SetBinError(107,0.00186393);
trigeff->SetBinError(109,0.00261406);
trigeff->SetBinError(110,0.003824007);
trigeff->SetBinError(112,0.002034585);
trigeff->SetBinError(113,0.002181021);
trigeff->SetBinError(115,0.001974331);
trigeff->SetBinError(116,0.003351189);
trigeff->SetBinError(117,0.002072536);
trigeff->SetBinError(120,0.003517911);
trigeff->SetBinError(121,0.002424237);
trigeff->SetBinError(122,0.004516325);
trigeff->SetBinError(123,0.002509404);
trigeff->SetBinError(125,0.002509404);
trigeff->SetBinError(126,0.003053424);
trigeff->SetBinError(127,0.003721576);
trigeff->SetBinError(128,0.004208913);
trigeff->SetBinError(130,0.003327773);
trigeff->SetBinError(133,0.004826582);
trigeff->SetBinError(134,0.003642969);
trigeff->SetBinError(136,0.00402412);
trigeff->SetBinError(140,0.004040379);
trigeff->SetBinError(142,0.004434557);
trigeff->SetBinError(146,0.007442916);
trigeff->SetBinError(147,0.005899627);
trigeff->SetBinError(149,0.005697936);
trigeff->SetBinError(155,0.007662665);
trigeff->SetBinError(160,0.009755745);
trigeff->SetBinError(165,0.01625201);
trigeff->SetBinError(173,0.01904496);
trigeff->SetBinError(175,0.01481357);
trigeff->SetBinError(195,0.06440612);
trigeff->SetBinError(197,0.0739053);
trigeff->SetEntries(385140);
trigeff->SetDirectory(0);
trigeff->SetFillColor(1);
trigeff->SetFillStyle(0);
trigeff->SetLineStyle(0);
trigeff->SetLineWidth(2);
trigeff->SetMarkerStyle(20);
trigeff->SetMarkerSize(1.5);
trigeff->GetXaxis()->SetTitle("M");
trigeff->GetXaxis()->SetLabelFont(42);
trigeff->GetXaxis()->SetLabelOffset(0.01);
trigeff->GetXaxis()->SetLabelSize(0.045);
trigeff->GetXaxis()->SetTitleSize(0.055);
trigeff->GetXaxis()->SetTitleFont(42);
trigeff->GetYaxis()->SetTitle("Selection efficiency");
trigeff->GetYaxis()->SetLabelFont(42);
trigeff->GetYaxis()->SetLabelOffset(0.01);
trigeff->GetYaxis()->SetLabelSize(0.045);
trigeff->GetYaxis()->SetTitleSize(0.055);
trigeff->GetYaxis()->SetTitleOffset(1.6);
trigeff->GetYaxis()->SetTitleFont(42);
trigeff->GetZaxis()->SetLabelFont(42);
trigeff->GetZaxis()->SetLabelSize(0.045);
trigeff->GetZaxis()->SetTitleFont(42);
trigeff->Draw("hist same");
TH1 *trigeff = new TH1D("trigeff","trigeff",200,0,200);
trigeff->SetBinContent(1,0.009007478);
trigeff->SetBinContent(2,0.2935561);
trigeff->SetBinContent(3,0.4702609);
trigeff->SetBinContent(4,0.6518799);
trigeff->SetBinContent(5,0.7428357);
trigeff->SetBinContent(6,0.8347119);
trigeff->SetBinContent(7,0.8777911);
trigeff->SetBinContent(8,0.904666);
trigeff->SetBinContent(9,0.9195271);
trigeff->SetBinContent(10,0.9292373);
trigeff->SetBinContent(11,0.9375605);
trigeff->SetBinContent(12,0.9489987);
trigeff->SetBinContent(13,0.9535653);
trigeff->SetBinContent(14,0.9493052);
trigeff->SetBinContent(15,0.9572732);
trigeff->SetBinContent(16,0.9589076);
trigeff->SetBinContent(17,0.9627003);
trigeff->SetBinContent(18,0.9629964);
trigeff->SetBinContent(19,0.9683917);
trigeff->SetBinContent(20,0.9674429);
trigeff->SetBinContent(21,0.9771153);
trigeff->SetBinContent(22,0.9762201);
trigeff->SetBinContent(23,0.9766491);
trigeff->SetBinContent(24,0.9828982);
trigeff->SetBinContent(25,0.9802921);
trigeff->SetBinContent(26,0.9826494);
trigeff->SetBinContent(27,0.9759428);
trigeff->SetBinContent(28,0.9843614);
trigeff->SetBinContent(29,0.9879452);
trigeff->SetBinContent(30,0.9855582);
trigeff->SetBinContent(31,0.9875656);
trigeff->SetBinContent(32,0.9883436);
trigeff->SetBinContent(33,0.9886389);
trigeff->SetBinContent(34,0.9900587);
trigeff->SetBinContent(35,0.9925793);
trigeff->SetBinContent(36,0.9926954);
trigeff->SetBinContent(37,0.9905261);
trigeff->SetBinContent(38,0.993372);
trigeff->SetBinContent(39,0.9899301);
trigeff->SetBinContent(40,0.9913687);
trigeff->SetBinContent(41,0.9920382);
trigeff->SetBinContent(42,0.9901091);
trigeff->SetBinContent(43,0.9941278);
trigeff->SetBinContent(44,0.9865421);
trigeff->SetBinContent(45,0.9902138);
trigeff->SetBinContent(46,0.9965451);
trigeff->SetBinContent(47,0.9961106);
trigeff->SetBinContent(48,0.9951392);
trigeff->SetBinContent(49,0.9951969);
trigeff->SetBinContent(50,0.9960957);
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trigeff->SetBinContent(52,0.9962282);
trigeff->SetBinContent(53,0.9973698);
trigeff->SetBinContent(54,0.9976959);
trigeff->SetBinContent(55,0.9933735);
trigeff->SetBinContent(56,0.9956897);
trigeff->SetBinContent(57,0.9953642);
trigeff->SetBinContent(58,0.9902303);
trigeff->SetBinContent(59,0.9985925);
trigeff->SetBinContent(60,0.9986178);
trigeff->SetBinContent(61,0.9991604);
trigeff->SetBinContent(62,0.9983897);
trigeff->SetBinContent(63,0.9940273);
trigeff->SetBinContent(64,0.9952786);
trigeff->SetBinContent(65,0.9977998);
trigeff->SetBinContent(66,0.9972015);
trigeff->SetBinContent(67,0.9908467);
trigeff->SetBinContent(68,1);
trigeff->SetBinContent(69,0.9988636);
trigeff->SetBinContent(70,0.9933155);
trigeff->SetBinContent(71,0.9986979);
trigeff->SetBinContent(72,0.9969651);
trigeff->SetBinContent(73,0.9971223);
trigeff->SetBinContent(74,0.9967213);
trigeff->SetBinContent(75,0.9982111);
trigeff->SetBinContent(76,0.9968504);
trigeff->SetBinContent(77,0.9967374);
trigeff->SetBinContent(78,0.9980237);
trigeff->SetBinContent(79,0.9977974);
trigeff->SetBinContent(80,1);
trigeff->SetBinContent(81,0.997669);
trigeff->SetBinContent(82,0.9977876);
trigeff->SetBinContent(83,0.9921671);
trigeff->SetBinContent(84,0.9942857);
trigeff->SetBinContent(85,1);
trigeff->SetBinContent(86,1);
trigeff->SetBinContent(87,0.9967532);
trigeff->SetBinContent(88,1);
trigeff->SetBinContent(89,0.9967427);
trigeff->SetBinContent(90,0.9961832);
trigeff->SetBinContent(91,1);
trigeff->SetBinContent(92,1);
trigeff->SetBinContent(93,1);
trigeff->SetBinContent(94,1);
trigeff->SetBinContent(95,1);
trigeff->SetBinContent(96,0.9940828);
trigeff->SetBinContent(97,1);
trigeff->SetBinContent(98,0.9927536);
trigeff->SetBinContent(99,1);
trigeff->SetBinContent(100,0.9896907);
trigeff->SetBinContent(101,0.990566);
trigeff->SetBinContent(102,0.988764);
trigeff->SetBinContent(103,1);
trigeff->SetBinContent(104,1);
trigeff->SetBinContent(105,1);
trigeff->SetBinContent(106,1);
trigeff->SetBinContent(107,1);
trigeff->SetBinContent(108,1);
trigeff->SetBinContent(109,1);
trigeff->SetBinContent(110,1);
trigeff->SetBinContent(111,1);
trigeff->SetBinContent(112,1);
trigeff->SetBinContent(113,1);
trigeff->SetBinContent(114,1);
trigeff->SetBinContent(115,1);
trigeff->SetBinContent(116,1);
trigeff->SetBinContent(117,1);
trigeff->SetBinContent(118,1);
trigeff->SetBinContent(119,1);
trigeff->SetBinContent(120,1);
trigeff->SetBinContent(121,1);
trigeff->SetBinContent(122,1);
trigeff->SetBinContent(123,1);
trigeff->SetBinContent(124,1);
trigeff->SetBinContent(125,1);
trigeff->SetBinContent(126,1);
trigeff->SetBinContent(127,1);
trigeff->SetBinContent(128,1);
trigeff->SetBinContent(129,1);
trigeff->SetBinContent(130,1);
trigeff->SetBinContent(131,1);
trigeff->SetBinContent(132,1);
trigeff->SetBinContent(133,1);
trigeff->SetBinContent(134,1);
trigeff->SetBinContent(135,1);
trigeff->SetBinContent(136,1);
trigeff->SetBinContent(137,1);
trigeff->SetBinContent(138,1);
trigeff->SetBinContent(139,1);
trigeff->SetBinContent(140,1);
trigeff->SetBinContent(141,1);
trigeff->SetBinContent(142,1);
trigeff->SetBinContent(143,1);
trigeff->SetBinContent(144,1);
trigeff->SetBinContent(145,1);
trigeff->SetBinContent(146,1);
trigeff->SetBinContent(147,1);
trigeff->SetBinContent(149,1);
trigeff->SetBinContent(151,1);
trigeff->SetBinContent(152,1);
trigeff->SetBinContent(154,1);
trigeff->SetBinContent(155,1);
trigeff->SetBinContent(157,1);
trigeff->SetBinContent(170,1);
trigeff->SetBinContent(173,1);
trigeff->SetBinContent(178,1);
trigeff->SetBinError(1,0.001231687);
trigeff->SetBinError(2,0.009082424);
trigeff->SetBinError(3,0.009308539);
trigeff->SetBinError(4,0.007834723);
trigeff->SetBinError(5,0.00598166);
trigeff->SetBinError(6,0.004397977);
trigeff->SetBinError(7,0.003418236);
trigeff->SetBinError(8,0.002747754);
trigeff->SetBinError(9,0.002375778);
trigeff->SetBinError(10,0.002196995);
trigeff->SetBinError(11,0.002011941);
trigeff->SetBinError(12,0.001831367);
trigeff->SetBinError(13,0.001784029);
trigeff->SetBinError(14,0.001916823);
trigeff->SetBinError(15,0.001817566);
trigeff->SetBinError(16,0.001819683);
trigeff->SetBinError(17,0.001818542);
trigeff->SetBinError(18,0.001890354);
trigeff->SetBinError(19,0.00177814);
trigeff->SetBinError(20,0.001864436);
trigeff->SetBinError(21,0.001663154);
trigeff->SetBinError(22,0.00170007);
trigeff->SetBinError(23,0.00173455);
trigeff->SetBinError(24,0.001481362);
trigeff->SetBinError(25,0.001655051);
trigeff->SetBinError(26,0.001603857);
trigeff->SetBinError(27,0.00195356);
trigeff->SetBinError(28,0.00163551);
trigeff->SetBinError(29,0.001474872);
trigeff->SetBinError(30,0.001623358);
trigeff->SetBinError(31,0.00154461);
trigeff->SetBinError(32,0.001534909);
trigeff->SetBinError(33,0.00158181);
trigeff->SetBinError(34,0.001491233);
trigeff->SetBinError(35,0.001286982);
trigeff->SetBinError(36,0.001328752);
trigeff->SetBinError(37,0.00152958);
trigeff->SetBinError(38,0.001348444);
trigeff->SetBinError(39,0.00166985);
trigeff->SetBinError(40,0.001624111);
trigeff->SetBinError(41,0.001586005);
trigeff->SetBinError(42,0.001827581);
trigeff->SetBinError(43,0.001420028);
trigeff->SetBinError(44,0.002227847);
trigeff->SetBinError(45,0.001874108);
trigeff->SetBinError(46,0.00114964);
trigeff->SetBinError(47,0.001293933);
trigeff->SetBinError(48,0.001462021);
trigeff->SetBinError(49,0.001515213);
trigeff->SetBinError(50,0.001377697);
trigeff->SetBinError(51,0.0009272125);
trigeff->SetBinError(52,0.001331017);
trigeff->SetBinError(53,0.001174711);
trigeff->SetBinError(54,0.001150746);
trigeff->SetBinError(55,0.001991336);
trigeff->SetBinError(56,0.001625642);
trigeff->SetBinError(57,0.001748087);
trigeff->SetBinError(58,0.00259828);
trigeff->SetBinError(59,0.0009945236);
trigeff->SetBinError(60,0.0009766661);
trigeff->SetBinError(61,0.000839278);
trigeff->SetBinError(62,0.001137741);
trigeff->SetBinError(63,0.002250715);
trigeff->SetBinError(64,0.0021065);
trigeff->SetBinError(65,0.001554078);
trigeff->SetBinError(66,0.001613457);
trigeff->SetBinError(67,0.003221342);
trigeff->SetBinError(69,0.001135718);
trigeff->SetBinError(70,0.002979388);
trigeff->SetBinError(71,0.001301235);
trigeff->SetBinError(72,0.00214274);
trigeff->SetBinError(73,0.00203191);
trigeff->SetBinError(74,0.002314579);
trigeff->SetBinError(75,0.001787308);
trigeff->SetBinError(76,0.002223598);
trigeff->SetBinError(77,0.00230327);
trigeff->SetBinError(78,0.001974331);
trigeff->SetBinError(79,0.002200216);
trigeff->SetBinError(81,0.002328284);
trigeff->SetBinError(82,0.002209941);
trigeff->SetBinError(83,0.00450458);
trigeff->SetBinError(84,0.004029049);
trigeff->SetBinError(87,0.003241478);
trigeff->SetBinError(89,0.00325202);
trigeff->SetBinError(90,0.003809503);
trigeff->SetBinError(96,0.005899627);
trigeff->SetBinError(98,0.007220074);
trigeff->SetBinError(100,0.010256);
trigeff->SetBinError(101,0.009389357);
trigeff->SetBinError(102,0.01117265);
trigeff->SetEntries(369636);
trigeff->SetDirectory(0);
trigeff->SetFillColor(1);
trigeff->SetFillStyle(0);
trigeff->SetLineStyle(2);
trigeff->SetLineWidth(3);
trigeff->SetMarkerStyle(20);
trigeff->GetXaxis()->SetTitle("M");
trigeff->GetXaxis()->SetLabelFont(42);
trigeff->GetXaxis()->SetLabelOffset(0.01);
trigeff->GetXaxis()->SetLabelSize(0.045);
trigeff->GetXaxis()->SetTitleSize(0.055);
trigeff->GetXaxis()->SetTitleFont(42);
trigeff->GetYaxis()->SetTitle("Selection efficiency");
trigeff->GetYaxis()->SetLabelFont(42);
trigeff->GetYaxis()->SetLabelOffset(0.01);
trigeff->GetYaxis()->SetLabelSize(0.045);
trigeff->GetYaxis()->SetTitleSize(0.055);
trigeff->GetYaxis()->SetTitleOffset(1.6);
trigeff->GetYaxis()->SetTitleFont(42);
trigeff->GetZaxis()->SetLabelFont(42);
trigeff->GetZaxis()->SetLabelSize(0.045);
trigeff->GetZaxis()->SetTitleFont(42);
trigeff->Draw("p same");
TLegend *leg = new TLegend(0.57,0.22,1,0.42,NULL,"brNDC");
leg->SetBorderSize(0);
leg->SetTextFont(62);
leg->SetLineColor(1);
leg->SetLineStyle(1);
leg->SetLineWidth(1);
leg->SetFillColor(19);
leg->SetFillStyle(0);
TLegendEntry *entry=leg->AddEntry("trigeff","PYTHIA 7 TeV","l");
entry->SetLineColor(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(20);
entry->SetMarkerSize(1);
//entry=leg->AddEntry("trigeff","(Atlas tune)","");
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry=leg->AddEntry("trigeff","PHOJET 7 TeV","p");
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(20);
entry->SetMarkerSize(1);
leg->Draw();
printFinalCanvases(cEvtSel,"trigeff");
/*
TLatex * tex = new TLatex(0.85,0.9,"CMS");
tex->SetNDC();
tex->SetTextSize(0.04);
tex->SetLineWidth(2);
tex->Draw();
cEvtSel->Modified();
cEvtSel->cd();
cEvtSel->SetSelected(cEvtSel);
*/
}
void PlotAll(TString wsname)
{
char* binLabels[19] = {"60","70","80","90","100","110","120","130","140","150","160","170","180","190","200","250","300","400","1000"};
//get the stuff from the workspace:
TFile* file=TFile::Open(wsname);
RooWorkspace* ws = (RooWorkspace*)file->Get("combined");
ModelConfig *mc = (ModelConfig*)ws->obj("ModelConfig");
RooAbsData *data = ws->data("obsData");
RooSimultaneous* simPdf=(RooSimultaneous*)(mc->GetPdf());
RooAbsReal* nll=simPdf->createNLL(*data);
// FPT 0 **************************************
// EM channel
RooCategory* chanCat = (RooCategory*) (&simPdf->indexCat());
TIterator* iterat = chanCat->typeIterator() ;
RooCatType* ttype = (RooCatType*)iterat->Next();
RooAbsPdf *pdf_stateEM = simPdf->getPdf(ttype->GetName()) ;
RooArgSet *obstmpEM = pdf_stateEM->getObservables( *mc->GetObservables() ) ;
// get EM data
RooAbsData *dataEM = data->reduce(Form("%s==%s::%s",chanCat->GetName(),chanCat->GetName(),ttype->GetName()));
RooRealVar *obsEM = ((RooRealVar*) obstmpEM->first());
TString chanName1(ttype->GetName());
// create data histogram
TH1* hdataEM = dataEM->createHistogram("Data "+chanName1,*obsEM);
// set errors to gaussian
for (int ib=0 ; ib<hdataEM->GetNbinsX()+1 ; ib++) hdataEM->SetBinError(ib, sqrt(hdataEM->GetBinContent(ib)));
double EMnorm = pdf_stateEM->expectedEvents(*obsEM);
//****************************
// ME channel
ttype = (RooCatType*)iterat->Next();
RooAbsPdf* pdf_stateME = simPdf->getPdf(ttype->GetName()) ;
RooArgSet* obstmpME = pdf_stateME->getObservables( *mc->GetObservables() ) ;
// get ME data
RooAbsData *dataME = data->reduce(Form("%s==%s::%s",chanCat->GetName(),chanCat->GetName(),ttype->GetName()));
RooRealVar* obsME = ((RooRealVar*) obstmpME->first());
TString chanName2(ttype->GetName());
// create data histogram
TH1* hdataME = dataME->createHistogram("Data "+chanName2,*obsME);
// set errors to gaussian
for (int ib=0 ; ib<hdataME->GetNbinsX()+1 ; ib++) hdataME->SetBinError(ib, sqrt(hdataME->GetBinContent(ib)));
// get initial BG histogram
//TH1* h_initial_BG_EM = pdf_stateEM->createHistogram("initial_BG_EM",*obsEM);
//TH1* h_initial_BG_ME = pdf_stateME->createHistogram("initial_BG_ME",*obsME);
double MEnorm = pdf_stateME->expectedEvents(*obsME);
cout << "EM expected events = " << EMnorm << ", ME expected events = " << MEnorm << "." << endl;
//h_initial_BG_EM->Scale(EMnorm);
//h_initial_BG_ME->Scale(MEnorm);
// get initial gammas
int nbins = hdataEM->GetNbinsX();
double InitGamma[nbins];
for (int i=0; i<nbins; i++)
{
TString varname = "gamma_B0_l1pt0_bin_"+NumberToString(i);
InitGamma[i] = ws->var(varname)->getVal();
cout << "initial gamma"+NumberToString(i)+" = " << InitGamma[i] << endl;
}
double InitFpt = ws->var("fl1pt_l1pt0")->getVal();
cout << "initial fpt_l1pt0 = " << InitFpt << endl;
// DO THE GLOBAL FIT
minimize(nll);
// get final BG histograms
TH1* h_final_BG_EM = pdf_stateEM->createHistogram("final_BG_EM",*obsEM);
TH1* h_final_BG_ME = pdf_stateME->createHistogram("final_BG_ME",*obsME);
h_final_BG_EM->Scale(EMnorm);
h_final_BG_ME->Scale(MEnorm);
// uncertainty bands
TH1D* BuncertaintyEM = new TH1D("BuncertaintyEM","BuncertaintyEM",nbins,0,nbins);
TH1D* BuncertaintyME = new TH1D("BuncertaintyME","BuncertaintyME",nbins,0,nbins);
for (int i=1; i<=nbins; i++){
double sigbEM = h_final_BG_EM->GetBinError(i);
double bEM = h_final_BG_EM->GetBinContent(i);
BuncertaintyEM->SetBinError(i,sigbEM); BuncertaintyEM->SetBinContent(i,bEM);
double sigbME = h_final_BG_ME->GetBinError(i);
double bME = h_final_BG_ME->GetBinContent(i);
BuncertaintyME->SetBinError(i,sigbME); BuncertaintyME->SetBinContent(i,bME);
}
//BuncertaintyEM->SetFillStyle(3004);
BuncertaintyEM->SetFillColor(kGreen-9);
BuncertaintyEM->SetLineColor(kBlack); BuncertaintyEM->SetLineStyle(2);
//BuncertaintyME->SetFillStyle(3004);
BuncertaintyME->SetFillColor(kBlue-9);
BuncertaintyME->SetLineColor(kBlack); BuncertaintyME->SetLineStyle(2);
// get gammas after fit
double FinalGamma[nbins];
//TH1* h_initBG_times_gamma = (TH1*)h_initial_BG_EM->Clone("initBGEM_times_gamma");
for (int i=0; i<nbins; i++)
{
TString varname = "gamma_B0_l1pt0_bin_"+NumberToString(i);
FinalGamma[i] = ws->var(varname)->getVal();
cout << "Final gamma in bin "+NumberToString(i)+" = " << FinalGamma[i] << endl;
// h_initBG_times_gamma->SetBinContent(i+1,h_initial_BG_EM->GetBinContent(i+1)*FinalGamma[i]);
}
//double FinalFpt = ws->var("fl1pt_l1pt0")->getVal();
// get final alpha (pull)
RooRealVar* alphaVar = ws->var("alpha_l1ptsys_l1pt0");
double alpha, alphaErr;
if (alphaVar != NULL) {
alpha = ws->var("alpha_l1ptsys_l1pt0")->getVal();
alphaErr = ws->var("alpha_l1ptsys_l1pt0")->getError();
}
//FOR UNCONSTRAINED FPT - get final fpts
double FinalFpt[5];
double FinalFptErr[5];
for (int k=0; k<5; k++){
TString varname = "fl1pt_l1pt"+NumberToString(k);
FinalFpt[k] = ws->var(varname)->getVal();
FinalFptErr[k] = ws->var(varname)->getError();
cout << varname << " = " << FinalFpt[k] << " +- " << FinalFptErr[k] << endl;
}
// get POI value
double mu = ws->var("mu_BR_htm")->getVal();
double muErr = ws->var("mu_BR_htm")->getError();
// Draw
TCanvas* c1 = new TCanvas("BG and Data "+chanName1+" "+chanName2,"BG and Data "+chanName1+" "+chanName2,600,600);
BuncertaintyEM->Draw("E3 sames"); BuncertaintyME->Draw("E3 sames");
//h_initial_BG_EM->SetLineColor(kGreen+2); h_initial_BG_EM->SetLineStyle(2); h_initial_BG_EM->Draw("sames");
hdataEM->SetLineColor(kGreen+2); hdataEM->SetMarkerStyle(20); hdataEM->SetMarkerColor(kGreen+2);
hdataEM->Draw("e1 sames");
//h_initial_BG_ME->SetLineColor(kBlue); h_initial_BG_ME->SetLineStyle(2); h_initial_BG_ME->Draw("sames");
hdataME->SetLineColor(kBlue); hdataME->SetMarkerStyle(20); hdataME->SetMarkerColor(kBlue);
hdataME->Draw("e1 sames");
h_final_BG_EM->SetLineColor(kGreen+2); h_final_BG_EM->SetLineWidth(2); h_final_BG_EM->Draw("sames");
h_final_BG_ME->SetLineColor(kBlue); h_final_BG_ME->SetLineWidth(2); h_final_BG_ME->Draw("sames");
TLegend* leg = new TLegend(0.5,0.45,0.85,0.65);
leg->SetFillColor(kWhite); leg->SetBorderSize(1); leg->SetLineColor(0); //leg->SetTextFont(14);
leg->SetTextSize(.03);
leg->AddEntry(hdataME,"DATA #mue","lep");
leg->AddEntry(hdataEM,"DATA e#mu","lep");
//leg->AddEntry(h_initial_BG_ME,"Initial #mue PDF","l");
//leg->AddEntry(h_initial_BG_EM,"Initial e#mu PDF","l");
leg->AddEntry(h_final_BG_ME,"#mue PDF = #gamma_{i}B_{i} + #muS_{i}","l");
leg->AddEntry(h_final_BG_EM,"e#mu PDF = f(1+#alpha#sigma)(#gamma_{i}B_{i}+#muW_{i})","l");
leg->Draw();
cout << " ********************* Fit Values **************************** " << endl;
if (alphaVar != NULL){cout << "alpha = " << alpha << " +- " << alphaErr << endl;}
cout << "mu = " << mu << " +- " << muErr << endl;
TString WriteDownAlphaValue;
TString WriteDownMuValue;
WriteDownAlphaValue = "Fpt0 = ";
WriteDownMuValue = "#mu = ";
WriteDownAlphaValue += Form("%4.4f",FinalFpt[0]);
WriteDownAlphaValue += "#pm";
WriteDownAlphaValue += Form("%4.4f",FinalFptErr[0]);
WriteDownMuValue += Form("%4.4f",mu);
WriteDownMuValue += "#pm";
WriteDownMuValue += Form("%4.4f",muErr);
TLatex *texl = new TLatex(12,25,WriteDownAlphaValue);
texl->SetTextAlign(22); texl->SetTextSize(0.03);
TLatex *texl2 = new TLatex(12,23,WriteDownMuValue);
texl2->SetTextAlign(22); texl2->SetTextSize(0.03);
texl->Draw();
texl2->Draw();
//FPT 1 ***********************************
ttype = (RooCatType*)iterat->Next();
RooAbsPdf *pdf_stateEM1 = simPdf->getPdf(ttype->GetName()) ;
RooArgSet *obstmpEM1 = pdf_stateEM1->getObservables( *mc->GetObservables() ) ;
RooAbsData *dataEM1 = data->reduce(Form("%s==%s::%s",chanCat->GetName(),chanCat->GetName(),ttype->GetName()));
RooRealVar *obsEM1 = ((RooRealVar*) obstmpEM1->first());
TString chanName11(ttype->GetName());
TH1* hdataEM1 = dataEM1->createHistogram("Data "+chanName11,*obsEM1);
for (int ib=0 ; ib<hdataEM1->GetNbinsX()+1 ; ib++) hdataEM1->SetBinError(ib, sqrt(hdataEM1->GetBinContent(ib)));
double EMnorm1 = pdf_stateEM1->expectedEvents(*obsEM1);
ttype = (RooCatType*)iterat->Next();
RooAbsPdf* pdf_stateME1 = simPdf->getPdf(ttype->GetName()) ;
RooArgSet* obstmpME1 = pdf_stateME1->getObservables( *mc->GetObservables() ) ;
RooAbsData *dataME1 = data->reduce(Form("%s==%s::%s",chanCat->GetName(),chanCat->GetName(),ttype->GetName()));
RooRealVar* obsME1 = ((RooRealVar*) obstmpME1->first());
TString chanName21(ttype->GetName());
TH1* hdataME1 = dataME1->createHistogram("Data "+chanName21,*obsME1);
for (int ib=0 ; ib<hdataME1->GetNbinsX()+1 ; ib++) hdataME1->SetBinError(ib, sqrt(hdataME1->GetBinContent(ib)));
double MEnorm1 = pdf_stateME1->expectedEvents(*obsME1);
TH1* h_final_BG_EM1 = pdf_stateEM1->createHistogram("final_BG_EM1",*obsEM1);
TH1* h_final_BG_ME1 = pdf_stateME1->createHistogram("final_BG_ME1",*obsME1);
h_final_BG_EM1->Scale(EMnorm1);
h_final_BG_ME1->Scale(MEnorm1);
TH1D* BuncertaintyEM1 = new TH1D("BuncertaintyEM1","BuncertaintyEM1",nbins,0,nbins);
TH1D* BuncertaintyME1 = new TH1D("BuncertaintyME1","BuncertaintyME1",nbins,0,nbins);
for (int i=1; i<=nbins; i++){
double sigbEM = h_final_BG_EM1->GetBinError(i);
double bEM = h_final_BG_EM1->GetBinContent(i);
BuncertaintyEM1->SetBinError(i,sigbEM); BuncertaintyEM1->SetBinContent(i,bEM);
double sigbME = h_final_BG_ME1->GetBinError(i);
double bME = h_final_BG_ME1->GetBinContent(i);
BuncertaintyME1->SetBinError(i,sigbME); BuncertaintyME1->SetBinContent(i,bME);
}
BuncertaintyEM1->SetFillColor(kGreen-9);
BuncertaintyEM1->SetLineColor(kBlack); BuncertaintyEM1->SetLineStyle(2);
BuncertaintyME1->SetFillColor(kBlue-9);
BuncertaintyME1->SetLineColor(kBlack); BuncertaintyME1->SetLineStyle(2);
double FinalGamma1[nbins];
for (int i=0; i<nbins; i++)
{
TString varname = "gamma_B0_l1pt1_bin_"+NumberToString(i);
FinalGamma1[i] = ws->var(varname)->getVal();
cout << "Final gamma in bin "+NumberToString(i)+" = " << FinalGamma1[i] << endl;
}
TCanvas* c2 = new TCanvas("BG and Data "+chanName11+" "+chanName21,"BG and Data "+chanName11+" "+chanName21,600,600);
BuncertaintyEM1->Draw("E3 sames"); BuncertaintyME1->Draw("E3 sames");
hdataEM1->SetLineColor(kGreen+2); hdataEM1->SetMarkerStyle(20); hdataEM1->SetMarkerColor(kGreen+2);
hdataEM1->Draw("e1 sames");
hdataME1->SetLineColor(kBlue); hdataME1->SetMarkerStyle(20); hdataME1->SetMarkerColor(kBlue);
hdataME1->Draw("e1 sames");
h_final_BG_EM1->SetLineColor(kGreen+2); h_final_BG_EM1->SetLineWidth(2); h_final_BG_EM1->Draw("sames");
h_final_BG_ME1->SetLineColor(kBlue); h_final_BG_ME1->SetLineWidth(2); h_final_BG_ME1->Draw("sames");
leg->Draw();
cout << " ********************* Fit Values **************************** " << endl;
cout << "mu = " << mu << " +- " << muErr << endl;
TString WriteDownAlphaValue1;
WriteDownAlphaValue1 = "Fpt1 = ";
WriteDownAlphaValue1 += Form("%4.4f",FinalFpt[1]);
WriteDownAlphaValue1 += "#pm";
WriteDownAlphaValue1 += Form("%4.4f",FinalFptErr[1]);
TLatex *texl11 = new TLatex(12,25,WriteDownAlphaValue1);
texl11->SetTextAlign(22); texl11->SetTextSize(0.03);
texl11->Draw();
texl2->Draw();
}
void Plot_BG(TString wsname)
{
//get the stuff from the workspace:
TFile* file=TFile::Open(wsname);
RooWorkspace* ws = (RooWorkspace*)file->Get("combined");
mc = (ModelConfig*)ws->obj("ModelConfig");
data = ws->data("obsData");
RooSimultaneous* simPdf=(RooSimultaneous*)(mc->GetPdf());
RooAbsReal* nll=simPdf->createNLL(*data);
//run on channels
RooCategory* chanCat = (RooCategory*) (&simPdf->indexCat());
TIterator* iterat = chanCat->typeIterator() ;
RooCatType* ttype;
bool stop = kFALSE;
while ((ttype = (RooCatType*) iterat->Next())&&!stop)
{
// bool toggle to run on one channel or all
stop = kTRUE;
RooAbsPdf *pdf_state = simPdf->getPdf(ttype->GetName()) ;
RooArgSet *obstmp = pdf_state->getObservables( *mc->GetObservables() ) ;
RooAbsData *datatmp = data->reduce(Form("%s==%s::%s",chanCat->GetName(),chanCat->GetName(),ttype->GetName()));
RooRealVar *obs = ((RooRealVar*) obstmp->first());
TString chanName(ttype->GetName());
// get data
TH1* hdata = datatmp->createHistogram("Data "+chanName,*obs);
// set errors to gaussian
for (int ib=0 ; ib<hdata->GetNbinsX()+1 ; ib++) hdata->SetBinError(ib, sqrt(hdata->GetBinContent(ib)));
// get initial BG
TH1* h_initial_BG = pdf_state->createHistogram("initial_BG_"+chanName,*obs);
// get initial gammas
int nbins = h_initial_BG->GetNbinsX();
double InitGamma[nbins];
for (int i=0; i<nbins; i++)
{
TString varname = "gamma_B0_0j_l1pt0_bin_"+NumberToString(i);
InitGamma[i] = ws->var(varname)->getVal();
cout << "initial gamma"+NumberToString(i)+" = " << InitGamma[i] << endl;
}
double InitFpt = ws->var("fl1pt_l1pt0")->getVal();
cout << "initial fpt_l1pt0 = " << InitFpt << endl;
TCanvas* c1 = new TCanvas("BG and Data "+chanName,"BG and Data "+chanName,600,600);
h_initial_BG->Draw();
//hdata->DrawNormalized("sames E1");
// DO THE GLOBAL FIT
RooMinimizer minim(*nll);
//set some options:
minim.setPrintLevel(0);
minim.optimizeConst(1);
minim.setOffsetting(true);
minim.setMinimizerType("Minuit2");
minim.minimize("Minuit2");
minim.setStrategy(3); //0-3 where 0 is the fastest
minim.migrad();
// get gammas after fit
double FinalGamma[nbins];
TH1* h_initBG_times_gamma = (TH1*)h_initial_BG->Clone("initBG_times_gamma");
for (int i=0; i<nbins; i++)
{
TString varname = "gamma_B0_0j_l1pt0_bin_"+NumberToString(i);
FinalGamma[i] = ws->var(varname)->getVal();
cout << "Final gamma in bin "+NumberToString(i)+" = " << FinalGamma[i] << endl;
h_initBG_times_gamma->SetBinContent(i+1,h_initial_BG->GetBinContent(i+1)*FinalGamma[i]);
}
double FinalFpt = ws->var("fl1pt_l1pt0")->getVal();
cout << "initial fpt_l1pt0 = " << InitFpt << endl;
cout << "final fpt_l1pt0 = " << FinalFpt << endl;
TH1* h_final_BG = pdf_state->createHistogram("final_BG_"+chanName,*obs);
//TCanvas* cf = new TCanvas("final BG","final BG",600,600);
h_final_BG->Draw("sames");
h_initBG_times_gamma->Draw("sames");
TH1* h_ratio = (TH1*)h_initial_BG->Clone("h_ratio");
h_ratio->Divide(h_final_BG);
//h_ratio->Draw();
cout << "channel name = " << chanName << endl;
for ( int j=1; j<=nbins; j++)
{
double init = h_initial_BG->GetBinContent(j);
double fina = h_final_BG->GetBinContent(j);
double r = (fina)/init;
cout << "in bin " << j << ", initial B = " << init << ", final B = " << fina << ", ratio = " << r << ", Gamma = " << FinalGamma[j-1] << endl;
}
}
}
TH1* VariableSizeRebin(TH1* inhisto, unsigned int nbinsx,
double *xbins, TString axisname="x",
TString newhistoname="newhist")
{
if ( nbinsx == 0 ) {
cout << "Error! nbinsx must be non-zero." << endl; return 0; }
if ( inhisto == 0 ) {
cout << "Error! Input histogram pointer is null." << endl; return 0; }
if ( axisname == "y" && !inhisto->InheritsFrom("TH2") ) {
cout << "No y-axis defined for " << inhisto->GetName() << endl; return 0; }
if ( newhistoname == "" ) {
cout << "Error! Output histogram name is null."<< endl; return 0; }
double *edgeArr = new double[nbinsx+2]; // an extra bin for safety
TAxis *axis = (axisname=="y" ? inhisto->GetYaxis() : inhisto->GetXaxis());
unsigned int nbins = 0; // number of bins for the new histogram
unsigned int j = 0; // dummy bin index (to be used as a pointer)
for ( unsigned int i=0; i<=axis->GetNbins()+1; ++i ) {
if ( j > nbinsx ) break;
double ble = axis->GetBinLowEdge(i);
if ( xbins[j] > ble ) continue;
edgeArr[nbins] = ble; j++; nbins++;
if ( xbins[j-1] < ble ) {
cout << "Warning! Bin edge at " << xbins[j-1] << " does not align with"
<< " input histo. Realigning at " << ble << ".\n";
// check if the upcoming bin edges become obsolete after realigning.
while ( j<=nbinsx && xbins[j] <= ble ) j++;
}
}
// if we finished the loop normally, ie. not 'break'ing out, it must be
// that the input histogram xrange is shorter than what the new binning
// tried to get. So handle that.
if ( j <= nbinsx ) {
double xmax = axis->GetBinLowEdge(axis->GetNbins()+1);
if ( xmax>edgeArr[nbins-1] ) {
edgeArr[nbins]=xmax;
cout << "Warning! Input histo reached max value of its x-range. "
<< "Last bin to be closed at " << edgeArr[nbins] << "." << endl;
nbins++; }
}
// we go out of the loop when index j overshoots. So our nbins is
// always one more than actual number of bins. Fix that.
nbins--;
if ( nbinsx != nbins )
cout << "Warning! nbinsx set to " << nbins
<< " instead of " << nbinsx << "." << endl;
//for ( unsigned int i=0; i<=nbins; i++ )
// cout << "For bin " << i+1 << "\tlowedge= " << edgeArr[i] << endl;
// Now generate the new histogram
TH1 *newhist = 0;
if ( !inhisto->InheritsFrom("TH2") )
newhist = inhisto->Rebin(nbins,newhistoname.Data(),edgeArr);
else {
// Copy the perpendicular axis as it is.
TAxis *axisp = (axisname=="y" ? inhisto->GetXaxis() : inhisto->GetYaxis());
unsigned int nbinsp = axisp->GetNbins();
double *edgeArrp = new double[nbinsp+1];
for ( unsigned int i=1; i<=nbinsp+1; ++i )
edgeArrp[i] = axisp->GetBinLowEdge(i);
if ( axisname == "y" ) {
if ( axisp->IsVariableBinSize() )
newhist = new TH2D(newhistoname, inhisto->GetTitle(),
nbinsp, edgeArrp, nbins, edgeArr);
else
newhist = new TH2D(newhistoname, inhisto->GetTitle(),
nbinsp, edgeArrp[0], edgeArrp[nbinsp+1],
nbins, edgeArr);
if ( axisp->GetLabels() )
for ( unsigned int i=1; i<=nbinsp; ++i )
newhist->GetXaxis()->SetBinLabel(i, axisp->GetBinLabel(i));
}
else
// ToDo: Have not yet implemented the above nice stuff for axisname=="x"
newhist = new TH2D(newhistoname, inhisto->GetTitle(),
nbins, edgeArr, nbinsp, edgeArrp);
newhist->GetYaxis()->SetTitle(inhisto->GetYaxis()->GetTitle());
newhist->GetXaxis()->SetTitle(inhisto->GetXaxis()->GetTitle());
bool sw2 = ( inhisto->GetSumw2N() != 0 );
// Fill the new histogram from the input histogram
j=0; // reset the dummy bin index
for ( unsigned int i=0; i<=axis->GetNbins()+1; ++i ) {
double ble = axis->GetBinLowEdge(i);
if ( edgeArr[j] == ble ) j++;
for ( unsigned int k=0; k<=nbinsp+1; ++k ) {
int newbin(0), oldbin(0);
// Equivalent 1D bin number = binx + (fXaxis.GetNbins()+2)*biny
if ( axisname == "y" ) {
newbin = k+j*(nbinsp+2); oldbin = k+i*(nbinsp+2); }
else {
newbin = j+k*(nbins+2); oldbin = i+k*(axis->GetNbins()+2); }
newhist->SetBinContent( newbin, newhist->GetBinContent(newbin)
+ inhisto->GetBinContent(oldbin) );
if ( sw2 )
newhist->SetBinError( newbin,
sqrt(pow(newhist->GetBinError(newbin),2) +
pow(inhisto->GetBinError(oldbin),2)) );
}
}
newhist->SetEntries(inhisto->GetEntries());
}
//newhist->Draw();
delete [] edgeArr;
return newhist;
}
TH1 *
UnfoldMe_MB2(const Char_t *data, const Char_t *mc, const Char_t *anatag, Int_t bin, Bool_t useMBcorr , Bool_t usecorrfit , Bool_t ismc , Float_t smooth , Int_t iter , Int_t regul , Float_t weight , Bool_t bayesian , Int_t nloop )
{
// MF comments:
// usedMBcorr: changes the matrix used for unfonding, from effMatrix to bin matrix (I think this is just to use mult dependent v s mb correction_)
// usecorrfit: if I understand correctly, fits the response matrix and uses fit to extrapolate it
TFile *fdt =0;
if (ismc)
fdt = TFile::Open(data);
else
fdt = TFile::Open(data);
TFile *fmc = TFile::Open(mc);
TList *ldt = (TList *)fdt->Get(Form("%s", anatag));
TList *lmc = (TList *)fmc->Get(Form("%s", anatag));
TH2 *hmatdt = (TH2 *)ldt->FindObject(Form(responseMatrix, bin));
TH2 *hmatmc = 0;
if (useMBcorr){
hmatmc = (TH2 *)lmc->FindObject("effMatrix");
std::cout << "USING MB" << std::endl;
}
else {
hmatmc = (TH2 *)lmc->FindObject(Form(responseMatrix, bin));
}
TH1 *hdata = hmatdt->ProjectionY("hdata");
// TH1 *hdata = hmatdt->ProjectionY("htrue"); // For truth Only Calculations
hdata->Sumw2();
hdata->SetBinContent(1, 0.);
hdata->SetBinError(1, 0.);
// hdata->Scale(1. / hdata->Integral());
hdata->SetMarkerStyle(25);
TH1 *htrue = hmatdt->ProjectionX("htrue");
htrue->Sumw2();
// htrue->Scale(1. / htrue->Integral());
htrue->SetMarkerStyle(7);
htrue->SetMarkerColor(2);
htrue->SetBinContent(1, 0.);
htrue->SetBinError(1, 0.);
TH2 *hcorr = (TH2 *)hmatmc->Clone("hcorr");
TH1 *hinit = (TH1 *)hdata->Clone("hinit");
TH1 *hresu = (TH1 *)hdata->Clone("hresu");
TH1 *hbias = (TH1 *)hdata->Clone("hbias");
hresu->SetMarkerStyle(20);
hresu->SetMarkerColor(4);
hresu->Reset();
TH1 *hnum = hcorr->ProjectionY("hnum");
TH1 *hden = hcorr->ProjectionY("hden");
TH1 *heff = hcorr->ProjectionY("heff");
hnum->Reset();
hnum->Sumw2();
hden->Reset();
hden->Sumw2();
heff->Reset();
for (Int_t i = 0; i < heff->GetNbinsX(); i++) {
Float_t int1 = hcorr->Integral(i + 1, i + 1, 0, -1);
if (int1 <= 0.) continue;
Float_t int2 = hcorr->Integral(i + 1, i + 1, 2, -1);
hnum->SetBinContent(i + 1, int2);
hnum->SetBinError(i + 1, TMath::Sqrt(int2));
hden->SetBinContent(i + 1, int1);
hden->SetBinError(i + 1, TMath::Sqrt(int1));
}
TCanvas *cEfficiency = new TCanvas("cEfficiency", "cEfficiency");
cEfficiency->SetLogx();
cEfficiency->SetLogy();
heff->Divide(hnum, hden, 1., 1., "B");
heff->Draw();
#if 0
for (Int_t ii = 0; ii < heff->GetNbinsX(); ii++) {
heff->SetBinContent(ii + 1, 1.);
heff->SetBinError(ii + 1, 0.);
}
#endif
for (Int_t i = 0; i < hcorr->GetNbinsX(); i++) {
hcorr->SetBinContent(i + 1, 1, 0.);
hcorr->SetBinError(i + 1, 1, 0.);
}
for (Int_t i = 0; i < hcorr->GetNbinsY(); i++) {
hcorr->SetBinContent(1, i + 1, 0.);
hcorr->SetBinError(1, i + 1, 0.);
}
TH2 *hcorrfit = ReturnCorrFromFit(hcorr);
// Docs from AliUnfolding
//Int_t AliUnfolding::Unfold(TH2* correlation, TH1* efficiency, TH1* measured, TH1* initialConditions, TH1* result, Bool_t check)
// unfolds with unfolding method fgMethodType
//
// parameters:
// correlation: response matrix as measured vs. generated
// efficiency: (optional) efficiency that is applied on the unfolded spectrum, i.e. it has to be in unfolded variables. If 0 no efficiency is applied.
// measured: the measured spectrum
// initialConditions: (optional) initial conditions for the unfolding. if 0 the measured spectrum is used as initial conditions.
// result: target for the unfolded result
// check: depends on the unfolding method, see comments in specific functions
for (Int_t iloop = 0; iloop < nloop; iloop++) {
if (bayesian) {
AliUnfolding::SetUnfoldingMethod(AliUnfolding::kBayesian);
AliUnfolding::SetBayesianParameters(smooth, iter);
} else {
AliUnfolding::SetUnfoldingMethod(AliUnfolding::kChi2Minimization);
AliUnfolding::SetChi2Regularization(AliUnfolding::RegularizationType(regul), weight);
}
AliUnfolding::SetSkip0BinInChi2(kTRUE);
AliUnfolding::SetSkipBinsBegin(1);
AliUnfolding::SetNbins(150, 150);
AliUnfolding::Unfold(usecorrfit ? hcorrfit : hcorr, heff, hdata, hinit, hresu);
hinit = (TH1 *)hresu->Clone(Form("hinit_%d", iloop));
}
printf("hdata->Integral(2, -1) = %f\n", hdata->Integral(2, -1));
printf("hresu->Integral(2, -1) = %f\n", hresu->Integral(2, -1));
TCanvas *cUnfolded = new TCanvas ("cUnfolded", "cUnfolded", 400, 800);
cUnfolded->Divide(1, 2);
cUnfolded->cd(1)->SetLogx();
cUnfolded->cd(1)->SetLogy();
hdata->Draw();
hresu->Draw("same");
htrue->Draw("same");
cUnfolded->cd(2)->SetLogx();
cUnfolded->cd(2)->DrawFrame(1., 0, 300., 10);
TH1 *hrat = (TH1 *)hresu->Clone("hrat");
hrat->Divide(htrue);
hrat->Draw("same");
TH1 *htrig = (TH1 *)hresu->Clone("htrig");
htrig->Multiply(heff);
Float_t dndeta_resu = 0.;
Float_t integr_resu = 0.;
Float_t dndeta_trig = 0.;
Float_t integr_trig = 0.;
for (Int_t i = 1; i < hresu->GetNbinsX(); i++) {
dndeta_resu += hresu->GetBinContent(i + 1) * hresu->GetBinLowEdge(i + 1);
integr_resu += hresu->GetBinContent(i + 1);
dndeta_trig += htrig->GetBinContent(i + 1) * htrig->GetBinLowEdge(i + 1);
integr_trig += htrig->GetBinContent(i + 1);
}
cUnfolded->SaveAs("unfold_efficiency.pdf");
integr_eff = integr_trig / integr_resu;
integr_eff_err = TMath::Sqrt(integr_eff * (1. - integr_eff) / integr_resu);
dndeta_eff = dndeta_trig / dndeta_resu;
dndeta_eff_err = TMath::Sqrt(dndeta_eff * (1. - dndeta_eff) / dndeta_resu);
printf("INEL > 0 efficiency: %.3f +- %.3f\n", integr_eff, integr_eff_err);
printf("dN/dEta correction: %.3f +- %.3f\n", dndeta_eff, dndeta_eff_err);
return hresu;
}
TH1 *
UnfoldMe(Char_t *data, Char_t *mc, Char_t *anatag, Int_t bin, Bool_t useMBcorr = kTRUE, Bool_t usecorrfit = kFALSE, Bool_t ismc = kFALSE, Float_t smooth = 0.001, Int_t iter = 50, Int_t regul = AliUnfolding::kPowerLaw, Float_t weight = 100., Bool_t bayesian = kTRUE, Int_t nloop = 1)
{
if (ismc)
TFile *fdt = TFile::Open(data);
else
TFile *fdt = TFile::Open(data);
TFile *fmc = TFile::Open(mc);
TList *ldt = (TList *)fdt->Get(Form("clist_%s", anatag));
TList *lmc = (TList *)fmc->Get(Form("clist_%s", anatag));
TH2 *hmatdt = (TH2 *)ldt->FindObject(Form("b%d_corrMatrix", bin));
if (useMBcorr)
TH2 *hmatmc = (TH2 *)lmc->FindObject("effMatrix");
else
TH2 *hmatmc = (TH2 *)lmc->FindObject(Form("b%d_corrMatrix", bin));
TH1 *hdata = hmatdt->ProjectionY("hdata");
hdata->Sumw2();
hdata->SetBinContent(1, 0.);
hdata->SetBinError(1, 0.);
// hdata->Scale(1. / hdata->Integral());
hdata->SetMarkerStyle(25);
TH1 *htrue = hmatdt->ProjectionX("htrue");
htrue->Sumw2();
// htrue->Scale(1. / htrue->Integral());
htrue->SetMarkerStyle(7);
htrue->SetMarkerColor(2);
htrue->SetBinContent(1, 0.);
htrue->SetBinError(1, 0.);
TH2 *hcorr = (TH2 *)hmatmc->Clone("hcorr");
TH1 *hinit = (TH1 *)hdata->Clone("hinit");
TH1 *hresu = (TH1 *)hdata->Clone("hresu");
TH1 *hbias = (TH1 *)hdata->Clone("hbias");
hresu->SetMarkerStyle(20);
hresu->SetMarkerColor(4);
hresu->Reset();
TH1 *hnum = hcorr->ProjectionY("hnum");
TH1 *hden = hcorr->ProjectionY("hden");
TH1 *heff = hcorr->ProjectionY("heff");
hnum->Reset();
hnum->Sumw2();
hden->Reset();
hden->Sumw2();
heff->Reset();
for (Int_t i = 0; i < heff->GetNbinsX(); i++) {
Float_t int1 = hcorr->Integral(i + 1, i + 1, 0, -1);
if (int1 <= 0.) continue;
Float_t int2 = hcorr->Integral(i + 1, i + 1, 2, -1);
hnum->SetBinContent(i + 1, int2);
hnum->SetBinError(i + 1, TMath::Sqrt(int2));
hden->SetBinContent(i + 1, int1);
hden->SetBinError(i + 1, TMath::Sqrt(int1));
}
new TCanvas("cEfficiency");
heff->Divide(hnum, hden, 1., 1., "B");
heff->Draw();
#if 0
for (Int_t ii = 0; ii < heff->GetNbinsX(); ii++) {
heff->SetBinContent(ii + 1, 1.);
heff->SetBinError(ii + 1, 0.);
}
#endif
for (Int_t i = 0; i < hcorr->GetNbinsX(); i++) {
hcorr->SetBinContent(i + 1, 1, 0.);
hcorr->SetBinError(i + 1, 1, 0.);
}
for (Int_t i = 0; i < hcorr->GetNbinsY(); i++) {
hcorr->SetBinContent(1, i + 1, 0.);
hcorr->SetBinError(1, i + 1, 0.);
}
TH2 *hcorrfit = ReturnCorrFromFit(hcorr);
for (Int_t iloop = 0; iloop < nloop; iloop++) {
if (bayesian) {
AliUnfolding::SetUnfoldingMethod(AliUnfolding::kBayesian);
AliUnfolding::SetBayesianParameters(smooth, iter);
} else {
AliUnfolding::SetUnfoldingMethod(AliUnfolding::kChi2Minimization);
AliUnfolding::SetChi2Regularization(regul, weight);
}
AliUnfolding::SetSkip0BinInChi2(kTRUE);
AliUnfolding::SetSkipBinsBegin(1);
AliUnfolding::SetNbins(150, 150);
AliUnfolding::Unfold(usecorrfit ? hcorrfit : hcorr, heff, hdata, hinit, hresu);
hinit = (TH1 *)hresu->Clone(Form("hinit_%d", iloop));
}
printf("hdata->Integral(2, -1) = %f\n", hdata->Integral(2, -1));
printf("hresu->Integral(2, -1) = %f\n", hresu->Integral(2, -1));
TCanvas *cUnfolded = new TCanvas ("cUnfolded", "", 400, 800);
cUnfolded->Divide(1, 2);
cUnfolded->cd(1)->SetLogx();
cUnfolded->cd(1)->SetLogy();
hdata->Draw();
hresu->Draw("same");
htrue->Draw("same");
cUnfolded->cd(2)->SetLogx();
cUnfolded->cd(2)->DrawFrame(1., 0.75, 300., 1.25);
TH1 *hrat = (TH1 *)hresu->Clone("hrat");
hrat->Divide(htrue);
hrat->Draw("same");
TH1 *htrig = (TH1 *)hresu->Clone("htrig");
htrig->Multiply(heff);
Float_t dndeta_resu = 0.;
Float_t integr_resu = 0.;
Float_t dndeta_trig = 0.;
Float_t integr_trig = 0.;
for (Int_t i = 1; i < hresu->GetNbinsX(); i++) {
dndeta_resu += hresu->GetBinContent(i + 1) * hresu->GetBinLowEdge(i + 1);
integr_resu += hresu->GetBinContent(i + 1);
dndeta_trig += htrig->GetBinContent(i + 1) * htrig->GetBinLowEdge(i + 1);
integr_trig += htrig->GetBinContent(i + 1);
}
// dndeta_resu /= integr_resu;
// dndeta_trig /= integr_trig;
integr_eff = integr_trig / integr_resu;
integr_eff_err = TMath::Sqrt(integr_eff * (1. - integr_eff) / integr_resu);
dndeta_eff = dndeta_trig / dndeta_resu;
dndeta_eff_err = TMath::Sqrt(dndeta_eff * (1. - dndeta_eff) / dndeta_resu);
printf("INEL > 0 efficiency: %.3f +- %.3f\n", integr_eff, integr_eff_err);
printf("dN/dEta correction: %.3f +- %.3f\n", dndeta_eff, dndeta_eff_err);
return hresu;
}
void diffrac(){
gROOT->Reset();
//gROOT->ProcessLine(".x rootlogon.C");
//=========Macro generated from canvas: cEvtSel/EvtSel
//========= (Wed Apr 14 17:19:02 2010) by ROOT version5.22/00d
TCanvas *cEvtSel = new TCanvas("cEvtSel", "EvtSel",550,600);
/*
TCanvas *cEvtSel = new TCanvas("cEvtSel", "EvtSel",0,22,550,600);
gStyle->SetOptFit(1);
gStyle->SetOptStat(0);
cEvtSel->Range(-32.99367,-0.009375,158.1456,0.053125);
cEvtSel->SetFillColor(0);
cEvtSel->SetBorderMode(0);
cEvtSel->SetBorderSize(0);
cEvtSel->SetTickx(1);
cEvtSel->SetTicky(1);
cEvtSel->SetLeftMargin(0.17);
cEvtSel->SetRightMargin(0.04);
cEvtSel->SetTopMargin(0.05);
cEvtSel->SetBottomMargin(0.15);
cEvtSel->SetFrameLineColor(0);
cEvtSel->SetFrameBorderMode(0);
cEvtSel->SetFrameLineColor(0);
cEvtSel->SetFrameBorderMode(0);
*/
//TH1 *hFrame2 = new TH2D("hFrame2","",1,-0.5,60.5,1,0,0.06);
TH1 *hFrame2 = new TH2D("hFrame2","",1,-0.5,150.5,1,0,0.05);
hFrame2->SetDirectory(0);
hFrame2->SetStats(0);
hFrame2->GetXaxis()->SetTitle("Charged-particle multiplicity");
hFrame2->GetXaxis()->CenterTitle(true);
hFrame2->GetYaxis()->SetTitle("Fraction of events");
hFrame2->GetYaxis()->CenterTitle(true);
hFrame2->GetYaxis()->SetTitleOffset(1.5);
hFrame2->Draw("");
hFrame2->GetXaxis()->SetNdivisions(312);
hFrame2->GetYaxis()->SetNdivisions(305);
/*
TH1 *hFrame2 = new TH2D("hFrame2","",1,-0.5,150.5,1,0,0.05);
hFrame2->SetDirectory(0);
hFrame2->SetStats(0);
hFrame2->SetFillColor(1);
hFrame2->SetFillStyle(0);
hFrame2->SetLineStyle(0);
hFrame2->SetMarkerStyle(20);
hFrame2->SetMarkerSize(1.5);
hFrame2->GetXaxis()->SetTitle("Charged-particle multiplicity");
hFrame2->GetXaxis()->CenterTitle(true);
hFrame2->GetXaxis()->SetNdivisions(312);
hFrame2->GetXaxis()->SetLabelFont(42);
hFrame2->GetXaxis()->SetLabelOffset(0.01);
hFrame2->GetXaxis()->SetLabelSize(0.045);
hFrame2->GetXaxis()->SetTitleSize(0.055);
hFrame2->GetXaxis()->SetTitleFont(42);
hFrame2->GetYaxis()->SetTitle("Fraction of events");
hFrame2->GetYaxis()->CenterTitle(true);
hFrame2->GetYaxis()->SetLabelFont(42);
hFrame2->GetYaxis()->SetLabelOffset(0.01);
hFrame2->GetYaxis()->SetLabelSize(0.045);
hFrame2->GetYaxis()->SetTitleSize(0.055);
hFrame2->GetYaxis()->SetTitleOffset(1.5);
hFrame2->GetYaxis()->SetTitleFont(42);
hFrame2->GetZaxis()->SetLabelFont(42);
hFrame2->GetZaxis()->SetLabelSize(0.045);
hFrame2->GetZaxis()->SetTitleFont(42);
hFrame2->Draw("");
*/
TH1 *diffrac = new TH1D("diffrac","diffrac",200,0,200);
diffrac->SetBinContent(1,0.0004697663);
diffrac->SetBinContent(2,0.008010118);
diffrac->SetBinContent(3,0.0127921);
diffrac->SetBinContent(4,0.01698988);
diffrac->SetBinContent(5,0.02012166);
diffrac->SetBinContent(6,0.022341);
diffrac->SetBinContent(7,0.02315105);
diffrac->SetBinContent(8,0.02518068);
diffrac->SetBinContent(9,0.02668032);
diffrac->SetBinContent(10,0.02875512);
diffrac->SetBinContent(11,0.03089617);
diffrac->SetBinContent(12,0.0324741);
diffrac->SetBinContent(13,0.03311853);
diffrac->SetBinContent(14,0.03265478);
diffrac->SetBinContent(15,0.03213081);
diffrac->SetBinContent(16,0.03054987);
diffrac->SetBinContent(17,0.0283245);
diffrac->SetBinContent(18,0.02640026);
diffrac->SetBinContent(19,0.02394001);
diffrac->SetBinContent(20,0.02234401);
diffrac->SetBinContent(21,0.02026921);
diffrac->SetBinContent(22,0.01865213);
diffrac->SetBinContent(23,0.01720369);
diffrac->SetBinContent(24,0.01639665);
diffrac->SetBinContent(25,0.01546013);
diffrac->SetBinContent(26,0.01423151);
diffrac->SetBinContent(27,0.01359311);
diffrac->SetBinContent(28,0.01247892);
diffrac->SetBinContent(29,0.01204529);
diffrac->SetBinContent(30,0.01130752);
diffrac->SetBinContent(31,0.01089798);
diffrac->SetBinContent(32,0.01070826);
diffrac->SetBinContent(33,0.009497711);
diffrac->SetBinContent(34,0.009579017);
diffrac->SetBinContent(35,0.008805107);
diffrac->SetBinContent(36,0.008741869);
diffrac->SetBinContent(37,0.008522043);
diffrac->SetBinContent(38,0.00790171);
diffrac->SetBinContent(39,0.007799325);
diffrac->SetBinContent(40,0.007486148);
diffrac->SetBinContent(41,0.006838714);
diffrac->SetBinContent(42,0.006947121);
diffrac->SetBinContent(43,0.006504457);
diffrac->SetBinContent(44,0.0063298);
diffrac->SetBinContent(45,0.006122019);
diffrac->SetBinContent(46,0.006061792);
diffrac->SetBinContent(47,0.005823898);
diffrac->SetBinContent(48,0.005661286);
diffrac->SetBinContent(49,0.005543845);
diffrac->SetBinContent(50,0.005363166);
diffrac->SetBinContent(51,0.005215611);
diffrac->SetBinContent(52,0.00503192);
diffrac->SetBinContent(53,0.004800048);
diffrac->SetBinContent(54,0.004839195);
diffrac->SetBinContent(55,0.004583233);
diffrac->SetBinContent(56,0.004544086);
diffrac->SetBinContent(57,0.004471814);
diffrac->SetBinContent(58,0.004146591);
diffrac->SetBinContent(59,0.004267044);
diffrac->SetBinContent(60,0.003990002);
diffrac->SetBinContent(61,0.004083353);
diffrac->SetBinContent(62,0.003806312);
diffrac->SetBinContent(63,0.003782221);
diffrac->SetBinContent(64,0.003812334);
diffrac->SetBinContent(65,0.003472055);
diffrac->SetBinContent(66,0.00366478);
diffrac->SetBinContent(67,0.003195013);
diffrac->SetBinContent(68,0.003285353);
diffrac->SetBinContent(69,0.00323416);
diffrac->SetBinContent(70,0.0031649);
diffrac->SetBinContent(71,0.003110696);
diffrac->SetBinContent(72,0.003170923);
diffrac->SetBinContent(73,0.002966153);
diffrac->SetBinContent(74,0.002957119);
diffrac->SetBinContent(75,0.002905926);
diffrac->SetBinContent(76,0.002954107);
diffrac->SetBinContent(77,0.002785473);
diffrac->SetBinContent(78,0.002836666);
diffrac->SetBinContent(79,0.002725247);
diffrac->SetBinContent(80,0.002728258);
diffrac->SetBinContent(81,0.002568658);
diffrac->SetBinContent(82,0.002288605);
diffrac->SetBinContent(83,0.002499398);
diffrac->SetBinContent(84,0.002445194);
diffrac->SetBinContent(85,0.002378945);
diffrac->SetBinContent(86,0.00227656);
diffrac->SetBinContent(87,0.002418092);
diffrac->SetBinContent(88,0.002351843);
diffrac->SetBinContent(89,0.002381956);
diffrac->SetBinContent(90,0.002189232);
diffrac->SetBinContent(91,0.002222356);
diffrac->SetBinContent(92,0.002198265);
diffrac->SetBinContent(93,0.002219345);
diffrac->SetBinContent(94,0.002198265);
diffrac->SetBinContent(95,0.002089858);
diffrac->SetBinContent(96,0.001996507);
diffrac->SetBinContent(97,0.001972416);
diffrac->SetBinContent(98,0.001903156);
diffrac->SetBinContent(99,0.001818839);
diffrac->SetBinContent(100,0.001876054);
diffrac->SetBinContent(101,0.001864009);
diffrac->SetBinContent(102,0.001767646);
diffrac->SetBinContent(103,0.001879065);
diffrac->SetBinContent(104,0.001894122);
diffrac->SetBinContent(105,0.001695375);
diffrac->SetBinContent(106,0.001674295);
diffrac->SetBinContent(107,0.001611058);
diffrac->SetBinContent(108,0.001556854);
diffrac->SetBinContent(109,0.001620092);
diffrac->SetBinContent(110,0.001556854);
diffrac->SetBinContent(111,0.001568899);
diffrac->SetBinContent(112,0.001475548);
diffrac->SetBinContent(113,0.001376174);
diffrac->SetBinContent(114,0.001448446);
diffrac->SetBinContent(115,0.001520718);
diffrac->SetBinContent(116,0.001261744);
diffrac->SetBinContent(117,0.001448446);
diffrac->SetBinContent(118,0.001282823);
diffrac->SetBinContent(119,0.001219586);
diffrac->SetBinContent(120,0.001201518);
diffrac->SetBinContent(121,0.001237654);
diffrac->SetBinContent(122,0.001141291);
diffrac->SetBinContent(123,0.001195495);
diffrac->SetBinContent(124,0.001150325);
diffrac->SetBinContent(125,0.001195495);
diffrac->SetBinContent(126,0.0009816912);
diffrac->SetBinContent(127,0.001135269);
diffrac->SetBinContent(128,0.00100277);
diffrac->SetBinContent(129,0.001005782);
diffrac->SetBinContent(130,0.0009003854);
diffrac->SetBinContent(131,0.0008823175);
diffrac->SetBinContent(132,0.0009576006);
diffrac->SetBinContent(133,0.0008732835);
diffrac->SetBinContent(134,0.0008220911);
diffrac->SetBinContent(135,0.000831125);
diffrac->SetBinContent(136,0.0007437967);
diffrac->SetBinContent(137,0.000662491);
diffrac->SetBinContent(138,0.0007046495);
diffrac->SetBinContent(139,0.0007287401);
diffrac->SetBinContent(140,0.0007407854);
diffrac->SetBinContent(141,0.0006263551);
diffrac->SetBinContent(142,0.0006745363);
diffrac->SetBinContent(143,0.000653457);
diffrac->SetBinContent(144,0.0006082872);
diffrac->SetBinContent(145,0.0005420381);
diffrac->SetBinContent(146,0.0005631173);
diffrac->SetBinContent(147,0.0005059022);
diffrac->SetBinContent(148,0.0005781739);
diffrac->SetBinContent(149,0.0005239701);
diffrac->SetBinContent(150,0.0004547097);
diffrac->SetBinContent(151,0.0004697663);
diffrac->SetBinContent(152,0.0004547097);
diffrac->SetBinContent(153,0.0004396531);
diffrac->SetBinContent(154,0.0004697663);
diffrac->SetBinContent(155,0.0003884606);
diffrac->SetBinContent(156,0.0003613587);
diffrac->SetBinContent(157,0.0003523247);
diffrac->SetBinContent(158,0.0003703927);
diffrac->SetBinContent(159,0.0003794266);
diffrac->SetBinContent(160,0.0003041436);
diffrac->SetBinContent(161,0.0003192002);
diffrac->SetBinContent(162,0.000280053);
diffrac->SetBinContent(163,0.0002770417);
diffrac->SetBinContent(164,0.0002228379);
diffrac->SetBinContent(165,0.0002529511);
diffrac->SetBinContent(166,0.0002469285);
diffrac->SetBinContent(167,0.0002318718);
diffrac->SetBinContent(168,0.0003041436);
diffrac->SetBinContent(169,0.0002198265);
diffrac->SetBinContent(170,0.0002499398);
diffrac->SetBinContent(171,0.0001565888);
diffrac->SetBinContent(172,0.0001656227);
diffrac->SetBinContent(173,0.0001535775);
diffrac->SetBinContent(174,0.0001626114);
diffrac->SetBinContent(175,0.0001987473);
diffrac->SetBinContent(176,0.0001445435);
diffrac->SetBinContent(177,0.0001174416);
diffrac->SetBinContent(178,0.0001445435);
diffrac->SetBinContent(179,0.0001415322);
diffrac->SetBinContent(180,0.0001445435);
diffrac->SetBinContent(181,0.0001264755);
diffrac->SetBinContent(182,6.62491e-05);
diffrac->SetBinContent(183,7.227174e-05);
diffrac->SetBinContent(184,0.0001053963);
diffrac->SetBinContent(185,9.033968e-05);
diffrac->SetBinContent(186,8.732835e-05);
diffrac->SetBinContent(187,6.022645e-05);
diffrac->SetBinContent(188,9.3351e-05);
diffrac->SetBinContent(189,8.732835e-05);
diffrac->SetBinContent(190,8.431703e-05);
diffrac->SetBinContent(191,9.033968e-05);
diffrac->SetBinContent(192,4.215852e-05);
diffrac->SetBinContent(193,6.62491e-05);
diffrac->SetBinContent(194,7.528306e-05);
diffrac->SetBinContent(195,4.215852e-05);
diffrac->SetBinContent(196,4.516984e-05);
diffrac->SetBinContent(197,3.613587e-05);
diffrac->SetBinContent(198,6.022645e-05);
diffrac->SetBinContent(199,4.516984e-05);
diffrac->SetBinContent(200,3.011323e-05);
diffrac->SetBinContent(201,0.000457721);
diffrac->SetBinError(1,3.761141e-05);
diffrac->SetBinError(2,0.0001553095);
diffrac->SetBinError(3,0.000196268);
diffrac->SetBinError(4,0.0002261902);
diffrac->SetBinError(5,0.0002461561);
diffrac->SetBinError(6,0.0002593761);
diffrac->SetBinError(7,0.0002640365);
diffrac->SetBinError(8,0.0002753673);
diffrac->SetBinError(9,0.0002834485);
diffrac->SetBinError(10,0.0002942634);
diffrac->SetBinError(11,0.0003050219);
diffrac->SetBinError(12,0.0003127139);
diffrac->SetBinError(13,0.0003158015);
diffrac->SetBinError(14,0.0003135827);
diffrac->SetBinError(15,0.0003110566);
diffrac->SetBinError(16,0.0003033076);
diffrac->SetBinError(17,0.0002920517);
diffrac->SetBinError(18,0.0002819569);
diffrac->SetBinError(19,0.0002684979);
diffrac->SetBinError(20,0.0002593936);
diffrac->SetBinError(21,0.0002470569);
diffrac->SetBinError(22,0.000236997);
diffrac->SetBinError(23,0.000227609);
diffrac->SetBinError(24,0.0002222062);
diffrac->SetBinError(25,0.0002157671);
diffrac->SetBinError(26,0.0002070161);
diffrac->SetBinError(27,0.0002023196);
diffrac->SetBinError(28,0.0001938506);
diffrac->SetBinError(29,0.0001904528);
diffrac->SetBinError(30,0.000184528);
diffrac->SetBinError(31,0.0001811555);
diffrac->SetBinError(32,0.0001795718);
diffrac->SetBinError(33,0.0001691173);
diffrac->SetBinError(34,0.0001698397);
diffrac->SetBinError(35,0.0001628343);
diffrac->SetBinError(36,0.0001622485);
diffrac->SetBinError(37,0.0001601956);
diffrac->SetBinError(38,0.000154255);
diffrac->SetBinError(39,0.0001532524);
diffrac->SetBinError(40,0.000150144);
diffrac->SetBinError(41,0.0001435046);
diffrac->SetBinError(42,0.0001446376);
diffrac->SetBinError(43,0.0001399536);
diffrac->SetBinError(44,0.0001380618);
diffrac->SetBinError(45,0.0001357769);
diffrac->SetBinError(46,0.0001351074);
diffrac->SetBinError(47,0.0001324297);
diffrac->SetBinError(48,0.0001305678);
diffrac->SetBinError(49,0.0001292064);
diffrac->SetBinError(50,0.0001270835);
diffrac->SetBinError(51,0.0001253231);
diffrac->SetBinError(52,0.0001230964);
diffrac->SetBinError(53,0.0001202268);
diffrac->SetBinError(54,0.0001207161);
diffrac->SetBinError(55,0.0001174802);
diffrac->SetBinError(56,0.0001169774);
diffrac->SetBinError(57,0.0001160434);
diffrac->SetBinError(58,0.000111744);
diffrac->SetBinError(59,0.0001133554);
diffrac->SetBinError(60,0.0001096138);
diffrac->SetBinError(61,0.0001108887);
diffrac->SetBinError(62,0.0001070609);
diffrac->SetBinError(63,0.0001067215);
diffrac->SetBinError(64,0.0001071455);
diffrac->SetBinError(65,0.000102252);
diffrac->SetBinError(66,0.0001050516);
diffrac->SetBinError(67,9.808779e-05);
diffrac->SetBinError(68,9.946486e-05);
diffrac->SetBinError(69,9.868688e-05);
diffrac->SetBinError(70,9.762446e-05);
diffrac->SetBinError(71,9.678486e-05);
diffrac->SetBinError(72,9.77173e-05);
diffrac->SetBinError(73,9.450948e-05);
diffrac->SetBinError(74,9.436545e-05);
diffrac->SetBinError(75,9.354508e-05);
diffrac->SetBinError(76,9.431739e-05);
diffrac->SetBinError(77,9.15858e-05);
diffrac->SetBinError(78,9.242357e-05);
diffrac->SetBinError(79,9.059027e-05);
diffrac->SetBinError(80,9.064031e-05);
diffrac->SetBinError(81,8.794918e-05);
diffrac->SetBinError(82,8.301643e-05);
diffrac->SetBinError(83,8.675536e-05);
diffrac->SetBinError(84,8.580948e-05);
diffrac->SetBinError(85,8.463906e-05);
diffrac->SetBinError(86,8.279768e-05);
diffrac->SetBinError(87,8.533261e-05);
diffrac->SetBinError(88,8.415556e-05);
diffrac->SetBinError(89,8.469261e-05);
diffrac->SetBinError(90,8.11941e-05);
diffrac->SetBinError(91,8.180606e-05);
diffrac->SetBinError(92,8.136146e-05);
diffrac->SetBinError(93,8.175061e-05);
diffrac->SetBinError(94,8.136146e-05);
diffrac->SetBinError(95,7.932992e-05);
diffrac->SetBinError(96,7.75379e-05);
diffrac->SetBinError(97,7.706868e-05);
diffrac->SetBinError(98,7.570348e-05);
diffrac->SetBinError(99,7.40075e-05);
diffrac->SetBinError(100,7.516251e-05);
diffrac->SetBinError(101,7.492083e-05);
diffrac->SetBinError(102,7.295857e-05);
diffrac->SetBinError(103,7.522281e-05);
diffrac->SetBinError(104,7.552359e-05);
diffrac->SetBinError(105,7.145152e-05);
diffrac->SetBinError(106,7.100594e-05);
diffrac->SetBinError(107,6.965209e-05);
diffrac->SetBinError(108,6.847035e-05);
diffrac->SetBinError(109,6.984711e-05);
diffrac->SetBinError(110,6.847035e-05);
diffrac->SetBinError(111,6.873472e-05);
diffrac->SetBinError(112,6.665847e-05);
diffrac->SetBinError(113,6.437472e-05);
diffrac->SetBinError(114,6.604346e-05);
diffrac->SetBinError(115,6.767106e-05);
diffrac->SetBinError(116,6.164024e-05);
diffrac->SetBinError(117,6.604346e-05);
diffrac->SetBinError(118,6.2153e-05);
diffrac->SetBinError(119,6.06017e-05);
diffrac->SetBinError(120,6.015112e-05);
diffrac->SetBinError(121,6.104895e-05);
diffrac->SetBinError(122,5.862419e-05);
diffrac->SetBinError(123,6.000018e-05);
diffrac->SetBinError(124,5.885576e-05);
diffrac->SetBinError(125,6.000018e-05);
diffrac->SetBinError(126,5.437084e-05);
diffrac->SetBinError(127,5.846931e-05);
diffrac->SetBinError(128,5.495148e-05);
diffrac->SetBinError(129,5.503393e-05);
diffrac->SetBinError(130,5.207063e-05);
diffrac->SetBinError(131,5.154554e-05);
diffrac->SetBinError(132,5.369957e-05);
diffrac->SetBinError(133,5.128098e-05);
diffrac->SetBinError(134,4.975521e-05);
diffrac->SetBinError(135,5.002785e-05);
diffrac->SetBinError(136,4.732665e-05);
diffrac->SetBinError(137,4.466513e-05);
diffrac->SetBinError(138,4.606438e-05);
diffrac->SetBinError(139,4.684519e-05);
diffrac->SetBinError(140,4.723075e-05);
diffrac->SetBinError(141,4.342991e-05);
diffrac->SetBinError(142,4.506935e-05);
diffrac->SetBinError(143,4.435955e-05);
diffrac->SetBinError(144,4.279894e-05);
diffrac->SetBinError(145,4.040113e-05);
diffrac->SetBinError(146,4.117922e-05);
diffrac->SetBinError(147,3.90312e-05);
diffrac->SetBinError(148,4.172611e-05);
diffrac->SetBinError(149,3.972207e-05);
diffrac->SetBinError(150,3.700375e-05);
diffrac->SetBinError(151,3.761141e-05);
diffrac->SetBinError(152,3.700375e-05);
diffrac->SetBinError(153,3.638595e-05);
diffrac->SetBinError(154,3.761141e-05);
diffrac->SetBinError(155,3.420205e-05);
diffrac->SetBinError(156,3.298739e-05);
diffrac->SetBinError(157,3.257243e-05);
diffrac->SetBinError(158,3.339718e-05);
diffrac->SetBinError(159,3.380201e-05);
diffrac->SetBinError(160,3.026342e-05);
diffrac->SetBinError(161,3.100346e-05);
diffrac->SetBinError(162,2.904014e-05);
diffrac->SetBinError(163,2.888359e-05);
diffrac->SetBinError(164,2.590438e-05);
diffrac->SetBinError(165,2.759923e-05);
diffrac->SetBinError(166,2.726869e-05);
diffrac->SetBinError(167,2.642425e-05);
diffrac->SetBinError(168,3.026342e-05);
diffrac->SetBinError(169,2.572875e-05);
diffrac->SetBinError(170,2.743445e-05);
diffrac->SetBinError(171,2.171496e-05);
diffrac->SetBinError(172,2.233257e-05);
diffrac->SetBinError(173,2.150514e-05);
diffrac->SetBinError(174,2.212861e-05);
diffrac->SetBinError(175,2.44641e-05);
diffrac->SetBinError(176,2.086305e-05);
diffrac->SetBinError(177,1.88057e-05);
diffrac->SetBinError(178,2.086305e-05);
diffrac->SetBinError(179,2.064459e-05);
diffrac->SetBinError(180,2.086305e-05);
diffrac->SetBinError(181,1.95156e-05);
diffrac->SetBinError(182,1.412435e-05);
diffrac->SetBinError(183,1.475241e-05);
diffrac->SetBinError(184,1.781522e-05);
diffrac->SetBinError(185,1.649369e-05);
diffrac->SetBinError(186,1.621647e-05);
diffrac->SetBinError(187,1.346704e-05);
diffrac->SetBinError(188,1.676633e-05);
diffrac->SetBinError(189,1.621647e-05);
diffrac->SetBinError(190,1.593442e-05);
diffrac->SetBinError(191,1.649369e-05);
diffrac->SetBinError(192,1.126734e-05);
diffrac->SetBinError(193,1.412435e-05);
diffrac->SetBinError(194,1.505661e-05);
diffrac->SetBinError(195,1.126734e-05);
diffrac->SetBinError(196,1.16628e-05);
diffrac->SetBinError(197,1.043153e-05);
diffrac->SetBinError(198,1.346704e-05);
diffrac->SetBinError(199,1.16628e-05);
diffrac->SetBinError(200,9.522638e-06);
diffrac->SetBinError(201,3.712608e-05);
diffrac->SetEntries(332232);
diffrac->SetDirectory(0);
diffrac->SetFillColor(1);
diffrac->SetFillStyle(0);
diffrac->SetLineStyle(0);
diffrac->SetLineWidth(2);
diffrac->SetMarkerStyle(20);
diffrac->SetMarkerSize(1.5);
diffrac->GetXaxis()->SetTitle("M");
diffrac->GetXaxis()->SetLabelFont(42);
diffrac->GetXaxis()->SetLabelOffset(0.01);
diffrac->GetXaxis()->SetLabelSize(0.045);
diffrac->GetXaxis()->SetTitleSize(0.055);
diffrac->GetXaxis()->SetTitleFont(42);
diffrac->GetYaxis()->SetTitle("Fraction of events");
diffrac->GetYaxis()->SetLabelFont(42);
diffrac->GetYaxis()->SetLabelOffset(0.01);
diffrac->GetYaxis()->SetLabelSize(0.045);
diffrac->GetYaxis()->SetTitleSize(0.055);
diffrac->GetYaxis()->SetTitleOffset(1.6);
diffrac->GetYaxis()->SetTitleFont(42);
diffrac->GetZaxis()->SetLabelFont(42);
diffrac->GetZaxis()->SetLabelSize(0.045);
diffrac->GetZaxis()->SetTitleFont(42);
diffrac->Draw("hist same");
TH1 *diffrac = new TH1D("diffrac","diffrac",200,0,200);
diffrac->SetBinContent(1,0.0001535956);
diffrac->SetBinContent(2,0.002138746);
diffrac->SetBinContent(3,0.003918136);
diffrac->SetBinContent(4,0.006984252);
diffrac->SetBinContent(5,0.01149359);
diffrac->SetBinContent(6,0.01725487);
diffrac->SetBinContent(7,0.02335522);
diffrac->SetBinContent(8,0.02994824);
diffrac->SetBinContent(9,0.03493575);
diffrac->SetBinContent(10,0.03668616);
diffrac->SetBinContent(11,0.03929439);
diffrac->SetBinContent(12,0.03968852);
diffrac->SetBinContent(13,0.03844526);
diffrac->SetBinContent(14,0.0360341);
diffrac->SetBinContent(15,0.03434745);
diffrac->SetBinContent(16,0.03306942);
diffrac->SetBinContent(17,0.03029311);
diffrac->SetBinContent(18,0.02782978);
diffrac->SetBinContent(19,0.02716903);
diffrac->SetBinContent(20,0.02540413);
diffrac->SetBinContent(21,0.02289154);
diffrac->SetBinContent(22,0.02272345);
diffrac->SetBinContent(23,0.02145412);
diffrac->SetBinContent(24,0.02181927);
diffrac->SetBinContent(25,0.02003698);
diffrac->SetBinContent(26,0.01887487);
diffrac->SetBinContent(27,0.01739977);
diffrac->SetBinContent(28,0.01641734);
diffrac->SetBinContent(29,0.01567544);
diffrac->SetBinContent(30,0.01542621);
diffrac->SetBinContent(31,0.01473069);
diffrac->SetBinContent(32,0.01400618);
diffrac->SetBinContent(33,0.01286146);
diffrac->SetBinContent(34,0.01269917);
diffrac->SetBinContent(35,0.0127919);
diffrac->SetBinContent(36,0.01181527);
diffrac->SetBinContent(37,0.01151387);
diffrac->SetBinContent(38,0.01042421);
diffrac->SetBinContent(39,0.01025613);
diffrac->SetBinContent(40,0.009320064);
diffrac->SetBinContent(41,0.009027363);
diffrac->SetBinContent(42,0.008412981);
diffrac->SetBinContent(43,0.00834053);
diffrac->SetBinContent(44,0.007647901);
diffrac->SetBinContent(45,0.007917418);
diffrac->SetBinContent(46,0.007523286);
diffrac->SetBinContent(47,0.006679959);
diffrac->SetBinContent(48,0.006526363);
diffrac->SetBinContent(49,0.006004718);
diffrac->SetBinContent(50,0.005914879);
diffrac->SetBinContent(51,0.006233662);
diffrac->SetBinContent(52,0.006123537);
diffrac->SetBinContent(53,0.005494665);
diffrac->SetBinContent(54,0.005019388);
diffrac->SetBinContent(55,0.004778851);
diffrac->SetBinContent(56,0.004686114);
diffrac->SetBinContent(57,0.004355739);
diffrac->SetBinContent(58,0.004112304);
diffrac->SetBinContent(59,0.004112304);
diffrac->SetBinContent(60,0.004187653);
diffrac->SetBinContent(61,0.003448656);
diffrac->SetBinContent(62,0.003593557);
diffrac->SetBinContent(63,0.003376205);
diffrac->SetBinContent(64,0.003054524);
diffrac->SetBinContent(65,0.002628513);
diffrac->SetBinContent(66,0.003097994);
diffrac->SetBinContent(67,0.002509694);
diffrac->SetBinContent(68,0.002495204);
diffrac->SetBinContent(69,0.002547368);
diffrac->SetBinContent(70,0.002153236);
diffrac->SetBinContent(71,0.002222789);
diffrac->SetBinContent(72,0.001904006);
diffrac->SetBinContent(73,0.002008335);
diffrac->SetBinContent(74,0.001762002);
diffrac->SetBinContent(75,0.001617101);
diffrac->SetBinContent(76,0.001834453);
diffrac->SetBinContent(77,0.001770696);
diffrac->SetBinContent(78,0.001463505);
diffrac->SetBinContent(79,0.001312808);
diffrac->SetBinContent(80,0.001193988);
diffrac->SetBinContent(81,0.001240357);
diffrac->SetBinContent(82,0.001307011);
diffrac->SetBinContent(83,0.001101251);
diffrac->SetBinContent(84,0.001008514);
diffrac->SetBinContent(85,0.0008838991);
diffrac->SetBinContent(86,0.0009969223);
diffrac->SetBinContent(87,0.0008896952);
diffrac->SetBinContent(88,0.001011412);
diffrac->SetBinContent(89,0.0008867972);
diffrac->SetBinContent(90,0.0007563858);
diffrac->SetBinContent(91,0.000681037);
diffrac->SetBinContent(92,0.0005911981);
diffrac->SetBinContent(93,0.0007360996);
diffrac->SetBinContent(94,0.0006259745);
diffrac->SetBinContent(95,0.0004955631);
diffrac->SetBinContent(96,0.000486869);
diffrac->SetBinContent(97,0.0004462966);
diffrac->SetBinContent(98,0.0003970301);
diffrac->SetBinContent(99,0.0003448656);
diffrac->SetBinContent(100,0.0002782109);
diffrac->SetBinContent(101,0.0003042931);
diffrac->SetBinContent(102,0.0002550266);
diffrac->SetBinContent(103,0.0003361715);
diffrac->SetBinContent(104,0.0001854739);
diffrac->SetBinContent(105,0.0003158853);
diffrac->SetBinContent(106,0.0002144542);
diffrac->SetBinContent(107,0.0001767798);
diffrac->SetBinContent(108,0.0001477995);
diffrac->SetBinContent(109,0.0001506976);
diffrac->SetBinContent(110,0.0001362074);
diffrac->SetBinContent(111,0.0002463325);
diffrac->SetBinContent(112,0.0001391054);
diffrac->SetBinContent(113,0.0002173522);
diffrac->SetBinContent(114,9.853302e-05);
diffrac->SetBinContent(115,0.0001420035);
diffrac->SetBinContent(116,0.0001159212);
diffrac->SetBinContent(117,8.983893e-05);
diffrac->SetBinContent(118,6.085863e-05);
diffrac->SetBinContent(119,6.375666e-05);
diffrac->SetBinContent(120,6.375666e-05);
diffrac->SetBinContent(121,5.79606e-05);
diffrac->SetBinContent(122,6.665469e-05);
diffrac->SetBinContent(123,4.926651e-05);
diffrac->SetBinContent(124,4.347045e-05);
diffrac->SetBinContent(125,4.636848e-05);
diffrac->SetBinContent(126,5.216454e-05);
diffrac->SetBinContent(127,3.477636e-05);
diffrac->SetBinContent(128,3.767439e-05);
diffrac->SetBinContent(129,2.318424e-05);
diffrac->SetBinContent(130,2.028621e-05);
diffrac->SetBinContent(131,3.187833e-05);
diffrac->SetBinContent(132,2.608227e-05);
diffrac->SetBinContent(133,3.477636e-05);
diffrac->SetBinContent(134,1.738818e-05);
diffrac->SetBinContent(135,1.738818e-05);
diffrac->SetBinContent(136,8.69409e-06);
diffrac->SetBinContent(137,1.449015e-05);
diffrac->SetBinContent(138,1.449015e-05);
diffrac->SetBinContent(139,2.89803e-06);
diffrac->SetBinContent(140,5.79606e-06);
diffrac->SetBinContent(141,8.69409e-06);
diffrac->SetBinContent(142,1.159212e-05);
diffrac->SetBinContent(143,2.89803e-06);
diffrac->SetBinContent(144,1.159212e-05);
diffrac->SetBinContent(145,2.89803e-06);
diffrac->SetBinContent(146,2.89803e-06);
diffrac->SetBinContent(147,5.79606e-06);
diffrac->SetBinContent(149,8.69409e-06);
diffrac->SetBinContent(151,5.79606e-06);
diffrac->SetBinContent(152,8.69409e-06);
diffrac->SetBinContent(154,2.89803e-06);
diffrac->SetBinContent(155,2.89803e-06);
diffrac->SetBinContent(157,5.79606e-06);
diffrac->SetBinContent(170,2.89803e-06);
diffrac->SetBinContent(173,5.79606e-06);
diffrac->SetBinContent(178,2.89803e-06);
diffrac->SetBinError(1,2.109798e-05);
diffrac->SetBinError(2,7.872833e-05);
diffrac->SetBinError(3,0.0001065593);
diffrac->SetBinError(4,0.0001422694);
diffrac->SetBinError(5,0.0001825069);
diffrac->SetBinError(6,0.0002236183);
diffrac->SetBinError(7,0.0002601617);
diffrac->SetBinError(8,0.000294603);
diffrac->SetBinError(9,0.00031819);
diffrac->SetBinError(10,0.0003260638);
diffrac->SetBinError(11,0.0003374556);
diffrac->SetBinError(12,0.0003391438);
diffrac->SetBinError(13,0.0003337896);
diffrac->SetBinError(14,0.0003231531);
diffrac->SetBinError(15,0.0003154995);
diffrac->SetBinError(16,0.0003095742);
diffrac->SetBinError(17,0.0002962943);
diffrac->SetBinError(18,0.0002839921);
diffrac->SetBinError(19,0.0002806005);
diffrac->SetBinError(20,0.0002713336);
diffrac->SetBinError(21,0.0002575662);
diffrac->SetBinError(22,0.0002566189);
diffrac->SetBinError(23,0.0002493485);
diffrac->SetBinError(24,0.0002514615);
diffrac->SetBinError(25,0.0002409725);
diffrac->SetBinError(26,0.0002338802);
diffrac->SetBinError(27,0.0002245552);
diffrac->SetBinError(28,0.0002181237);
diffrac->SetBinError(29,0.0002131382);
diffrac->SetBinError(30,0.0002114371);
diffrac->SetBinError(31,0.0002066155);
diffrac->SetBinError(32,0.0002014704);
diffrac->SetBinError(33,0.0001930619);
diffrac->SetBinError(34,0.0001918399);
diffrac->SetBinError(35,0.0001925391);
diffrac->SetBinError(36,0.0001850432);
diffrac->SetBinError(37,0.0001826679);
diffrac->SetBinError(38,0.0001738093);
diffrac->SetBinError(39,0.0001724023);
diffrac->SetBinError(40,0.0001643467);
diffrac->SetBinError(41,0.0001617454);
diffrac->SetBinError(42,0.0001561444);
diffrac->SetBinError(43,0.0001554706);
diffrac->SetBinError(44,0.0001488753);
diffrac->SetBinError(45,0.0001514758);
diffrac->SetBinError(46,0.0001476574);
diffrac->SetBinError(47,0.0001391356);
diffrac->SetBinError(48,0.0001375267);
diffrac->SetBinError(49,0.0001319161);
diffrac->SetBinError(50,0.0001309255);
diffrac->SetBinError(51,0.0001344074);
diffrac->SetBinError(52,0.0001332148);
diffrac->SetBinError(53,0.0001261892);
diffrac->SetBinError(54,0.0001206082);
diffrac->SetBinError(55,0.0001176829);
diffrac->SetBinError(56,0.0001165354);
diffrac->SetBinError(57,0.0001123524);
diffrac->SetBinError(58,0.0001091677);
diffrac->SetBinError(59,0.0001091677);
diffrac->SetBinError(60,0.0001101633);
diffrac->SetBinError(61,9.997153e-05);
diffrac->SetBinError(62,0.0001020502);
diffrac->SetBinError(63,9.891584e-05);
diffrac->SetBinError(64,9.40856e-05);
diffrac->SetBinError(65,8.727835e-05);
diffrac->SetBinError(66,9.475273e-05);
diffrac->SetBinError(67,8.528287e-05);
diffrac->SetBinError(68,8.503632e-05);
diffrac->SetBinError(69,8.59206e-05);
diffrac->SetBinError(70,7.899458e-05);
diffrac->SetBinError(71,8.026026e-05);
diffrac->SetBinError(72,7.428234e-05);
diffrac->SetBinError(73,7.629033e-05);
diffrac->SetBinError(74,7.145862e-05);
diffrac->SetBinError(75,6.845733e-05);
diffrac->SetBinError(76,7.291296e-05);
diffrac->SetBinError(77,7.16347e-05);
diffrac->SetBinError(78,6.512512e-05);
diffrac->SetBinError(79,6.168108e-05);
diffrac->SetBinError(80,5.882358e-05);
diffrac->SetBinError(81,5.995491e-05);
diffrac->SetBinError(82,6.154477e-05);
diffrac->SetBinError(83,5.6493e-05);
diffrac->SetBinError(84,5.406205e-05);
diffrac->SetBinError(85,5.061192e-05);
diffrac->SetBinError(86,5.375045e-05);
diffrac->SetBinError(87,5.077759e-05);
diffrac->SetBinError(88,5.413967e-05);
diffrac->SetBinError(89,5.069482e-05);
diffrac->SetBinError(90,4.681911e-05);
diffrac->SetBinError(91,4.442596e-05);
diffrac->SetBinError(92,4.139215e-05);
diffrac->SetBinError(93,4.6187e-05);
diffrac->SetBinError(94,4.259217e-05);
diffrac->SetBinError(95,3.789666e-05);
diffrac->SetBinError(96,3.756276e-05);
diffrac->SetBinError(97,3.596361e-05);
diffrac->SetBinError(98,3.392057e-05);
diffrac->SetBinError(99,3.161377e-05);
diffrac->SetBinError(100,2.839478e-05);
diffrac->SetBinError(101,2.969597e-05);
diffrac->SetBinError(102,2.718593e-05);
diffrac->SetBinError(103,3.121274e-05);
diffrac->SetBinError(104,2.318424e-05);
diffrac->SetBinError(105,3.025632e-05);
diffrac->SetBinError(106,2.49298e-05);
diffrac->SetBinError(107,2.263434e-05);
diffrac->SetBinError(108,2.069607e-05);
diffrac->SetBinError(109,2.089799e-05);
diffrac->SetBinError(110,1.986789e-05);
diffrac->SetBinError(111,2.671852e-05);
diffrac->SetBinError(112,2.007814e-05);
diffrac->SetBinError(113,2.509768e-05);
diffrac->SetBinError(114,1.689827e-05);
diffrac->SetBinError(115,2.028621e-05);
diffrac->SetBinError(116,1.832875e-05);
diffrac->SetBinError(117,1.613555e-05);
diffrac->SetBinError(118,1.328044e-05);
diffrac->SetBinError(119,1.359297e-05);
diffrac->SetBinError(120,1.359297e-05);
diffrac->SetBinError(121,1.296038e-05);
diffrac->SetBinError(122,1.389846e-05);
diffrac->SetBinError(123,1.194888e-05);
diffrac->SetBinError(124,1.122402e-05);
diffrac->SetBinError(125,1.159212e-05);
diffrac->SetBinError(126,1.22953e-05);
diffrac->SetBinError(127,1.003907e-05);
diffrac->SetBinError(128,1.0449e-05);
diffrac->SetBinError(129,8.196866e-06);
diffrac->SetBinError(130,7.667466e-06);
diffrac->SetBinError(131,9.611678e-06);
diffrac->SetBinError(132,8.69409e-06);
diffrac->SetBinError(133,1.003907e-05);
diffrac->SetBinError(134,7.098695e-06);
diffrac->SetBinError(135,7.098695e-06);
diffrac->SetBinError(136,5.019535e-06);
diffrac->SetBinError(137,6.480192e-06);
diffrac->SetBinError(138,6.480192e-06);
diffrac->SetBinError(139,2.89803e-06);
diffrac->SetBinError(140,4.098433e-06);
diffrac->SetBinError(141,5.019535e-06);
diffrac->SetBinError(142,5.79606e-06);
diffrac->SetBinError(143,2.89803e-06);
diffrac->SetBinError(144,5.79606e-06);
diffrac->SetBinError(145,2.89803e-06);
diffrac->SetBinError(146,2.89803e-06);
diffrac->SetBinError(147,4.098433e-06);
diffrac->SetBinError(149,5.019535e-06);
diffrac->SetBinError(151,4.098433e-06);
diffrac->SetBinError(152,5.019535e-06);
diffrac->SetBinError(154,2.89803e-06);
diffrac->SetBinError(155,2.89803e-06);
diffrac->SetBinError(157,4.098433e-06);
diffrac->SetBinError(170,2.89803e-06);
diffrac->SetBinError(173,4.098433e-06);
diffrac->SetBinError(178,2.89803e-06);
diffrac->SetEntries(345062);
diffrac->SetDirectory(0);
diffrac->SetFillColor(1);
diffrac->SetFillStyle(0);
diffrac->SetLineStyle(2);
diffrac->SetLineWidth(3);
diffrac->SetMarkerStyle(20);
diffrac->GetXaxis()->SetTitle("M");
diffrac->GetXaxis()->SetLabelFont(42);
diffrac->GetXaxis()->SetLabelOffset(0.01);
diffrac->GetXaxis()->SetLabelSize(0.045);
diffrac->GetXaxis()->SetTitleSize(0.055);
diffrac->GetXaxis()->SetTitleFont(42);
diffrac->GetYaxis()->SetTitle("Fraction of events");
diffrac->GetYaxis()->SetLabelFont(42);
diffrac->GetYaxis()->SetLabelOffset(0.01);
diffrac->GetYaxis()->SetLabelSize(0.045);
diffrac->GetYaxis()->SetTitleSize(0.055);
diffrac->GetYaxis()->SetTitleOffset(1.6);
diffrac->GetYaxis()->SetTitleFont(42);
diffrac->GetZaxis()->SetLabelFont(42);
diffrac->GetZaxis()->SetLabelSize(0.045);
diffrac->GetZaxis()->SetTitleFont(42);
diffrac->Draw("p same");
TLegend *leg = new TLegend(0.61,0.67,0.91,0.87,NULL,"brNDC");
leg->SetBorderSize(0);
leg->SetTextFont(62);
leg->SetTextSize(0.035);
leg->SetLineColor(1);
leg->SetLineStyle(1);
leg->SetLineWidth(2);
leg->SetFillColor(19);
leg->SetFillStyle(0);
TLegendEntry *entry=leg->AddEntry("diffrac","PYTHIA 7 TeV","l");
entry->SetLineColor(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(20);
entry->SetMarkerSize(1);
//entry=leg->AddEntry("diffrac","(Atlas tune)","");
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry=leg->AddEntry("diffrac","PHOJET 7 TeV","p");
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(20);
entry->SetMarkerSize(1);
leg->Draw();
printFinalCanvases(cEvtSel,"diffrac");
/*
TLatex * tex = new TLatex(0.85,0.9,"CMS");
tex->SetNDC();
tex->SetTextSize(0.04);
tex->SetLineWidth(2);
tex->Draw();
cEvtSel->Modified();
cEvtSel->cd();
cEvtSel->SetSelected(cEvtSel);
*/
}
void dNdEta_ThreeMethods_FullTrackingRebinned_DividedByMidRapidValue() {
//=========Macro generated from canvas: MyCanvas/MyCanvas
//========= (Thu Dec 10 11:52:00 2009) by ROOT version5.22/00d
gROOT->Reset();
gROOT->ProcessLine(".x rootlogon.C");
gStyle->SetTitleYOffset(1.4);
TCanvas *MyCanvas = new TCanvas("MyCanvas", "Final result",1,360,550,600);
TH1 *corr_result_all = new TH1D("corr_result_all","",14,-3.5,3.5);
corr_result_all->GetXaxis()->SetRange(2,13);
// ========================= Cluster Counting =======================
corr_result_all->SetBinContent(4,4.043821); // -2.0 to -1.5
corr_result_all->SetBinContent(5,3.821537); // -1.5 to -1.0
corr_result_all->SetBinContent(6,3.611029); // -1.0 to -0.5
corr_result_all->SetBinContent(7,3.501129); // -0.5 to 0.0
corr_result_all->SetBinContent(8,3.51732);
corr_result_all->SetBinContent(9,3.632249);
corr_result_all->SetBinContent(10,3.747706);
corr_result_all->SetBinContent(11,4.01596);
corr_result_all->SetBinError(4,0.177928124);
corr_result_all->SetBinError(5,0.168147628);
corr_result_all->SetBinError(6,0.158885276);
corr_result_all->SetBinError(7,0.154049676);
corr_result_all->SetBinError(8,0.15476208);
corr_result_all->SetBinError(9,0.159818956);
corr_result_all->SetBinError(10,0.164899064);
corr_result_all->SetBinError(11,0.17670224);
/*
corr_result_all->SetBinContent(4,3.954); // -2.0 to -1.5
corr_result_all->SetBinContent(5,3.770); // -1.5 to -1.0
corr_result_all->SetBinContent(6,3.607); // -1.0 to -0.5
corr_result_all->SetBinContent(7,3.548); // -0.5 to 0.0
corr_result_all->SetBinContent(8,3.567);
corr_result_all->SetBinContent(9,3.681);
corr_result_all->SetBinContent(10,3.791);
corr_result_all->SetBinContent(11,4.025);
corr_result_all->SetBinError(4,0.1779);
corr_result_all->SetBinError(5,0.1697);
corr_result_all->SetBinError(6,0.1623);
corr_result_all->SetBinError(7,0.1597);
corr_result_all->SetBinError(8,0.1605);
corr_result_all->SetBinError(9,0.1657);
corr_result_all->SetBinError(10,0.1706);
corr_result_all->SetBinError(11,0.1811);
*/
corr_result_all->SetMarkerStyle(20);
//corr_result_all->SetMarkerSize(1.5); // use rootlogon size
corr_result_all->SetMarkerColor(kRed);
corr_result_all->SetLineColor(2);
corr_result_all->GetYaxis()->SetTitle("dN_{ch}/d#eta/dN_{ch,mid}/d#eta");
corr_result_all->GetXaxis()->SetTitle("#eta");
corr_result_all->GetXaxis()->CenterTitle();
corr_result_all->GetYaxis()->CenterTitle();
corr_result_all->GetXaxis()->SetNdivisions(405);
//corr_result_all->GetYaxis()->SetNdivisions(1005);
corr_result_all->GetYaxis()->SetNdivisions(506);
Float_t midrapid = 0.5*(corr_result_all->GetBinContent(7)+corr_result_all->GetBinContent(8));
cout<<"mid rapid value = "<<midrapid<<endl;
corr_result_all->Scale(1/midrapid);
corr_result_all->SetMinimum(0.95);
corr_result_all->SetMaximum(1.3);
corr_result_all->Draw("pz");
// ======= YJ Tracklet three layer combination averaged (updated with dead modules..) ======
// 1 2 3 4 5 6 7 8 9 10 11 12
Double_t xAxis5[13] = {-3, -2.5, -2, -1.5, -1, -0.5, 0, 0.5, 1, 1.5, 2, 2.5, 3};
TH1 *hMeasuredFinal = new TH1D("hMeasuredFinal","",12, xAxis5);
hMeasuredFinal->SetBinContent(3,3.7459);
hMeasuredFinal->SetBinContent(4,3.65462);
hMeasuredFinal->SetBinContent(5,3.55475);
hMeasuredFinal->SetBinContent(6,3.45008);
hMeasuredFinal->SetBinContent(7,3.44329);
hMeasuredFinal->SetBinContent(8,3.5244);
hMeasuredFinal->SetBinContent(9,3.59575);
hMeasuredFinal->SetBinContent(10,3.6612);
hMeasuredFinal->SetBinError(3,0.142344);
hMeasuredFinal->SetBinError(4,0.138876);
hMeasuredFinal->SetBinError(5,0.13508);
hMeasuredFinal->SetBinError(6,0.131103);
hMeasuredFinal->SetBinError(7,0.130845);
hMeasuredFinal->SetBinError(8,0.133927);
hMeasuredFinal->SetBinError(9,0.136638);
hMeasuredFinal->SetBinError(10,0.139126);
hMeasuredFinal->SetMarkerColor(kBlue);
hMeasuredFinal->SetLineColor(4);
hMeasuredFinal->SetMarkerStyle(21);
//hMeasuredFinal->SetMarkerSize(1.5); // use rootlogon size
midrapid = 0.5*(hMeasuredFinal->GetBinContent(6)+hMeasuredFinal->GetBinContent(7));
cout<<"mid rapid value = "<<midrapid<<endl;
hMeasuredFinal->Scale(1/midrapid);
hMeasuredFinal->Draw("pzsame");
/// ==================================================== Ferenc's dN/dEta (rebinned)
Double_t xAxis6[13] = {-3, -2.5, -2, -1.5, -1, -0.5, 0, 0.5, 1, 1.5, 2, 2.5, 3};
TH1 *hMeasuredFinal2 = new TH1D("hMeasuredFinal2","",12, xAxis6);
// Hight Stat
hMeasuredFinal2->SetBinContent(2,3.65413);
hMeasuredFinal2->SetBinContent(3,3.68883);
hMeasuredFinal2->SetBinContent(4,3.73805);
hMeasuredFinal2->SetBinContent(5,3.62817);
hMeasuredFinal2->SetBinContent(6,3.52704);
hMeasuredFinal2->SetBinContent(7,3.47443);
hMeasuredFinal2->SetBinContent(8,3.63319);
hMeasuredFinal2->SetBinContent(9,3.7577);
hMeasuredFinal2->SetBinContent(10,3.67975);
hMeasuredFinal2->SetBinContent(11,3.65413);
// Systematic error of 3.1% --> to 2.4%
hMeasuredFinal2->SetBinError(2,0.08769912);
hMeasuredFinal2->SetBinError(3,0.08853192);
hMeasuredFinal2->SetBinError(4,0.0897132);
hMeasuredFinal2->SetBinError(5,0.08707608);
hMeasuredFinal2->SetBinError(6,0.08464896);
hMeasuredFinal2->SetBinError(7,0.08338632);
hMeasuredFinal2->SetBinError(8,0.08719656);
hMeasuredFinal2->SetBinError(9,0.0901848);
hMeasuredFinal2->SetBinError(10,0.088314);
hMeasuredFinal2->SetBinError(11,0.08769912);
/*
// Systematic error of 3.1% --> to 2.3%
hMeasuredFinal2->SetBinError(2,0.084045);
hMeasuredFinal2->SetBinError(3,0.0848431);
hMeasuredFinal2->SetBinError(4,0.0859752);
hMeasuredFinal2->SetBinError(5,0.0834479);
hMeasuredFinal2->SetBinError(6,0.0811219);
hMeasuredFinal2->SetBinError(7,0.0799119);
hMeasuredFinal2->SetBinError(8,0.0835634);
hMeasuredFinal2->SetBinError(9,0.0864271);
hMeasuredFinal2->SetBinError(10,0.0846342);
hMeasuredFinal2->SetBinError(11,0.084045);
*/
hMeasuredFinal2->SetMarkerColor(kBlack);
hMeasuredFinal2->SetLineColor(1);
hMeasuredFinal2->SetMarkerStyle(22);
//hMeasuredFinal2->SetMarkerSize(1.5); use root logon size
midrapid = 0.5*(hMeasuredFinal2->GetBinContent(6)+hMeasuredFinal2->GetBinContent(7));
cout<<"mid rapid value = "<<midrapid<<endl;
hMeasuredFinal2->Scale(1/midrapid);
hMeasuredFinal2->Draw("pzsame");
// ================== 2.36 TeV
// ========================= Cluster Counting =======================
TH1 *corr_result_all236 = new TH1D("corr_result_all236","",14,-3.5,3.5);
corr_result_all236->GetXaxis()->SetRange(2,13);
corr_result_all236->SetBinContent(4,5.203552);
corr_result_all236->SetBinContent(5,4.913457);
corr_result_all236->SetBinContent(6,4.710017);
corr_result_all236->SetBinContent(7,4.44485);
corr_result_all236->SetBinContent(8,4.448675);
corr_result_all236->SetBinContent(9,4.659581);
corr_result_all236->SetBinContent(10,4.856712);
corr_result_all236->SetBinContent(11,5.065867);
corr_result_all236->SetBinError(4,0.23416);
corr_result_all236->SetBinError(5,0.221106);
corr_result_all236->SetBinError(6,0.211951);
corr_result_all236->SetBinError(7,0.200018);
corr_result_all236->SetBinError(8,0.20019);
corr_result_all236->SetBinError(9,0.209681);
corr_result_all236->SetBinError(10,0.218552);
corr_result_all236->SetBinError(11,0.227964);
corr_result_all236->SetMarkerColor(kRed);
corr_result_all236->SetLineColor(2);
corr_result_all236->SetMarkerStyle(24);
midrapid = 0.5*(corr_result_all236->GetBinContent(7)+corr_result_all236->GetBinContent(8));
cout<<"mid rapid value = "<<midrapid<<endl;
corr_result_all236->Scale(1./midrapid);
corr_result_all236->Draw("pzsame");
/// ==================================================== Yenjie 2.36 TeV
// 1 2 3 4 5 6 7 8 9 10 11 12
TH1 *hTracklet236 = new TH1D("hTracklet236","",12, xAxis5);
hTracklet236->SetBinContent(3,4.73663);
hTracklet236->SetBinContent(4,4.69978);
hTracklet236->SetBinContent(5,4.61061);
hTracklet236->SetBinContent(6,4.40814);
hTracklet236->SetBinContent(7,4.38437);
hTracklet236->SetBinContent(8,4.51905);
hTracklet236->SetBinContent(9,4.6502);
hTracklet236->SetBinContent(10,4.80977);
// 4.8 % Systematic Error
hTracklet236->SetBinError(3,0.179992);
hTracklet236->SetBinError(4,0.178592);
hTracklet236->SetBinError(5,0.175203);
hTracklet236->SetBinError(6,0.167509);
hTracklet236->SetBinError(7,0.166606);
hTracklet236->SetBinError(8,0.171724);
hTracklet236->SetBinError(9,0.176707);
hTracklet236->SetBinError(10,0.182771);
hTracklet236->SetMarkerColor(4);
hTracklet236->SetLineColor(4);
hTracklet236->SetMarkerStyle(kOpenSquare);
//hTracklet236->SetMarkerSize(1.5); // use rootlogon size
midrapid = 0.5*(hTracklet236->GetBinContent(6)+hTracklet236->GetBinContent(7));
cout<<"mid rapid value = "<<midrapid<<endl;
hTracklet236->Scale(1./midrapid);
hTracklet236->Draw("pzsame");
/// ==================================================== Ferenc's dN/dEta (rebinned)
Double_t xAxis7[13] = {-3, -2.5, -2, -1.5, -1, -0.5, 0, 0.5, 1, 1.5, 2, 2.5, 3};
TH1 *hMeasuredFinal2236 = new TH1D("hMeasuredFinal2","",12, xAxis7);
hMeasuredFinal2236->SetBinContent(2,4.9689);
hMeasuredFinal2236->SetBinContent(3,4.93581);
hMeasuredFinal2236->SetBinContent(4,4.67197);
hMeasuredFinal2236->SetBinContent(5,4.70044);
hMeasuredFinal2236->SetBinContent(6,4.52142);
hMeasuredFinal2236->SetBinContent(7,4.55674);
hMeasuredFinal2236->SetBinContent(8,4.61255);
hMeasuredFinal2236->SetBinContent(9,4.67611);
hMeasuredFinal2236->SetBinContent(10,4.87402);
hMeasuredFinal2236->SetBinContent(11,4.96891);
// Systematic error of 3.1% --> 2.3%
hMeasuredFinal2236->SetBinError(2,0.114285);
hMeasuredFinal2236->SetBinError(3,0.113524);
hMeasuredFinal2236->SetBinError(4,0.107455);
hMeasuredFinal2236->SetBinError(5,0.10811);
hMeasuredFinal2236->SetBinError(6,0.103993);
hMeasuredFinal2236->SetBinError(7,0.104805);
hMeasuredFinal2236->SetBinError(8,0.106089);
hMeasuredFinal2236->SetBinError(9,0.107551);
hMeasuredFinal2236->SetBinError(10,0.112102);
hMeasuredFinal2236->SetBinError(11,0.114285);
hMeasuredFinal2236->SetMarkerColor(kBlack);
hMeasuredFinal2236->SetLineColor(1);
hMeasuredFinal2236->SetMarkerStyle(26);
//hMeasuredFinal2->SetMarkerSize(1.5); use root logon size
midrapid = 0.5*(hMeasuredFinal2236->GetBinContent(6)+hMeasuredFinal2236->GetBinContent(7));
cout<<"mid rapid value = "<<midrapid<<endl;
hMeasuredFinal2236->Scale(1./midrapid);
//hMeasuredFinal2236->Scale(1/4.53908);
hMeasuredFinal2236->Draw("pzsame");
/// ==================================================== UA5 Data
TH1F* hEta_UA5_NSD = new TH1F("hEta_UA5_NSD",";#eta;dN/d#eta",50,-3,3);
// positive eta
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(0.125),3.48);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(0.375),3.38);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(0.625),3.52);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(0.875),3.68);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(1.125),3.71);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(1.375),3.86);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(1.625),3.76);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(1.875),3.66);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(2.125),3.72);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(2.375),3.69);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(2.625),3.56);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(2.875),3.41);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(3.125),3.15);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(0.125),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(0.375),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(0.625),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(0.875),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(1.125),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(1.375),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(1.625),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(1.875),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(2.125),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(2.375),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(2.625),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(2.875),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(3.125),0.07);
//negative eta
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(-0.125),3.48);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(-0.375),3.38);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(-0.625),3.52);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(-0.875),3.68);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(-1.125),3.71);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(-1.375),3.86);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(-1.625),3.76);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(-1.875),3.66);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(-2.125),3.72);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(-2.375),3.69);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(-2.625),3.56);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(-2.875),3.41);
hEta_UA5_NSD->SetBinContent(hEta_UA5_NSD->FindBin(-3.125),3.15);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(-0.125),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(-0.375),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(-0.625),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(-0.875),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(-1.125),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(-1.375),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(-1.625),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(-1.875),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(-2.125),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(-2.375),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(-2.625),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(-2.875),0.07);
hEta_UA5_NSD->SetBinError(hEta_UA5_NSD->FindBin(-3.125),0.07);
hEta_UA5_NSD->SetMarkerStyle(25);
hEta_UA5_NSD->SetMarkerSize(1.0);
//hEta_UA5_NSD->Draw("psame");
//TLegend *leg = new TLegend(0.20,0.27,0.53,0.47,NULL,"brNDC");
//TLegend *leg = new TLegend(0.20,0.35,0.53,0.47,NULL,"brNDC");
Float_t ywidth = 0.045*4;
//TLegend *leg = new TLegend(0.27,0.26,0.70,0.26+ywidth,NULL,"brNDC");
//TLegend *leg = new TLegend(0.39,0.21,0.82,0.21+ywidth,NULL,"brNDC");
TLegend *leg = new TLegend(0.45,0.753,0.892,0.93,NULL,"brNDC");
//leg->SetNColumns(2);
leg->SetBorderSize(0);
leg->SetMargin(0.5);
leg->SetTextFont(62);
leg->SetLineColor(1);
leg->SetLineStyle(1);
leg->SetLineWidth(1);
leg->SetFillColor(0);
leg->SetFillStyle(0);
leg->SetTextSize(0.03);
leg->SetHeader(" 2.36 TeV");
leg->AddEntry(corr_result_all236,"Hit counting","P");
leg->AddEntry(hTracklet236,"Tracklet","P");
leg->AddEntry(hMeasuredFinal2236,"Global tracking","P");
//cout<<"Number of column "<<leg->GetNColumns()<<endl;
/*
leg->AddEntry(corr_result_all236,"","P");
leg->AddEntry(hTracklet236,"","P");
leg->AddEntry(hMeasuredFinal2236,"","P");
*/
//TLegend *leg2 = new TLegend(0.20,0.22,0.53,0.35,NULL,"brNDC");
//TLegend *leg2 = new TLegend(0.50,0.26,0.93,0.47,NULL,"brNDC");
//TLegend *leg2 = new TLegend(0.39,0.26,0.82,0.26+ywidth,NULL,"brNDC");
//TLegend *leg2 = new TLegend(0.27,0.21,0.70,0.21+ywidth,NULL,"brNDC");
TLegend *leg2 = new TLegend(0.35,0.75,0.782,0.932,NULL,"brNDC");
leg2->SetMargin(0.37);
leg2->SetBorderSize(0);
leg2->SetTextFont(62);
leg2->SetLineColor(1);
leg2->SetLineStyle(1);
leg2->SetLineWidth(1);
leg2->SetFillColor(0);
//leg2->SetFillStyle(1001);
leg2->SetFillStyle(0);
leg2->SetTextSize(0.03);
leg2->SetHeader(" 0.9 TeV");
leg2->AddEntry(corr_result_all,"","P");
leg2->AddEntry(hMeasuredFinal,"","P");
leg2->AddEntry(hMeasuredFinal2,"","P");
leg->Draw();
leg2->Draw();
printFinalCanvases(MyCanvas,"dNdeta_ThreeMethods_Divided",0,2);
}
void makeSystPlot( TFile * f, TString oldFolder, RooWorkspace *WS, string channel, string syst, int toMassNo, int fromMassNo, int rightBinNo, int addRightBin, int addRightBinm1) //massNo 0-51, see xSec7TeV.h
{
std::cout << "oldFolder, channel , addRightBin, addRightBinm1: " << oldFolder << " , " <<channel << " , " << addRightBin << " , "<< addRightBinm1 << std::endl;
RooArgList * hobs = new RooArgList("hobs");
// RooRealVar BDT("BDT", "BDT", -1, 1);///OLD VARIABLE NAME HERE
RooRealVar BDT("CMS_vhbb_BDT_Wln", "CMS_vhbb_BDT_Wln", -1, 1);///OLD VARIABLE NAME HERE
hobs->add(*WS->var("CMS_vhbb_BDT_Wln")); ///NEW VARIABLE NAME HERE
RooWorkspace *tempWS = (RooWorkspace*) f->Get(oldFolder.Data());
TString systT(syst);
TString chanT(channel);
if((kount < 3) && (channel=="data_obs"))
{
kount++;
std::string namen = channel;
std::cout << oldFolder.Data() << std::endl;
std::cout << namen << std::endl;
RooDataHist* tempRooDataHistNom = (RooDataHist*) tempWS->data(namen.c_str());
TH1 *tempHistNom = tempRooDataHistNom->createHistogram(namen.c_str(),BDT,RooFit::Binning(bins));
tempHistNom->Rebin(rebin);
if(addRightBin == 1)
{
float err0 = tempHistNom->GetBinError(rightBinNo);
float con0 = tempHistNom->GetBinContent(rightBinNo);
float err1 = tempHistNom->GetBinError(rightBinNo-1);
float con1 = tempHistNom->GetBinContent(rightBinNo-1);
tempHistNom->SetBinContent(rightBinNo,0);
tempHistNom->SetBinError(rightBinNo,0);
tempHistNom->SetBinContent(rightBinNo-1,con0+con1);
tempHistNom->SetBinError(rightBinNo-1,sqrt(err0*err0+err1*err1));
}
if(addRightBinm1 == 1)
{
float err0 = tempHistNom->GetBinError(rightBinNo-1);
float con0 = tempHistNom->GetBinContent(rightBinNo-1);
float err1 = tempHistNom->GetBinError(rightBinNo-2);
float con1 = tempHistNom->GetBinContent(rightBinNo-2);
tempHistNom->SetBinContent(rightBinNo-1,0);
tempHistNom->SetBinError(rightBinNo-1,0);
tempHistNom->SetBinContent(rightBinNo-2,con0+con1);
tempHistNom->SetBinError(rightBinNo-2,sqrt(err0*err0+err1*err1));
}
RooDataHist *DHnom = new RooDataHist(channel.c_str(),"",*hobs,tempHistNom);
WS->import(*(new RooHistPdf(channel.c_str(),"",*hobs,*DHnom)));
}
if (channel!="data_obs")
{
std::string nameUp;
std::string namen;
std::string nameDown;
if(syst == "stat")
{
if(oldFolder.Contains("Wenu"))
{
nameUp = channel + "_CMS_vhbb_stat" + channel + "_WenuUp";
namen = channel;
nameDown = channel + "_CMS_vhbb_stat" + channel + "_WenuDown";
if(channel == "s_Top")
{
nameUp = channel + "_CMS_vhbb_statsTop_WenuUp";
namen = channel;
nameDown = channel + "_CMS_vhbb_statsTop_WenuDown";
}
}
else
{
nameUp = channel + "_CMS_vhbb_stat" + channel + "_WmunuUp";
namen = channel;
nameDown = channel + "_CMS_vhbb_stat" + channel + "_WmunuDown";
if(channel == "s_Top")
{
nameUp = channel + "_CMS_vhbb_statsTop_WmunuUp";
namen = channel;
nameDown = channel + "_CMS_vhbb_statsTop_WmunuDown";
}
}
}
else
{
nameUp = channel + "_CMS_" + syst + "Up";
namen = channel;
nameDown = channel + "_CMS_" + syst + "Down";
}
if((syst == "stat") && (oldFolder.Contains("2")))
{
if(oldFolder.Contains("Wenu"))
{
nameUp = channel + "_CMS_vhbb_stat" + channel + "_Wenu2Up";
namen = channel;
nameDown = channel + "_CMS_vhbb_stat" + channel + "_Wenu2Down";
if(channel == "s_Top")
{
nameUp = channel + "_CMS_vhbb_statsTop_Wenu2Up";
namen = channel;
nameDown = channel + "_CMS_vhbb_statsTop_Wenu2Down";
}
}
else
{
nameUp = channel + "_CMS_vhbb_stat" + channel + "_Wmunu2Up";
namen = channel;
nameDown = channel + "_CMS_vhbb_stat" + channel + "_Wmunu2Down";
if(channel == "s_Top")
{
nameUp = channel + "_CMS_vhbb_statsTop_Wmunu2Up";
namen = channel;
nameDown = channel + "_CMS_vhbb_statsTop_Wmunu2Down";
}
}
}
if(systT.Contains("Model"))
{
nameUp = channel + "_CMS_vhbb_WModelUp";
namen = channel;
nameDown = channel + "_CMS_vhbb_WModelDown";
}
if( systT.Contains("stat") && (oldFolder.Contains("Wenu")) && IFILE.Contains("8TeV") && !(oldFolder.Contains("2")))
{
nameUp = channel + "_CMS_vhbb_stat" + channel + "_Wenu_8TeVUp";
namen = channel;
nameDown = channel + "_CMS_vhbb_stat" + channel + "_Wenu_8TeVDown";
if(channel == "s_Top")
{
nameUp = channel + "_CMS_vhbb_statsTop_Wenu_8TeVUp";
namen = channel;
nameDown = channel + "_CMS_vhbb_statsTop_Wenu_8TeVDown";
}
}
if( systT.Contains("stat") && (oldFolder.Contains("Wmunu")) && IFILE.Contains("8TeV") && !(oldFolder.Contains("2")))
{
nameUp = channel + "_CMS_vhbb_stat" + channel + "_Wmnu_8TeVUp";
namen = channel;
nameDown = channel + "_CMS_vhbb_stat" + channel + "_Wmnu_8TeVDown";
if(channel == "s_Top")
{
nameUp = channel + "_CMS_vhbb_statsTop_Wmnu_8TeVUp";
namen = channel;
nameDown = channel + "_CMS_vhbb_statsTop_Wmnu_8TeVDown";
}
}
if( systT.Contains("stat") && (oldFolder.Contains("Wenu")) && IFILE.Contains("8TeV") && (oldFolder.Contains("2")))
{
nameUp = channel + "_CMS_vhbb_stat" + channel + "_Wenu2_8TeVUp";
namen = channel;
nameDown = channel + "_CMS_vhbb_stat" + channel + "_Wenu2_8TeVDown";
if(channel == "s_Top")
{
nameUp = channel + "_CMS_vhbb_statsTop_Wenu2_8TeVUp";
namen = channel;
nameDown = channel + "_CMS_vhbb_statsTop_Wenu2_8TeVDown";
}
}
if( systT.Contains("stat") && (oldFolder.Contains("Wmunu")) && IFILE.Contains("8TeV") && (oldFolder.Contains("2")))
{
nameUp = channel + "_CMS_vhbb_stat" + channel + "_Wmnu2_8TeVUp";
namen = channel;
nameDown = channel + "_CMS_vhbb_stat" + channel + "_Wmnu2_8TeVDown";
if(channel == "s_Top")
{
nameUp = channel + "_CMS_vhbb_statsTop_Wmnu2_8TeVUp";
namen = channel;
nameDown = channel + "_CMS_vhbb_statsTop_Wmnu2_8TeVDown";
}
}
RooDataHist* tempRooDataHistUp = (RooDataHist*) tempWS->data(nameUp.c_str());
RooDataHist* tempRooDataHistDown = (RooDataHist*) tempWS->data(nameDown.c_str());
RooDataHist* tempRooDataHistNom = (RooDataHist*) tempWS->data(namen.c_str());
std::cout << oldFolder.Data() << std::endl;
std::cout << nameUp.c_str() << std::endl;
TH1 *tempHistUp = tempRooDataHistUp->createHistogram(nameUp.c_str(),BDT,RooFit::Binning(bins));
TH1 *tempHistDown = tempRooDataHistDown->createHistogram(nameDown.c_str(),BDT,RooFit::Binning(bins));
TH1 *tempHistNom = tempRooDataHistNom->createHistogram(namen.c_str(),BDT,RooFit::Binning(bins));
if(chanT.Contains("WH") && IFILE.Contains("7TeV"))
{
tempHistUp->Scale(xSec7WH[toMassNo]/xSec7WH[fromMassNo]);
tempHistDown->Scale(xSec7WH[toMassNo]/xSec7WH[fromMassNo]);
tempHistNom->Scale(xSec7WH[toMassNo]/xSec7WH[fromMassNo]);
}
if(chanT.Contains("WH") && IFILE.Contains("8TeV"))
{
tempHistUp->Scale(xSec8WH[toMassNo]/xSec8WH[fromMassNo]);
tempHistDown->Scale(xSec8WH[toMassNo]/xSec8WH[fromMassNo]);
tempHistNom->Scale(xSec8WH[toMassNo]/xSec8WH[fromMassNo]);
}
std::cout<< "channel--> " << channel << std::endl;
tempHistUp->SetLineColor(kRed);
tempHistUp->SetLineWidth(3);
tempHistUp->SetFillColor(0);
tempHistDown->SetLineColor(kBlue);
tempHistDown->SetFillColor(0);
tempHistDown->SetLineWidth(3);
tempHistNom->SetFillColor(0);
tempHistNom->SetMarkerStyle(20);
tempHistUp->SetTitle((channel + syst).c_str());
tempHistNom->Rebin(rebin);
tempHistUp->Rebin(rebin);
tempHistDown->Rebin(rebin);
if(addRightBin == 1)
{
float err0 = tempHistNom->GetBinError(rightBinNo);
float con0 = tempHistNom->GetBinContent(rightBinNo);
float err1 = tempHistNom->GetBinError(rightBinNo-1);
float con1 = tempHistNom->GetBinContent(rightBinNo-1);
tempHistNom->SetBinContent(rightBinNo,0);
tempHistNom->SetBinError(rightBinNo,0);
tempHistNom->SetBinContent(rightBinNo-1,con0+con1);
tempHistNom->SetBinError(rightBinNo-1,sqrt(err0*err0+err1*err1));
err0 = tempHistUp->GetBinError(rightBinNo);
con0 = tempHistUp->GetBinContent(rightBinNo);
err1 = tempHistUp->GetBinError(rightBinNo-1);
con1 = tempHistUp->GetBinContent(rightBinNo-1);
tempHistUp->SetBinContent(rightBinNo,0);
tempHistUp->SetBinError(rightBinNo,0);
tempHistUp->SetBinContent(rightBinNo-1,con0+con1);
tempHistUp->SetBinError(rightBinNo-1,sqrt(err0*err0+err1*err1));
err0 = tempHistDown->GetBinError(rightBinNo);
con0 = tempHistDown->GetBinContent(rightBinNo);
err1 = tempHistDown->GetBinError(rightBinNo-1);
con1 = tempHistDown->GetBinContent(rightBinNo-1);
tempHistDown->SetBinContent(rightBinNo,0);
tempHistDown->SetBinError(rightBinNo,0);
tempHistDown->SetBinContent(rightBinNo-1,con0+con1);
tempHistDown->SetBinError(rightBinNo-1,sqrt(err0*err0+err1*err1));
}
if(addRightBinm1 == 1)
{
float err0 = tempHistNom->GetBinError(rightBinNo-1);
float con0 = tempHistNom->GetBinContent(rightBinNo-1);
float err1 = tempHistNom->GetBinError(rightBinNo-2);
float con1 = tempHistNom->GetBinContent(rightBinNo-2);
tempHistNom->SetBinContent(rightBinNo-1,0);
tempHistNom->SetBinError(rightBinNo-1,0);
tempHistNom->SetBinContent(rightBinNo-2,con0+con1);
tempHistNom->SetBinError(rightBinNo-2,sqrt(err0*err0+err1*err1));
err0 = tempHistUp->GetBinError(rightBinNo-1);
con0 = tempHistUp->GetBinContent(rightBinNo-1);
err1 = tempHistUp->GetBinError(rightBinNo-2);
con1 = tempHistUp->GetBinContent(rightBinNo-2);
tempHistUp->SetBinContent(rightBinNo-1,0);
tempHistUp->SetBinError(rightBinNo-1,0);
tempHistUp->SetBinContent(rightBinNo-2,con0+con1);
tempHistUp->SetBinError(rightBinNo-2,sqrt(err0*err0+err1*err1));
err0 = tempHistDown->GetBinError(rightBinNo-1);
con0 = tempHistDown->GetBinContent(rightBinNo-1);
err1 = tempHistDown->GetBinError(rightBinNo-2);
con1 = tempHistDown->GetBinContent(rightBinNo-2);
tempHistDown->SetBinContent(rightBinNo-1,0);
tempHistDown->SetBinError(rightBinNo-1,0);
tempHistDown->SetBinContent(rightBinNo-2,con0+con1);
tempHistDown->SetBinError(rightBinNo-2,sqrt(err0*err0+err1*err1));
}
RooDataHist *DHnom;
RooDataHist *DHup = new RooDataHist(nameUp.c_str(),"",*hobs,tempHistUp);
if(kount2 < 3) DHnom = new RooDataHist(namen.c_str(),"",*hobs,tempHistNom);
RooDataHist *DHdown = new RooDataHist(nameDown.c_str(),"",*hobs,tempHistDown);
WS->import(*(new RooHistPdf(nameUp.c_str(),"",*hobs,*DHup)));
WS->import(*(new RooHistPdf(nameDown.c_str(),"",*hobs,*DHdown)));
if(kount2 < 3){ WS->import(*(new RooHistPdf(namen.c_str(),"",*hobs,*DHnom))); kount2++;}
}
}
TH1* GetCentK(TDirectory* top, Double_t c1, Double_t c2, Int_t s,
TLegend* l)
{
TString dname; dname.Form("cent%06.2f_%06.2f", c1, c2);
dname.ReplaceAll(".", "d");
TDirectory* d = top->GetDirectory(dname);
if (!d) {
Warning("GetCetnK", "Directory %s not found in %s",
dname.Data(), top->GetName());
return;
}
TDirectory* det = d->GetDirectory("details");
if (!det) {
Warning("GetCetnK", "Directory details not found in %s",
d->GetName());
d->ls();
return;
}
TObject* o = det->Get("scalar");
if (!o) {
Warning("GetCetnK", "Object scalar not found in %s",
det->GetName());
return;
}
if (!o->IsA()->InheritsFrom(TH1::Class())) {
Warning("GetCetnK", "Object %s is not a TH1, but a %s",
o->GetName(), o->ClassName());
return;
}
TH1* h = static_cast<TH1*>(o->Clone());
Color_t col = cc[(s-1)%10];
h->SetLineColor(col);
h->SetMarkerColor(col);
h->SetFillColor(col);
h->SetFillStyle(1001);
// h->SetTitle(Form("%5.2f-%5.2f%% #times %d", c1, c2, s));
h->SetTitle(Form("%2.0f-%2.0f%% + %d", c1, c2, s-1));
TF1* f = new TF1("", "[0]",-2.2,2.2);
f->SetParameter(0,s-1);
f->SetLineColor(col);
f->SetLineStyle(7);
f->SetLineWidth(1);
// h->Scale(s);
h->Add(f);
h->GetListOfFunctions()->Add(f);
f->SetParameter(0,s);
for (Int_t i = 1; i <= h->GetNbinsX(); i++) {
if (TMath::Abs(h->GetBinCenter(i)) > 2) {
h->SetBinContent(i,0);
h->SetBinError(i,0);
}
}
TLegendEntry* e = l->AddEntry(h, h->GetTitle(), "f");
e->SetFillColor(col);
e->SetFillStyle(1001);
e->SetLineColor(col);
return h;
}
