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DisplayJECJERDistributions_FULLSIM.cc
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DisplayJECJERDistributions_FULLSIM.cc
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// Creates the images and HTML
// for displaying changes in Signal MC
// due to JEC+1-1, and JER+1-1
#include <TH1F.h>
#include <TH2F.h>
#include <TROOT.h>
#include <TFile.h>
#include <TTree.h>
#include <TSystem.h>
#include <TChain.h>
#include <TLorentzVector.h>
#include <TLegend.h>
#include <TCanvas.h>
#include <TProfile.h>
#include <iostream>
#include <TFractionFitter.h>
#include <TStyle.h>
#include <TPaveText.h>
#include <THStack.h>
#include <TArrow.h>
#include <TColor.h>
#include <sstream>
#include <iostream>
#include <fstream>
#include <algorithm>
#include <RooRealVar.h>
#include <RooArgList.h>
#include <RooChebychev.h>
#include <RooDataHist.h>
#include <RooAbsPdf.h>
#include <RooWorkspace.h>
#include <RooPlot.h>
#include <RooFitResult.h>
#include <RooCBShape.h>
// #include "/Users/souvik/HbbHbb/Analysis/PDFs/RevCrystalBall.h"
bool focus=false;
int rebin=1;
ofstream outfile;
std::string tostr(float t)
{
std::ostringstream os;
os<<t;
return os.str();
}
double quad(double a, double b, double c=0, double d=0, double e=0, double f=0, double g=0, double h=0, double i=0, double j=0, double k=0)
{
return pow(a*a+b*b+c*c+d*d+e*e+f*f+g*g+h*h+i*i+j*j+k*k, 0.5);
}
struct Params
{
double sg_p0;
double sg_p1;
double sg_p2;
double sg_p3;
double sg_p0_err;
double sg_p1_err;
double sg_p2_err;
double sg_p3_err;
};
TLegend* twoStatBoxes(TH1F* h1, TH1F* h2)
{
TLegend *leg=new TLegend(0.6, 0.6, 0.9, 0.9);
double wherepeak=(h2->GetMean())/(h2->GetXaxis()->GetXmax());
if (wherepeak>0.63) leg=new TLegend(0.1, 0.9, 0.4, 0.6);
leg->AddEntry(h1, "Baseline");
leg->AddEntry((TObject*)0, ("mean="+tostr(h1->GetMean())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(h1->GetRMS())).c_str(), "");
leg->AddEntry((TObject*)0, "", "");
leg->AddEntry(h2, "JEC +1 #sigma");
leg->AddEntry((TObject*)0, ("mean="+tostr(h2->GetMean())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(h2->GetRMS())).c_str(), "");
leg->SetFillColor(10);
return leg;
}
TLegend* threeStatBoxes(TH1F* h1, TH1F* h2, TH1F *h3)
{
TLegend *leg=new TLegend(0.6, 0.6, 0.9, 0.9);
double wherepeak=(h2->GetMean())/(h2->GetXaxis()->GetXmax());
if (wherepeak>0.63) leg=new TLegend(0.1, 0.9, 0.4, 0.6);
leg->AddEntry(h1, "Baseline");
leg->AddEntry((TObject*)0, ("mean="+tostr(h1->GetMean())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(h1->GetRMS())).c_str(), "");
leg->AddEntry(h2, "JEC +1 #sigma");
leg->AddEntry((TObject*)0, ("mean="+tostr(h2->GetMean())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(h2->GetRMS())).c_str(), "");
leg->AddEntry(h3, "JEC -1 #sigma");
leg->AddEntry((TObject*)0, ("mean="+tostr(h3->GetMean())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(h3->GetRMS())).c_str(), "");
leg->SetFillColor(10);
return leg;
}
TLegend* fiveStatBoxes(TH1F* h1, TH1F* h2, TH1F *h3, TH1F *h4, TH1F *h5)
{
TLegend *leg=new TLegend(0.6, 0.4, 0.9, 0.9);
double wherepeak=(h2->GetMean())/(h2->GetXaxis()->GetXmax());
if (wherepeak>0.63) leg=new TLegend(0.1, 0.9, 0.4, 0.6);
leg->AddEntry(h1, "Baseline");
leg->AddEntry((TObject*)0, ("mean="+tostr(h1->GetMean())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(h1->GetRMS())).c_str(), "");
leg->AddEntry(h2, "JEC +1 #sigma");
leg->AddEntry((TObject*)0, ("mean="+tostr(h2->GetMean())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(h2->GetRMS())).c_str(), "");
leg->AddEntry(h3, "JEC -1 #sigma");
leg->AddEntry((TObject*)0, ("mean="+tostr(h3->GetMean())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(h3->GetRMS())).c_str(), "");
leg->AddEntry(h4, "JER +1 #sigma");
leg->AddEntry((TObject*)0, ("mean="+tostr(h4->GetMean())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(h4->GetRMS())).c_str(), "");
leg->AddEntry(h5, "JER -1 #sigma");
leg->AddEntry((TObject*)0, ("mean="+tostr(h5->GetMean())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(h5->GetRMS())).c_str(), "");
leg->SetFillColor(10);
return leg;
}
TLegend* elevenStatBoxes(TH1F* h1, TH1F* h2, TH1F *h3, TH1F *h4, TH1F *h5, TH1F *h6, TH1F *h7, TH1F *h8, TH1F *h9, TH1F *h10, TH1F *h11)
{
TLegend *leg=new TLegend(0.7, 0.1, 0.9, 0.9);
double wherepeak=(h2->GetMean())/(h2->GetXaxis()->GetXmax());
if (wherepeak>0.63) leg=new TLegend(0.1, 0.9, 0.3, 0.1);
leg->AddEntry(h1, "Baseline");
leg->AddEntry((TObject*)0, ("mean="+tostr(h1->GetMean())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(h1->GetRMS())).c_str(), "");
leg->AddEntry(h2, "JEC +1 #sigma");
leg->AddEntry((TObject*)0, ("mean="+tostr(h2->GetMean())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(h2->GetRMS())).c_str(), "");
leg->AddEntry(h3, "JEC -1 #sigma");
leg->AddEntry((TObject*)0, ("mean="+tostr(h3->GetMean())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(h3->GetRMS())).c_str(), "");
leg->AddEntry(h4, "JER +1 #sigma");
leg->AddEntry((TObject*)0, ("mean="+tostr(h4->GetMean())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(h4->GetRMS())).c_str(), "");
leg->AddEntry(h5, "JER -1 #sigma");
leg->AddEntry((TObject*)0, ("mean="+tostr(h5->GetMean())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(h5->GetRMS())).c_str(), "");
leg->AddEntry(h6, "SF_{bc} +1 #sigma");
leg->AddEntry((TObject*)0, ("mean="+tostr(h6->GetMean())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(h6->GetRMS())).c_str(), "");
leg->AddEntry(h7, "SF_{bc} -1 #sigma");
leg->AddEntry((TObject*)0, ("mean="+tostr(h7->GetMean())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(h7->GetRMS())).c_str(), "");
leg->AddEntry(h8, "SF_{l} +1 #sigma");
leg->AddEntry((TObject*)0, ("mean="+tostr(h8->GetMean())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(h8->GetRMS())).c_str(), "");
leg->AddEntry(h9, "SF_{l} -1 #sigma");
leg->AddEntry((TObject*)0, ("mean="+tostr(h9->GetMean())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(h9->GetRMS())).c_str(), "");
leg->AddEntry(h10, "Trig SF +1 #sigma");
leg->AddEntry((TObject*)0, ("mean="+tostr(h10->GetMean())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(h10->GetRMS())).c_str(), "");
leg->AddEntry(h11, "Trig SF -1 #sigma");
leg->AddEntry((TObject*)0, ("mean="+tostr(h11->GetMean())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(h11->GetRMS())).c_str(), "");
leg->SetFillColor(10);
return leg;
}
Double_t crystalBall(Double_t *x, Double_t *par)
{
Double_t std=(x[0]-par[2])/par[3];
Double_t A=pow(par[1]/par[0], par[1])*exp(-0.5*pow(par[0], 2));
Double_t B=par[1]/par[0]-par[0];
Double_t result=0.;
if (std<par[0]) // Gaussian region
{
result=exp(-0.5*pow(std, 2));
}
else // Power Law region
{
result=A/pow(B+std, par[1]);
}
result=result*par[4];
return result;
}
THStack* drawCombinatorics(std::string mass, TH1F *h_right, TH1F *h_wrong, TH1F *h_no)
{
std::string s_name=h_right->GetName();
s_name.replace(0, 1, "s");
double rangeLo=-1, rangeHi=-1;
if (mass=="300") {rangeLo=200., rangeHi=600.;}
else if (mass=="400") {rangeLo=200., rangeHi=600.;}
else if (mass=="500") {rangeLo=470., rangeHi=650.;}
else if (mass=="600") {rangeLo=580., rangeHi=670.;}
else if (mass=="700") {rangeLo=650., rangeHi=870.;}
else if (mass=="800") {rangeLo=750., rangeHi=990.;}
h_right->GetXaxis()->SetRangeUser(rangeLo, rangeHi);
h_wrong->GetXaxis()->SetRangeUser(rangeLo, rangeHi);
h_no->GetXaxis()->SetRangeUser(rangeLo, rangeHi);
THStack *stack=new THStack(s_name.c_str(), s_name.c_str());
stack->Add(h_no);
stack->Add(h_wrong);
stack->Add(h_right);
return stack;
}
RooPlot* fitSignal(TH1F *h, std::string mass, int color, TLegend *leg, Params ¶ms, bool kinFit=false)
{
RooRealVar *x, *sg_p0, *sg_p1, *sg_p2, *sg_p3;
x=new RooRealVar("x", "m_{X} (GeV)", 300., 1100.);
// x=new RooRealVar("x", "m_{X} (GeV)", 300., 800.);
double rangeLo=-1, rangeHi=-1;
if (!kinFit)
{
if (mass=="270")
{
rangeLo=200., rangeHi=600.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 0.0, 2.5);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 0., 5.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 280., 320.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 10., 50.);
}
else if (mass=="300")
{
rangeLo=200., rangeHi=600.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 0.0, 2.5);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 0., 5.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 280., 320.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 10., 50.);
}
else if (mass=="350")
{
rangeLo=200., rangeHi=600.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 0.0, 2.5);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 0., 5.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 280., 320.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 10., 50.);
}
else if (mass=="400")
{
rangeLo=300., rangeHi=600.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1.0, 2.5);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 2., 5.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 380., 420.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 10., 50.);
}
else if (mass=="450")
{
rangeLo=300., rangeHi=600.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1.0, 2.5);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 2., 5.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 380., 420.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 10., 50.);
}
else if (mass=="500")
{
rangeLo=300., rangeHi=700.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1.0, 3.0);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 1., 10.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 470., 530.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 10., 30.);
}
else if (mass=="550")
{
rangeLo=300., rangeHi=700.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1.0, 3.0);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 1., 10.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 470., 530.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 10., 30.);
}
else if (mass=="600")
{
rangeLo=400., rangeHi=800.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1.0, 4.0);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 0.001, 1.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 580., 620.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 20., 30.);
}
else if (mass=="650")
{
rangeLo=400., rangeHi=800.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1.0, 4.0);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 0.001, 1.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 580., 620.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 20., 30.);
}
else if (mass=="700")
{
rangeLo=500., rangeHi=900.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 0.5, 4.0);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 1.0, 10.0);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 680., 720.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 25., 35.);
}
else if (mass=="800")
{
rangeLo=600., rangeHi=1000.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1.0, 5.0);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 0.1, 20.0);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 780., 850.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 25., 40.);
}
else if (mass=="900")
{
rangeLo=700., rangeHi=1100.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1.0, 5.0);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 0.1, 20.0);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 880., 950.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 25., 40.);
}
else if (mass=="1000")
{
rangeLo=800., rangeHi=1200.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1.0, 5.0);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 0.1, 20.0);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 980., 1050.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 25., 40.);
}
else if (mass=="1100")
{
rangeLo=900., rangeHi=1300.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1.0, 5.0);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 0.1, 20.0);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 1080., 1150.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 25., 40.);
}
}
else
{
if (mass=="270")
{
rangeLo=200., rangeHi=600.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 0.0, 2.5);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 0., 5.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 280., 320.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 10., 50.);
}
else if (mass=="300")
{
rangeLo=200., rangeHi=600.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 0.0, 2.5);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 0., 5.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 280., 320.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 10., 50.);
}
else if (mass=="350")
{
rangeLo=200., rangeHi=600.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 0.0, 2.5);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 0., 5.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 280., 320.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 10., 50.);
}
else if (mass=="400")
{
// rangeLo=300., rangeHi=600.;
rangeLo=370., rangeHi=550.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1., 2.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 1., 10.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 390., 410.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 7., 20.);
}
else if (mass=="450")
{
rangeLo=300., rangeHi=600.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1.0, 2.5);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 2., 5.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 380., 420.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 10., 50.);
}
else if (mass=="500")
{
// rangeLo=300., rangeHi=700.;
rangeLo=470., rangeHi=650.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1., 3.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 1., 10.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 470., 530.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 10., 30.);
}
else if (mass=="550")
{
rangeLo=300., rangeHi=700.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1.0, 3.0);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 1., 10.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 470., 530.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 10., 30.);
}
else if (mass=="600")
{
// rangeLo=400., rangeHi=800.;
rangeLo=580., rangeHi=670.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1., 4.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 1., 10.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 600., 620.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 10., 30.);
}
else if (mass=="650")
{
rangeLo=400., rangeHi=800.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1.0, 4.0);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 0.001, 1.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 580., 620.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 20., 30.);
}
else if (mass=="700")
{
// rangeLo=500., rangeHi=900.;
rangeLo=650., rangeHi=870.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1., 4.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 1., 10.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 680., 750.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 20., 30.);
}
else if (mass=="800")
{
// rangeLo=600., rangeHi=1000.;
rangeLo=750., rangeHi=990.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1., 5.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 1., 5.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 780., 850.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 20., 30.);
}
else if (mass=="900")
{
rangeLo=700., rangeHi=1100.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1.0, 5.0);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 0.1, 20.0);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 880., 950.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 25., 40.);
}
else if (mass=="1000")
{
rangeLo=800., rangeHi=1200.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1.0, 5.0);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 0.1, 20.0);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 980., 1050.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 25., 40.);
}
else if (mass=="1100")
{
rangeLo=900., rangeHi=1300.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1.0, 5.0);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 0.1, 20.0);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 1080., 1150.);
sg_p3=new RooRealVar("sg_p3", "sg_p3", 25., 40.);
}
}
x=new RooRealVar("x", "m_{X} (GeV)", rangeLo, rangeHi);
RevCrystalBall signal("signal", "Signal Prediction", *x, *sg_p0, *sg_p1, *sg_p2, *sg_p3);
RooDataHist signalHistogram("signalHistogram", "Signal Histogram", RooArgList(*x), h);
signal.fitTo(signalHistogram, RooFit::Range(rangeLo, rangeHi), RooFit::Save());
params.sg_p0=sg_p0->getVal(); params.sg_p0_err=sg_p0->getError();
params.sg_p1=sg_p1->getVal(); params.sg_p1_err=sg_p1->getError();
params.sg_p2=sg_p2->getVal(); params.sg_p2_err=sg_p2->getError();
params.sg_p3=sg_p3->getVal(); params.sg_p3_err=sg_p3->getError();
RooPlot *plot=x->frame();
signalHistogram.plotOn(plot, RooFit::MarkerColor(color));
signal.plotOn(plot, RooFit::LineColor(color), RooFit::LineWidth(0));
// leg->AddEntry((TObject*)0, ("norm="+tostr(h->GetSumOfWeights())).c_str(), "");
leg->AddEntry((TObject*)0, ("mean="+tostr(sg_p2->getVal())+"#pm"+tostr(sg_p2->getError())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(sg_p3->getVal())+"#pm"+tostr(sg_p3->getError())).c_str(), "");
std::cout<<"chi2/dof = "<<plot->chiSquare()<<std::endl;
// Save modified signal shape to workspace
if (color==kBlack)
{
RooRealVar signal_p0("signal_p0", "signal_p0", sg_p0->getVal());
RooRealVar signal_p1("signal_p1", "signal_p1", sg_p1->getVal());
RooRealVar signal_p2("signal_p2", "signal_p2", sg_p2->getVal());
RooRealVar signal_p3("signal_p3", "signal_p3", sg_p3->getVal());
RevCrystalBall signal_fixed("signal", "Signal Prediction Fixed", *x, signal_p0, signal_p1, signal_p2, signal_p3);
RooWorkspace *w=new RooWorkspace("HbbHbb");
w->import(signal_fixed);
if (!kinFit) w->SaveAs(("SignalShapes/w_signal_"+mass+".root").c_str());
if (kinFit) w->SaveAs(("SignalShapes_KinFit/w_signal_"+mass+".root").c_str());
}
return plot;
}
RooPlot* fitSignal_Gaussian(TH1F *h, std::string mass, int color, TLegend *leg, Params ¶ms, bool kinFit=false)
{
RooRealVar *x, *sg_p0, *sg_p1;
x=new RooRealVar("x", "m_{X} (GeV)", 300., 1100.);
double rangeLo=-1, rangeHi=-1;
if (!kinFit)
{
if (mass=="270")
{
rangeLo=170., rangeHi=470.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 250., 290.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 10., 60.);
}
else if (mass=="300")
{
rangeLo=200., rangeHi=600.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 280., 320.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 10., 60.);
}
else if (mass=="350")
{
rangeLo=250., rangeHi=650.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 330., 370.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 10., 60.);
}
else if (mass=="400")
{
rangeLo=300., rangeHi=600.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 380., 420.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 10., 50.);
}
else if (mass=="450")
{
rangeLo=350., rangeHi=650.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 430., 470.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 10., 50.);
}
else if (mass=="500")
{
rangeLo=300., rangeHi=700.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 470., 530.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 10., 30.);
}
else if (mass=="550")
{
rangeLo=350., rangeHi=750.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 530., 580.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 10., 30.);
}
else if (mass=="600")
{
rangeLo=400., rangeHi=800.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 580., 620.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 20., 30.);
}
else if (mass=="650")
{
rangeLo=450., rangeHi=850.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 630., 680.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 20., 30.);
}
else if (mass=="700")
{
rangeLo=500., rangeHi=900.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 680., 720.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 25., 35.);
}
else if (mass=="800")
{
rangeLo=600., rangeHi=1000.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 780., 850.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 25., 40.);
}
else if (mass=="900")
{
rangeLo=700., rangeHi=1100.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 880., 950.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 25., 40.);
}
else if (mass=="1000")
{
rangeLo=800., rangeHi=1200.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 980., 1050.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 25., 40.);
}
else if (mass=="1100")
{
rangeLo=900., rangeHi=1300.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1080., 1150.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 25., 40.);
}
}
else
{
if (mass=="270")
{
rangeLo=200., rangeHi=400.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 250., 290.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 10., 60.);
}
else if (mass=="300")
{
rangeLo=250., rangeHi=350.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 280., 320.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 7., 60.);
}
else if (mass=="350")
{
rangeLo=300., rangeHi=400.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 330., 370.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 10., 60.);
}
else if (mass=="400")
{
// rangeLo=300., rangeHi=600.;
rangeLo=380., rangeHi=440.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 390., 410.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 5., 15.);
}
else if (mass=="450")
{
rangeLo=430., rangeHi=480.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 430., 470.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 10., 50.);
}
else if (mass=="500")
{
// rangeLo=300., rangeHi=700.;
rangeLo=475., rangeHi=540.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 470., 530.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 10., 30.);
}
else if (mass=="550")
{
rangeLo=520., rangeHi=600.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 530., 580.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 10., 30.);
}
else if (mass=="600")
{
// rangeLo=400., rangeHi=800.;
rangeLo=575., rangeHi=650.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 600., 620.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 10., 30.);
}
else if (mass=="650")
{
rangeLo=630., rangeHi=700.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 630., 680.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 10., 30.);
}
else if (mass=="700")
{
// rangeLo=500., rangeHi=900.;
rangeLo=675., rangeHi=750.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 680., 750.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 15., 30.);
}
else if (mass=="800")
{
// rangeLo=600., rangeHi=1000.;
rangeLo=770., rangeHi=860.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 780., 850.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 15., 30.);
}
else if (mass=="900")
{
rangeLo=860., rangeHi=970.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 880., 950.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 20., 40.);
}
else if (mass=="1000")
{
rangeLo=950., rangeHi=1080.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 980., 1050.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 25., 40.);
}
else if (mass=="1100")
{
rangeLo=1040., rangeHi=1180.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 1080., 1150.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 25., 40.);
}
}
x=new RooRealVar("x", "m_{X} (GeV)", rangeLo, rangeHi);
RooGaussian signal("signal", "Signal Prediction", *x, *sg_p0, *sg_p1);
RooDataHist signalHistogram("signalHistogram", "Signal Histogram", RooArgList(*x), h);
signal.fitTo(signalHistogram, RooFit::Range(rangeLo, rangeHi), RooFit::Save());
params.sg_p0=sg_p0->getVal(); params.sg_p0_err=sg_p0->getError();
params.sg_p1=sg_p1->getVal(); params.sg_p1_err=sg_p1->getError();
params.sg_p2=-1;
params.sg_p3=-1;
RooPlot *plot=x->frame();
signalHistogram.plotOn(plot, RooFit::MarkerColor(color));
signal.plotOn(plot, RooFit::LineColor(color), RooFit::LineWidth(0));
leg->AddEntry((TObject*)0, ("norm="+tostr(h->GetSumOfWeights())).c_str(), "");
leg->AddEntry((TObject*)0, ("mean="+tostr(sg_p0->getVal())+"#pm"+tostr(sg_p0->getError())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms="+tostr(sg_p1->getVal())+"#pm"+tostr(sg_p1->getError())).c_str(), "");
std::cout<<"chi2/dof = "<<plot->chiSquare()<<std::endl;
// Save modified signal shape to workspace
if (color==kBlack)
{
RooRealVar signal_p0("signal_p0", "signal_p0", sg_p0->getVal());
RooRealVar signal_p1("signal_p1", "signal_p1", sg_p1->getVal());
RooGaussian signal_fixed("signal", "Signal Prediction Fixed", *x, signal_p0, signal_p1);
RooWorkspace *w=new RooWorkspace("HbbHbb");
w->import(signal_fixed);
if (!kinFit) w->SaveAs(("SignalShapes/w_signal_Gaussian_"+mass+".root").c_str());
if (kinFit) w->SaveAs(("SignalShapes_KinFit/w_signal_Gaussian_"+mass+".root").c_str());
}
return plot;
}
/*
RooPlot* fitSignal_BiGaussian(TH1F *h, std::string mass, int color, TLegend *leg, Params ¶ms, bool kinFit=false)
{
RooRealVar *x, *sg_p0, *sg_p1, *sg_p2;
x=new RooRealVar("x", "m_{X} (GeV)", 300., 1100.);
double rangeLo=-1, rangeHi=-1;
{
if (mass=="300")
{
rangeLo=200., rangeHi=600.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 280., 320.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 10., 60.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 7., 60.);
}
else if (mass=="400")
{
// rangeLo=300., rangeHi=600.;
rangeLo=370., rangeHi=440.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 390., 410.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 7., 20.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 7., 20.);
}
else if (mass=="500")
{
// rangeLo=300., rangeHi=700.;
rangeLo=470., rangeHi=550.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 470., 530.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 10., 30.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 10., 30.);
}
else if (mass=="600")
{
// rangeLo=400., rangeHi=800.;
rangeLo=570., rangeHi=660.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 600., 620.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 10., 30.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 10., 30.);
}
else if (mass=="700")
{
// rangeLo=500., rangeHi=900.;
rangeLo=650., rangeHi=770.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 680., 750.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 20., 30.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 20., 30.);
}
else if (mass=="800")
{
// rangeLo=600., rangeHi=1000.;
rangeLo=750., rangeHi=880.;
sg_p0=new RooRealVar("sg_p0", "sg_p0", 780., 850.);
sg_p1=new RooRealVar("sg_p1", "sg_p1", 20., 30.);
sg_p2=new RooRealVar("sg_p2", "sg_p2", 20., 30.);
}
}
x=new RooRealVar("x", "m_{X} (GeV)", rangeLo, rangeHi);
RooBifurGauss signal("signal", "Signal Prediction", *x, *sg_p0, *sg_p1, *sg_p2);
RooDataHist signalHistogram("signalHistogram", "Signal Histogram", RooArgList(*x), h);
signal.fitTo(signalHistogram, RooFit::Range(rangeLo, rangeHi), RooFit::Save());
params.sg_p0=sg_p0->getVal(); params.sg_p0_err=sg_p0->getError();
params.sg_p1=sg_p1->getVal(); params.sg_p1_err=sg_p1->getError();
params.sg_p2=sg_p2->getVal(); params.sg_p2_err=sg_p2->getError();;
params.sg_p3=-1;
RooPlot *plot=x->frame();
signalHistogram.plotOn(plot, RooFit::MarkerColor(color));
signal.plotOn(plot, RooFit::LineColor(color), RooFit::LineWidth(0));
leg->AddEntry((TObject*)0, ("norm="+tostr(h->GetSumOfWeights())).c_str(), "");
leg->AddEntry((TObject*)0, ("mean="+tostr(sg_p0->getVal())+"#pm"+tostr(sg_p0->getError())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms1="+tostr(sg_p1->getVal())+"#pm"+tostr(sg_p1->getError())).c_str(), "");
leg->AddEntry((TObject*)0, ("rms2="+tostr(sg_p2->getVal())+"#pm"+tostr(sg_p2->getError())).c_str(), "");
std::cout<<"chi2/ndof = "<<plot->chiSquare()<<std::endl;
// Save modified signal shape to workspace
if (color==kBlack)
{
RooRealVar signal_p0("signal_p0", "signal_p0", sg_p0->getVal());
RooRealVar signal_p1("signal_p1", "signal_p1", sg_p1->getVal());
RooRealVar signal_p2("signal_p2", "signal_p2", sg_p2->getVal());
RooBifurGauss signal_fixed("signal", "Signal Prediction Fixed", *x, signal_p0, signal_p1, signal_p2);
RooWorkspace *w=new RooWorkspace("HbbHbb");
w->import(signal_fixed);
if (!kinFit) w->SaveAs(("SignalShapes/w_signal_BiGaussian_"+mass+".root").c_str());
if (kinFit) w->SaveAs(("SignalShapes_KinFit/w_signal_BiGaussian_"+mass+".root").c_str());
}
return plot;
}
*/
double lnN(double b, double a, double c)
{
// std::cout<<"a = "<<a<<", b = "<<b<<", c = "<<c<<std::endl;
// std::cout<<"1.+(a-c)/(2.*b) = "<<1.+fabs(a-c)/(2.*b)<<std::endl;
double err=0;
if (b>0) err=1.+fabs(a-c)/(2.*b);
return err;
}
int DisplayJECJERDistributions_FULLSIM()
{
std::vector<std::string> masses;
masses.push_back("270");
masses.push_back("300");
masses.push_back("350");
masses.push_back("400");
masses.push_back("450");
masses.push_back("500");
masses.push_back("550");
masses.push_back("600");
masses.push_back("650");
masses.push_back("700");
masses.push_back("800");
masses.push_back("900");
masses.push_back("1000");
masses.push_back("1100");
gROOT->SetStyle("Plain");
gStyle->SetOptStat(000000000);
// gStyle->SetPalette(1);
gSystem->Load("/Users/souvik/HbbHbb/Analysis/PDFs/RevCrystalBall_cxx.so");
// Calculate nSignal events given production cross section, branching fractions and efficiency
double totalLumi=18600.0; // /pb
double prodXsec_1=1.; // pb
// Write to an HTML File
outfile.open("SignalSystematics/SignalSystematics.html");
outfile<<"<html>"<<std::endl;
outfile<<"<head>"<<std::endl;
// outfile<<"<base href=\"https://cmslpcweb.fnal.gov/uscms_data/souvik/SignalSystematics\" target=\"_blank\">"<<std::endl;
outfile<<"</head>"<<std::endl;
outfile<<"<body>"<<std::endl;
outfile<<"<h1> Signal with JEC, JER Systematic Uncertainties</h1>"<<std::endl;
for (unsigned int i=0; i<masses.size(); ++i)
{
TFile *file=new TFile(("MMMM_nominal/a/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_H1Jet1pT=(TH1F*)file->Get("h_H1Jet1pT");
TH1F *h_H1Jet2pT=(TH1F*)file->Get("h_H1Jet2pT");
TH1F *h_H1_mass_bTagged=(TH1F*)file->Get("h_H1_mass_bTagged");
h_H1_mass_bTagged->Add((TH1F*)file->Get("h_H2_mass_bTagged"));
TH1F *h_H1_pT_bTagged=(TH1F*)file->Get("h_H1_pT_bTagged");
h_H1_pT_bTagged->Add((TH1F*)file->Get("h_H2_pT_bTagged"));
TH1F *h_mX_SR=(TH1F*)file->Get("h_mX_SR");
TH1F *h_mX_SR_rightComb=(TH1F*)file->Get("h_mX_SR_rightComb");
TH1F *h_mX_SR_wrongComb=(TH1F*)file->Get("h_mX_SR_wrongComb");
TH1F *h_mX_SR_noComb=(TH1F*)file->Get("h_mX_SR_noComb");
TH1F *h_CountWithPU=(TH1F*)file->Get("CountWithPU");
double nSignal_init=h_CountWithPU->GetBinContent(1);
std::cout<<"nSignal_init = "<<nSignal_init<<std::endl;
TFile *file_JECp1=new TFile(("KinSel_JECp1/MMMM_nominal/a/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_H1Jet1pT_JECp1=(TH1F*)file_JECp1->Get("h_H1Jet1pT");
TH1F *h_H1Jet2pT_JECp1=(TH1F*)file_JECp1->Get("h_H1Jet2pT");
TH1F *h_H1_mass_bTagged_JECp1=(TH1F*)file_JECp1->Get("h_H1_mass_bTagged");
h_H1_mass_bTagged_JECp1->Add((TH1F*)file_JECp1->Get("h_H2_mass_bTagged"));
TH1F *h_H1_pT_bTagged_JECp1=(TH1F*)file_JECp1->Get("h_H1_pT_bTagged");
h_H1_pT_bTagged_JECp1->Add((TH1F*)file_JECp1->Get("h_H2_pT_bTagged"));
TH1F *h_mX_SR_JECp1=(TH1F*)file_JECp1->Get("h_mX_SR");
TFile *file_JECm1=new TFile(("KinSel_JECm1/MMMM_nominal/a/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_H1Jet1pT_JECm1=(TH1F*)file_JECm1->Get("h_H1Jet1pT");
TH1F *h_H1Jet2pT_JECm1=(TH1F*)file_JECm1->Get("h_H1Jet2pT");
TH1F *h_H1_mass_bTagged_JECm1=(TH1F*)file_JECm1->Get("h_H1_mass_bTagged");
h_H1_mass_bTagged_JECm1->Add((TH1F*)file_JECm1->Get("h_H2_mass_bTagged"));
TH1F *h_H1_pT_bTagged_JECm1=(TH1F*)file_JECm1->Get("h_H1_pT_bTagged");
h_H1_pT_bTagged_JECm1->Add((TH1F*)file_JECm1->Get("h_H2_pT_bTagged"));
TH1F *h_mX_SR_JECm1=(TH1F*)file_JECm1->Get("h_mX_SR");
TFile *file_JERp1=new TFile(("KinSel_JERp1/MMMM_nominal/a/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_H1Jet1pT_JERp1=(TH1F*)file_JERp1->Get("h_H1Jet1pT");
TH1F *h_H1Jet2pT_JERp1=(TH1F*)file_JERp1->Get("h_H1Jet2pT");
TH1F *h_H1_mass_bTagged_JERp1=(TH1F*)file_JERp1->Get("h_H1_mass_bTagged");
h_H1_mass_bTagged_JERp1->Add((TH1F*)file_JERp1->Get("h_H2_mass_bTagged"));
TH1F *h_H1_pT_bTagged_JERp1=(TH1F*)file_JERp1->Get("h_H1_pT_bTagged");
h_H1_pT_bTagged_JERp1->Add((TH1F*)file_JERp1->Get("h_H2_pT_bTagged"));
TH1F *h_mX_SR_JERp1=(TH1F*)file_JERp1->Get("h_mX_SR");
TFile *file_JERm1=new TFile(("KinSel_JERm1/MMMM_nominal/a/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_H1Jet1pT_JERm1=(TH1F*)file_JERm1->Get("h_H1Jet1pT");
TH1F *h_H1Jet2pT_JERm1=(TH1F*)file_JERm1->Get("h_H1Jet2pT");
TH1F *h_H1_mass_bTagged_JERm1=(TH1F*)file_JERm1->Get("h_H1_mass_bTagged");
h_H1_mass_bTagged_JERm1->Add((TH1F*)file_JERm1->Get("h_H2_mass_bTagged"));
TH1F *h_H1_pT_bTagged_JERm1=(TH1F*)file_JERm1->Get("h_H1_pT_bTagged");
h_H1_pT_bTagged_JERm1->Add((TH1F*)file_JERm1->Get("h_H2_pT_bTagged"));
TH1F *h_mX_SR_JERm1=(TH1F*)file_JERm1->Get("h_mX_SR");
TFile *file_upBC=new TFile(("MMMM_upBC/a/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_H1Jet1pT_upBC=(TH1F*)file_upBC->Get("h_H1Jet1pT");
TH1F *h_H1Jet2pT_upBC=(TH1F*)file_upBC->Get("h_H1Jet2pT");
TH1F *h_H1_mass_bTagged_upBC=(TH1F*)file_upBC->Get("h_H1_mass_bTagged");
h_H1_mass_bTagged_upBC->Add((TH1F*)file_upBC->Get("h_H2_mass_bTagged"));
TH1F *h_H1_pT_bTagged_upBC=(TH1F*)file_upBC->Get("h_H1_pT_bTagged");
h_H1_pT_bTagged_upBC->Add((TH1F*)file_upBC->Get("h_H2_pT_bTagged"));
TH1F *h_mX_SR_upBC=(TH1F*)file_upBC->Get("h_mX_SR");
TFile *file_downBC=new TFile(("MMMM_downBC/a/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_H1Jet1pT_downBC=(TH1F*)file_downBC->Get("h_H1Jet1pT");
TH1F *h_H1Jet2pT_downBC=(TH1F*)file_downBC->Get("h_H1Jet2pT");
TH1F *h_H1_mass_bTagged_downBC=(TH1F*)file_downBC->Get("h_H1_mass_bTagged");
h_H1_mass_bTagged_downBC->Add((TH1F*)file_downBC->Get("h_H2_mass_bTagged"));
TH1F *h_H1_pT_bTagged_downBC=(TH1F*)file_downBC->Get("h_H1_pT_bTagged");
h_H1_pT_bTagged_downBC->Add((TH1F*)file_downBC->Get("h_H2_pT_bTagged"));
TH1F *h_mX_SR_downBC=(TH1F*)file_downBC->Get("h_mX_SR");
TFile *file_upL=new TFile(("MMMM_upL/a/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_H1Jet1pT_upL=(TH1F*)file_upL->Get("h_H1Jet1pT");
TH1F *h_H1Jet2pT_upL=(TH1F*)file_upL->Get("h_H1Jet2pT");
TH1F *h_H1_mass_bTagged_upL=(TH1F*)file_upL->Get("h_H1_mass_bTagged");
h_H1_mass_bTagged_upL->Add((TH1F*)file_upL->Get("h_H2_mass_bTagged"));
TH1F *h_H1_pT_bTagged_upL=(TH1F*)file_upL->Get("h_H1_pT_bTagged");
h_H1_pT_bTagged_upL->Add((TH1F*)file_upL->Get("h_H2_pT_bTagged"));
TH1F *h_mX_SR_upL=(TH1F*)file_upL->Get("h_mX_SR");
TFile *file_downL=new TFile(("MMMM_downL/a/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_H1Jet1pT_downL=(TH1F*)file_downL->Get("h_H1Jet1pT");
TH1F *h_H1Jet2pT_downL=(TH1F*)file_downL->Get("h_H1Jet2pT");
TH1F *h_H1_mass_bTagged_downL=(TH1F*)file_downL->Get("h_H1_mass_bTagged");
h_H1_mass_bTagged_downL->Add((TH1F*)file_downL->Get("h_H2_mass_bTagged"));
TH1F *h_H1_pT_bTagged_downL=(TH1F*)file_downL->Get("h_H1_pT_bTagged");
h_H1_pT_bTagged_downL->Add((TH1F*)file_downL->Get("h_H2_pT_bTagged"));
TH1F *h_mX_SR_downL=(TH1F*)file_downL->Get("h_mX_SR");
TFile *file_upTrig=new TFile(("MMMM_upTrig/a/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_H1Jet1pT_upTrig=(TH1F*)file_upTrig->Get("h_H1Jet1pT");
TH1F *h_H1Jet2pT_upTrig=(TH1F*)file_upTrig->Get("h_H1Jet2pT");
TH1F *h_H1_mass_bTagged_upTrig=(TH1F*)file_upTrig->Get("h_H1_mass_bTagged");
h_H1_mass_bTagged_upTrig->Add((TH1F*)file_upTrig->Get("h_H2_mass_bTagged"));
TH1F *h_H1_pT_bTagged_upTrig=(TH1F*)file_upTrig->Get("h_H1_pT_bTagged");
h_H1_pT_bTagged_upTrig->Add((TH1F*)file_upTrig->Get("h_H2_pT_bTagged"));
TH1F *h_mX_SR_upTrig=(TH1F*)file_upTrig->Get("h_mX_SR");
TFile *file_downTrig=new TFile(("MMMM_downTrig/a/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_H1Jet1pT_downTrig=(TH1F*)file_downTrig->Get("h_H1Jet1pT");
TH1F *h_H1Jet2pT_downTrig=(TH1F*)file_downTrig->Get("h_H1Jet2pT");
TH1F *h_H1_mass_bTagged_downTrig=(TH1F*)file_downTrig->Get("h_H1_mass_bTagged");
h_H1_mass_bTagged_downTrig->Add((TH1F*)file_downTrig->Get("h_H2_mass_bTagged"));
TH1F *h_H1_pT_bTagged_downTrig=(TH1F*)file_downTrig->Get("h_H1_pT_bTagged");
h_H1_pT_bTagged_downTrig->Add((TH1F*)file_downTrig->Get("h_H2_pT_bTagged"));
TH1F *h_mX_SR_downTrig=(TH1F*)file_downTrig->Get("h_mX_SR");
// Kinematically Constrained
TFile *file_KinFit=new TFile(("MMMM_nominal/a_KinFit/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_mX_SR_KinFit=(TH1F*)file_KinFit->Get("h_mX_SR");
TH1F *h_mX_SR_rightComb_KinFit=(TH1F*)file_KinFit->Get("h_mX_SR_rightComb");
TH1F *h_mX_SR_wrongComb_KinFit=(TH1F*)file_KinFit->Get("h_mX_SR_wrongComb");
TH1F *h_mX_SR_noComb_KinFit=(TH1F*)file_KinFit->Get("h_mX_SR_noComb");
TFile *file_JECp1_KinFit=new TFile(("KinSel_JECp1/MMMM_nominal/a_KinFit/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_mX_SR_JECp1_KinFit=(TH1F*)file_JECp1_KinFit->Get("h_mX_SR");
TFile *file_JECm1_KinFit=new TFile(("KinSel_JECm1/MMMM_nominal/a_KinFit/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_mX_SR_JECm1_KinFit=(TH1F*)file_JECm1_KinFit->Get("h_mX_SR");
TFile *file_JERp1_KinFit=new TFile(("KinSel_JERp1/MMMM_nominal/a_KinFit/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_mX_SR_JERp1_KinFit=(TH1F*)file_JERp1_KinFit->Get("h_mX_SR");
TFile *file_JERm1_KinFit=new TFile(("KinSel_JERm1/MMMM_nominal/a_KinFit/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_mX_SR_JERm1_KinFit=(TH1F*)file_JERm1_KinFit->Get("h_mX_SR");
TFile *file_upBC_KinFit=new TFile(("MMMM_upBC/a_KinFit/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_mX_SR_upBC_KinFit=(TH1F*)file_upBC_KinFit->Get("h_mX_SR");
TFile *file_downBC_KinFit=new TFile(("MMMM_downBC/a_KinFit/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_mX_SR_downBC_KinFit=(TH1F*)file_downBC_KinFit->Get("h_mX_SR");
TFile *file_upL_KinFit=new TFile(("MMMM_upL/a_KinFit/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_mX_SR_upL_KinFit=(TH1F*)file_upL_KinFit->Get("h_mX_SR");
TFile *file_downL_KinFit=new TFile(("MMMM_downL/a_KinFit/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_mX_SR_downL_KinFit=(TH1F*)file_downL_KinFit->Get("h_mX_SR");
TFile *file_upTrig_KinFit=new TFile(("MMMM_upTrig/a_KinFit/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_mX_SR_upTrig_KinFit=(TH1F*)file_upTrig_KinFit->Get("h_mX_SR");
TFile *file_downTrig_KinFit=new TFile(("MMMM_downTrig/a_KinFit/Histograms_RadionToHH_4b_M-"+masses.at(i)+"_TuneZ2star_8TeV_FULLSIM.root").c_str());
TH1F *h_mX_SR_downTrig_KinFit=(TH1F*)file_downTrig_KinFit->Get("h_mX_SR");
if (!focus) {
TCanvas *c_H1Jet1pT=new TCanvas("c_H1Jet1pT", "c_H1Jet1pT", 700, 700);
h_H1Jet1pT_JECp1->SetLineStyle(9); h_H1Jet1pT_JECp1->SetLineColor(kRed);
h_H1Jet1pT_JECm1->SetLineStyle(9); h_H1Jet1pT_JECm1->SetLineColor(kRed+2);
h_H1Jet1pT_JERp1->SetLineStyle(9); h_H1Jet1pT_JERp1->SetLineColor(kMagenta);
h_H1Jet1pT_JERm1->SetLineStyle(9); h_H1Jet1pT_JERm1->SetLineColor(kMagenta+2);
h_H1Jet1pT_upBC->SetLineStyle(9); h_H1Jet1pT_upBC->SetLineColor(kGreen);
h_H1Jet1pT_downBC->SetLineStyle(9); h_H1Jet1pT_downBC->SetLineColor(kGreen+3);
h_H1Jet1pT_upL->SetLineStyle(9); h_H1Jet1pT_upL->SetLineColor(kCyan);
h_H1Jet1pT_downL->SetLineStyle(9); h_H1Jet1pT_downL->SetLineColor(kCyan+2);
h_H1Jet1pT_upTrig->SetLineStyle(9); h_H1Jet1pT_upTrig->SetLineColor(kBlue);
h_H1Jet1pT_downTrig->SetLineStyle(9); h_H1Jet1pT_downTrig->SetLineColor(kBlue+2);
h_H1Jet1pT_upTrig->Draw();
h_H1Jet1pT->Draw("same");
h_H1Jet1pT_JECp1->Draw("same");
h_H1Jet1pT_JECm1->Draw("same");
h_H1Jet1pT_JERp1->Draw("same");
h_H1Jet1pT_JERm1->Draw("same");
h_H1Jet1pT_upBC->Draw("same");