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D0corrFittingAndPlotMaker.cxx
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D0corrFittingAndPlotMaker.cxx
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/////ROOT LIBRARIES///////////////
#include "TROOT.h"
#include "TSystem.h"
#include "TApplication.h"
#include <TH2.h>
#include <TH3.h>
#include <TStyle.h>
#include <TCanvas.h>
#include <Riostream.h>
#include <TRandom.h>
#include <TNtuple.h>
#include <iomanip>
#include <TFile.h>
#include <TProfile.h>
#include <TGraph.h>
#include <TPad.h>
#include <TMath.h>
#include <TF1.h>
#include <THnSparse.h>
#include <TLeaf.h>
#include <TLatex.h>
#include "TError.h"
gErrorIgnoreLevel = 4000; //default is kInfo
///////C++ Libraries/////////////////
#include <iostream>
#include <iomanip>
#include <math.h>
#include <map>
#include <vector>
#include <utility>
#include <climits>
#include <sstream>
#include <string>
#include <fstream>
#include <TAttMarker.h>
#include <algorithm>
#include <memory>
#include <iterator>
#include <ctype.h>
#include <bitset>
#include <stdio.h>
#include <stdlib.h>
using namespace std;
#include "C:/Users/ajentsch/desktop/corrHistogramMaker.h"
//void formatCorrHist(TH2D* hist);
//void formatCorrHist(TH2D* hist, TString title);
Bool_t reject;
Double_t fline(Double_t *x, Double_t *par)
{
if ( (reject && (x[0] > 1.81 && x[0] < 1.91)) || (reject && (x[0] > 1.6 && x[0] < 1.7)) ){ //|| (reject && (x[0] > 2.0 && x[0] < 2.1))
TF1::RejectPoint();
return 0;
}
return par[0] + par[1]*x[0];
}
double calcScaleFactorforFit(double sigma)
{
double preFactor = TMath::Sqrt(TMath::PiOver2());
return preFactor*sigma*.5;
}
int D0corrFittingAndPlotMaker(){
//-----------------------------------------------------------------------------------------------------------------------------------------------------------------
//--------------------------------------FITTING AND PARAMETER EXTRACTION DONE HERE---------------------------------------------------------------------------------
//-----------------------------------------------------------------------------------------------------------------------------------------------------------------
TCanvas *c = new TCanvas("c3", "Histograms", 1100, 850);
TString fitFunctionLabel = "parameterFitFunction";
//TF2 *myfit = new TF2("parameterFitFunction","[0] + [1]*cos(y) + [2]*2*cos(2*y) + [3]*(exp(-0.5*(y*y)/([4]*[4]))+exp(-0.5*((y-6.28)*(y-6.28))/([4]*[4])))*exp(-0.5*(x*x)/([5]*[5]))", -ETA_RANGE, ETA_RANGE,-1.57,4.71);
TF2 *myfit[4][3];
TF1 *myfit1D = new TF1("parameterFitFunction","[0] + [1]*cos(x) + [2]*2*cos(2*x)" , -1.57, 4.71);
TF1 *fitProjection = new TF1("parameterFitFunction","[0] + [1]*cos(x) + [2]*2*cos(2*x) + [3]*[4]*(exp(-0.5*(x*x)/([5]*[5]))+exp(-0.5*((x-6.28)*(x-6.28))/([5]*[5])))" , -1.57, 4.71);
TF1 *quadrupole1 = new TF1("Quadrupole", "[0]*2*cos(2*x)", -1.57, 4.71);
TF1 *quadrupole2 = new TF1("Quadrupole", "[0]*2*cos(2*x)", -1.57, 4.71);
TF1 *quadrupole3 = new TF1("Quadrupole", "[0]*2*cos(2*x)", -1.57, 4.71);
TF1 *pileupLine1 = new TF1("PileupLine1", "[0] + [1]*x", -2.0, -1.0);
TF1 *pileupLine2 = new TF1("PileupLine2", "[0] + [1]*x", -1.0, 0);
TF1 *pileupLine3 = new TF1("PileupLine3", "[0] + [1]*x", 0, 1.0);
TF1 *pileupLine4 = new TF1("PileupLine4", "[0] + [1]*x", 1.0, 2.0);
TH1D *testPileupFunc = new TH1D("test", "test", 100, -2, 2);
//testPileupFunc->SetMaximum(1);
//testPileupFunc->SetMinimum(-1);
pileupLine1->FixParameter(0, -2);
pileupLine1->FixParameter(1, -1);
pileupLine2->FixParameter(0, 1);
pileupLine2->FixParameter(1, 2);
pileupLine3->FixParameter(0, 1);
pileupLine3->FixParameter(1, -2);
pileupLine4->FixParameter(0, -2);
pileupLine4->FixParameter(1, 1);
str1 = path + outputFolders[5] + outputFolders[8] + fileType;
testPileupFunc->Draw();
pileupLine1->Draw("SAME");
pileupLine2->Draw("SAME");
pileupLine3->Draw("SAME");
pileupLine4->Draw("SAME");
c->SaveAs(str1);
TH2D* fullySubtractedCorrCustomCentralitySideBandFit[4][3];
TH2D* fullySubtractedCorrCustomCentralitySideBandRes[4][3];
TH1D* fullySubtractedCorrCustomCentralitySideBandFitPhiProj[4][3];
TH1D* fullySubtractedCorrCustomCentralitySideBandResPhiProj[4][3];
TH2D* fullySubtractedCorrCustomCentralitySideBandPileupCorrected[4][3];
//TH2D* fullySubtractedCorrCustomCentralitySideBandRes[4][3];
//TH1D* fullySubtractedCorrCustomCentralitySideBandFitPhiProj[4][3];
//TH1D* fullySubtractedCorrCustomCentralitySideBandResPhiProj[4][3];
TString fitLabel = "_Fit";
TString resLabel = "_Residual";
TString pileupLabel = "PileupCorrected";
ofstream fitParameterFile2D;
TString fitParameterFileName2D = "Extracted_Parameters_from_fitting_2D.txt";
TString fitParamterOutputFile2D = path + fitParameterFileName2D;
fitParameterFile2D.open (fitParamterOutputFile2D);
ofstream fitParameterFile1D;
TString fitParameterFileName1D = "Extracted_Parameters_from_fitting_1D.txt";
TString fitParamterOutputFile1D = path + fitParameterFileName1D;
fitParameterFile1D.open (fitParamterOutputFile1D);
double v2_2D;
double v2_2D_Error;
double v2_1D;
double v2_1D_Error;
int bin1;
int bin2;
int bin3;
int bin4;
double GaussIntegralParameter;
for(int k = 0; k < 4; k++){
for(int i = 0; i < 3; i++){
str1 = fitFunctionLabel + PtBinLabel[k] + binLabelPt[k] + centralityBin[i];
myfit[k][i] = new TF2(str1,"[0] + [1]*cos(y) + [2]*2*cos(2*y) + [3]*(exp(-0.5*(y*y)/([4]*[4]))+exp(-0.5*((y-6.28)*(y-6.28))/([4]*[4])))*exp(-0.5*(x*x)/([5]*[5]))", -ETA_RANGE, ETA_RANGE,-1.57,4.71);
str1 = fullySubtractedLabelCustomCentrality + bandSubtract[1] + PtBinLabel[k] + binLabelPt[k] + centralityBin[i] + fitLabel;
fullySubtractedCorrCustomCentralitySideBandFit[k][i] = new TH2D(str1, str1, NUM_ETA_BINS, -2, 2, NUM_PHI_BINS, -TMath::PiOver2(), 3*TMath::PiOver2());
str1 = fullySubtractedLabelCustomCentrality + bandSubtract[1] + PtBinLabel[k] + binLabelPt[k] + centralityBin[i] + resLabel;
fullySubtractedCorrCustomCentralitySideBandRes[k][i] = new TH2D(str1, str1, NUM_ETA_BINS, -2, 2, NUM_PHI_BINS, -TMath::PiOver2(), 3*TMath::PiOver2());
str1 = phiProj + fullySubtractedLabelCustomCentrality + bandSubtract[1] + PtBinLabel[k] + binLabelPt[k] + centralityBin[i] + fitLabel;
fullySubtractedCorrCustomCentralitySideBandFitPhiProj[k][i] = new TH1D(str1, str1, NUM_PHI_BINS, -TMath::PiOver2(), 3*TMath::PiOver2());
str1 = phiProj + fullySubtractedLabelCustomCentrality + bandSubtract[1] + PtBinLabel[k] + binLabelPt[k] + centralityBin[i] + resLabel;
fullySubtractedCorrCustomCentralitySideBandResPhiProj[k][i] = new TH1D(str1, str1, NUM_PHI_BINS, -TMath::PiOver2(), 3*TMath::PiOver2());
str1 = fullySubtractedLabelCustomCentrality + bandSubtract[1] + PtBinLabel[k] + binLabelPt[k] + centralityBin[i] + pileupLabel;
fullySubtractedCorrCustomCentralitySideBandPileupCorrected[k][i] = new TH2D(str1, str1, NUM_ETA_BINS, -2, 2, NUM_PHI_BINS, -TMath::PiOver2(), 3*TMath::PiOver2());
fitParameterFile2D << "_________________________________________________________________________________________________________" << endl;
fitParameterFile1D << "_________________________________________________________________________________________________________" << endl;
fullySubtractedCorrCustomCentralitySideBandPileupCorrected[k][i] = (TH2D*)fullySubtractedCorrCustomCentralitySideBand[k][i]->Clone();
fullySubtractedCorrCustomCentralitySideBandFit[k][i]->GetXaxis()->SetRangeUser(-ETA_RANGE, ETA_RANGE);
fullySubtractedCorrCustomCentralitySideBandRes[k][i]->GetXaxis()->SetRangeUser(-ETA_RANGE, ETA_RANGE);
myfit1D->SetParLimits(0, -.5, .01); //offset A0
myfit1D->SetParLimits(1, -.1, 0.0); //v1 AD
myfit1D->SetParLimits(2, 0.0, .1); //v2 AQ
myfit[k][i]->SetParLimits(0, -.1, .01); //offset A0
myfit[k][i]->SetParLimits(1, -.05, 0.0); //v1 AD
myfit[k][i]->SetParLimits(2, 0.0, .1); //v2 AQ
myfit[k][i]->SetParLimits(3, 0.0, .19); //Jetamp A1
myfit[k][i]->SetParLimits(4, 0.1, 2); //sigPhi
myfit[k][i]->SetParLimits(5, 0.1, 2); //sigEta
//////////////////////2d fitting///////////////////////////////////////
fullySubtractedCorrCustomCentralitySideBand[k][i]->Fit(myfit[k][i], "R0E");
//fullySubtractedCorrCustomCentralitySideBandFit[k][i] = (TH2D*)fullySubtractedCorrCustomCentralitySideBand[k][i]->Clone("hfit");
fullySubtractedCorrCustomCentralitySideBandFit[k][i]->Eval(myfit[k][i]);
GaussIntegralParameter = calcScaleFactorforFit(myfit[k][i]->GetParameter(5));
cout << "Pt bin: " << k << " Cent Bin: " << i << " ProjectionNumber: " << GaussIntegralParameter << endl;
fitParameterFile2D << endl << "pt bin (3 is integrated): " << k << " Centrality Bin (0 - per, 1 - mid cent, 2 - cent): " << i << endl;
fitParameterFile2D << endl << "A0" << "\t\t" << "AD" << "\t\t" <<"AQ" << "\t\t" <<"Jet Amp A1" << "\t\t" << "SigEta" << "\t\t" <<"SigPhi" << "\t\t" << endl;
fitParameterFile2D << endl << myfit[k][i]->GetParameter(0) << "\t" << myfit[k][i]->GetParameter(1) << "\t"
<< myfit[k][i]->GetParameter(2) << "\t" << myfit[k][i]->GetParameter(3) << "\t"
<< myfit[k][i]->GetParameter(5) << "\t" << myfit[k][i]->GetParameter(4) << endl;
fitParameterFile2D << myfit[k][i]->GetParError(0) << "\t" << myfit[k][i]->GetParError(1) << "\t"
<< myfit[k][i]->GetParError(2) << "\t" << myfit[k][i]->GetParError(3) << "\t"
<< myfit[k][i]->GetParError(5) << "\t" << myfit[k][i]->GetParError(4) << endl;
fullySubtractedCorrCustomCentralitySideBandRes[k][i] = (TH2D*)fullySubtractedCorrCustomCentralitySideBand[k][i]->Clone("hres");
//resHistUS[i]->Add(fitHistUS[i], angCorrUS[i], 1, -1);
fullySubtractedCorrCustomCentralitySideBandRes[k][i]->Add(fullySubtractedCorrCustomCentralitySideBandFit[k][i], -1);
str1 = path + outputFolders[5] + outputFolders[8] + PtSubFolders[k] + fullySubtractedLabelCustomCentrality + bandSubtract[1] + PtBinLabel[k] + binLabelPt[k] + centralityBin[i] + fitLabel + fileType;
fullySubtractedCorrCustomCentralitySideBandFit[k][i]->Draw("SURF1");
c->SaveAs(str1);
fullySubtractedCorrCustomCentralitySideBandFit[k][i]->Write();
str1 = path + outputFolders[5] + outputFolders[8] + PtSubFolders[k] + fullySubtractedLabelCustomCentrality + bandSubtract[1] + PtBinLabel[k] + binLabelPt[k] + centralityBin[i] + resLabel + fileType;
fullySubtractedCorrCustomCentralitySideBandRes[k][i]->Draw("SURF1");
c->SaveAs(str1);
/////////////////////////////1d fitting///////////////////////////////////////////
fullySubtractedCorrCustomCentralitySideBandPhiProj[k][i]->Fit(myfit1D, "qR0E");
//fullySubtractedCorrCustomCentralitySideBandFitPhiProj[k][i] = (TH1D*)fullySubtractedCorrCustomCentralitySideBandPhiProj[k][i]->Clone("hfit");
//fullySubtractedCorrCustomCentralitySideBandFitPhiProj[k][i]->Eval(myfit1D);
fitParameterFile1D << endl << "pt bin (3 is integrated): " << k << " Centrality Bin (0 - per, 1 - mid cent, 2 - cent): " << i << endl;
fitParameterFile1D << endl << "A0" << "\t\t" << "AD" << "\t\t" <<"AQ" << endl; // "\t\t" << "Jet Amp A1" << "\t\t" << "SigPhi" << endl;
fitParameterFile1D << endl << myfit1D->GetParameter(0) << "\t" << myfit1D->GetParameter(1) << "\t" << myfit1D->GetParameter(2) << endl; //<< "\t" << myfit1D->GetParameter(3) << "\t" << myfit1D->GetParameter(5) << endl;
fitParameterFile1D << myfit1D->GetParError(0) << "\t" << myfit1D->GetParError(1) << "\t" << myfit1D->GetParError(2) << endl;//<< "\t" << myfit1D->GetParError(3) << "\t" << myfit1D->GetParError(5) << endl;
v2_2D = TMath::Sqrt(myfit[k][i]->GetParameter(2));
v2_2D_Error = v2_2D*(.5)*(myfit[k][i]->GetParError(2)/myfit[k][i]->GetParameter(2));
v2Array[k][i] = v2_2D;
v2ArrayStatError[k][i] = v2_2D_Error;
v2_1D = TMath::Sqrt(myfit1D->GetParameter(2));
v2_1D_Error = v2_2D*(.5)*(myfit1D->GetParError(2)/myfit1D->GetParameter(2));
fitParameterFile2D << "V2 = " << v2_2D << " +/- " << v2_2D_Error << endl;
fitParameterFile1D << "V2 = " << v2_1D << " +/- " << v2_1D_Error << endl;
fitProjection->SetParameter(0, myfit[k][i]->GetParameter(0));
fitProjection->SetParameter(1, myfit[k][i]->GetParameter(1));
fitProjection->SetParameter(2, myfit[k][i]->GetParameter(2));
fitProjection->SetParameter(3, myfit[k][i]->GetParameter(3));
fitProjection->SetParameter(5, myfit[k][i]->GetParameter(4));
fitProjection->SetParameter(4, GaussIntegralParameter);
quadrupole1->SetParameter(0, myfit[k][i]->GetParameter(2));
quadrupole2->SetParameter(0, myfit1D->GetParameter(2));
quadrupole3->SetParameter(0, fitProjection->GetParameter(2));
fitProjection->SetLineColor(2); //red
quadrupole1->SetLineColor(3); // Green, from 2D fit
quadrupole2->SetLineColor(4); //blue, from 1D fit
myfit1D->SetLineColor(7); // light blue
quadrupole3->SetLineColor(41);
fullySubtractedCorrCustomCentralitySideBandResPhiProj[k][i] = (TH1D*)fullySubtractedCorrCustomCentralitySideBandPhiProj[k][i]->Clone("hres");
//resHistUS[i]->Add(fitHistUS[i], angCorrUS[i], 1, -1);
fullySubtractedCorrCustomCentralitySideBandResPhiProj[k][i]->Add(myfit1D, -1);
str1 = path + outputFolders[5] + outputFolders[8] + PtSubFolders[k] + phiProj + fullySubtractedLabelCustomCentrality + bandSubtract[1] + PtBinLabel[k] + binLabelPt[k] + centralityBin[i] + fitLabel + fileType;
//fullySubtractedCorrCustomCentralitySideBandFitPhiProj[k][i]->Draw();
fullySubtractedCorrCustomCentralitySideBandPhiProj[k][i]->Draw("EX0");
fullySubtractedCorrCustomCentralitySideBandPhiProj[k][i]->SetMarkerStyle(20);
fitProjection->Draw("SAME");
quadrupole1->Draw("SAME");
quadrupole2->Draw("SAME");
//quadrupole3->Draw("SAME");
myfit1D->Draw("SAME");
c->SaveAs(str1);
str1 = path + outputFolders[5] + outputFolders[8] + PtSubFolders[k] + phiProj + fullySubtractedLabelCustomCentrality + bandSubtract[1] + PtBinLabel[k] + binLabelPt[k] + centralityBin[i] + resLabel + fileType;
fullySubtractedCorrCustomCentralitySideBandResPhiProj[k][i]->Draw();
c->SaveAs(str1);
}
}
fitParameterFile2D.close();
fitParameterFile1D.close();
//-----------------------------------------------------------------------------------------------------------------------------------------------------------------
//--------------------------------------Histogram formatting and output for talks----------------------------------------------------------------------------------
//-----------------------------------------------------------------------------------------------------------------------------------------------------------------
TCanvas *talkCanvas = new TCanvas("c3", "Histograms", 3700, 1700);
talkCanvas->Divide(3,2);
int padNumber = 1;
TString talkOutput = "Histograms_for_talk";
TString ptRanges[2] = {" 1 < p_{t} < 4 GeV ", " 4 < p_{t} < 20 GeV "};
TString centRanges[3] = {" 50-100% ", " 20-50% ", " 0-20% "};
double xValueforPave[3] = {1000, 2100, 3200};
double yValueforPave[2] = {300, 1150};
TString firstLine;
TString secondLine;
//PaveText *textBox = new TPaveText(
for(int k = 1; k < 3; k++){
for(int i = 0; i < 3; i++){
formatCorrHist(fullySubtractedCorrCustomCentralitySideBand[k][i]);
talkCanvas->cd(padNumber);
fullySubtractedCorrCustomCentralitySideBand[k][i]->SetStats(false);
fullySubtractedCorrCustomCentralitySideBand[k][i]->SetTitle();
//fullySubtractedCorrCustomCentralitySideBand[k][i]->GetYaxis()->SetTitleOffset(
fullySubtractedCorrCustomCentralitySideBand[k][i]->Draw("SURF1");
TPaveText *textBox = new TPaveText(0.8, 0.8, 1.0, 1.0, "NDC");
firstLine = ptRanges[k-1];
secondLine = centRanges[i];
textBox->AddText(firstLine.Data());
textBox->AddText(secondLine.Data());
textBox->Draw();
padNumber++;
}
}
str1 = path + talkOutput + fileType;
talkCanvas->SaveAs(str1);
//////////////////////////////////////////////////////////////////////////////
TCanvas *talkCanvas2 = new TCanvas("c3", "Histograms", 1200, 1700);
talkCanvas2->Divide(1,2);
int padNumber = 1;
TString talkOutput2 = "more_histograms_for_talk";
firstLine = ptRanges[0];
secondLine = centRanges[1];
talkCanvas2->cd(1);
oneDUSHistos[1][1]->SetStats(false);
oneDSubtractedInvMassHistosFunction[1][1]->SetStats(false);
oneDUSHistos[1][1]->SetTitle();
oneDSubtractedInvMassHistosFunction[1][1]->SetTitle();
oneDSubtractedInvMassHistosFunction[1][1]->GetXaxis()->SetTitleSize(.04);
oneDSubtractedInvMassHistosFunction[1][1]->GetYaxis()->SetTitleSize(.04);
oneDSubtractedInvMassHistosFunction[1][1]->GetXaxis()->SetTitleFont(62);
oneDSubtractedInvMassHistosFunction[1][1]->GetYaxis()->SetTitleFont(62);
oneDSubtractedInvMassHistosFunction[1][1]->SetLabelSize(.04, "X");
oneDSubtractedInvMassHistosFunction[1][1]->SetLabelSize(.04, "Y");
oneDSubtractedInvMassHistosFunction[1][1]->SetLabelFont(62, "X");
oneDSubtractedInvMassHistosFunction[1][1]->SetLabelFont(62, "Y");
oneDUSHistos[1][1]->GetXaxis()->SetTitleSize(.04);
oneDUSHistos[1][1]->GetYaxis()->SetTitleSize(.04);
oneDUSHistos[1][1]->GetXaxis()->SetTitleFont(62);
oneDUSHistos[1][1]->GetYaxis()->SetTitleFont(62);
oneDUSHistos[1][1]->SetLabelSize(.04, "X");
oneDUSHistos[1][1]->SetLabelSize(.04, "Y");
oneDUSHistos[1][1]->SetLabelFont(62, "X");
oneDUSHistos[1][1]->SetLabelFont(62, "Y");
oneDUSHistos[1][1]->Draw();
TPaveText *textBox2 = new TPaveText(0.8, 0.8, 1.0, 1.0, "NDC");
textBox2->AddText(firstLine.Data());
textBox2->AddText(secondLine.Data());
textBox2->Draw();
talkCanvas2->cd(2);
oneDSubtractedInvMassHistosFunction[1][1]->Draw();
TPaveText *textBox3 = new TPaveText(0.8, 0.8, 1.0, 1.0, "NDC");
textBox3->AddText(firstLine.Data());
textBox3->AddText(secondLine.Data());
textBox3->Draw();
str1 = path + talkOutput2 + fileType;
talkCanvas2->SaveAs(str1);
//////////////////////////////////////////////////////////////////////////////
TString talkOutput3 = "more_more_output_histograms";
TCanvas *talkCanvas3 = new TCanvas("c3", "Histograms", 3700, 850);
talkCanvas3->Divide(3,1);
formatCorrHist(fullySubtractedCorrCustomCentralitySideBandFit[2][1]);
formatCorrHist(fullySubtractedCorrCustomCentralitySideBandRes[2][1]);
talkCanvas3->cd(1);
fullySubtractedCorrCustomCentralitySideBand[2][1]->SetStats(false);
fullySubtractedCorrCustomCentralitySideBand[2][1]->SetTitle();
fullySubtractedCorrCustomCentralitySideBand[2][1]->Draw("SURF1");
TPaveText *textBox4 = new TPaveText(0.8, 0.8, 1.0, 1.0, "NDC");
firstLine = ptRanges[1];
secondLine = centRanges[1];
textBox4->AddText(firstLine.Data());
textBox4->AddText(secondLine.Data());
textBox4->Draw();
talkCanvas3->cd(2);
fullySubtractedCorrCustomCentralitySideBandFit[2][1]->SetStats(false);
fullySubtractedCorrCustomCentralitySideBandFit[2][1]->SetTitle();
fullySubtractedCorrCustomCentralitySideBandFit[2][1]->Draw("SURF1");
TPaveText *textBox5 = new TPaveText(0.8, 0.8, 1.0, 1.0, "NDC");
firstLine = ptRanges[1];
secondLine = centRanges[1];
textBox5->AddText(firstLine.Data());
textBox5->AddText(secondLine.Data());
textBox5->Draw();
talkCanvas3->cd(3);
fullySubtractedCorrCustomCentralitySideBandRes[2][1]->SetStats(false);
fullySubtractedCorrCustomCentralitySideBandRes[2][1]->SetTitle();
fullySubtractedCorrCustomCentralitySideBandRes[2][1]->SetAxisRange(-.02,.1,"Z");
//fullySubtractedCorrCustomCentralitySideBandRes[1][1]->SetMinimum(-.02)
fullySubtractedCorrCustomCentralitySideBandRes[2][1]->Draw("SURF1");
TPaveText *textBox6 = new TPaveText(0.8, 0.8, 1.0, 1.0, "NDC");
firstLine = ptRanges[1];
secondLine = centRanges[1];
textBox6->AddText(firstLine.Data());
textBox6->AddText(secondLine.Data());
textBox6->Draw();
str1 = path + talkOutput3 + fileType;
talkCanvas3->SaveAs(str1);
//////////////////////////////////////////////////////--------------------------------------------------------
TString talkOutput4 = "more_more_more_output_histograms";
TCanvas *talkCanvas4 = new TCanvas("c3", "Histograms", 1300, 850);
TF1 *offset = new TF1("offset" , "[0]", -1.57, 4.71);
TF1 *offsetPlusDipole = new TF1("offset+dipole", "[0]+[1]*cos(x)", -1.57, 4.71);
TF1 *offsetPlusDipolePlusQuad = new TF1("offset+dipole+quad", "[0]+[1]*cos(x)+2*[2]*cos(2*x)", -1.57, 4.71);
TF1 *offsetPlusQuad = new TF1("offsetquad", "[0]+2*[1]*cos(2*x)", -1.57, 4.71);
TF1 *dipole = new TF1("dipole", "[0]*cos(x)", -1.57, 4.71);
//TF1 *offsetPlusDipole = new TF1("offset+dipole", "[0]+[1]*cos(x)", -1.57, 4.71);
phiProjSyst = new TH1D("", "", NUM_PHI_BINS, -TMath::PiOver2(), 3*TMath::PiOver2());
//USE QUADRUPOLE 3
//TF1 *gaussian = new TF1("
fullySubtractedCorrCustomCentralitySideBandPhiProj[1][1]->SetStats(false);
//fullySubtractedCorrCustomCentralitySideBandPhiProjFit[1][1]->SetStats(false);
fullySubtractedCorrCustomCentralitySideBandPhiProj[1][1]->GetXaxis()->SetTitle("#Delta#phi");
fullySubtractedCorrCustomCentralitySideBandPhiProj[1][1]->GetXaxis()->CenterTitle();
fullySubtractedCorrCustomCentralitySideBandPhiProj[1][1]->GetXaxis()->SetTitleOffset(1.3);
fullySubtractedCorrCustomCentralitySideBandPhiProj[1][1]->GetYaxis()->SetTitle("#frac{#Delta#rho}{#rho_{ref}}");
fullySubtractedCorrCustomCentralitySideBandPhiProj[1][1]->GetYaxis()->SetTitleOffset(1.5);
fullySubtractedCorrCustomCentralitySideBandPhiProj[1][1]->SetTitle();
double phiValue[12];
double corrValue[12];
double ePhi[12] = {0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0};
double eCorrSyst[12] = {0.000694801, 0.000293818, 0.000769675, 0.000769675, 0.000293818, 0.000694801,
0.000758256, 0.000476921, 0.000569372, 0.000569372, 0.000476921, 0.000758256};
for( int i = 1; i < NUM_PHI_BINS+1; i++){
phiValue[i-1] = fullySubtractedCorrCustomCentralitySideBandPhiProj[1][1]->GetBinCenter(i);
corrValue[i-1] = fullySubtractedCorrCustomCentralitySideBandPhiProj[1][1]->GetBinContent(i);
}
TGraphErrors *PhiDataSyst = new TGraphErrors(12, phiValue, corrValue, ePhi, eCorrSyst);
//PhiDataSyst->SetMarkerColor(16);
//PhiDataSyst->SetMarkerStyle(21);
// PhiDataSyst->SetMarkerSize(1.1);
PhiDataSyst->SetLineColor(1);
//PhiDataSyst->SetLineWidth(3);
fullySubtractedCorrCustomCentralitySideBandPhiProj[1][1]->Draw("EX0");
fullySubtractedCorrCustomCentralitySideBandPhiProj[1][1]->SetMarkerStyle(20);
PhiDataSyst->Draw("[] SAME");
fullySubtractedCorrCustomCentralitySideBandPhiProj[1][1]->Fit(myfit1D, "qR0E");
fullySubtractedCorrCustomCentralitySideBand[1][1]->Fit(myfit[1][1], "qR0E");
GaussIntegralParameter = calcScaleFactorforFit(myfit[k][i]->GetParameter(5));
fitProjection->SetParameter(0, myfit[1][1]->GetParameter(0));
fitProjection->SetParameter(1, myfit[1][1]->GetParameter(1));
fitProjection->SetParameter(2, myfit[1][1]->GetParameter(2));
fitProjection->SetParameter(3, myfit[1][1]->GetParameter(3));
fitProjection->SetParameter(5, myfit[1][1]->GetParameter(4));
fitProjection->SetParameter(4, GaussIntegralParameter);
offset->SetParameter(0, myfit[1][1]->GetParameter(0));
offsetPlusDipole->SetParameter(0, myfit[1][1]->GetParameter(0));
offsetPlusDipole->SetParameter(1, myfit[1][1]->GetParameter(1));
offsetPlusDipolePlusQuad->SetParameter(0, myfit[1][1]->GetParameter(0));
offsetPlusDipolePlusQuad->SetParameter(1, myfit[1][1]->GetParameter(1));
offsetPlusDipolePlusQuad->SetParameter(2, myfit[1][1]->GetParameter(2));
offsetPlusQuad->SetParameter(0, myfit[1][1]->GetParameter(0));
offsetPlusQuad->SetParameter(1, myfit[1][1]->GetParameter(2));
dipole->SetParameter(0, myfit[1][1]->GetParameter(1));
quadrupole3->SetParameter(0, myfit[1][1]->GetParameter(2));
//quadrupole3->SetParameter(0, myfit[k][i]->GetParameter(2));
dipole->SetLineColor(4); //blue
//offsetPlusDipole->SetLineColor(3); //green
//offsetPlusDipolePlusQuad->SetLineColor(2); //red
quadrupole3->SetLineColor(2);
quadrupole3->SetLineWidth(2);
fitProjection->SetLineColor(7); //cyan
dipole->Draw("SAME");
//offsetPlusDipole->Draw("SAME");
quadrupole3->Draw("SAME");
fitProjection->Draw("SAME");
TPaveText *textBox7 = new TPaveText(0.8, 0.8, 1.0, 1.0, "NDC");
firstLine = ptRanges[0];
secondLine = centRanges[1];
textBox7->AddText(firstLine.Data());
textBox7->AddText(secondLine.Data());
textBox7->Draw();
str1 = path + talkOutput4 + fileType;
talkCanvas4->SaveAs(str1);
//------------------------------------------------------v2 plots-----------------------------------------------
TCanvas *v2Canvas = new TCanvas("c3", "Histograms", 1100, 850);
TString v2 = "v2";
TH1D *v2Histogram = new TH1D("V_{2} 20-50%","V_{2} 20-50%", 10, 0, 9);
v2Histogram->SetBinContent(1, v2Array[0][1]);
v2Histogram->SetBinContent(3, v2Array[1][1]);
v2Histogram->SetBinContent(5, v2Array[2][1]);
v2Histogram->SetBinError(1, v2ArrayStatError[0][1]);
v2Histogram->SetBinError(3, v2ArrayStatError[1][1]);
v2Histogram->SetBinError(5, v2ArrayStatError[2][1]);
str1 = path + v2 + fileType;
v2Histogram->Draw("E");
v2Canvas->SaveAs(str1);
TString christinaCheck = "check";
TString christinaCheck1 = "check1";
TString christinaCheck2 = "check2";
double mixedIntegralSBL;
double mixedIntegralSBR;
double mixedIntegralAVG;
double siblingIntegral;
double mixedIntegralUS;
TCanvas *mixCheck = new TCanvas("c3", "Histograms", 3700, 850);
mixCheck->Divide(3,1);
TH2D *mixingCheck = new TH2D("mixing check", "mixing check", NUM_ETA_BINS, -2, 2, NUM_PHI_BINS, -TMath::PiOver2(), 3*TMath::PiOver2());
TH2D *mixingCheckSBL = new TH2D("SBL", "SBL", NUM_ETA_BINS, -2, 2, NUM_PHI_BINS, -TMath::PiOver2(), 3*TMath::PiOver2());
TH2D *mixingCheckSBR = new TH2D("SBR", "SBR", NUM_ETA_BINS, -2, 2, NUM_PHI_BINS, -TMath::PiOver2(), 3*TMath::PiOver2());
TH2D *mixingCheckAVG = new TH2D("avg1", "avg1", NUM_ETA_BINS, -2, 2, NUM_PHI_BINS, -TMath::PiOver2(), 3*TMath::PiOver2());
TH2D *SBAVG = new TH2D("avg", "avg", NUM_ETA_BINS, -2, 2, NUM_PHI_BINS, -TMath::PiOver2(), 3*TMath::PiOver2());
// band pt vz multiplcity
// left int 5 10
//siblingIntegral = sibCorrBin[0][3][5][10]->Integral(1, NUM_ETA_BINS, 1, NUM_PHI_BINS);
mixedIntegralSBL = mixCorrBin[0][3][5][10]->Integral(1, NUM_ETA_BINS, 1, NUM_PHI_BINS);
mixedIntegralSBR = mixCorrBin[2][3][5][10]->Integral(1, NUM_ETA_BINS, 1, NUM_PHI_BINS);
mixedIntegralUS = mixCorrBin[1][3][5][10]->Integral(1, NUM_ETA_BINS, 1, NUM_PHI_BINS);
SBAVG->Add(mixCorrBin[0][3][5][10], mixCorrBin[2][3][5][10], .5, .5);
mixedIntegralAVG = SBAVG->Integral(1, NUM_ETA_BINS, 1, NUM_PHI_BINS);
//sibCorrBin[0][3][5][10]->Scale(1/siblingIntegral);
mixCorrBin[0][3][5][10]->Scale(1/mixedIntegralSBL);
mixCorrBin[2][3][5][10]->Scale(1/mixedIntegralSBR);
SBAVG->Scale(1/mixedIntegralAVG);
mixCorrBin[1][3][5][10]->Scale(1/mixedIntegralUS);
// mixingCheck->Divide(sibCorrBin[0][3][5][10], mixCorrBin[0][3][5][10], 1, 1);
// mixingCheck->Draw("SURF1");
mixingCheckSBL->Divide(mixCorrBin[0][3][5][10], mixCorrBin[1][3][5][10], 1, 1);
mixingCheckSBR->Divide(mixCorrBin[2][3][5][10], mixCorrBin[1][3][5][10], 1, 1);
mixingCheckAVG->Divide(SBAVG, mixCorrBin[1][3][5][10], 1, 1);
mixCheck->cd(1);
mixingCheckSBL->Draw("SURF1");
mixCheck->cd(2);
mixingCheckSBR->Draw("SURF1");
mixCheck->cd(3);
mixingCheckAVG->Draw("SURF1");
str1 = path + christinaCheck + fileType;
mixCheck->SaveAs(str1);
file->Close();
output->Close();
}
}