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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.35 by buchmann, Mon Jul 9 16:26:00 2012 UTC vs.
Revision 1.44 by buchmann, Tue Jul 31 07:13:06 2012 UTC

#	Line 33 | Line 33 | void todo() {
33
34
35
36	<	void find_one_peak_combination(TCut specialcut, float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &DataSigma, stringstream &result, bool doPUreweighting = true, string saveas="")
36	>	void find_one_peak_combination(TCut specialcut, float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &MCSigmaError, float &DataSigma, float& DataSigmaError, stringstream &result, bool doPUreweighting = true, string saveas="")
37		{
38		// Temporarily switch off PU reweighting, if asked
39		TCut weightbackup=cutWeight;
#	Line 52 | Line 52 | void find_one_peak_combination(TCut spec
52		if(method==doKM) {
53		//we only need this histo for the KM fitting...
54		rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
55	<	MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method,saveas);
56	<	DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method,saveas);
55	>	MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
56	>	DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
57		delete rawttbarjzbeemmMC;
58		}
59		else {
#	Line 62 | Line 62 | void find_one_peak_combination(TCut spec
62		reducedMC->Add(rawJZBemMC,-1);
63		reducedData->Add(rawJZBemData,-1);
64		//this is Kostas' way of doing it - we subtract em to get rid of some of the ttbar contribution (in reality, of flavor-symmetric contribution)
65	<	MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method,saveas);
66	<	DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method,saveas);
65	>	MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
66	>	DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
67		delete reducedMC;
68		delete reducedData;
69		}
#	Line 73 | Line 73 | void find_one_peak_combination(TCut spec
73
74		//  MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
75		//  DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
76	<	dout   << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
77	<	result << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
78	<	dout   << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
79	<	result << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
76	>	dout   << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
77	>	result << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
78	>	dout   << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
79	>	result << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
80		delete rawJZBeemmData;
81		delete rawJZBeemmMC;
82		delete rawJZBemData;
#	Line 98 | Line 98 | void find_peaks(float &MCPeak,float &MCP
98		float datammpeak,dataeepeak;
99		float datammpeakerr,dataeepeakerr;
100
101	<	float mcSigma, dataSigma;
101	>	float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
102
103		dout << "Finding global peak : " << endl;
104	<	find_one_peak_combination(TCut(""),mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma, dataSigma,result,doPUreweighting,"");
104	>	find_one_peak_combination(TCut(""),mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
105
106		if(DoInvidualeemmPeaks) {
107		dout << "Finding peak for electrons : " << endl;
108	<	find_one_peak_combination(TCut("id1==0"),mceepeak,mceepeakerr, dataeepeak,dataeepeakerr,mcSigma, dataSigma,result,doPUreweighting,"_ele");
108	>	find_one_peak_combination(TCut("id1==0"),mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
109		dout << "Finding peak for muons : " << endl;
110	<	find_one_peak_combination(TCut("id1==1"),mcmmpeak,mcmmpeakerr, datammpeak,datammpeakerr,mcSigma, dataSigma,result,doPUreweighting,"_mu");
110	>	find_one_peak_combination(TCut("id1==1"),mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
111
112		datajzb << "(" << jzbvariabledata;
113		mcjzb << "(" << jzbvariablemc;
#	Line 147 | Line 147 | void find_peaks(float &MCPeak,float &MCP
147
148		mcjzb << ")";
149		}
150	<
150	>
151
152		}
153
154	<	void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold) {
154	>	void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
155		float min=70.0;
156		float max=115.0;
157		if(!PlottingSetup::RestrictToMassPeak) {
158		min=20;
159	<	max=200;
159	>	max=300;
160		}
161	<	int nbins=int((max-min)/5);
161	>	int nbins=int((max-min)/binWidth);
162
163		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
164
#	Line 195 | Line 195 | void make_special_obs_pred_mll_plot(stri
195		LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,data, luminosity);
196		}
197
198	<	TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
199	<	if(PlottingSetup::RestrictToMassPeak) {
200	<	Bpred->Add(RcorrJZBem,1.0/3.);
201	<	Bpred->Add(LcorrJZBem,-1.0/3.);
202	<	Bpred->Add(RcorrJZBSBem,1.0/3.);
203	<	Bpred->Add(LcorrJZBSBem,-1.0/3.);
204	<	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
205	<	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
206	<	} else {
207	<	Bpred->Add(RcorrJZBem,1.0);
208	<	Bpred->Add(LcorrJZBem,-1.0);
209	<	}
210	<
198	>	// Separate predictions
199	>	TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
200	>	TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
201	>	TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
202	>	if(PlottingSetup::RestrictToMassPeak) {
203	>	OFP->Scale(1.0/3.0);
204	>	OFP->Add(RcorrJZBSBem,1.0/3.);
205	>	OFP->Add(RcorrJZBSBeemm,1.0/3.);
206	>	OFN->Scale(1.0/3.0);
207	>	OFN->Add(LcorrJZBSBem,1.0/3.);
208	>	OFN->Add(LcorrJZBSBeemm,1.0/3.);
209	>	}
210	>
211	>	TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
212	>	Bpred->Add(OFP);
213	>	Bpred->Add(OFN,-1);
214		Bpred->SetLineColor(kRed);
215
216	+	RcorrJZBeemm->SetTitleOffset(1.3,"y");
217		RcorrJZBeemm->Draw();
218		mcRcorrJZBeemm.Draw("same");
219		Bpred->Draw("histo,same");
#	Line 225 | Line 229 | void make_special_obs_pred_mll_plot(stri
229		saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
230		CompleteSave(ckin,saveas.str());
231
232	<
232	>	// Draw all predictions overlayed
233	>	unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
234	>	SFN->SetLineColor(kGreen+2);
235	>	SFN->SetLineStyle(2);
236	>	SFN->SetLineWidth(w);
237	>	OFP->SetLineColor(kBlue+2);
238	>	OFP->SetLineStyle(2);
239	>	OFP->SetLineWidth(w);
240	>	OFN->SetLineColor(kMagenta+2);
241	>	OFN->SetLineStyle(3);
242	>	OFN->SetLineWidth(w);
243
244		RcorrJZBeemm->Draw();
245	+	SFN->Draw("histo,same");
246	+	OFP->Draw("histo,same");
247	+	OFN->Draw("histo,same");
248		Bpred->Draw("histo,same");
249		RcorrJZBeemm->Draw("same");
250
251	<	TLegend *leg2 = make_legend();
252	<	leg2->SetX1(0.58);
236	<	leg2->AddEntry(RcorrJZBeemm,"observed (data)","l");
251	>	TLegend *leg2 = make_legend("",0.52,0.7);
252	>	leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
253		leg2->AddEntry(Bpred,"predicted (data)","l");
254	+	leg2->AddEntry(SFN,  "  SF JZB<0","l");
255	+	leg2->AddEntry(OFN,  "  OF JZB<0","l");
256	+	leg2->AddEntry(OFP,  "  OF JZB>0","l");
257		leg2->Draw("same");
258
259		saveas.str("");
#	Line 398 | Line 417 | void make_kin_plot(string variable, stri
417		ckin->SetLogy(logscale);
418		TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
419		datahisto->SetMarkerSize(DataMarkerSize);
420	<	THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
420	>	if ( !logscale ) datahisto->SetMinimum(0); // Defaults
421	>	else datahisto->SetMinimum(0.5);
422	>	// Custom max.
423	>	if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
424		if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
425		if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
426		if(filename=="mll_inclusive"||filename=="mll_inclusive_mm"||filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
427		if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
428		if(filename=="mll_osof") datahisto->SetMinimum(9);
429	<	datahisto->SetMaximum(5.3*datahisto->GetMaximum());
430	<	datahisto->Draw("e1");
431	<	ckin->Update();
429	>	if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
430	>	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
431	>
432		if(loadlastminmax) {
433		datahisto->SetMinimum(lastrange_min);
434		datahisto->SetMaximum(lastrange_max);
#	Line 416 | Line 438 | void make_kin_plot(string variable, stri
438		}
439		}
440
441	+	// Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
442	+	string signal("LM3");
443	+	TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
444	+	int idx = signalsamples.FindSample(signal)[0];
445	+	(signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
446	+	signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
447	+	signalhisto->SetLineColor(kOrange);
448	+
449	+	THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
450	+	datahisto->Draw("e1");
451	+	ckin->Update();
452		mcstack.Draw("same");
453	+
454		datahisto->Draw("same,e1");
455		TLegend *kinleg = allsamples.allbglegend();
456		kinleg->Draw();
#	Line 459 | Line 493 | void make_kin_plot(string variable, stri
493		kinpad->SetLogy(logscale);
494		datahisto->Draw("e1");
495		mcstack.Draw("same");
496	+	signalhisto->Draw("same");
497		datahisto->Draw("same,e1");
498		datahisto->Draw("same,axis");
499		if(RestrictToMassPeak&&draw_separation_lines) {
#	Line 466 | Line 501 | void make_kin_plot(string variable, stri
501		upperboundary->Draw("same");
502		}
503
504	+	kinleg->AddEntry("signalhisto",signal.c_str(),"l");
505		kinleg->Draw();
506		write_cut->Draw();
507		DrawPrelim();
#	Line 483 | Line 519 | void make_kin_plot(string variable, stri
519		delete ckin;
520		}
521
522	<	void make_JES_plot() {
522	>	void make_JES_plot(TCut cut, string name) {
523
524		int nbins=10;
525		float min=-0.5;
526		float max = 9.5;
527		bool logscale=true;
528		string xlabel="nJets";
493	–	TCut cut=cutmass&&cutOSSF&&basiccut;
529
530		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
531		ckin->SetLogy(logscale);
532	<	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
532	>	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
533		datahisto->SetMarkerSize(DataMarkerSize);
534	<	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
535	<	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNump1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
536	<	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNumn1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
534	>	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
535	>	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
536	>	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
537
538		datahisto->SetMinimum(1);
539		datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
#	Line 523 | Line 558 | void make_JES_plot() {
558		TLegend *kinleg = allsamples.allbglegend();
559		kinleg->AddEntry(JESunc,"JES uncertainty","f");
560		kinleg->Draw();
561	<	CompleteSave(ckin,"Systematics/JES");
561	>	CompleteSave(ckin,"Systematics/JES"+name);
562		datahisto->Delete();
563		delete ckin;
564
#	Line 538 | Line 573 | void do_kinematic_plots(string mcjzb, st
573		float mll_hi=160;
574		if(!PlottingSetup::RestrictToMassPeak) {
575		mll_low=20;
576	<	mll_hi=210;
576	>	mll_hi=300;
577		}
578	<
579	<	make_kin_plot("met[4]","",40,0,200,dolog,"MET [GeV]","met",doPF,true);
578	>
579	>	make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
580	>
581		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
582		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
583		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
584		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
585	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
586	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
587	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
588	<	make_kin_plot("mll","",(int)((mll_hi-mll_low))/2,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
589	<	make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
590	<	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
591	<	//  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
592	<	//  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
593	<	make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
594	<	make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
559	<	make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
560	<	make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
561	<	make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
585	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
586	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
587	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
588	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
589	>	make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
590	>	if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
591	>
592	>	make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
593	>	make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
594	>
595		make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets",doPF);
596		make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
597		make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
598	<	if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
598	>
599	>	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
600	>	//  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
601	>	//  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
602	>	make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
603	>	make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
604	>	make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
605	>	make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
606	>	make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
607		stringstream jzbcut;
608		jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
609		make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
#	Line 581 | Line 622 | void do_kinematic_plots(string mcjzb, st
622		make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB50",doPF,true,true);
623		make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB50",doPF,true);
624		make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB50",doPF,true);
625	<
626	<
625	>
626	>	make_kin_plot("mll","met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV] (MET>100GeV)","mll_met100",doPF,true);
627	>
628		make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
629		make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
630	+	make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
631		make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
632	<	make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
633	<	make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
634	<	make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
635	<
636	<	make_JES_plot();
632	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
633	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
634	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
635	>
636	>	make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
637	>	make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
638	>
639	>
640		}
641
642		void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
643		int nbins, float xmin, float xmax, bool log,
644		float ymin=0, float ymax=0, bool leftJustified=false ) {
645	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
645	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
646
647		TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
648		if(weightbackup==TCut("1.0")||weightbackup==TCut("1")) write_warning(__FUNCTION__,"WATCH OUT THE WEIGHT HAS POSSIBLY NOT BEEN RESET!!!! PLEASE CHANGE LINE "+any2string(__LINE__));
649	<	if(var=="numVtx") cutWeight=TCut("1.0");
649	>	//if(var=="numVtx") cutWeight=TCut("1.0");
650		TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
651		TCut jzbMC[]  = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
652
#	Line 624 | Line 670 | void make_comp_plot( string var, string
670		TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
671		ccomp->SetLogy(log);
672		TH1F *datahisto = allsamples.Draw("datahisto",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
673	<	TH1F *lm4histo = signalsamples.Draw("lm4histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM"));
673	>	TH1F *lm3histo  = signalsamples.Draw("lm3histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
674		THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],  mc,  luminosity);
675		datahisto->SetMarkerSize(DataMarkerSize);
676		if (ymax>ymin) datahisto->SetMaximum(ymax);
677	<	lm4histo->SetLineStyle(2);
677	>	lm3histo->SetLineStyle(2);
678		datahisto->Draw("e1");
679		mcstack.Draw("same");
680		datahisto->Draw("same,e1");
681	<	//      lm4histo->Draw("hist,same");
681	>	lm3histo->Draw("hist,same");
682		TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
683		if ( leftJustified ) {
684		Float_t w = kinleg->GetX2()-kinleg->GetX1();
685		kinleg->SetX1(0.2);
686		kinleg->SetX2(0.2+w);
687		}
688	<	//      kinleg->AddEntry(lm4histo,"LM4","l");
688	>	kinleg->AddEntry(lm3histo,"LM3","l");
689		kinleg->Draw();
690		TText* write_variable = write_text(0.99,0.01,var);
691		write_variable->SetTextAlign(31);
#	Line 648 | Line 694 | void make_comp_plot( string var, string
694		CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
695		delete datahisto;
696		delete ccomp;
697	<	delete lm4histo;
697	>	delete lm3histo;
698		}
699		cutWeight=weightbackup;
700		}
#	Line 666 | Line 712 | void region_comparison_plots(string mcjz
712		float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
713		float mll_low=50;float mll_high=170;
714		if(!PlottingSetup::RestrictToMassPeak) {
715	<	mll_high=200;
716	<	mll_low=50;
715	>	mll_high=300;
716	>	mll_low=20;
717		}
718	<	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
718	>	make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
719	>	make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
720	>
721	>	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
722		make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
723	<	make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
723	>	make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
724	>	make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
725		make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
726	<	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
726	>	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
727		make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
728		make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
729	+	make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
730	+	make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
731		}
732
733		switch_overunderflow(false); // switching overflow/underflow bins off
#	Line 1278 | Line 1330 | void do_prediction_plot(string jzb, TCan
1330		string ytitle("ratio");
1331		if ( use_data==1 ) ytitle = "data/pred";
1332		//save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1333	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,true,ytitle,BpredSys);//not extending the y range anymore up to 4
1333	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
1334
1335
1336		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
#	Line 1722 | Line 1774 | void draw_pure_jzb_histo(TCut cut,string
1774		datahisto->Draw("same,e1");
1775
1776		TLegend *leg;
1777	<	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1778	<	else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1779	<	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1780	<	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1781	<	else {
1782	<	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1783	<	exit(-1);
1784	<	}
1777	>	if (!PlottingSetup::RestrictToMassPeak) {
1778	>	if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
1779	>	else leg = allsamples.allbglegend("Same flavor",datahisto);
1780	>	} else {
1781	>	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1782	>	else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1783	>	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1784	>	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1785	>	else {
1786	>	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1787	>	exit(-1);
1788	>	}
1789	>	}
1790		leg->Draw();
1791		string write_cut = decipher_cut(cut,"");
1792		TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
#	Line 1889 | Line 1946 | void jzb_plots(string mcjzb, string data
1946		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1947		if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
1948		if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
1892	–
1949		draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm",can,binning);
1950		draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm_coarse",can,coarse_binning);
1951	+	draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm_coarsest",can,coarsest_binning);
1952
1953		}
1954
#	Line 2243 | Line 2300 | float find_one_correction_factor(string
2300		TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2301		cancorr->SetLogz();
2302		cancorr->SetRightMargin(0.13);
2303	<	TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)"&&SpecialCut&&passtrig);
2303	>	TCut zptforresponsepresentation(cutmass&&SpecialCut&&passtrig);
2304	>
2305		if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2306		TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2307	+	niceresponseplotd->Sumw2();
2308	+	TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
2309		vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2310		for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2311		if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2312		if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2313
2314		dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2315	<	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",zptforresponsepresentation*cutWeight);
2315	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
2316	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
2317		}
2318	<
2318	>	niceresponseplotd->Add(emuResponse,-1);
2319	>
2320		niceresponseplotd->SetStats(0);
2321		niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2322		niceresponseplotd->GetYaxis()->SetTitle("Response");
#	Line 2262 | Line 2324 | float find_one_correction_factor(string
2324		niceresponseplotd->GetYaxis()->CenterTitle();
2325		niceresponseplotd->Draw("COLZ");
2326		TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2327	+	profd->Rebin(2);
2328		profd->SetMarkerSize(DataMarkerSize);
2329		profd->Fit("pol0","","same,e1",100,400);
2330		DrawPrelim();
#	Line 2281 | Line 2344 | float find_one_correction_factor(string
2344		CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2345		delete cancorr;
2346		delete niceresponseplotd;
2347	+	delete profd;
2348		return correction;
2349		}
2350
#	Line 2440 | Line 2504 | void ttbar_sidebands_comparison(string m
2504
2505
2506		if(!doPURW) {
2507	+	dout << "Not doing PU reweighting for ttbar closure test" << endl;
2508		cutWeight="1.0";
2509		// Do it without PU re-weighting
2510		float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
#	Line 2449 | Line 2514 | void ttbar_sidebands_comparison(string m
2514
2515		stringstream mcjzbnoPU;
2516		find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2517	<	if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
2453	<	else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
2454	<	dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzbnoPU.str() << endl;
2455	<
2456	<	mcjzb = mcjzbnoPU.str();
2457	<
2517	>	mcjzb = noPUmcjzb.str();
2518		}
2519
2520	<
2461	<
2462	<
2463	<
2464	<
2520	>
2521		float simulatedlumi = luminosity; //in pb please - adjust to your likings
2522
2523	<	TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2523	>	TH1F *TZem  = systsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2524		TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2525		TH1F *TSem;
2526		TH1F *nTSem;
2527	<	TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2527	>	TH1F *TZeemm  = systsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2528		TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2529		TH1F *TSeemm;
2530		TH1F *nTSeemm;
2531
2532		if(PlottingSetup::RestrictToMassPeak) {
2533	<	TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2534	<	nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2535	<	TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2533	>	TSem    = systsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2534	>	nTSem   = systsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2535	>	TSeemm  = systsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2536		nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2537		}
2538
2539		TCanvas *tcan = new TCanvas("tcan","tcan");
2484	–
2540		tcan->SetLogy(1);
2541
2542		TZeemm->SetLineColor(kBlack);
#	Line 2510 | Line 2565 | void ttbar_sidebands_comparison(string m
2565		histos.push_back(TSem);
2566		histos.push_back(TSeemm);
2567		}
2568	<	draw_all_ttbar_histos(tcan,histos,"histo",0.04);
2568	>	draw_all_ttbar_histos(tcan,histos,"histo",1);
2569
2570		TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
2571		leg->AddEntry(TZeemm,"SFZP","l");
#	Line 2538 | Line 2593 | void ttbar_sidebands_comparison(string m
2593		TSeemm->Divide(TZeemm);
2594		TSem->SetMarkerStyle(24);
2595		TSeemm->SetMarkerStyle(32);
2596	<	}
2596	>	}
2597
2598		tcan->SetLogy(0);
2599		TZem->GetYaxis()->SetRangeUser(0,2.5);
#	Line 2587 | Line 2642 | void ttbar_sidebands_comparison(string m
2642		DrawMCPrelim(simulatedlumi);
2643		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
2644
2645	+	if (0) { // Turn this off: we don't need this
2646
2647	<	///-------------- second part: only look at the quantity we actually care about!
2648	<	TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2649	<	TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2650	<	rightsfzp->Add(leftsfzp,-1);
2651	<	TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2652	<	TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2653	<	rightofzp->Add(leftofzp,-1);
2654	<	TH1F *leftofsb;
2655	<	TH1F *rightofsb;
2656	<	TH1F *leftsfsb;
2657	<	TH1F *rightsfsb;
2658	<	if(PlottingSetup::RestrictToMassPeak) {
2659	<	leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2660	<	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2661	<	rightofsb->Add(leftofsb,-1);
2662	<	leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2663	<	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2664	<	rightsfsb->Add(leftsfsb,-1);
2665	<	}
2647	>	///-------------- second part: only look at the quantity we actually care about!
2648	>	TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2649	>	TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2650	>	rightsfzp->Add(leftsfzp,-1);
2651	>	TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2652	>	TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2653	>	rightofzp->Add(leftofzp,-1);
2654	>	TH1F *leftofsb;
2655	>	TH1F *rightofsb;
2656	>	TH1F *leftsfsb;
2657	>	TH1F *rightsfsb;
2658	>	if(PlottingSetup::RestrictToMassPeak) {
2659	>	leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2660	>	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2661	>	rightofsb->Add(leftofsb,-1);
2662	>	leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2663	>	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2664	>	rightsfsb->Add(leftsfsb,-1);
2665	>	}
2666
2667	<	tcan->SetLogy(1);
2668	<	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2669	<	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2670	<	rightsfzp->Draw("histo");
2671	<	rightofzp->Draw("histo,same");
2672	<	if(PlottingSetup::RestrictToMassPeak) {
2673	<	rightofsb->Draw("histo,same");
2674	<	rightsfsb->Draw("histo,same");
2675	<	}
2676	<	DrawMCPrelim(simulatedlumi);
2667	>	tcan->SetLogy(1);
2668	>	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2669	>	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2670	>	rightsfzp->Draw("histo");
2671	>	rightofzp->Draw("histo,same");
2672	>	if(PlottingSetup::RestrictToMassPeak) {
2673	>	rightofsb->Draw("histo,same");
2674	>	rightsfsb->Draw("histo,same");
2675	>	}
2676	>	DrawMCPrelim(simulatedlumi);
2677
2678	<	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2679	<	legA->AddEntry(rightsfzp,"SFZP","l");
2680	<	legA->AddEntry(rightofzp,"OFZP","l");
2681	<	if(PlottingSetup::RestrictToMassPeak) {
2682	<	legA->AddEntry(rightofsb,"SFSB","l");
2683	<	legA->AddEntry(rightsfsb,"OFSB","l");
2684	<	}
2685	<	legA->Draw();
2678	>	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2679	>	legA->AddEntry(rightsfzp,"SFZP","l");
2680	>	legA->AddEntry(rightofzp,"OFZP","l");
2681	>	if(PlottingSetup::RestrictToMassPeak) {
2682	>	legA->AddEntry(rightofsb,"SFSB","l");
2683	>	legA->AddEntry(rightsfsb,"OFSB","l");
2684	>	}
2685	>	legA->Draw();
2686
2687	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2687	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2688
2689	<	tcan->SetLogy(0);
2690	<	rightofzp->Divide(rightsfzp);
2691	<	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2692	<	rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2693	<	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2694	<	rightofzp->Draw();
2695	<	if(PlottingSetup::RestrictToMassPeak) {
2696	<	rightofsb->Divide(rightsfzp);
2697	<	rightsfsb->Divide(rightsfzp);
2698	<	rightofsb->Draw("same");
2699	<	rightsfsb->Draw("same");
2700	<	}
2689	>	tcan->SetLogy(0);
2690	>	rightofzp->Divide(rightsfzp);
2691	>	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2692	>	rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2693	>	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2694	>	rightofzp->Draw();
2695	>	if(PlottingSetup::RestrictToMassPeak) {
2696	>	rightofsb->Divide(rightsfzp);
2697	>	rightsfsb->Divide(rightsfzp);
2698	>	rightofsb->Draw("same");
2699	>	rightsfsb->Draw("same");
2700	>	}
2701
2702	<	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2703	<	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2704	<	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2702	>	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2703	>	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2704	>	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2705	>
2706	>	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2707	>	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2708	>	center2->SetLineColor(kBlue);
2709	>
2710	>	top2->Draw("same");
2711	>	center2->Draw("same");
2712	>	bottom2->Draw("same");
2713	>
2714	>	rightofzp->SetMarkerStyle(21);
2715	>	if(PlottingSetup::RestrictToMassPeak) {
2716	>	rightofsb->SetMarkerStyle(24);
2717	>	rightsfsb->SetMarkerStyle(32);
2718	>	}
2719	>
2720	>	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2721	>	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2722	>	if(PlottingSetup::RestrictToMassPeak) {
2723	>	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2724	>	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2725	>	}
2726	>	leg3->AddEntry(bottom,"syst. envelope","l");
2727	>	leg3->SetX1(0.25);leg3->SetX2(0.6);
2728	>	leg3->SetY1(0.65);
2729
2730	<	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2651	<	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2652	<	center2->SetLineColor(kBlue);
2730	>	leg3->Draw("same");
2731
2732	<	top2->Draw("same");
2733	<	center2->Draw("same");
2656	<	bottom2->Draw("same");
2732	>	DrawMCPrelim(simulatedlumi);
2733	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2734
2658	–	rightofzp->SetMarkerStyle(21);
2659	–	if(PlottingSetup::RestrictToMassPeak) {
2660	–	rightofsb->SetMarkerStyle(24);
2661	–	rightsfsb->SetMarkerStyle(32);
2735		}
2736
2664	–	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2665	–	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2666	–	if(PlottingSetup::RestrictToMassPeak) {
2667	–	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2668	–	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2669	–	}
2670	–	leg3->AddEntry(bottom,"syst. envelope","l");
2671	–	leg3->SetX1(0.25);leg3->SetX2(0.6);
2672	–	leg3->SetY1(0.65);
2673	–
2674	–	leg3->Draw("same");
2675	–
2676	–	DrawMCPrelim(simulatedlumi);
2677	–	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2678	–
2737		delete TZem;
2738		delete nTZem;
2739		delete TZeemm;
#	Line 2721 | Line 2779 | void ttbar_sidebands_comparison(string m
2779		nicer_binning.push_back(100);
2780		nicer_binning.push_back(125);
2781		nicer_binning.push_back(150);
2782	<	nicer_binning.push_back(175);
2782	>	//nicer_binning.push_back(175);
2783		nicer_binning.push_back(200);
2784	<	nicer_binning.push_back(230);
2785	<	nicer_binning.push_back(280);
2784	>	nicer_binning.push_back(250);
2785	>	nicer_binning.push_back(300);
2786		nicer_binning.push_back(400);
2787
2788		ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
#	Line 2733 | Line 2791 | void ttbar_sidebands_comparison(string m
2791
2792		void zjets_prediction_comparison(string mcjzbWithPUa) {
2793		TCanvas *zcan = new TCanvas("zcan","zcan");
2794	<	zcan->SetLogy(1);
2794	>	//  zcan->SetLogy(1);
2795		TCut weightbackup=cutWeight;
2796	<
2797	<
2798	<	// Do it without PU re-weighting
2799	<	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2800	<	stringstream resultsNoPU;
2801	<	stringstream noPUdatajzb;
2802	<	stringstream noPUmcjzb;
2803	<
2804	<	stringstream mcjzbnoPU;
2805	<	//  void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb)
2806	<	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2807	<	if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
2808	<	else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
2809	<	dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzbnoPU.str() << endl;
2810	<
2811	<	string mcjzb = mcjzbnoPU.str();
2812	<
2813	<	cutWeight="1.0";
2796	>
2797	>	bool UsePURW=false;
2798	>
2799	>
2800	>	string mcjzb;
2801	>	if(UsePURW) {
2802	>	mcjzb=mcjzbWithPUa;
2803	>	} else {
2804	>	// Do it without PU re-weighting
2805	>	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2806	>	stringstream resultsNoPU;
2807	>	stringstream noPUdatajzb;
2808	>	stringstream noPUmcjzb;
2809	>
2810	>	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
2811	>	dout << "The peak corrected JZB expression for MC without pileup is : " <<  noPUmcjzb.str() << endl;
2812	>
2813	>	mcjzb = noPUmcjzb.str();
2814	>
2815	>	cutWeight="1.0";
2816	>	}
2817
2818
2819		vector<float> binning;
#	Line 2760 | Line 2821 | void zjets_prediction_comparison(string
2821		binning.push_back(10);
2822		binning.push_back(20);
2823		binning.push_back(40);
2824	<	//  binning.push_back(80);
2824	>	binning.push_back(60);
2825	>	//   binning.push_back(50);
2826	>	//   binning.push_back(60);
2827	>	//   binning.push_back(70);
2828	>	//   binning.push_back(80);
2829	>	//   binning.push_back(90);
2830		binning.push_back(100);
2831	<	//  float sbg_min=0.;
2766	<	//  float sbg_max=100.;
2767	<	//  int sbg_nbins=5;
2831	>
2832		float simulatedlumi = luminosity;//in pb please - adjust to your likings
2833
2834		TCut kPos((mcjzb+">0").c_str());
2835		TCut kNeg((mcjzb+"<0").c_str());
2836		string var( "abs("+mcjzb+")" );
2837	+
2838	+	TCut notTau("abs(genMID1)!=15");
2839	+	TCut ONLYTau("mll>20");
2840	+
2841
2842	<	TCut kcut(cutmass&&cutOSSF&&cutnJets);
2843	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2844	<	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2842	>	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2843	>	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2844	>
2845		hJZBpos->SetLineColor(kBlack);
2846		hJZBneg->SetLineColor(kRed);
2847
#	Line 2782 | Line 2850 | void zjets_prediction_comparison(string
2850		hJZBneg->Draw("same,hist");
2851		hJZBpos->Draw("same,e1"); // So it's on top...
2852
2853	<	TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
2853	>	TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
2854		leg->AddEntry(hJZBpos,"Observed","pe");
2855		leg->AddEntry(hJZBneg,"Predicted","l");
2856		leg->Draw("same");
2857		DrawMCPrelim(simulatedlumi);
2858	<	CompleteSave(zcan,"Systematics/zjets_prediction");
2858	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
2859
2860		TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
2861		hratio->Divide(hJZBneg);
2862
2863		for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
2864	<	cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << endl;
2864	>	cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
2865		}
2866
2867		zcan->SetLogy(0);
2868	<	hratio->GetYaxis()->SetRangeUser(0,2.5);
2868	>	hratio->GetYaxis()->SetRangeUser(0,2.0);
2869		hratio->GetYaxis()->SetTitle("Observed/Predicted");
2870		hratio->Draw("e1");
2871
#	Line 2814 | Line 2882 | void zjets_prediction_comparison(string
2882		center->Draw("same");
2883		bottom->Draw("same");
2884
2885	<	TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
2885	>	TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
2886		leg2->AddEntry(hratio,"obs / pred","pe");
2887		leg2->AddEntry(bottom,"syst. envelope","l");
2888		leg2->Draw("same");
2889		DrawMCPrelim(simulatedlumi);
2890	<	CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
2890	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
2891	>
2892	>	TCut reducedNJets(cutnJets);
2893	>
2894	>	TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2895	>	TH1F *LcorrJZBeemm     = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2896	>	TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2897	>	TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2898	>
2899	>	TH1F *RcorrJZBSBem;
2900	>	TH1F *LcorrJZBSBem;
2901	>	TH1F *RcorrJZBSBeemm;
2902	>	TH1F *LcorrJZBSBeemm;
2903	>
2904	>	if(PlottingSetup::RestrictToMassPeak) {
2905	>	RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2906	>	LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2907	>	RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2908	>	LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2909	>	}
2910	>
2911	>	TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
2912	>	if(PlottingSetup::RestrictToMassPeak) {
2913	>	Bpred->Add(RcorrJZBem,1.0/3.);
2914	>	Bpred->Add(LcorrJZBem,-1.0/3.);
2915	>	Bpred->Add(RcorrJZBSBem,1.0/3.);
2916	>	Bpred->Add(LcorrJZBSBem,-1.0/3.);
2917	>	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
2918	>	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
2919	>	} else {
2920	>	Bpred->Add(RcorrJZBem,1.0);
2921	>	Bpred->Add(LcorrJZBem,-1.0);
2922	>	}
2923	>
2924	>	Bpred->SetLineColor(kRed);
2925	>
2926	>	TAUhJZBpos->SetLineColor(kBlack);
2927	>	Bpred->SetLineColor(kRed);
2928	>
2929	>	TAUhJZBpos->SetMinimum(1.0);
2930	>	TAUhJZBpos->Draw("e1");
2931	>	Bpred->Draw("same,hist");
2932	>	TAUhJZBpos->Draw("same,e1");
2933	>
2934	>	TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
2935	>	TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
2936	>	TAUleg->AddEntry(Bpred,"Predicted","l");
2937	>	TAUleg->Draw("same");
2938	>	DrawMCPrelim(simulatedlumi);
2939	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
2940	>
2941	>	TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
2942	>	TAUhratio->Divide(Bpred);
2943	>
2944	>	for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
2945	>	cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << "   vs    predicted : " << Bpred->GetBinContent(i) << "   (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
2946	>	}
2947	>
2948	>	zcan->SetLogy(0);
2949	>	TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
2950	>	TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
2951	>	TAUhratio->Draw("e1");
2952	>
2953	>	top->Draw("same");
2954	>	center->Draw("same");
2955	>	bottom->Draw("same");
2956	>
2957	>	TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow #tau#tau",0.25,0.75,false);
2958	>	TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
2959	>	TAUleg2->AddEntry(bottom,"syst. envelope","l");
2960	>	TAUleg2->Draw("same");
2961	>	DrawMCPrelim(simulatedlumi);
2962	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
2963	>
2964	>	delete Bpred;
2965	>	delete TAUhJZBpos;
2966	>	delete LcorrJZBeemm;
2967	>	delete RcorrJZBem;
2968	>	delete LcorrJZBem;
2969	>
2970	>	if(PlottingSetup::RestrictToMassPeak) {
2971	>	delete RcorrJZBSBem;
2972	>	delete LcorrJZBSBem;
2973	>	delete RcorrJZBSBeemm;
2974	>	delete LcorrJZBSBeemm;
2975	>	}
2976	>
2977
2978		delete zcan;
2979		cutWeight=weightbackup;

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