[ViewVC] Diff of: cvsroot/UserCode/cbrown/Development/Plotting/Modules/Plotting

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 1.61 by fronga, Fri Sep 7 13:05:33 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, bool SwitchOffNJetsCut, 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 42 \| Line 42 \| void find_one_peak_combination(TCut spec
42		int nbins=100;
43		if(PlottingSetup::DoBTag) nbins=25;
44
45	+	TCut nJetsCut(cutnJets);
46	+	if(SwitchOffNJetsCut) nJetsCut=specialcut;
47	+
48		TCanvas *tempcan = new TCanvas("tempcan","Temporary canvas for peak finding preparations");
49	<	TH1F *rawJZBeemmMC = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&specialcut,mc, luminosity);
50	<	TH1F *rawJZBeemmData = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&specialcut,data, luminosity);
51	<	TH1F *rawJZBemMC = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&specialcut,mc, luminosity);
52	<	TH1F *rawJZBemData = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&specialcut,data, luminosity);
49	>	TH1F *rawJZBeemmMC = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,mc, luminosity);
50	>	TH1F *rawJZBeemmData = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,data, luminosity);
51	>	TH1F *rawJZBemMC = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,mc, luminosity);
52	>	TH1F *rawJZBemData = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,data, luminosity);
53		TH1F *rawttbarjzbeemmMC;
54
55		if(method==doKM) {
56		//we only need this histo for the KM fitting...
57	<	rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
58	<	MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method,saveas);
59	<	DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method,saveas);
57	>	rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&nJetsCut&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
58	>	MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
59	>	DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
60		delete rawttbarjzbeemmMC;
61		}
62		else {
#	Line 62 \| Line 65 \| void find_one_peak_combination(TCut spec
65		reducedMC->Add(rawJZBemMC,-1);
66		reducedData->Add(rawJZBemData,-1);
67		//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)
68	<	MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method,saveas);
69	<	DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method,saveas);
68	>	MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
69	>	DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
70		delete reducedMC;
71		delete reducedData;
72		}
#	Line 73 \| Line 76 \| void find_one_peak_combination(TCut spec
76
77		// MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
78		// DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
79	<	dout << " We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
80	<	result << " We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
81	<	dout << " We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
82	<	result << " We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
79	>	dout << " We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
80	>	result << " We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
81	>	dout << " We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
82	>	result << " We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
83		delete rawJZBeemmData;
84		delete rawJZBeemmMC;
85		delete rawJZBemData;
#	Line 84 \| Line 87 \| void find_one_peak_combination(TCut spec
87		delete tempcan;
88		}
89
90	<	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb)
90	>	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb, string sSpecialCut="", bool SwitchOffNJetsCut=false)
91		{
92	+	switch_overunderflow(false);
93	+
94	+	TCut SpecialCut("mll>=0");
95	+	if(sSpecialCut!="") SpecialCut=TCut(sSpecialCut.c_str());
96
97		bool DoInvidualeemmPeaks=false;
98
#	Line 98 \| Line 105 \| void find_peaks(float &MCPeak,float &MCP
105		float datammpeak,dataeepeak;
106		float datammpeakerr,dataeepeakerr;
107
108	<	float mcSigma, dataSigma;
108	>	float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
109
110		dout << "Finding global peak : " << endl;
111	<	find_one_peak_combination(TCut(""),mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma, dataSigma,result,doPUreweighting,"");
111	>	find_one_peak_combination(SpecialCut,SwitchOffNJetsCut,mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
112
113		if(DoInvidualeemmPeaks) {
114		dout << "Finding peak for electrons : " << endl;
115	<	find_one_peak_combination(TCut("id1==0"),mceepeak,mceepeakerr, dataeepeak,dataeepeakerr,mcSigma, dataSigma,result,doPUreweighting,"_ele");
115	>	find_one_peak_combination(SpecialCut&&TCut("id1==0"),SwitchOffNJetsCut,mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
116		dout << "Finding peak for muons : " << endl;
117	<	find_one_peak_combination(TCut("id1==1"),mcmmpeak,mcmmpeakerr, datammpeak,datammpeakerr,mcSigma, dataSigma,result,doPUreweighting,"_mu");
117	>	find_one_peak_combination(SpecialCut&&TCut("id1==1"),SwitchOffNJetsCut,mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
118
119		datajzb << "(" << jzbvariabledata;
120		mcjzb << "(" << jzbvariablemc;
#	Line 133 \| Line 140 \| void find_peaks(float &MCPeak,float &MCP
140		else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
141
142		mcjzb << ")";
143	+
144		} else {
145		datajzb << "(" << jzbvariabledata;
146		mcjzb << "(" << jzbvariablemc;
#	Line 147 \| Line 155 \| void find_peaks(float &MCPeak,float &MCP
155
156		mcjzb << ")";
157		}
158	+
159	+	MCPeak=mcpeak;
160	+	MCPeakError=mcpeakerr;
161	+	DataPeak=datapeak;
162	+	DataPeakError=datapeakerr;
163
164	+	switch_overunderflow(true);
165
166		}
167
168	<	void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold) {
168	>	void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
169		float min=70.0;
170		float max=115.0;
171		if(!PlottingSetup::RestrictToMassPeak) {
172		min=20;
173	<	max=200;
173	>	max=300;
174		}
175	<	int nbins=int((max-min)/5);
175	>	int nbins=int((max-min)/binWidth);
176
177		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
178
#	Line 188 \| Line 202 \| void make_special_obs_pred_mll_plot(stri
202
203		// TH1F *RcorrJZBeemmNoS;
204
205	<	if(PlottingSetup::RestrictToMassPeak) {
205	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
206		RcorrJZBSBem = allsamples.Draw("RcorrJZBSBem", "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,data, luminosity);
207		LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem", "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,data, luminosity);
208		RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,data, luminosity);
209		LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,data, luminosity);
210		}
211
212	<	TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
213	<	if(PlottingSetup::RestrictToMassPeak) {
214	<	Bpred->Add(RcorrJZBem,1.0/3.);
215	<	Bpred->Add(LcorrJZBem,-1.0/3.);
216	<	Bpred->Add(RcorrJZBSBem,1.0/3.);
217	<	Bpred->Add(LcorrJZBSBem,-1.0/3.);
218	<	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
219	<	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
220	<	} else {
221	<	Bpred->Add(RcorrJZBem,1.0);
222	<	Bpred->Add(LcorrJZBem,-1.0);
223	<	}
224	<
212	>	// Separate predictions
213	>	TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
214	>	TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
215	>	TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
216	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
217	>	OFP->Scale(1.0/3.0);
218	>	OFP->Add(RcorrJZBSBem,1.0/3.);
219	>	OFP->Add(RcorrJZBSBeemm,1.0/3.);
220	>	OFN->Scale(1.0/3.0);
221	>	OFN->Add(LcorrJZBSBem,1.0/3.);
222	>	OFN->Add(LcorrJZBSBeemm,1.0/3.);
223	>	}
224	>
225	>	TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
226	>	Bpred->Add(OFP);
227	>	Bpred->Add(OFN,-1);
228		Bpred->SetLineColor(kRed);
229
230	+	RcorrJZBeemm->SetTitleOffset(1.3,"y");
231		RcorrJZBeemm->Draw();
232		mcRcorrJZBeemm.Draw("same");
233		Bpred->Draw("histo,same");
#	Line 225 \| Line 243 \| void make_special_obs_pred_mll_plot(stri
243		saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
244		CompleteSave(ckin,saveas.str());
245
246	<
246	>	// Draw all predictions overlayed
247	>	unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
248	>	SFN->SetLineColor(kGreen+2);
249	>	SFN->SetLineStyle(2);
250	>	SFN->SetLineWidth(w);
251	>	OFP->SetLineColor(kBlue+2);
252	>	OFP->SetLineStyle(2);
253	>	OFP->SetLineWidth(w);
254	>	OFN->SetLineColor(kMagenta+2);
255	>	OFN->SetLineStyle(3);
256	>	OFN->SetLineWidth(w);
257
258		RcorrJZBeemm->Draw();
259	+	SFN->Draw("histo,same");
260	+	OFP->Draw("histo,same");
261	+	OFN->Draw("histo,same");
262		Bpred->Draw("histo,same");
263		RcorrJZBeemm->Draw("same");
264
265	<	TLegend *leg2 = make_legend();
266	<	leg2->SetX1(0.58);
236	<	leg2->AddEntry(RcorrJZBeemm,"observed (data)","l");
265	>	TLegend *leg2 = make_legend("",0.52,0.7);
266	>	leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
267		leg2->AddEntry(Bpred,"predicted (data)","l");
268	+	leg2->AddEntry(SFN, " SF JZB<0","l");
269	+	leg2->AddEntry(OFN, " OF JZB<0","l");
270	+	leg2->AddEntry(OFP, " OF JZB>0","l");
271		leg2->Draw("same");
272
273		saveas.str("");
274		saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold << "_nomc";
275		CompleteSave(ckin,saveas.str());
276
244	–
245	–
277		delete RcorrJZBeemm;
278		delete LcorrJZBeemm;
279		delete RcorrJZBem;
280		delete LcorrJZBem;
281	<	if(PlottingSetup::RestrictToMassPeak) {
281	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
282		delete RcorrJZBSBeemm;
283		delete LcorrJZBSBeemm;
284		delete RcorrJZBSBem;
#	Line 341 \| Line 372 \| *void draw_ratio_plot(TH1 hdata, THStack**
372		oneline->Draw("same");
373		}
374
375	+	float make_one_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
376	+	string xlabel, string filename, float legendPosition=0.55) {
377	+
378	+	TCut ibasiccut=basiccut;
379	+	bool draw_separation_lines=false;
380	+
381	+	if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
382	+
383	+	TCut cutSF;
384	+	TCut cutOF;
385	+
386	+	cutOF = cutOSOF&&cutnJets&&ibasiccut;
387	+	cutSF = cutOSSF&&cutnJets&&ibasiccut;
388	+
389	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
390	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
391	+	rcan->SetLogy(logscale);
392	+	rcan->cd();
393	+
394	+	std::cout << "OF/SF comparison: variable = " << variable << ", cut = " << cutSF.GetTitle() << std::endl;
395	+	TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
396	+	TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
397	+	// string signal("LM3");
398	+	// TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
399	+	// int idx = signalsamples.FindSample(signal)[0];
400	+	// (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
401	+	// signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
402	+	// signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
403	+	// signalhisto->SetLineStyle(2);
404	+	datahistoSF->SetMarkerSize(DataMarkerSize);
405	+	datahistoOF->SetLineColor(kRed);
406	+
407	+	if ( !logscale ) {
408	+	datahistoSF->SetMinimum(0); // Defaults
409	+	} else {
410	+	datahistoSF->SetMinimum(0.5);
411	+	}
412	+	if (ymax<0) {
413	+	if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
414	+	else datahistoSF->SetMaximum(1.5*datahistoSF->GetMaximum());
415	+	} else {
416	+	datahistoSF->SetMaximum(ymax);
417	+	}
418	+
419	+	float ymaxSet = datahistoSF->GetMaximum();
420	+
421	+	datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
422	+	datahistoSF->GetYaxis()->SetTitle("Events");
423	+	datahistoSF->GetXaxis()->CenterTitle();
424	+	datahistoSF->GetYaxis()->CenterTitle();
425	+
426	+	TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.7,false,legendPosition+0.2);
427	+	mleg->AddEntry(datahistoSF, "Same-flavor", "PL");
428	+	if (datahistoOF->Integral()>0) {
429	+	mleg->AddEntry(datahistoOF, "Opposite-flavor", "L");
430	+	} else {
431	+	mleg->AddEntry((TObject*)0, "", "");
432	+	}
433	+	//mleg->AddEntry(signalhisto, "LM3", "L");
434	+
435	+	datahistoSF->Draw("E1");
436	+	if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
437	+	//signalhisto->Draw("HIST,SAMES");
438	+	mleg->Draw();
439	+	DrawPrelim();
440	+	if (datahistoOF->Integral()>0) {
441	+	save_with_ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
442	+	} else {
443	+	CompleteSave(rcan, "SFOF/" + filename);
444	+	delete rcan;
445	+	}
446	+
447	+	datahistoSF->Delete();
448	+	datahistoOF->Delete();
449	+	//signalhisto->Delete();
450	+	delete mleg;
451	+	delete ckin;
452	+
453	+	return ymaxSet;
454	+
455	+	}
456	+
457	+	// Compare data to data
458	+	float make_data_comparison_plot(string variable, TCut cut, int nbins, float min, float max, float ymax, bool logscale,
459	+	string xlabel, string filename, float legendPosition=0.55) {
460	+
461	+	TCut ibasiccut=basiccut&&cut;
462	+
463	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
464	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
465	+	rcan->SetLogy(logscale);
466	+	rcan->cd();
467	+
468	+	std::cout << "Data comparison: variable = " << variable << ", cut = " << ibasiccut.GetTitle() << std::endl;
469	+
470	+	TH1F *data1 = allsamples.Draw("data1",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
471	+	TH1F *data2 = comparesamples.Draw("data2",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
472	+
473	+	data1->SetMarkerSize(DataMarkerSize);
474	+	data2->SetLineColor(kRed);
475	+
476	+	if ( !logscale ) {
477	+	data1->SetMinimum(0); // Defaults
478	+	} else {
479	+	data1->SetMinimum(0.5);
480	+	}
481	+	if (ymax<0) {
482	+	if ( logscale ) data1->SetMaximum(5.3*data1->GetMaximum());
483	+	else data1->SetMaximum(1.5*data1->GetMaximum());
484	+	} else {
485	+	data1->SetMaximum(ymax);
486	+	}
487	+
488	+	float ymaxSet = data1->GetMaximum();
489	+
490	+	data1->GetXaxis()->SetTitle(xlabel.c_str());
491	+	data1->GetYaxis()->SetTitle("Events");
492	+	data1->GetXaxis()->CenterTitle();
493	+	data1->GetYaxis()->CenterTitle();
494	+
495	+	TLegend *mleg = make_legend("",legendPosition,0.7,false,legendPosition+0.2);
496	+	mleg->AddEntry(data1, "New 2.4/fb", "PL");
497	+	mleg->AddEntry(data2, "Old 5.1/fb", "L");
498	+
499	+	data1->Draw("E1");
500	+	data2->Draw("HIST,SAMES");
501	+	mleg->Draw();
502	+	DrawPrelim();
503	+	save_with_ratio( data1, data2, rcan, "compareData/" + filename, false, false, "old/new" );
504	+
505	+	data1->Delete();
506	+	data2->Delete();
507	+	delete mleg;
508	+	delete ckin;
509	+
510	+	}
511	+
512	+	void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale,
513	+	string xlabel, string filename, float legendPosition=0.55) {
514	+
515	+	string mllcuts[] = { "mll>15","mll>15&&mll<70", "mll>75&&mll<105", "mll>120" };
516	+	string mllcutname[] = { "m_{ll} > 15 GeV", "15 < m_{ll} < 70 GeV", "70 < m_{ll} < 110 GeV", "m_{ll} > 120 GeV" };
517	+	string plotname[] = {"_all","_low","_peak","_high"};
518	+	float ymax;
519	+
520	+	int start = 0;
521	+	if ( !PlottingSetup::openBox ) start = 3;
522	+
523	+	for ( int i=start; i<4; ++i ) {
524	+	if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
525	+	if ( i==start ) {
526	+	ymax = make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, -1, logscale, xlabel,
527	+	filename+plotname[i], legendPosition );
528	+	} else {
529	+	make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
530	+	filename+plotname[i], legendPosition );
531	+	}
532	+	make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
533	+	filename+plotname[i]+"_mm", legendPosition );
534	+	make_one_OFSF_plot(variable, "id1==0&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
535	+	filename+plotname[i]+"_ee", legendPosition );
536	+	}
537	+
538	+	}
539	+
540	+
541		float lastrange_min=0;
542		float lastrange_max=0;
543
#	Line 370 \| Line 567 \| void make_kin_plot(string variable, stri
567		//Step 2: Refine the cut
568		TCut cut;
569		cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
570	<	if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
571	<	if(filename=="nJets_osof") cut=cutmass&&cutOSOF&&ibasiccut;
570	>	if(filename=="nJets" \|\| filename=="nJets_inclusive") cut=cutmass&&cutOSSF&&ibasiccut;
571	>	if(filename=="nJets_osof" \|\| filename=="nJets_osof_inclusive") cut=cutmass&&cutOSOF&&ibasiccut;
572		if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
573		if(filename=="mll") {
574		cut=cutOSSF&&cutnJets&&ibasiccut;
575		draw_separation_lines=true;
576		}
577		if(filename=="mll_ee") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
578	+	if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
579		if(filename=="mll_osof") {
580		cut=cutOSOF&&cutnJets&&ibasiccut;
581		draw_separation_lines=true;
582		}
385	–	if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
583		if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
584		if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
585		if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
586		if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
587	<	if(filename=="mll_inclusive"\|\|filename=="mll_inclusive_highrange") cut=cutOSSF;
588	<	if(filename=="mll_inclusive_osof") cut=cutOSOF;
589	<	if(filename=="mll_inclusive_ee") cut=cutOSSF&&"id1==0";
590	<	if(filename=="mll_inclusive_mm") cut=cutOSSF&&"id1==1";
587	>	if(filename=="mll_inclusive"\|\|filename=="mll_inclusive_highrange") cut=cutmass&&cutOSSF;
588	>	if(filename=="mll_inclusive_osof") cut=cutmass&&cutOSOF;
589	>	if(filename=="mll_inclusive_ee") cut=cutmass&&cutOSSF&&"id1==0";
590	>	if(filename=="mll_inclusive_mm") cut=cutmass&&cutOSSF&&"id1==1";
591		if(filename=="pfJetGoodEta_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
592		if(filename=="pfJetGoodPt_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
593	+	if(filename=="numVtx") cut=cutmass&&ibasiccut;
594
595		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
596		ckin->SetLogy(logscale);
597		TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
598		datahisto->SetMarkerSize(DataMarkerSize);
599	<	THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
599	>	if ( !logscale ) datahisto->SetMinimum(0); // Defaults
600	>	else datahisto->SetMinimum(0.5);
601	>	// Custom max.
602	>	if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
603		if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
604		if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
605		if(filename=="mll_inclusive"\|\|filename=="mll_inclusive_mm"\|\|filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
606		if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
607		if(filename=="mll_osof") datahisto->SetMinimum(9);
608	<	datahisto->SetMaximum(5.3*datahisto->GetMaximum());
609	<	datahisto->Draw("e1");
610	<	ckin->Update();
608	>	if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
609	>	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
610	>
611	>	cout << "******** Cut used : " << (const char*) cut << endl;
612		if(loadlastminmax) {
613		datahisto->SetMinimum(lastrange_min);
614		datahisto->SetMaximum(lastrange_max);
#	Line 416 \| Line 618 \| void make_kin_plot(string variable, stri
618		}
619		}
620
621	+	// Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
622	+	string signal("LM3");
623	+	TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
624	+	int idx = signalsamples.FindSample(signal)[0];
625	+	(signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
626	+	signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
627	+	signalhisto->SetLineColor(kOrange);
628	+
629	+	THStack mcstack = allsamples.DrawStack("mcstack", variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
630	+	datahisto->Draw("e1");
631	+	ckin->Update();
632		mcstack.Draw("same");
633	+
634		datahisto->Draw("same,e1");
635		TLegend *kinleg = allsamples.allbglegend();
636		kinleg->Draw();
#	Line 459 \| Line 673 \| void make_kin_plot(string variable, stri
673		kinpad->SetLogy(logscale);
674		datahisto->Draw("e1");
675		mcstack.Draw("same");
676	+	signalhisto->Draw("same");
677		datahisto->Draw("same,e1");
678		datahisto->Draw("same,axis");
679		if(RestrictToMassPeak&&draw_separation_lines) {
#	Line 466 \| Line 681 \| void make_kin_plot(string variable, stri
681		upperboundary->Draw("same");
682		}
683
684	+	kinleg->AddEntry("signalhisto",signal.c_str(),"l");
685		kinleg->Draw();
686		write_cut->Draw();
687		DrawPrelim();
#	Line 483 \| Line 699 \| void make_kin_plot(string variable, stri
699		delete ckin;
700		}
701
702	<	void make_JES_plot() {
702	>	void make_JES_plot(TCut cut, string name) {
703
704		int nbins=10;
705		float min=-0.5;
706		float max = 9.5;
707		bool logscale=true;
708		string xlabel="nJets";
493	–	TCut cut=cutmass&&cutOSSF&&basiccut;
709
710		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
711		ckin->SetLogy(logscale);
712	<	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
712	>	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
713		datahisto->SetMarkerSize(DataMarkerSize);
714	<	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
715	<	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNump1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
716	<	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNumn1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
714	>	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
715	>	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
716	>	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
717
718		datahisto->SetMinimum(1);
719		datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
#	Line 523 \| Line 738 \| void make_JES_plot() {
738		TLegend *kinleg = allsamples.allbglegend();
739		kinleg->AddEntry(JESunc,"JES uncertainty","f");
740		kinleg->Draw();
741	<	CompleteSave(ckin,"Systematics/JES");
741	>	CompleteSave(ckin,"Systematics/JES"+name);
742		datahisto->Delete();
743		delete ckin;
744
#	Line 533 \| Line 748 \| void do_kinematic_plots(string mcjzb, st
748		{
749		bool dolog=true;
750		bool nolog=false;
751	+
752	+	bool doOFSF = true;
753	+	bool doKin = false;
754	+	bool doDataComp = true;
755	+
756	+
757		if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
758		float mll_low=50;
759		float mll_hi=160;
760		if(!PlottingSetup::RestrictToMassPeak) {
761		mll_low=20;
762	<	mll_hi=210;
762	>	mll_hi=320;
763		}
764	<
765	<	make_kin_plot("met[4]","",40,0,200,dolog,"MET [GeV]","met",doPF,true);
766	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
767	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
768	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
769	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
770	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
771	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
772	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
773	<	make_kin_plot("mll","",(int)((mll_hi-mll_low))/2,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
774	<	make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
775	<	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
776	<	// make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
777	<	// make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
778	<	make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
779	<	make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
780	<	make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
781	<	make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
782	<	make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
783	<	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets",doPF);
784	<	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
785	<	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
786	<	if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
787	<	stringstream jzbcut;
788	<	jzbcut << "((is_data&&("<<datajzb<<")>100)\|\|(!is_data&&("<<mcjzb<<")>100))";
789	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
790	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB100",doPF,true);
791	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB100",doPF,true);
792	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB100",doPF,true);
793	<	stringstream jzbcut2;
794	<	jzbcut2 << "((is_data&&("<<datajzb<<")>150)\|\|(!is_data&&("<<mcjzb<<")>150))";
795	<	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
796	<	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB150",doPF,true);
797	<	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB150",doPF,true);
798	<	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB150",doPF,true);
799	<	stringstream jzbcut3;
800	<	jzbcut3 << "((is_data&&("<<datajzb<<")>50)\|\|(!is_data&&("<<mcjzb<<")>50))";
801	<	make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
802	<	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);
803	<	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);
804	<	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);
805	<
806	<
807	<	make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
808	<	make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
809	<	make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
810	<	make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
811	<	make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
812	<	make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
813	<
814	<	make_JES_plot();
764	>
765	>	if ( doOFSF ) {
766	>	make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll");
767	>
768	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100", 7, 3, 10, true, "#(jets)", "njets");
769	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", "njets_btagVeto");
770	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30>0", 7, 3, 10, true, "#(jets)", "njets_AtLeastOneBJet30");
771	>
772	>	make_OFSF_plots("pfJetGoodNumBtag30", "met[4]>100", 5, 0, 5, true, "#(b-jets)", "nbjets");
773	>	make_OFSF_plots("pfJetGoodPtBtag[0]", "met[4]>100&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", "ptb1");
774	>
775	>	make_OFSF_plots("iso1", "met[4]>100", 20, 0, 0.3, true, "lepton 1 isolation", "iso1");
776	>	make_OFSF_plots("iso2", "met[4]>100", 20, 0, 0.3, true, "lepton 2 isolation", "iso2");
777	>	// make_OFSF_plots("pt1", "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1");
778	>	// make_OFSF_plots("pt2", "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2");
779	>	make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", 0.15);
780	>	make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", 0.15);
781	>	// make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", 0.2);
782	>	// make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", 0.2);
783	>	// make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", 0.2);
784	>	make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(jet1,MET)\|", "dphij1met", 0.2);
785	>	make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(l1,l2)\|", "dphi", 0.2);
786	>	// make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(l1,MET)\|", "dphiMet1", 0.2);
787	>	// make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(l2,MET)\|", "dphiMet2", 0.2);
788	>	make_OFSF_plots("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", "met[4]>100", 16, 0, 3.2, false, "Min(\|#Delta#phi(l,MET)\|)", "dphilc");
789	>	make_OFSF_plots("TMath::Min(TMath::Abs(pfJetDphiMet[0]), TMath::Min(TMath::Abs(pfJetDphiMet[1]), TMath::Abs(pfJetDphiMet[2])))", "met[4]>100", 16, 0, 3.2, false, "Min(\|#Delta#phi(jet,MET)\|)", "dphijc");
790	>	make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(dphiMet1)), (TMath::Pi() - TMath::Abs(dphiMet2)))", "met[4]>100", 16, 0, 3.2, false, "Min(#pi - \|#Delta#phi(l,MET)\|)", "dphilco");
791	>	make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(pfJetDphiMet[0])), TMath::Min( (TMath::Pi()-TMath::Abs(pfJetDphiMet[1])), (TMath::Pi() - TMath::Abs(pfJetDphiMet[2]))))", "met[4]>100", 16, 0, 3.2, false, "Min(#pi - \|#Delta#phi(jet,MET)\|)", "dphijco");
792	>	}
793	>
794	>	if ( doDataComp && !PlottingSetup::openBox ) {
795	>	TCut mllCut("");
796	>	if ( !PlottingSetup::openBox ) mllCut = "mll>120";
797	>
798	>	TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
799	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut, 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig");
800	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee");
801	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm");
802	>
803	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
804	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0&&pfJetGoodNumBtag30==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee_btagVeto");
805	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1&&pfJetGoodNumBtag30==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm_btagVeto");
806	>
807	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
808	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0&&pfJetGoodNumBtag30>0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee_AtLeastOneBJet");
809	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1&&pfJetGoodNumBtag30>0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm_AtLeastOneBJet");
810	>
811	>	make_data_comparison_plot("mll", cutOSOF&&cutSignal, 60, 20., 320.,-1., false, "m_{ll}", "mll_OF_sig");
812	>	make_data_comparison_plot("mll", cutmass&&"met[4]>100&&met[4]<150&&pfJetGoodNum40==2", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_CR");
813	>
814	>	make_data_comparison_plot("pfJetGoodNum40", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_SF_sig");
815	>	make_data_comparison_plot("pfJetGoodNum40", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_OF_sig");
816	>	make_data_comparison_plot("pfJetGoodNumBtag30", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_SF_sig");
817	>	make_data_comparison_plot("pfJetGoodNumBtag30", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_OF_sig");
818	>	}
819	>
820	>
821	>	if ( doKin ) {
822	>	string mllCut("");
823	>	if ( !PlottingSetup::openBox ) mllCut = "&&mll>120";
824	>
825	>	// Plots in signal region
826	>	make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
827	>	make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
828	>	make_kin_plot("mll","mll>20&&met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
829	>	make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
830	>	make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
831	>
832	>	make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
833	>	make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
834	>
835	>	// Further inclusive invariant mass plots
836	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
837	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
838	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
839	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
840	>
841	>	//make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
842	>	//if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
843	>
844	>	//make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
845	>	//make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"\|#Delta#phi(jet1,MET)\|","dphiJ1MET",doPF,true);
846	>
847	>	// Number of jets
848	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
849	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
850	>	//make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
851	>
852	>	// Others
853	>	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
854	>	// make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
855	>	// make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
856	>	make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
857	>	make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
858	>	make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
859	>	make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
860	>	make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
861	>	// stringstream jzbcut;
862	>	// jzbcut << "((is_data&&("<<datajzb<<")>100)\|\|(!is_data&&("<<mcjzb<<")>100))";
863	>	// make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
864	>	// make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB100",doPF,true);
865	>	// make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB100",doPF,true);
866	>	// make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB100",doPF,true);
867	>	// stringstream jzbcut2;
868	>	// jzbcut2 << "((is_data&&("<<datajzb<<")>150)\|\|(!is_data&&("<<mcjzb<<")>150))";
869	>	// make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
870	>	// make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB150",doPF,true);
871	>	// make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB150",doPF,true);
872	>	// make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB150",doPF,true);
873	>	// stringstream jzbcut3;
874	>	// jzbcut3 << "((is_data&&("<<datajzb<<")>50)\|\|(!is_data&&("<<mcjzb<<")>50))";
875	>	// make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
876	>	// 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);
877	>	// 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);
878	>	// 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);
879	>
880	>	// 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_ll",doPF,true);
881	>	//make_kin_plot("mll","met[4]>150&&id1==0",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ee} [GeV] (MET>150GeV)","mll_met150_ee",doPF,true);
882	>	//make_kin_plot("mll","met[4]>150&&id1==1",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{#mu#mu} [GeV] (MET>150GeV)","mll_met150_mm",doPF,true);
883	>	}
884	>
885	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
886	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
887	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
888	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
889	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
890	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
891	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
892	>
893	>	// make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
894	>	// make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
895	>
896		}
897
898		void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
899		int nbins, float xmin, float xmax, bool log,
900		float ymin=0, float ymax=0, bool leftJustified=false ) {
901	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
901	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
902
903		TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
904		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__));
905	<	if(var=="numVtx") cutWeight=TCut("1.0");
905	>	//if(var=="numVtx") cutWeight=TCut("1.0");
906		TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
907		TCut jzbMC[] = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
908
909		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
910		int nRegions=4;
911	<	if(!PlottingSetup::RestrictToMassPeak) {
911	>	if(!PlottingSetup::RestrictToMassPeak\|\|!PlottingSetup::UseSidebandsForcJZB) {
912		nRegions=2;
913		}
914
#	Line 624 \| Line 926 \| void make_comp_plot( string var, string
926		TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
927		ccomp->SetLogy(log);
928		TH1F *datahisto = allsamples.Draw("datahisto", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
929	<	TH1F *lm4histo = signalsamples.Draw("lm4histo", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM"));
929	>	TH1F *lm3histo = signalsamples.Draw("lm3histo", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
930		THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb], mc, luminosity);
931		datahisto->SetMarkerSize(DataMarkerSize);
932		if (ymax>ymin) datahisto->SetMaximum(ymax);
933	<	lm4histo->SetLineStyle(2);
933	>	lm3histo->SetLineStyle(2);
934		datahisto->Draw("e1");
935		mcstack.Draw("same");
936		datahisto->Draw("same,e1");
937	<	// lm4histo->Draw("hist,same");
937	>	lm3histo->Draw("hist,same");
938		TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
939		if ( leftJustified ) {
940		Float_t w = kinleg->GetX2()-kinleg->GetX1();
941		kinleg->SetX1(0.2);
942		kinleg->SetX2(0.2+w);
943		}
944	<	// kinleg->AddEntry(lm4histo,"LM4","l");
944	>	kinleg->AddEntry(lm3histo,"LM3","l");
945		kinleg->Draw();
946		TText* write_variable = write_text(0.99,0.01,var);
947		write_variable->SetTextAlign(31);
#	Line 648 \| Line 950 \| void make_comp_plot( string var, string
950		CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
951		delete datahisto;
952		delete ccomp;
953	<	delete lm4histo;
953	>	delete lm3histo;
954		}
955		cutWeight=weightbackup;
956		}
#	Line 666 \| Line 968 \| void region_comparison_plots(string mcjz
968		float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
969		float mll_low=50;float mll_high=170;
970		if(!PlottingSetup::RestrictToMassPeak) {
971	<	mll_high=200;
972	<	mll_low=50;
971	>	mll_high=300;
972	>	mll_low=20;
973		}
974	<	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
974	>	make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
975	>	make_comp_plot("TMath::Abs(pfJetDphiMet[0])","\|#Delta#phi(jet1,MET)\|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
976	>
977	>	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
978		make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
979	<	make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
979	>	make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
980	>	make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
981		make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
982	<	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
982	>	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
983		make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
984		make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
985	+	make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
986	+	make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
987		}
988
989		switch_overunderflow(false); // switching overflow/underflow bins off
#	Line 874 \| Line 1182 \| *vector<TF1> do_extended_fit_to_plot(TH1**
1182		// the line above is not necessary anymore as we're now looking at a prediction without Z+Jets, and not multiplied with (1.0/3)
1183		TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
1184		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1185	<	if(PlottingSetup::RestrictToMassPeak) ttbarlogpar->SetParameter(0,1.0/3*ttbarlogpar->GetParameter(0));//correcting for the fact that we didn't multiply with (1.0/3);
1185	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) ttbarlogpar->SetParameter(0,1.0/3*ttbarlogpar->GetParameter(0));//correcting for the fact that we didn't multiply with (1.0/3);
1186
1187
1188		TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
#	Line 1015 \| Line 1323 \| void do_prediction_plot(string jzb, TCan
1323		if(use_data==2 \|\| overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,false);
1324
1325
1326	<	if(PlottingSetup::RestrictToMassPeak) {
1326	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1327		RcorrJZBSBem = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1328		LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1329		RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 1042 \| Line 1350 \| void do_prediction_plot(string jzb, TCan
1350		TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
1351		ClearHisto(BpredSys);
1352
1353	<	if(PlottingSetup::RestrictToMassPeak) {
1353	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1354		Bpred->Add(RcorrJZBem,1.0/3.);
1355		Bpred->Add(LcorrJZBem,-1.0/3.);
1356		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 1097 \| Line 1405 \| void do_prediction_plot(string jzb, TCan
1405		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
1406		TH1F Tpred = (TH1F)RcorrJZBem->Clone("Bpred");
1407		Tpred->Add(LcorrJZBem,-1.0);
1408	<	if(PlottingSetup::RestrictToMassPeak) {
1408	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1409		Tpred->Add(RcorrJZBSBem,1.0);
1410		Tpred->Add(LcorrJZBSBem,-1.0);
1411		Tpred->Add(RcorrJZBSBeemm,1.0);
#	Line 1190 \| Line 1498 \| void do_prediction_plot(string jzb, TCan
1498		speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
1499		speciallegBpred->AddEntry(Bpred,"Total background","l");
1500		speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
1501	<	if(PlottingSetup::RestrictToMassPeak) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1501	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1502		else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
1503		// speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
1504		speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
#	Line 1278 \| Line 1586 \| void do_prediction_plot(string jzb, TCan
1586		string ytitle("ratio");
1587		if ( use_data==1 ) ytitle = "data/pred";
1588		//save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1589	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,true,ytitle,BpredSys);//not extending the y range anymore up to 4
1589	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
1590
1591
1592		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1593		// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1594	<	if(PlottingSetup::RestrictToMassPeak) {
1594	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1595		TH1F Bpredem = (TH1F)LcorrJZBeemm->Clone("Bpredem");
1596		Bpredem->Add(RcorrJZBem);
1597		Bpredem->Add(LcorrJZBem,-1);
#	Line 1362 \| Line 1670 \| void do_prediction_plot(string jzb, TCan
1670		delete blankback;
1671
1672		delete BpredSys;
1673	<	if(PlottingSetup::RestrictToMassPeak) {
1673	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1674		delete RcorrJZBSBem;
1675		delete LcorrJZBSBem;
1676		delete RcorrJZBSBeemm;
#	Line 1403 \| Line 1711 \| void do_ratio_plot(int is_data,vector<fl
1711		TH1F *RcorrJZBSBeemm;
1712		TH1F *LcorrJZBSbeemm;
1713
1714	<	if(PlottingSetup::RestrictToMassPeak) {
1714	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1715		RcorrJZBSBem = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1716		LcorrJZBSBem = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1717		RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
#	Line 1415 \| Line 1723 \| void do_ratio_plot(int is_data,vector<fl
1723
1724		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1725		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
1726	<	if(PlottingSetup::RestrictToMassPeak) {
1726	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1727		Bpred->Add(RcorrJZBem,1.0/3);
1728		Bpred->Add(LcorrJZBem,-1.0/3);
1729		Bpred->Add(RcorrJZBSBem,1.0/3);
#	Line 1722 \| Line 2030 \| void draw_pure_jzb_histo(TCut cut,string
2030		datahisto->Draw("same,e1");
2031
2032		TLegend *leg;
2033	<	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
2034	<	else if(!is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
2035	<	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
2036	<	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
2037	<	else {
2038	<	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
2039	<	exit(-1);
2040	<	}
2033	>	if (!PlottingSetup::RestrictToMassPeak\|\|!PlottingSetup::UseSidebandsForcJZB) {
2034	>	if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
2035	>	else leg = allsamples.allbglegend("Same flavor",datahisto);
2036	>	} else {
2037	>	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
2038	>	else if(!is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
2039	>	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
2040	>	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
2041	>	else {
2042	>	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
2043	>	exit(-1);
2044	>	}
2045	>	}
2046		leg->Draw();
2047		string write_cut = decipher_cut(cut,"");
2048		TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
#	Line 1780 \| Line 2093 \| void produce_stretched_jzb_plots(string
2093		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
2094		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
2095		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
2096	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
2097	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
2096	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
2097	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
2098
2099		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
2100		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
2101	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
2102	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
2101	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
2102	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
2103
2104		delete dican;
2105		}
#	Line 1887 \| Line 2200 \| void jzb_plots(string mcjzb, string data
2200		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2201		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2202		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2203	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2204	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
1892	<
2203	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2204	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2205		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);
2206		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);
2207	+	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);
2208
2209		}
2210
#	Line 1899 \| Line 2212 \| void jzb_plots(string mcjzb, string data
2212		if ( !PlottingSetup::Approved ) {
2213		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2214		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2215	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2216	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2215	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2216	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2217		}
2218		delete can;
2219		}
#	Line 1952 \| Line 2265 \| void compute_MC_yields(string mcjzb,vect
2265		TCanvas *yica = new TCanvas("yica","yield canvas");
2266
2267		int nRegions=4;
2268	<	if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
2268	>	if(!PlottingSetup::RestrictToMassPeak\|\|!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
2269		string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
2270		string posneg[] = {"pos","neg"};
2271		TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
#	Line 2243 \| Line 2556 \| float find_one_correction_factor(string
2556		TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2557		cancorr->SetLogz();
2558		cancorr->SetRightMargin(0.13);
2559	<	TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)"&&SpecialCut&&passtrig);
2559	>	TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
2560	>
2561		if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2562		TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2563	+	niceresponseplotd->Sumw2();
2564	+	TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
2565		vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2566		for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2567		if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2568		if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2569
2570		dout << " Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2571	<	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",zptforresponsepresentation*cutWeight);
2571	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
2572	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
2573		}
2574	<
2574	>	niceresponseplotd->Add(emuResponse,-1);
2575	>
2576		niceresponseplotd->SetStats(0);
2577		niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2578		niceresponseplotd->GetYaxis()->SetTitle("Response");
#	Line 2262 \| Line 2580 \| float find_one_correction_factor(string
2580		niceresponseplotd->GetYaxis()->CenterTitle();
2581		niceresponseplotd->Draw("COLZ");
2582		TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2583	+	profd->Rebin(2);
2584		profd->SetMarkerSize(DataMarkerSize);
2585		profd->Fit("pol0","","same,e1",100,400);
2586		DrawPrelim();
#	Line 2281 \| Line 2600 \| float find_one_correction_factor(string
2600		CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2601		delete cancorr;
2602		delete niceresponseplotd;
2603	+	delete profd;
2604		return correction;
2605		}
2606
#	Line 2393 \| Line 2713 \| void save_template(string mcjzb, string
2713		configfile<<"\n\n";
2714		configfile<<"luminosity="<<luminosity<<";\n";
2715		configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
2716	+	configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
2717
2718		configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
2719
#	Line 2440 \| Line 2761 \| void ttbar_sidebands_comparison(string m
2761
2762
2763		if(!doPURW) {
2764	+	dout << "Not doing PU reweighting for ttbar closure test" << endl;
2765		cutWeight="1.0";
2766		// Do it without PU re-weighting
2767		float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
#	Line 2449 \| Line 2771 \| void ttbar_sidebands_comparison(string m
2771
2772		stringstream mcjzbnoPU;
2773		find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2774	<	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	<
2774	>	mcjzb = noPUmcjzb.str();
2775		}
2776
2777	<
2461	<
2462	<
2463	<
2464	<
2777	>
2778		float simulatedlumi = luminosity; //in pb please - adjust to your likings
2779
2780	<	TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2780	>	TH1F *TZem = systsamples.Draw("TZem", mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2781		TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2782		TH1F *TSem;
2783		TH1F *nTSem;
2784	<	TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2784	>	TH1F *TZeemm = systsamples.Draw("TZeemm", mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2785		TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2786		TH1F *TSeemm;
2787		TH1F *nTSeemm;
2788
2789	<	if(PlottingSetup::RestrictToMassPeak) {
2790	<	TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2791	<	nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2792	<	TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2789	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2790	>	TSem = systsamples.Draw("TSem", mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2791	>	nTSem = systsamples.Draw("nTSem", "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2792	>	TSeemm = systsamples.Draw("TSeemm", mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2793		nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2794		}
2795
2796		TCanvas *tcan = new TCanvas("tcan","tcan");
2484	–
2797		tcan->SetLogy(1);
2798
2799		TZeemm->SetLineColor(kBlack);
#	Line 2490 \| Line 2802 \| void ttbar_sidebands_comparison(string m
2802		TZem->SetMarkerColor(kRed);
2803
2804
2805	<	if(PlottingSetup::RestrictToMassPeak) {
2805	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2806		TSem->SetLineColor(TColor::GetColor("#00A616"));
2807		TSeemm->SetLineColor(kMagenta+2);
2808		TSem->SetMarkerColor(TColor::GetColor("#00A616"));
#	Line 2504 \| Line 2816 \| void ttbar_sidebands_comparison(string m
2816		TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2817		histos.push_back(TZem);
2818		histos.push_back(TZeemm);
2819	<	if(PlottingSetup::RestrictToMassPeak) {
2819	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2820		TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2821		TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2822		histos.push_back(TSem);
2823		histos.push_back(TSeemm);
2824		}
2825	<	draw_all_ttbar_histos(tcan,histos,"histo",0.04);
2825	>	draw_all_ttbar_histos(tcan,histos,"histo",1);
2826
2827		TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
2828		leg->AddEntry(TZeemm,"SFZP","l");
2829		leg->AddEntry(TZem,"OFZP","l");
2830	<	if(PlottingSetup::RestrictToMassPeak) {
2830	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2831		leg->AddEntry(TSeemm,"SFSB","l");
2832		leg->AddEntry(TSem,"OFSB","l");
2833		}
#	Line 2526 \| Line 2838 \| void ttbar_sidebands_comparison(string m
2838		TH1F TZeemmcopy = (TH1F)TZeemm->Clone("TZeemmcopy");
2839		TH1F *TSeemmcopy;
2840		TH1F *TSemcopy;
2841	<	if(PlottingSetup::RestrictToMassPeak) {
2841	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2842		TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
2843		TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
2844		}
2845
2846		TZem->Divide(TZeemm);
2847		TZem->SetMarkerStyle(21);
2848	<	if(PlottingSetup::RestrictToMassPeak) {
2848	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2849		TSem->Divide(TZeemm);
2850		TSeemm->Divide(TZeemm);
2851		TSem->SetMarkerStyle(24);
2852		TSeemm->SetMarkerStyle(32);
2853	<	}
2853	>	}
2854
2855		tcan->SetLogy(0);
2856		TZem->GetYaxis()->SetRangeUser(0,2.5);
2857		TZem->GetYaxis()->SetTitle("ratio");
2858		TZem->Draw();
2859	<	if(PlottingSetup::RestrictToMassPeak) {
2859	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2860		TSem->Draw("same");
2861		TSeemm->Draw("same");
2862		}
#	Line 2574 \| Line 2886 \| void ttbar_sidebands_comparison(string m
2886
2887		TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
2888		leg2->AddEntry(TZem,"OFZP / SFZP","ple");
2889	<	if(PlottingSetup::RestrictToMassPeak) {
2889	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2890		leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
2891		leg2->AddEntry(TSem,"OFSB / SFZP","ple");
2892		}
#	Line 2587 \| Line 2899 \| void ttbar_sidebands_comparison(string m
2899		DrawMCPrelim(simulatedlumi);
2900		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
2901
2902	+	if (0) { // Turn this off: we don't need this
2903
2904	<	///-------------- second part: only look at the quantity we actually care about!
2905	<	TH1F leftsfzp = (TH1F)nTZeemm->Clone("leftsfzp");
2906	<	TH1F rightsfzp = (TH1F)TZeemmcopy->Clone("rightsfzp");
2907	<	rightsfzp->Add(leftsfzp,-1);
2908	<	TH1F leftofzp = (TH1F)nTZem->Clone("leftofzp");
2909	<	TH1F rightofzp = (TH1F)TZemcopy->Clone("rightofzp");
2910	<	rightofzp->Add(leftofzp,-1);
2911	<	TH1F *leftofsb;
2912	<	TH1F *rightofsb;
2913	<	TH1F *leftsfsb;
2914	<	TH1F *rightsfsb;
2915	<	if(PlottingSetup::RestrictToMassPeak) {
2916	<	leftofsb = (TH1F*)nTSem->Clone("leftofsb");
2917	<	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2918	<	rightofsb->Add(leftofsb,-1);
2919	<	leftsfsb = (TH1F*)nTSeemm->Clone("leftsfsb");
2920	<	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2921	<	rightsfsb->Add(leftsfsb,-1);
2922	<	}
2904	>	///-------------- second part: only look at the quantity we actually care about!
2905	>	TH1F leftsfzp = (TH1F)nTZeemm->Clone("leftsfzp");
2906	>	TH1F rightsfzp = (TH1F)TZeemmcopy->Clone("rightsfzp");
2907	>	rightsfzp->Add(leftsfzp,-1);
2908	>	TH1F leftofzp = (TH1F)nTZem->Clone("leftofzp");
2909	>	TH1F rightofzp = (TH1F)TZemcopy->Clone("rightofzp");
2910	>	rightofzp->Add(leftofzp,-1);
2911	>	TH1F *leftofsb;
2912	>	TH1F *rightofsb;
2913	>	TH1F *leftsfsb;
2914	>	TH1F *rightsfsb;
2915	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2916	>	leftofsb = (TH1F*)nTSem->Clone("leftofsb");
2917	>	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2918	>	rightofsb->Add(leftofsb,-1);
2919	>	leftsfsb = (TH1F*)nTSeemm->Clone("leftsfsb");
2920	>	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2921	>	rightsfsb->Add(leftsfsb,-1);
2922	>	}
2923
2924	<	tcan->SetLogy(1);
2925	<	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2926	<	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2927	<	rightsfzp->Draw("histo");
2928	<	rightofzp->Draw("histo,same");
2929	<	if(PlottingSetup::RestrictToMassPeak) {
2930	<	rightofsb->Draw("histo,same");
2931	<	rightsfsb->Draw("histo,same");
2932	<	}
2933	<	DrawMCPrelim(simulatedlumi);
2924	>	tcan->SetLogy(1);
2925	>	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2926	>	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2927	>	rightsfzp->Draw("histo");
2928	>	rightofzp->Draw("histo,same");
2929	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2930	>	rightofsb->Draw("histo,same");
2931	>	rightsfsb->Draw("histo,same");
2932	>	}
2933	>	DrawMCPrelim(simulatedlumi);
2934
2935	<	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2936	<	legA->AddEntry(rightsfzp,"SFZP","l");
2937	<	legA->AddEntry(rightofzp,"OFZP","l");
2938	<	if(PlottingSetup::RestrictToMassPeak) {
2939	<	legA->AddEntry(rightofsb,"SFSB","l");
2940	<	legA->AddEntry(rightsfsb,"OFSB","l");
2941	<	}
2942	<	legA->Draw();
2935	>	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2936	>	legA->AddEntry(rightsfzp,"SFZP","l");
2937	>	legA->AddEntry(rightofzp,"OFZP","l");
2938	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2939	>	legA->AddEntry(rightofsb,"SFSB","l");
2940	>	legA->AddEntry(rightsfsb,"OFSB","l");
2941	>	}
2942	>	legA->Draw();
2943
2944	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2944	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2945
2946	<	tcan->SetLogy(0);
2947	<	rightofzp->Divide(rightsfzp);
2948	<	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2949	<	rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2950	<	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2951	<	rightofzp->Draw();
2952	<	if(PlottingSetup::RestrictToMassPeak) {
2953	<	rightofsb->Divide(rightsfzp);
2954	<	rightsfsb->Divide(rightsfzp);
2955	<	rightofsb->Draw("same");
2956	<	rightsfsb->Draw("same");
2957	<	}
2958	<
2959	<	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2960	<	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2961	<	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2962	<
2963	<	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2964	<	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2965	<	center2->SetLineColor(kBlue);
2966	<
2967	<	top2->Draw("same");
2968	<	center2->Draw("same");
2969	<	bottom2->Draw("same");
2970	<
2971	<	rightofzp->SetMarkerStyle(21);
2972	<	if(PlottingSetup::RestrictToMassPeak) {
2973	<	rightofsb->SetMarkerStyle(24);
2974	<	rightsfsb->SetMarkerStyle(32);
2975	<	}
2976	<
2977	<	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2978	<	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2979	<	if(PlottingSetup::RestrictToMassPeak) {
2980	<	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2981	<	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2982	<	}
2983	<	leg3->AddEntry(bottom,"syst. envelope","l");
2984	<	leg3->SetX1(0.25);leg3->SetX2(0.6);
2985	<	leg3->SetY1(0.65);
2946	>	tcan->SetLogy(0);
2947	>	rightofzp->Divide(rightsfzp);
2948	>	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2949	>	rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2950	>	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2951	>	rightofzp->Draw();
2952	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2953	>	rightofsb->Divide(rightsfzp);
2954	>	rightsfsb->Divide(rightsfzp);
2955	>	rightofsb->Draw("same");
2956	>	rightsfsb->Draw("same");
2957	>	}
2958	>
2959	>	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2960	>	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2961	>	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2962	>
2963	>	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2964	>	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2965	>	center2->SetLineColor(kBlue);
2966	>
2967	>	top2->Draw("same");
2968	>	center2->Draw("same");
2969	>	bottom2->Draw("same");
2970	>
2971	>	rightofzp->SetMarkerStyle(21);
2972	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2973	>	rightofsb->SetMarkerStyle(24);
2974	>	rightsfsb->SetMarkerStyle(32);
2975	>	}
2976	>
2977	>	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2978	>	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2979	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2980	>	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2981	>	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2982	>	}
2983	>	leg3->AddEntry(bottom,"syst. envelope","l");
2984	>	leg3->SetX1(0.25);leg3->SetX2(0.6);
2985	>	leg3->SetY1(0.65);
2986
2987	<	leg3->Draw("same");
2987	>	leg3->Draw("same");
2988
2989	<	DrawMCPrelim(simulatedlumi);
2990	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2989	>	DrawMCPrelim(simulatedlumi);
2990	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2991	>
2992	>	}
2993
2994		delete TZem;
2995		delete nTZem;
2996		delete TZeemm;
2997		delete nTZeemm;
2998	<	if(PlottingSetup::RestrictToMassPeak) {
2998	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2999		delete TSem;
3000		delete nTSem;
3001		delete TSeemm;
#	Line 2721 \| Line 3036 \| void ttbar_sidebands_comparison(string m
3036		nicer_binning.push_back(100);
3037		nicer_binning.push_back(125);
3038		nicer_binning.push_back(150);
3039	<	nicer_binning.push_back(175);
3039	>	//nicer_binning.push_back(175);
3040		nicer_binning.push_back(200);
3041	<	nicer_binning.push_back(230);
3042	<	nicer_binning.push_back(280);
3041	>	nicer_binning.push_back(250);
3042	>	nicer_binning.push_back(300);
3043		nicer_binning.push_back(400);
3044
3045		ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
#	Line 2733 \| Line 3048 \| void ttbar_sidebands_comparison(string m
3048
3049		void zjets_prediction_comparison(string mcjzbWithPUa) {
3050		TCanvas *zcan = new TCanvas("zcan","zcan");
3051	<	zcan->SetLogy(1);
3051	>	// zcan->SetLogy(1);
3052		TCut weightbackup=cutWeight;
3053	<
3054	<
3055	<	// Do it without PU re-weighting
3056	<	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3057	<	stringstream resultsNoPU;
3058	<	stringstream noPUdatajzb;
3059	<	stringstream noPUmcjzb;
3060	<
3061	<	stringstream mcjzbnoPU;
3062	<	// void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb)
3063	<	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
3064	<	if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
3065	<	else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
3066	<	dout << "The peak corrected JZB expression for MC without pileup is : " << mcjzbnoPU.str() << endl;
3067	<
3068	<	string mcjzb = mcjzbnoPU.str();
3069	<
3070	<	cutWeight="1.0";
3053	>
3054	>	bool UsePURW=false;
3055	>
3056	>
3057	>	string mcjzb;
3058	>	if(UsePURW) {
3059	>	mcjzb=mcjzbWithPUa;
3060	>	} else {
3061	>	// Do it without PU re-weighting
3062	>	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3063	>	stringstream resultsNoPU;
3064	>	stringstream noPUdatajzb;
3065	>	stringstream noPUmcjzb;
3066	>
3067	>	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
3068	>	dout << "The peak corrected JZB expression for MC without pileup is : " << noPUmcjzb.str() << endl;
3069	>
3070	>	mcjzb = noPUmcjzb.str();
3071	>
3072	>	cutWeight="1.0";
3073	>	}
3074
3075
3076		vector<float> binning;
#	Line 2760 \| Line 3078 \| void zjets_prediction_comparison(string
3078		binning.push_back(10);
3079		binning.push_back(20);
3080		binning.push_back(40);
3081	<	// binning.push_back(80);
3081	>	binning.push_back(60);
3082	>	// binning.push_back(50);
3083	>	// binning.push_back(60);
3084	>	// binning.push_back(70);
3085	>	// binning.push_back(80);
3086	>	// binning.push_back(90);
3087		binning.push_back(100);
3088	<	// float sbg_min=0.;
2766	<	// float sbg_max=100.;
2767	<	// int sbg_nbins=5;
3088	>
3089		float simulatedlumi = luminosity;//in pb please - adjust to your likings
3090
3091		TCut kPos((mcjzb+">0").c_str());
3092		TCut kNeg((mcjzb+"<0").c_str());
3093		string var( "abs("+mcjzb+")" );
3094	+
3095	+	TCut notTau("abs(genMID1)!=15");
3096	+	TCut ONLYTau("mll>20");
3097	+
3098
3099	<	TCut kcut(cutmass&&cutOSSF&&cutnJets);
3100	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3101	<	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3099	>	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3100	>	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3101	>
3102		hJZBpos->SetLineColor(kBlack);
3103		hJZBneg->SetLineColor(kRed);
3104
#	Line 2782 \| Line 3107 \| void zjets_prediction_comparison(string
3107		hJZBneg->Draw("same,hist");
3108		hJZBpos->Draw("same,e1"); // So it's on top...
3109
3110	<	TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
3110	>	TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
3111		leg->AddEntry(hJZBpos,"Observed","pe");
3112		leg->AddEntry(hJZBneg,"Predicted","l");
3113		leg->Draw("same");
3114		DrawMCPrelim(simulatedlumi);
3115	<	CompleteSave(zcan,"Systematics/zjets_prediction");
3115	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
3116
3117		TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
3118		hratio->Divide(hJZBneg);
3119
3120		for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
3121	<	cout << "Positive: " << hJZBpos->GetBinContent(i) << " vs Negative : " << hJZBneg->GetBinContent(i) << endl;
3121	>	cout << "Positive: " << hJZBpos->GetBinContent(i) << " vs Negative : " << hJZBneg->GetBinContent(i) << " (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
3122		}
3123
3124		zcan->SetLogy(0);
3125	<	hratio->GetYaxis()->SetRangeUser(0,2.5);
3125	>	hratio->GetYaxis()->SetRangeUser(0,2.0);
3126		hratio->GetYaxis()->SetTitle("Observed/Predicted");
3127		hratio->Draw("e1");
3128
#	Line 2814 \| Line 3139 \| void zjets_prediction_comparison(string
3139		center->Draw("same");
3140		bottom->Draw("same");
3141
3142	<	TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
3142	>	TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3143		leg2->AddEntry(hratio,"obs / pred","pe");
3144		leg2->AddEntry(bottom,"syst. envelope","l");
3145		leg2->Draw("same");
3146		DrawMCPrelim(simulatedlumi);
3147	<	CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
3147	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
3148	>
3149	>	TCut reducedNJets(cutnJets);
3150	>
3151	>	TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3152	>	TH1F *LcorrJZBeemm = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3153	>	TH1F *RcorrJZBem = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3154	>	TH1F *LcorrJZBem = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3155	>
3156	>	TH1F *RcorrJZBSBem;
3157	>	TH1F *LcorrJZBSBem;
3158	>	TH1F *RcorrJZBSBeemm;
3159	>	TH1F *LcorrJZBSBeemm;
3160	>
3161	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3162	>	RcorrJZBSBem = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3163	>	LcorrJZBSBem = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3164	>	RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3165	>	LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3166	>	}
3167	>
3168	>	TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3169	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3170	>	Bpred->Add(RcorrJZBem,1.0/3.);
3171	>	Bpred->Add(LcorrJZBem,-1.0/3.);
3172	>	Bpred->Add(RcorrJZBSBem,1.0/3.);
3173	>	Bpred->Add(LcorrJZBSBem,-1.0/3.);
3174	>	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3175	>	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3176	>	} else {
3177	>	Bpred->Add(RcorrJZBem,1.0);
3178	>	Bpred->Add(LcorrJZBem,-1.0);
3179	>	}
3180	>
3181	>	Bpred->SetLineColor(kRed);
3182	>
3183	>	TAUhJZBpos->SetLineColor(kBlack);
3184	>	Bpred->SetLineColor(kRed);
3185	>
3186	>	TAUhJZBpos->SetMinimum(1.0);
3187	>	TAUhJZBpos->Draw("e1");
3188	>	Bpred->Draw("same,hist");
3189	>	TAUhJZBpos->Draw("same,e1");
3190	>
3191	>	TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
3192	>	TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
3193	>	TAUleg->AddEntry(Bpred,"Predicted","l");
3194	>	TAUleg->Draw("same");
3195	>	DrawMCPrelim(simulatedlumi);
3196	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
3197	>
3198	>	TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
3199	>	TAUhratio->Divide(Bpred);
3200	>
3201	>	for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
3202	>	cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << " vs predicted : " << Bpred->GetBinContent(i) << " (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
3203	>	}
3204	>
3205	>	zcan->SetLogy(0);
3206	>	TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
3207	>	TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
3208	>	TAUhratio->Draw("e1");
3209	>
3210	>	top->Draw("same");
3211	>	center->Draw("same");
3212	>	bottom->Draw("same");
3213	>
3214	>	TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow #tau#tau",0.25,0.75,false);
3215	>	TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
3216	>	TAUleg2->AddEntry(bottom,"syst. envelope","l");
3217	>	TAUleg2->Draw("same");
3218	>	DrawMCPrelim(simulatedlumi);
3219	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
3220	>
3221	>	delete Bpred;
3222	>	delete TAUhJZBpos;
3223	>	delete LcorrJZBeemm;
3224	>	delete RcorrJZBem;
3225	>	delete LcorrJZBem;
3226	>
3227	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3228	>	delete RcorrJZBSBem;
3229	>	delete LcorrJZBSBem;
3230	>	delete RcorrJZBSBeemm;
3231	>	delete LcorrJZBSBeemm;
3232	>	}
3233	>
3234
3235		delete zcan;
3236		cutWeight=weightbackup;
#	Line 2878 \| Line 3289 \| void make_table(samplecollection &coll,
3289		TH1F *RcorrJZBSBeemm;
3290		TH1F *LcorrJZBSBeemm;
3291
3292	<	if(PlottingSetup::RestrictToMassPeak) {
3292	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3293		RcorrJZBSBem = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3294		LcorrJZBSBem = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3295		RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
#	Line 2886 \| Line 3297 \| void make_table(samplecollection &coll,
3297		}
3298
3299		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3300	<	if(PlottingSetup::RestrictToMassPeak) {
3300	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3301		Bpred->Add(RcorrJZBem,1.0/3.);
3302		Bpred->Add(LcorrJZBem,-1.0/3.);
3303		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 3097 \| Line 3508 \| void qcd_plots(string datajzb, string mc
3508		TH1F *JRcorrJZBSBeemm;
3509		TH1F *JLcorrJZBSBeemm;
3510
3511	<	if(PlottingSetup::RestrictToMassPeak) {
3511	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3512		RcorrJZBSBem = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3513		LcorrJZBSBem = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3514		RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 3118 \| Line 3529 \| void qcd_plots(string datajzb, string mc
3529
3530		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3531		TH1F JBpred = (TH1F)JLcorrJZBeemm->Clone("Bpred");
3532	<	if(PlottingSetup::RestrictToMassPeak) {
3532	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3533		Bpred->Add(RcorrJZBem,1.0/3.);
3534		Bpred->Add(LcorrJZBem,-1.0/3.);
3535		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 3188 \| Line 3599 \| void qcd_plots(string datajzb, string mc
3599		dout << "______________________________________________" << endl;
3600		dout << "How QCD shows up in the different regions: " << endl;
3601		dout << "OSSF: " << endl;
3602	<	if(PlottingSetup::RestrictToMassPeak) {
3602	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3603		dout << " Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3604		dout << " sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
3605		} else {
3606		dout << " " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3607		}
3608		dout << "OSOF: " << endl;
3609	<	if(PlottingSetup::RestrictToMassPeak) {
3609	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3610		dout << " Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3611		dout << " sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
3612		} else {
3613		dout << " Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3614		}
3615		dout << "Therefore: " << endl;
3616	<	if(PlottingSetup::RestrictToMassPeak) {
3616	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3617		dout << " Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
3618		dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
3619		dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
#	Line 3218 \| Line 3629 \| void qcd_plots(string datajzb, string mc
3629		for(int i=0;i<(int)bins.size();i++) {
3630		dout << " JZB > " << bins[i] << " : " << endl;
3631		dout << " Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
3632	<	if(PlottingSetup::RestrictToMassPeak) {
3632	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3633		dout << " Prediction increases by : " << LcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + (1.0/3)*(RcorrJZBSBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBSBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBSBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBSBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX())) << endl;
3634		} else {
3635		dout << " Prediction increases by : " << LcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
#	Line 3232 \| Line 3643 \| void qcd_plots(string datajzb, string mc
3643		if(LcorrJZBem) delete LcorrJZBem;
3644		if(RcorrJZBeemm) delete RcorrJZBeemm;
3645		if(LcorrJZBeemm) delete LcorrJZBeemm;
3646	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
3647	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
3648	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3649	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3646	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
3647	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
3648	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3649	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3650		}
3651
3652		void check_ptsanity() {
#	Line 3332 \| Line 3743 \| void do_mlls_plot(string mcjzb) {
3743		}
3744		}
3745
3746	<	void met_vs_jzb_plots() {
3746	>	void met_vs_jzb_plots(string datajzb, string mcjzb) {
3747
3748		TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
3749		canmetjzb->SetRightMargin(0.16);
#	Line 3341 \| Line 3752 \| void met_vs_jzb_plots() {
3752		findme.push_back("DY");
3753		findme.push_back("TTJets");
3754		findme.push_back("LM");
3755	<
3755	>	/*
3756		for(int ifind=0;ifind<(int)findme.size();ifind++) {
3757		vector<int> selsamples = allsamples.FindSample(findme[ifind]);
3758		TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
3759		for(int isel=0;isel<(int)selsamples.size();isel++) {
3760	<	cout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3761	<	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF);
3760	>	dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3761	>	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
3762		}
3763		metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
3764		metvsjzb->SetStats(0);
#	Line 3361 \| Line 3772 \| void met_vs_jzb_plots() {
3772		title->Draw();
3773		CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
3774		}
3775	+	*/
3776	+
3777	+	dout << "About to produce MET plot for DY split up by JZB" << endl;
3778	+
3779	+	int nbins=14;
3780	+	float low=0;
3781	+	float high=140;
3782	+
3783	+	stringstream sLEFT;
3784	+	sLEFT << "((" << mcjzb << ")<0)";
3785	+	TCut LEFT(sLEFT.str().c_str());
3786	+	stringstream sRIGHT;
3787	+	sRIGHT << "((" << mcjzb << ")>0)";
3788	+	TCut RIGHT(sRIGHT.str().c_str());
3789	+
3790	+	TH1F *metleft = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3791	+	TH1F *metleftO = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3792	+	TH1F *metright = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3793	+	TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3794	+
3795	+
3796	+	TH1F Bpred = (TH1F)metleft->Clone("Bpred");
3797	+	Bpred->Add(metleftO,-1);
3798	+	Bpred->Add(metrightO);
3799	+	TH1F obs = (TH1F)metright->Clone("obs");
3800	+
3801	+	metleft->Add(metleftO,-1);
3802	+	metright->Add(metrightO,-1);
3803	+
3804	+	metleft->SetLineColor(kRed);
3805	+	metright->SetLineColor(kBlack);
3806	+	TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
3807	+	metpad->cd();
3808	+	metpad->SetLogy(1);
3809	+	metleft->Draw("histo");
3810	+	metright->Draw("same");
3811	+	TLegend *lg = make_legend();
3812	+	lg->SetX1(0.5);
3813	+	lg->SetY1(0.7);
3814	+	lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
3815	+	lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
3816	+	lg->SetHeader("DY");
3817	+
3818	+	lg->Draw();
3819	+	save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
3820	+
3821	+	TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
3822	+	metpad3->cd();
3823	+	metpad3->SetLogy(1);
3824	+	Bpred->SetLineColor(kRed);
3825	+	Bpred->Draw("histo");
3826	+	obs->SetLineColor(kBlack);
3827	+	obs->Draw("same");
3828	+	TLegend *lg2 = make_legend();
3829	+	lg2->SetX1(0.5);
3830	+	lg2->SetY1(0.7);
3831	+	lg2->AddEntry(obs,"observed","P");
3832	+	lg2->AddEntry(Bpred,"predicted","L");
3833	+	lg2->SetHeader("DY");
3834	+
3835	+	lg2->Draw();
3836	+
3837	+	save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
3838	+
3839	+	TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
3840	+	metpad2->cd();
3841	+	metpad2->SetLogy(1);
3842	+
3843	+	TH1F *metlefta = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3844	+	TH1F *metleftOa = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3845	+	TH1F *metrighta = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3846	+	TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3847	+
3848	+	metlefta->Add(metleftOa,-1);
3849	+	metrighta->Add(metrightOa,-1);
3850	+
3851	+	metlefta->SetLineColor(kRed);
3852	+	metpad2->cd();
3853	+	metlefta->Draw("histo");
3854	+	metrighta->Draw("same");
3855	+	lg->Draw();
3856	+	save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
3857	+
3858	+	delete Bpred;
3859	+	delete obs;
3860	+
3861	+	float newhigh=300;
3862	+	int newNBins=30;
3863	+
3864	+	TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
3865	+	TH1F *Ametleft = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
3866	+	TH1F *AmetleftO = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
3867	+	TH1F *Ametright = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
3868	+	TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
3869	+
3870	+	TH1F aBpred = (TH1F)Ametleft->Clone("aBpred");
3871	+	aBpred->Add(AmetleftO,-1);
3872	+	aBpred->Add(AmetrightO);
3873	+	aBpred->SetLineColor(kRed);
3874	+
3875	+	TH1F aobs = (TH1F)Ametright->Clone("aobs");
3876	+	metpad4->cd();
3877	+	metpad4->SetLogy(1);
3878	+	aobs->Draw();
3879	+	aBpred->Draw("histo,same");
3880	+	aobs->Draw("same");
3881	+	lg->SetHeader("All MC");
3882	+	lg->Draw();
3883	+	save_with_ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
3884	+
3885	+
3886	+	delete lg;
3887	+	delete canmetjzb;
3888	+	delete metleft;
3889	+	delete metleftO;
3890	+	delete metright;
3891	+	delete metrightO;
3892		}
3893
3894

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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 1.61 by fronga, Fri Sep 7 13:05:33 2012 UTC

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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 1.61 by fronga, Fri Sep 7 13:05:33 2012 UTC