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

Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.20 by buchmann, Wed May 23 16:02:03 2012 UTC vs.
Revision 1.59 by fronga, Fri Sep 7 09:46:46 2012 UTC

#	Line 28 \| Line 28 \| void todo() {
28		dout << "Info : The pt requirement is currently set to " << (const char*) passtrig << endl;
29		dout << "Info : The mll requirement is currently set to " << (const char*) cutmass << endl;
30		dout << "Info : The lepton requirement is currently set to " << (const char*) leptoncut << endl;
31	+	dout << "Info : The weight applied to all MC is " << (const char*) cutWeight << endl;
32		}
33
34	<	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &DataSigma, stringstream &result, bool doPUreweighting = true )
34	>
35	>
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;
40		if ( !doPUreweighting ) cutWeight="1.0";
41	<
41	>
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,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,mc, luminosity);
50	<	TH1F *rawJZBeemmData = allsamples.Draw("rawJZBeemmData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
51	<	TH1F *rawJZBemMC = allsamples.Draw("rawJZBemMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,mc, luminosity);
52	<	TH1F *rawJZBemData = allsamples.Draw("rawJZBemData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,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,100, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("TTJet"));
58	<	MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
59	<	DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
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 {
63		TH1F reducedMC = (TH1F)rawJZBeemmMC->Clone();
#	Line 55 \| Line 65 \| void find_peaks(float &MCPeak,float &MCP
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);
69	<	DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
70	<
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		}
73
74		// Revert to original PU reweighting
#	Line 65 \| Line 76 \| void find_peaks(float &MCPeak,float &MCP
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;
86	>	delete rawJZBemMC;
87		delete tempcan;
88		}
89
90	<	void make_special_obs_pred_mll_plot(string mcjzb, float jzbthreshold) {
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	>
99	>	float mcpeak, datapeak;
100	>	float mcpeakerr, datapeakerr;
101	>
102	>	float mceepeak,mcmmpeak;
103	>	float mceepeakerr,mcmmpeakerr;
104	>
105	>	float datammpeak,dataeepeak;
106	>	float datammpeakerr,dataeepeakerr;
107	>
108	>	float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
109	>
110	>	dout << "Finding global peak : " << endl;
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(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(SpecialCut&&TCut("id1==1"),SwitchOffNJetsCut,mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
118	>
119	>	datajzb << "(" << jzbvariabledata;
120	>	mcjzb << "(" << jzbvariablemc;
121	>
122	>	if(dataeepeak>0) datajzb << "- (id1==id2)(id1==0)" << TMath::Abs(dataeepeak) << " ";
123	>	else datajzb << "+ (id1==id2)(id1==0)" << TMath::Abs(dataeepeak) << " ";
124	>
125	>	if(datammpeak>0) datajzb << "- (id1==id2)(id1==1)" << TMath::Abs(datammpeak) << " ";
126	>	else datajzb << "+ (id1==id2)(id1==1)" << TMath::Abs(datammpeak) << " ";
127	>
128	>	if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
129	>	else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
130	>
131	>	datajzb << ")";
132	>
133	>	if(mceepeak>0) mcjzb << "- (id1==id2)(id1==0)" << TMath::Abs(mceepeak) << " ";
134	>	else mcjzb << "+ (id1==id2)(id1==0)" << TMath::Abs(mceepeak) << " ";
135	>
136	>	if(mcmmpeak>0) mcjzb << "- (id1==id2)(id1==1)" << TMath::Abs(mcmmpeak) << " ";
137	>	else mcjzb << "+ (id1==id2)(id1==1)" << TMath::Abs(mcmmpeak) << " ";
138	>
139	>	if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
140	>	else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
141	>
142	>	mcjzb << ")";
143	>
144	>	} else {
145	>	datajzb << "(" << jzbvariabledata;
146	>	mcjzb << "(" << jzbvariablemc;
147	>
148	>	if(datapeak>0) datajzb << "- " << TMath::Abs(datapeak) << " ";
149	>	else datajzb << "+ " << TMath::Abs(datapeak) << " ";
150	>
151	>	datajzb << ")";
152	>
153	>	if(mcpeak>0) mcjzb << "- " << TMath::Abs(mcpeak) << " ";
154	>	else mcjzb << "+ " << TMath::Abs(mcpeak) << " ";
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, float binWidth = 5.0) {
169		float min=70.0;
170		float max=115.0;
171		if(!PlottingSetup::RestrictToMassPeak) {
172	<	min=10;
173	<	max=150;
172	>	min=20;
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
179		stringstream largerzeroS;
180	<	largerzeroS << "(" << mcjzb << ">" << jzbthreshold << ")";
181	<	TCut largerzero(largerzeroS.str().c_str());
180	>	largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
181	>	TCut largerzeroD(largerzeroS.str().c_str());
182
183		stringstream smallerzeroS;
184	<	smallerzeroS << "(" << mcjzb << "<-" << jzbthreshold << ")";
185	<	TCut smallerzero(smallerzeroS.str().c_str());
186	<
187	<	TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,data,luminosity);
188	<	THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,mc,luminosity);
189	<	TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,data,luminosity);
190	<	TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,data,luminosity);
191	<	TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,data,luminosity);
184	>	smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
185	>	TCut smallerzeroD(smallerzeroS.str().c_str());
186	>
187	>
188	>	stringstream largerzeroMS;
189	>	largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
190	>	TCut largerzeroM(largerzeroMS.str().c_str());
191	>
192	>	TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,data,luminosity);
193	>	THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
194	>	TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,data,luminosity);
195	>	TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,data,luminosity);
196	>	TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,data,luminosity);
197
198		TH1F *RcorrJZBSBem;
199		TH1F *LcorrJZBSBem;
#	Line 104 \| Line 202 \| void make_special_obs_pred_mll_plot(stri
202
203		// TH1F *RcorrJZBeemmNoS;
204
205	<	if(PlottingSetup::RestrictToMassPeak) {
206	<	RcorrJZBSBem = allsamples.Draw("RcorrJZBSBem", "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,data, luminosity);
207	<	LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem", "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,data, luminosity);
208	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,data, luminosity);
209	<	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,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	<
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	>	// 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 140 \| Line 242 \| void make_special_obs_pred_mll_plot(stri
242		stringstream saveas;
243		saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
244		CompleteSave(ckin,saveas.str());
245	<
245	>
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("",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	>
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 239 \| 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, "Old 5/fb", "PL");
497	+	mleg->AddEntry(data2, "New x/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 268 \| 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;
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		}
583	<	if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
584	<	if(Contains(filename,"mll_aboveJZB100")) cut=cutOSSF&&cutnJets&&ibasiccut;
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") datahisto->SetMinimum(1);
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	+	if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
609	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
610
611	<	datahisto->SetMaximum(5.3*datahisto->GetMaximum());
304	<	datahisto->Draw("e1");
305	<	ckin->Update();
611	>	cout << "******** Cut used : " << (const char*) cut << endl;
612		if(loadlastminmax) {
613		datahisto->SetMinimum(lastrange_min);
614		datahisto->SetMaximum(lastrange_max);
#	Line 312 \| 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 355 \| 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 362 \| 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 379 \| 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";
389	–	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","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
716	<	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",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 419 \| 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 429 \| 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 = true;
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)),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("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets",doPF);
784	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
785	<	if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
786	<	stringstream jzbcut;
787	<	jzbcut << "((is_data&&("<<datajzb<<")>100)\|\|(!is_data&&("<<mcjzb<<")>100))";
788	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
789	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_aboveJZB100",doPF,true);
790	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
791	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_aboveJZB100",doPF,true);
792	<	stringstream jzbcut2;
793	<	jzbcut2 << "((is_data&&("<<datajzb<<")>150)\|\|(!is_data&&("<<mcjzb<<")>150))";
794	<	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
795	<	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_aboveJZB150",doPF,true);
796	<	stringstream jzbcut3;
797	<	jzbcut3 << "((is_data&&("<<datajzb<<")>50)\|\|(!is_data&&("<<mcjzb<<")>50))";
798	<	make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true); make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_aboveJZB50",doPF,true,true);
799	<
800	<	make_special_obs_pred_mll_plot(mcjzb,0);
801	<	make_special_obs_pred_mll_plot(mcjzb,50);
802	<	make_special_obs_pred_mll_plot(mcjzb,100);
803	<	make_special_obs_pred_mll_plot(mcjzb,150);
804	<	make_special_obs_pred_mll_plot(mcjzb,200);
805	<	make_special_obs_pred_mll_plot(mcjzb,250);
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("iso1", "met[4]>100", 20, 0, 0.3, true, "lepton 1 isolation", "iso1");
774	>	make_OFSF_plots("iso2", "met[4]>100", 20, 0, 0.3, true, "lepton 2 isolation", "iso2");
775	>	// make_OFSF_plots("pt1", "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1");
776	>	// make_OFSF_plots("pt2", "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2");
777	>	make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", 0.15);
778	>	make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", 0.15);
779	>	// make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", 0.2);
780	>	// make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", 0.2);
781	>	// make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", 0.2);
782	>	make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(jet1,MET)\|", "dphij1met", 0.2);
783	>	make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(l1,l2)\|", "dphi", 0.2);
784	>	// make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(l1,MET)\|", "dphiMet1", 0.2);
785	>	// make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(l2,MET)\|", "dphiMet2", 0.2);
786	>	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");
787	>	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");
788	>	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");
789	>	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");
790	>	}
791	>
792	>	if ( doDataComp && !PlottingSetup::openBox ) {
793	>	TCut mllCut("");
794	>	if ( !PlottingSetup::openBox ) mllCut = "mll>120";
795	>
796	>	TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
797	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut, 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig");
798	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee");
799	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm");
800	>
801	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
802	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0&&pfJetGoodNumBtag30==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee_btagVeto");
803	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1&&pfJetGoodNumBtag30==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm_btagVeto");
804	>
805	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
806	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0&&pfJetGoodNumBtag30>0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee_AtLeastOneBJet");
807	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1&&pfJetGoodNumBtag30>0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm_AtLeastOneBJet");
808	>
809	>	make_data_comparison_plot("mll", cutOSOF&&cutSignal, 60, 20., 320.,-1., false, "m_{ll}", "mll_OF_sig");
810	>	make_data_comparison_plot("mll", cutmass&&"met[4]>100&&met[4]<150&&pfJetGoodNum40<3", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_CR");
811	>	}
812	>
813	>
814	>	if ( doKin ) {
815	>	string mllCut("");
816	>	if ( !PlottingSetup::openBox ) mllCut = "&&mll>120";
817	>
818	>	// Plots in signal region
819	>	make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
820	>	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);
821	>	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);
822	>	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);
823	>	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);
824	>
825	>	make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
826	>	make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
827	>
828	>	// Further inclusive invariant mass plots
829	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
830	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
831	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
832	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
833	>
834	>	//make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
835	>	//if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
836	>
837	>	//make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
838	>	//make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"\|#Delta#phi(jet1,MET)\|","dphiJ1MET",doPF,true);
839	>
840	>	// Number of jets
841	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
842	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
843	>	//make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
844	>
845	>	// Others
846	>	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
847	>	// make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
848	>	// make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
849	>	make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
850	>	make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
851	>	make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
852	>	make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
853	>	make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
854	>	// stringstream jzbcut;
855	>	// jzbcut << "((is_data&&("<<datajzb<<")>100)\|\|(!is_data&&("<<mcjzb<<")>100))";
856	>	// make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
857	>	// 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);
858	>	// 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);
859	>	// 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);
860	>	// stringstream jzbcut2;
861	>	// jzbcut2 << "((is_data&&("<<datajzb<<")>150)\|\|(!is_data&&("<<mcjzb<<")>150))";
862	>	// make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
863	>	// 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);
864	>	// 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);
865	>	// 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);
866	>	// stringstream jzbcut3;
867	>	// jzbcut3 << "((is_data&&("<<datajzb<<")>50)\|\|(!is_data&&("<<mcjzb<<")>50))";
868	>	// make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
869	>	// 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);
870	>	// 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);
871	>	// 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);
872	>
873	>	// 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);
874	>	//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);
875	>	//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);
876	>	}
877	>
878	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
879	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
880	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
881	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
882	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
883	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
884	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
885	>
886	>	// make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
887	>	// make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
888	>
889		}
890
891		void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
892		int nbins, float xmin, float xmax, bool log,
893		float ymin=0, float ymax=0, bool leftJustified=false ) {
894	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
894	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
895
896		TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
897		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__));
898	<	if(var=="numVtx") cutWeight=TCut("1.0");
898	>	//if(var=="numVtx") cutWeight=TCut("1.0");
899		TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
900		TCut jzbMC[] = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
901
902		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
903		int nRegions=4;
904	<	if(!PlottingSetup::RestrictToMassPeak) {
904	>	if(!PlottingSetup::RestrictToMassPeak\|\|!PlottingSetup::UseSidebandsForcJZB) {
905		nRegions=2;
906		}
907
#	Line 511 \| Line 919 \| void make_comp_plot( string var, string
919		TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
920		ccomp->SetLogy(log);
921		TH1F *datahisto = allsamples.Draw("datahisto", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
922	<	TH1F *lm4histo = signalsamples.Draw("lm4histo", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
922	>	TH1F *lm3histo = signalsamples.Draw("lm3histo", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
923		THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb], mc, luminosity);
924		datahisto->SetMarkerSize(DataMarkerSize);
925		if (ymax>ymin) datahisto->SetMaximum(ymax);
926	<	lm4histo->SetLineStyle(2);
926	>	lm3histo->SetLineStyle(2);
927		datahisto->Draw("e1");
928		mcstack.Draw("same");
929		datahisto->Draw("same,e1");
930	<	// lm4histo->Draw("hist,same");
930	>	lm3histo->Draw("hist,same");
931		TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
932		if ( leftJustified ) {
933		Float_t w = kinleg->GetX2()-kinleg->GetX1();
934		kinleg->SetX1(0.2);
935		kinleg->SetX2(0.2+w);
936		}
937	<	// kinleg->AddEntry(lm4histo,"LM4","l");
937	>	kinleg->AddEntry(lm3histo,"LM3","l");
938		kinleg->Draw();
939		TText* write_variable = write_text(0.99,0.01,var);
940		write_variable->SetTextAlign(31);
#	Line 535 \| Line 943 \| void make_comp_plot( string var, string
943		CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
944		delete datahisto;
945		delete ccomp;
946	<	delete lm4histo;
946	>	delete lm3histo;
947		}
948		cutWeight=weightbackup;
949		}
#	Line 545 \| Line 953 \| void region_comparison_plots(string mcjz
953		dout << "Creating comparison plots for signal and control regions" << endl;
954		// Compare a few quantities in the signal region and all 7 control regions
955
956	<	switch_overunderflow(true); // switching overflow/underflow bins on
956	>	// switch_overunderflow(true); // switching overflow/underflow bins on
957
958
959		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
#	Line 553 \| Line 961 \| void region_comparison_plots(string mcjz
961		float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
962		float mll_low=50;float mll_high=170;
963		if(!PlottingSetup::RestrictToMassPeak) {
964	<	mll_high=200;
965	<	mll_low=50;
964	>	mll_high=300;
965	>	mll_low=20;
966		}
967	<	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
967	>	make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
968	>	make_comp_plot("TMath::Abs(pfJetDphiMet[0])","\|#Delta#phi(jet1,MET)\|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
969	>
970	>	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
971		make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
972	<	make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
972	>	make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
973	>	make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
974		make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
975	<	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
975	>	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
976		make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
977		make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
978	+	make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
979	+	make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
980		}
981
982		switch_overunderflow(false); // switching overflow/underflow bins off
#	Line 761 \| Line 1175 \| *vector<TF1> do_extended_fit_to_plot(TH1**
1175		// 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)
1176		TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
1177		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1178	<	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);
1178	>	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);
1179
1180
1181		TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
#	Line 856 \| Line 1270 \| if you want to start from scratch (witho
1270		return return_functions;
1271		}
1272
1273	<	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false,string subdir="" )
1273	>	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
1274		{
1275	<	// note: sigma is not used ATM
862	<	switch_overunderflow(true);
1275	>	// switch_overunderflow(true);
1276		bool is_data=false;
1277		bool use_signal=false;
1278		if(use_data==1) is_data=true;
#	Line 869 \| Line 1282 \| void do_prediction_plot(string jzb, TCan
1282		float low=0;
1283		float hi=500;
1284
872	–	stringstream largerzeroS;
873	–	largerzeroS << "("<<jzb<<">0)";
874	–	TCut largerzero(largerzeroS.str().c_str());
875	–	stringstream smallerzeroS;
876	–	smallerzeroS << "("<<jzb<<"<0)";
877	–	TCut smallerzero(smallerzeroS.str().c_str());
878	–
1285		TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
1286	<	TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1287	<	TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1288	<	TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1289	<	TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1286	>	TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1287	>	TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1288	>	TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1289	>	TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1290
1291		blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
1292		blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
#	Line 897 \| Line 1303 \| void do_prediction_plot(string jzb, TCan
1303
1304		//these are for the ratio
1305
1306	<	TH1F *JRcorrJZBeemm = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1307	<	TH1F *JLcorrJZBeemm = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1308	<	TH1F *JRcorrJZBem = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1309	<	TH1F *JLcorrJZBem = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1306	>	TH1F *JRcorrJZBeemm = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1307	>	TH1F *JLcorrJZBeemm = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1308	>	TH1F *JRcorrJZBem = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1309	>	TH1F *JLcorrJZBem = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1310
1311		TH1F *JRcorrJZBSBem;
1312		TH1F *JLcorrJZBSBem;
1313		TH1F *JRcorrJZBSBeemm;
1314		TH1F *JLcorrJZBSBeemm;
1315
1316	<	if(use_data==2 \|\| overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,false);
1316	>	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);
1317
1318
1319	<	if(PlottingSetup::RestrictToMassPeak) {
1320	<	RcorrJZBSBem = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1321	<	LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1322	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1323	<	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1319	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1320	>	RcorrJZBSBem = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1321	>	LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1322	>	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1323	>	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1324
1325		//these are for the ratio
1326	<	JRcorrJZBSBem = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1327	<	JLcorrJZBSBem = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1328	<	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1329	<	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1326	>	JRcorrJZBSBem = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1327	>	JLcorrJZBSBem = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1328	>	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1329	>	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1330		}
1331
1332		TH1F *lm4RcorrJZBeemm;
1333	<	if(overlay_signal \|\| use_data == 2 \|\| use_data == 1) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,allsamples.FindSample("LM"));
1333	>	if(overlay_signal \|\| use_data == 2 \|\| use_data == 1) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,allsamples.FindSample("LM"));
1334
1335		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
1336
#	Line 933 \| Line 1339 \| void do_prediction_plot(string jzb, TCan
1339
1340		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
1341		TH1F JBpred = (TH1F)JLcorrJZBeemm->Clone("Bpred");
1342	<	if(PlottingSetup::RestrictToMassPeak) {
1342	>
1343	>	TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
1344	>	ClearHisto(BpredSys);
1345	>
1346	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1347		Bpred->Add(RcorrJZBem,1.0/3.);
1348		Bpred->Add(LcorrJZBem,-1.0/3.);
1349		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 955 \| Line 1365 \| void do_prediction_plot(string jzb, TCan
1365		JBpred->Add(JLcorrJZBSBem,-1.0/3.);
1366		JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
1367		JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
1368	+
1369	+	//Systematics:
1370	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertONPEAK*zjetsestimateuncertONPEAK);
1371	+	AddSquared(BpredSys,JRcorrJZBem,emuncertONPEAKemuncertONPEAK(1.0/9));
1372	+	AddSquared(BpredSys,JLcorrJZBem,emuncertONPEAKemuncertONPEAK(1.0/9));
1373	+	AddSquared(BpredSys,JRcorrJZBSBem,emsidebanduncertONPEAKemsidebanduncertONPEAK(1.0/9));
1374	+	AddSquared(BpredSys,JLcorrJZBSBem,emsidebanduncertONPEAKemsidebanduncertONPEAK(1.0/9));
1375	+	AddSquared(BpredSys,JRcorrJZBSBeemm,eemmsidebanduncertONPEAKeemmsidebanduncertONPEAK(1.0/9));
1376	+	AddSquared(BpredSys,JLcorrJZBSBeemm,eemmsidebanduncertONPEAKeemmsidebanduncertONPEAK(1.0/9));
1377		} else {
1378		Bpred->Add(RcorrJZBem,1.0);
1379		Bpred->Add(LcorrJZBem,-1.0);
#	Line 964 \| Line 1383 \| void do_prediction_plot(string jzb, TCan
1383		//these are for the ratio
1384		JBpred->Add(JRcorrJZBem,1.0);
1385		JBpred->Add(JLcorrJZBem,-1.0);
1386	+
1387	+	//Systematics
1388	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertOFFPEAK*zjetsestimateuncertOFFPEAK);
1389	+	AddSquared(BpredSys,JRcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1390	+	AddSquared(BpredSys,JLcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1391	+
1392		}
1393
1394	<
1394	>	SQRT(BpredSys);
1395	>	BpredSys->Divide(JBpred);
1396	>
1397
1398		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
1399		TH1F Tpred = (TH1F)RcorrJZBem->Clone("Bpred");
1400		Tpred->Add(LcorrJZBem,-1.0);
1401	<	if(PlottingSetup::RestrictToMassPeak) {
1401	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1402		Tpred->Add(RcorrJZBSBem,1.0);
1403		Tpred->Add(LcorrJZBSBem,-1.0);
1404		Tpred->Add(RcorrJZBSBeemm,1.0);
#	Line 1023 \| Line 1450 \| void do_prediction_plot(string jzb, TCan
1450		lm4RcorrJZBeemm->Draw("hist,same");
1451		legBpred->AddEntry(RcorrJZBeemm,"observed","p");
1452		legBpred->AddEntry(Bpred,"predicted","l");
1453	<	legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1454	<	legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1455	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1453	>	// legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1454	>	// legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1455	>	legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
1456		legBpred->Draw();
1457		DrawPrelim();
1458
#	Line 1064 \| Line 1491 \| void do_prediction_plot(string jzb, TCan
1491		speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
1492		speciallegBpred->AddEntry(Bpred,"Total background","l");
1493		speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
1494	<	speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1494	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1495	>	else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
1496		// speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
1497		speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1498		speciallegBpred->Draw();
1499	<	save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,use_data!=1,"data/pred");
1499	>	save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
1500
1501		TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1502	<	THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1502	>	specialcanv->SetLogy(1);
1503	>	// THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1504		blankback->Draw();
1505	<	kostack.Draw("same");
1505	>	// kostack.Draw("same");
1506	>	predcomposition.Draw();
1507		Bpred->Draw("hist,same");
1508	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1508	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1509		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1510		legBpred->Draw();
1511		DrawPrelim();
1512		CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
1513		Bpred->SetLineWidth((int)CurrentBpredLineWidth);
1514
1515	+
1516	+	//for(int i=1;i<=Bpred->GetNbinsX();i++) cout << Bpred->GetBinLowEdge(i) << ";" << Bpred->GetBinLowEdge(i)+Bpred->GetBinWidth(i) << ";;" << RcorrJZBeemm->GetBinContent(i) << ";" << LcorrJZBeemm->GetBinContent(i) << ";" << RcorrJZBem->GetBinContent(i) << ";" << LcorrJZBem->GetBinContent(i) << endl;
1517	+
1518		delete speciallegBpred;
1519		delete Zjetspred;
1520		delete TTbarpred;
#	Line 1146 \| Line 1579 \| void do_prediction_plot(string jzb, TCan
1579		string ytitle("ratio");
1580		if ( use_data==1 ) ytitle = "data/pred";
1581		//save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1582	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle);//not extending the y range anymore up to 4
1582	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
1583
1584
1585		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1586	<	/// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1587	<	if(PlottingSetup::RestrictToMassPeak) {
1586	>	// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1587	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1588		TH1F Bpredem = (TH1F)LcorrJZBeemm->Clone("Bpredem");
1589		Bpredem->Add(RcorrJZBem);
1590		Bpredem->Add(LcorrJZBem,-1);
#	Line 1212 \| Line 1645 \| void do_prediction_plot(string jzb, TCan
1645		}
1646		}
1647
1648	+	TFile *f = new TFile("tester.root","RECREATE");
1649	+	RcorrJZBeemm->Write();
1650	+	Bpred->Write();
1651	+	f->Close();
1652	+
1653		delete RcorrJZBeemm;
1654		delete LcorrJZBeemm;
1655		delete RcorrJZBem;
#	Line 1224 \| Line 1662 \| void do_prediction_plot(string jzb, TCan
1662
1663		delete blankback;
1664
1665	<	if(PlottingSetup::RestrictToMassPeak) {
1665	>	delete BpredSys;
1666	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1667		delete RcorrJZBSBem;
1668		delete LcorrJZBSBem;
1669		delete RcorrJZBSBeemm;
#	Line 1241 \| Line 1680 \| void do_prediction_plot(string jzb, TCan
1680
1681		void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
1682		TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
1683	<	do_prediction_plot(datajzb,globalcanvas,DataSigma,jzbHigh ,data,overlay_signal);
1683	>	do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
1684		if ( !PlottingSetup::Approved ) {
1685	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mc,overlay_signal);
1686	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mcwithsignal,overlay_signal);
1685	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
1686	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
1687		} else {
1688		write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
1689		}
#	Line 1265 \| Line 1704 \| void do_ratio_plot(int is_data,vector<fl
1704		TH1F *RcorrJZBSBeemm;
1705		TH1F *LcorrJZBSbeemm;
1706
1707	<	if(PlottingSetup::RestrictToMassPeak) {
1707	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1708		RcorrJZBSBem = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1709		LcorrJZBSBem = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1710		RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
#	Line 1277 \| Line 1716 \| void do_ratio_plot(int is_data,vector<fl
1716
1717		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1718		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
1719	<	if(PlottingSetup::RestrictToMassPeak) {
1719	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1720		Bpred->Add(RcorrJZBem,1.0/3);
1721		Bpred->Add(LcorrJZBem,-1.0/3);
1722		Bpred->Add(RcorrJZBSBem,1.0/3);
#	Line 1584 \| Line 2023 \| void draw_pure_jzb_histo(TCut cut,string
2023		datahisto->Draw("same,e1");
2024
2025		TLegend *leg;
2026	<	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
2027	<	else if(!is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
2028	<	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
2029	<	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
2030	<	else {
2031	<	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
2032	<	exit(-1);
2033	<	}
2026	>	if (!PlottingSetup::RestrictToMassPeak\|\|!PlottingSetup::UseSidebandsForcJZB) {
2027	>	if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
2028	>	else leg = allsamples.allbglegend("Same flavor",datahisto);
2029	>	} else {
2030	>	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
2031	>	else if(!is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
2032	>	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
2033	>	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
2034	>	else {
2035	>	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
2036	>	exit(-1);
2037	>	}
2038	>	}
2039		leg->Draw();
2040		string write_cut = decipher_cut(cut,"");
2041		TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
#	Line 1642 \| Line 2086 \| void produce_stretched_jzb_plots(string
2086		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
2087		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
2088		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
2089	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
2090	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
2089	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
2090	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
2091
2092		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
2093		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
2094	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
2095	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
2094	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
2095	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
2096
2097		delete dican;
2098		}
#	Line 1679 \| Line 2123 \| void diboson_plots(string mcjzb, string
2123		dout << "Going to produce JZB plots" << endl;
2124		produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
2125		TCanvas *gloca = new TCanvas("gloca","gloca");
1682	–	float sigma=123456;
2126
2127		dout << "Going to produce prediction plots" << endl;
2128	<	do_prediction_plot(mcjzb, gloca, sigma, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
2129	<	do_prediction_plot(mcjzb, gloca, sigma, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
2128	>	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
2129	>	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
2130		delete gloca;
2131
2132		dout << "Going to reset the cross section for diboson samples ... " << endl;
#	Line 1697 \| Line 2140 \| void diboson_plots(string mcjzb, string
2140		}
2141
2142		}
2143	+
2144	+
2145	+	void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
2146	+	TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
2147	+	jzbpad->cd();
2148	+	jzbpad->SetLogy(1);
2149	+	string xlabel="JZB [GeV]";
2150	+
2151	+	TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
2152	+	datahisto1->SetLineColor(kRed);
2153	+	datahisto1->SetMarkerColor(kRed);
2154	+	TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
2155	+	datahisto2->SetLineColor(kBlue);
2156	+	datahisto2->SetMarkerColor(kBlue);
2157	+
2158	+	datahisto2->SetMarkerSize(DataMarkerSize);
2159	+	datahisto1->DrawNormalized("e1");
2160	+	datahisto2->DrawNormalized("histo,same");
2161	+	datahisto1->DrawNormalized("same,e1");
2162	+
2163	+	TLegend *leg = make_legend();
2164	+	leg->AddEntry(datahisto1,legentry1.c_str());
2165	+	leg->AddEntry(datahisto2,legentry2.c_str());
2166	+	leg->Draw();
2167	+
2168	+	save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
2169	+
2170	+	datahisto1->Delete();
2171	+	datahisto2->Delete();
2172	+	}
2173	+
2174	+
2175		void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2176		TCanvas *can = new TCanvas("can","JZB Plots Canvas");
2177		float max=jzbHigh ;
#	Line 1718 \| Line 2193 \| void jzb_plots(string mcjzb, string data
2193		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2194		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2195		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2196	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2197	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2196	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2197	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2198	>	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);
2199	>	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);
2200	>	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);
2201	>
2202		}
2203
2204		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
2205		if ( !PlottingSetup::Approved ) {
2206		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2207		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2208	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2209	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2208	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2209	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2210		}
2211		delete can;
2212		}
#	Line 1779 \| Line 2258 \| void compute_MC_yields(string mcjzb,vect
2258		TCanvas *yica = new TCanvas("yica","yield canvas");
2259
2260		int nRegions=4;
2261	<	if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
2261	>	if(!PlottingSetup::RestrictToMassPeak\|\|!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
2262		string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
2263		string posneg[] = {"pos","neg"};
2264		TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
#	Line 2066 \| Line 2545 \| void draw_ttbar_and_zjets_shape(string m
2545		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
2546		}
2547
2548	<	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2070	<	//first: colorful plots
2548	>	float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
2549		TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2550		cancorr->SetLogz();
2551		cancorr->SetRightMargin(0.13);
2552	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2553	<	TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)");
2552	>	TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
2553	>
2554		if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2555		TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2556	<	(allsamples.collection)[allsamples.FindSample("Data")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotd",zptforresponsepresentation);
2556	>	niceresponseplotd->Sumw2();
2557	>	TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
2558	>	vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2559	>	for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2560	>	if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2561	>	if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2562	>
2563	>	dout << " Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2564	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
2565	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
2566	>	}
2567	>	niceresponseplotd->Add(emuResponse,-1);
2568	>
2569		niceresponseplotd->SetStats(0);
2570		niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2571		niceresponseplotd->GetYaxis()->SetTitle("Response");
#	Line 2083 \| Line 2573 \| void find_correction_factors(string &jzb
2573		niceresponseplotd->GetYaxis()->CenterTitle();
2574		niceresponseplotd->Draw("COLZ");
2575		TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2576	+	profd->Rebin(2);
2577		profd->SetMarkerSize(DataMarkerSize);
2578		profd->Fit("pol0","","same,e1",100,400);
2579		DrawPrelim();
2580	<	TText* title = write_text(0.5,0.7,"Data");
2580	>	string stitle="Data";
2581	>	if(!Contains(FindKeyword,"Data")) stitle="MC";
2582	>	TText* title = write_text(0.5,0.7,stitle.c_str());
2583		title->SetTextAlign(12);
2584		title->Draw();
2585		TF1 datapol=(TF1)profd->GetFunction("pol0");
2586	<	float datacorrection=datapol->GetParameter(0);
2587	<	stringstream dataresstring;
2588	<	dataresstring<<"Response: "<<std::setprecision(2)<<100*datacorrection<<" %";
2589	<	TText* restitle = write_text(0.5,0.65,dataresstring.str());
2586	>	float correction=datapol->GetParameter(0);
2587	>	stringstream resstring;
2588	>	resstring<<"Response: "<<std::setprecision(2)<<100*correction<<" %";
2589	>	TText* restitle = write_text(0.5,0.65,resstring.str());
2590		restitle->SetTextAlign(12);
2591		restitle->SetTextSize(0.03);
2592		restitle->Draw();
2593	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_Data");
2594	<
2595	<	TH2F *niceresponseplotm = new TH2F("niceresponseplotm","",100,0,600,100,0,5);
2596	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotm",zptforresponsepresentation);
2597	<	niceresponseplotm->SetStats(0);
2598	<	niceresponseplotm->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2599	<	niceresponseplotm->GetYaxis()->SetTitle("Response");
2600	<	niceresponseplotm->GetXaxis()->CenterTitle();
2108	<	niceresponseplotm->GetYaxis()->CenterTitle();
2109	<	niceresponseplotm->Draw("COLZ");
2110	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt",zptforresponsepresentation,"PROF,same");
2111	<	TProfile * profm = (TProfile*)niceresponseplotm->ProfileX();
2112	<	profm->SetMarkerSize(DataMarkerSize);
2113	<	profm->Fit("pol0","","same,e1",100,400);
2114	<	DrawMCPrelim();
2115	<	title = write_text(0.5,0.7,"MC simulation");
2116	<	title->SetTextAlign(12);
2117	<	title->Draw();
2118	<	TF1 mcpol=(TF1)profm->GetFunction("pol0");
2119	<	float mccorrection=mcpol->GetParameter(0);
2120	<	stringstream mcresstring;
2121	<	mcresstring<<"Response: "<<std::setprecision(2)<<100*mccorrection<<" %";
2122	<	TText* mcrestitle = write_text(0.5,0.65,mcresstring.str());
2123	<	mcrestitle->SetTextAlign(12);
2124	<	mcrestitle->SetTextSize(0.03);
2125	<	mcrestitle->Draw();
2126	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_MC");
2593	>	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2594	>	delete cancorr;
2595	>	delete niceresponseplotd;
2596	>	delete profd;
2597	>	return correction;
2598	>	}
2599	>
2600	>	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2601
2602	+	dout << "Computing response corrections: " << endl;
2603	+	//Step 1 : Get results
2604	+	float datacorrection=find_one_correction_factor("Data",true,"","Data");
2605	+	float mccorrection=find_one_correction_factor("DY",false,"","MC");
2606	+
2607	+	float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
2608	+	float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
2609	+
2610	+	float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
2611	+	float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
2612	+
2613	+	cout << "Corrections : " << endl;
2614	+	cout << " Data : " << datacorrection << endl;
2615	+	cout << " ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
2616	+	cout << " MC : " << mccorrection << endl;
2617	+	cout << " ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
2618
2619	<	//Step 2: Getting the result
2130	<	// TCut zptcutforresponse("pt>30&&pt<300&&TMath::Abs(91.2-mll)<20&&id1==id2&&(ch1*ch2<0)");
2619	>	//Step 2: Processing the result and making it into something useful :-)
2620		stringstream jzbvardatas;
2621	<	if(datacorrection>1) jzbvardatas<<"(jzb[1]-"<<datacorrection-1<<"*pt)";
2622	<	if(datacorrection<1) jzbvardatas<<"(jzb[1]+"<<1-datacorrection<<"*pt)";
2621	>	jzbvardatas << "(";
2622	>
2623	>	if(dataEEcorrection>=1) jzbvardatas<<"((id1==0&&id1==id2)(jzb[1]-" << dataEEcorrection-1 << "pt))";
2624	>	if(dataEEcorrection<1) jzbvardatas<<"((id1==0&&id1==id2)(jzb[1]+" << 1-dataEEcorrection << "pt))";
2625	>
2626	>	if(dataMMcorrection>=1) jzbvardatas<<"+((id1==1&&id1==id2)(jzb[1]-" << dataMMcorrection-1 << "pt))";
2627	>	if(dataMMcorrection<1) jzbvardatas<<"+((id1==1&&id1==id2)(jzb[1]+" << 1-dataMMcorrection << "pt))";
2628	>
2629	>	float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
2630	>
2631	>	if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)(jzb[1]-" << datacorrection-1 << "pt))";
2632	>	if(datacorrection<1) jzbvardatas<<"+((id1!=id2)(jzb[1]+" << 1-datacorrection << "pt))";
2633	>
2634	>	jzbvardatas << ")";
2635		jzbvardata=jzbvardatas.str();
2636	+
2637		stringstream jzbvarmcs;
2638	<	if(mccorrection>1) jzbvarmcs<<"(jzb[1]-"<<mccorrection-1<<"*pt)";
2639	<	if(mccorrection<1) jzbvarmcs<<"(jzb[1]+"<<1-mccorrection<<"*pt)";
2638	>	jzbvarmcs << "(";
2639	>
2640	>	if(mcEEcorrection>=1) jzbvarmcs<<"((id1==0&&id1==id2)(jzb[1]-" << mcEEcorrection-1 << "pt))";
2641	>	if(mcEEcorrection<1) jzbvarmcs<<"((id1==0&&id1==id2)(jzb[1]+" << 1-mcEEcorrection << "pt))";
2642	>
2643	>	if(mcMMcorrection>=1) jzbvarmcs<<"+((id1==1&&id1==id2)(jzb[1]-" << mcMMcorrection-1 << "pt))";
2644	>	if(mcMMcorrection<1) jzbvarmcs<<"+((id1==1&&id1==id2)(jzb[1]+" << 1-mcMMcorrection << "pt))";
2645	>
2646	>	float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
2647	>
2648	>	if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)(jzb[1]-" << mccorrection-1 << "pt))";
2649	>	if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)(jzb[1]+" << 1-mccorrection << "pt))";
2650	>
2651	>	jzbvarmcs << ")";
2652		jzbvarmc=jzbvarmcs.str();
2653	+
2654		dout << "JZB Z pt correction summary : " << endl;
2655		dout << " Data: The response is " << datacorrection << " --> jzb variable is now : " << jzbvardata << endl;
2656		dout << " MC : The response is " << mccorrection << " --> jzb variable is now : " << jzbvarmc << endl;
2657	+
2658		}
2659
2660		void pick_up_events(string cut) {
#	Line 2184 \| Line 2700 \| void save_template(string mcjzb, string
2700		configfile<<"\n\n";
2701		for(int i=0;i<(int)flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2702		for(int i=0;i<(int)flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2703	<	for(int i=0;i<(int)flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n\n";
2703	>	for(int i=0;i<(int)flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2704		for(int i=0;i<(int)jzb_shape_limit_bins.size();i++) configfile<<"jzb_shape_limit_bins.push_back("<<jzb_shape_limit_bins[i]<<"); // JZB shape bin boundary at " << jzb_shape_limit_bins[i] << "\n";
2705		configfile<<"\n\n";
2706		configfile<<"\n\n";
2707		configfile<<"luminosity="<<luminosity<<";\n";
2708		configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
2709	+	configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
2710
2711		configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
2712
#	Line 2232 \| Line 2749 \| void ttbar_sidebands_comparison(string m
2749		//in the case of the on peak analysis, we compare the 3 control regions to the real value
2750		//in the case of the OFF peak analysis, we compare our control region to the real value
2751		TCut weightbackup=cutWeight;
2235	–	cutWeight="1.0";
2236	–	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2752
2753	+	bool doPURW=false;
2754	+
2755	+
2756	+	if(!doPURW) {
2757	+	dout << "Not doing PU reweighting for ttbar closure test" << endl;
2758	+	cutWeight="1.0";
2759	+	// Do it without PU re-weighting
2760	+	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2761	+	stringstream resultsNoPU;
2762	+	stringstream noPUdatajzb;
2763	+	stringstream noPUmcjzb;
2764	+
2765	+	stringstream mcjzbnoPU;
2766	+	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2767	+	mcjzb = noPUmcjzb.str();
2768	+	}
2769
2770	<	TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2770	>
2771	>	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2772	>
2773	>	TH1F *TZem = systsamples.Draw("TZem", mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2774		TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2775		TH1F *TSem;
2776		TH1F *nTSem;
2777	<	TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2777	>	TH1F *TZeemm = systsamples.Draw("TZeemm", mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2778		TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2779		TH1F *TSeemm;
2780		TH1F *nTSeemm;
2781
2782	<	if(PlottingSetup::RestrictToMassPeak) {
2783	<	TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2784	<	nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2785	<	TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2782	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2783	>	TSem = systsamples.Draw("TSem", mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2784	>	nTSem = systsamples.Draw("nTSem", "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2785	>	TSeemm = systsamples.Draw("TSeemm", mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2786		nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2787		}
2788
2789		TCanvas *tcan = new TCanvas("tcan","tcan");
2256	–
2790		tcan->SetLogy(1);
2791
2792		TZeemm->SetLineColor(kBlack);
#	Line 2262 \| Line 2795 \| void ttbar_sidebands_comparison(string m
2795		TZem->SetMarkerColor(kRed);
2796
2797
2798	<	if(PlottingSetup::RestrictToMassPeak) {
2798	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2799		TSem->SetLineColor(TColor::GetColor("#00A616"));
2800		TSeemm->SetLineColor(kMagenta+2);
2801		TSem->SetMarkerColor(TColor::GetColor("#00A616"));
#	Line 2272 \| Line 2805 \| void ttbar_sidebands_comparison(string m
2805		}
2806
2807		vector<TH1F*> histos;
2808	+	TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2809	+	TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2810		histos.push_back(TZem);
2811		histos.push_back(TZeemm);
2812	<	if(PlottingSetup::RestrictToMassPeak) {
2812	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2813	>	TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2814	>	TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2815		histos.push_back(TSem);
2816		histos.push_back(TSeemm);
2817		}
2818	<	draw_all_ttbar_histos(tcan,histos,"histo",0.04);
2818	>	draw_all_ttbar_histos(tcan,histos,"histo",1);
2819
2820		TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
2821		leg->AddEntry(TZeemm,"SFZP","l");
2822		leg->AddEntry(TZem,"OFZP","l");
2823	<	if(PlottingSetup::RestrictToMassPeak) {
2823	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2824		leg->AddEntry(TSeemm,"SFSB","l");
2825		leg->AddEntry(TSem,"OFSB","l");
2826		}
2827		leg->Draw("same");
2828		DrawMCPrelim(simulatedlumi);
2829		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison");
2293	–	cout << __LINE__ << endl;
2830		TH1F TZemcopy = (TH1F)TZem->Clone("TZemcopy");
2295	–	cout << __LINE__ << endl;
2831		TH1F TZeemmcopy = (TH1F)TZeemm->Clone("TZeemmcopy");
2297	–	cout << __LINE__ << endl;
2832		TH1F *TSeemmcopy;
2833		TH1F *TSemcopy;
2834	<	if(PlottingSetup::RestrictToMassPeak) {
2834	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2835		TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
2836		TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
2837		}
2838
2839		TZem->Divide(TZeemm);
2840		TZem->SetMarkerStyle(21);
2841	<	if(PlottingSetup::RestrictToMassPeak) {
2841	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2842		TSem->Divide(TZeemm);
2843		TSeemm->Divide(TZeemm);
2844		TSem->SetMarkerStyle(24);
2845		TSeemm->SetMarkerStyle(32);
2846	<	}
2846	>	}
2847
2848		tcan->SetLogy(0);
2849		TZem->GetYaxis()->SetRangeUser(0,2.5);
2850		TZem->GetYaxis()->SetTitle("ratio");
2851		TZem->Draw();
2852	<	if(PlottingSetup::RestrictToMassPeak) {
2852	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2853		TSem->Draw("same");
2854		TSeemm->Draw("same");
2855		}
2856
2857	<	float linepos=0.25;
2858	<	if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
2859	<	if(!PlottingSetup::RestrictToMassPeak) linepos=0.1; //sys uncertainty for iJZB
2857	>	float linepos=emuncertONPEAK;
2858	>	if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
2859	>
2860		TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
2861		TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2862		TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
#	Line 2345 \| Line 2879 \| cout << __LINE__ << endl;
2879
2880		TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
2881		leg2->AddEntry(TZem,"OFZP / SFZP","ple");
2882	<	if(PlottingSetup::RestrictToMassPeak) {
2882	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2883		leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
2884		leg2->AddEntry(TSem,"OFSB / SFZP","ple");
2885		}
#	Line 2358 \| Line 2892 \| cout << __LINE__ << endl;
2892		DrawMCPrelim(simulatedlumi);
2893		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
2894
2895	+	if (0) { // Turn this off: we don't need this
2896
2897	<	///-------------- second part: only look at the quantity we actually care about!
2898	<	TH1F leftsfzp = (TH1F)nTZeemm->Clone("leftsfzp");
2899	<	TH1F rightsfzp = (TH1F)TZeemmcopy->Clone("rightsfzp");
2900	<	rightsfzp->Add(leftsfzp,-1);
2901	<	TH1F leftofzp = (TH1F)nTZem->Clone("leftofzp");
2902	<	TH1F rightofzp = (TH1F)TZemcopy->Clone("rightofzp");
2903	<	rightofzp->Add(leftofzp,-1);
2904	<	TH1F *leftofsb;
2905	<	TH1F *rightofsb;
2906	<	TH1F *leftsfsb;
2907	<	TH1F *rightsfsb;
2908	<	if(PlottingSetup::RestrictToMassPeak) {
2909	<	leftofsb = (TH1F*)nTSem->Clone("leftofsb");
2910	<	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2911	<	rightofsb->Add(leftofsb,-1);
2912	<	leftsfsb = (TH1F*)nTSeemm->Clone("leftsfsb");
2913	<	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2914	<	rightsfsb->Add(leftsfsb,-1);
2915	<	}
2897	>	///-------------- second part: only look at the quantity we actually care about!
2898	>	TH1F leftsfzp = (TH1F)nTZeemm->Clone("leftsfzp");
2899	>	TH1F rightsfzp = (TH1F)TZeemmcopy->Clone("rightsfzp");
2900	>	rightsfzp->Add(leftsfzp,-1);
2901	>	TH1F leftofzp = (TH1F)nTZem->Clone("leftofzp");
2902	>	TH1F rightofzp = (TH1F)TZemcopy->Clone("rightofzp");
2903	>	rightofzp->Add(leftofzp,-1);
2904	>	TH1F *leftofsb;
2905	>	TH1F *rightofsb;
2906	>	TH1F *leftsfsb;
2907	>	TH1F *rightsfsb;
2908	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2909	>	leftofsb = (TH1F*)nTSem->Clone("leftofsb");
2910	>	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2911	>	rightofsb->Add(leftofsb,-1);
2912	>	leftsfsb = (TH1F*)nTSeemm->Clone("leftsfsb");
2913	>	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2914	>	rightsfsb->Add(leftsfsb,-1);
2915	>	}
2916
2917	<	tcan->SetLogy(1);
2918	<	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2919	<	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2920	<	rightsfzp->Draw("histo");
2921	<	rightofzp->Draw("histo,same");
2922	<	if(PlottingSetup::RestrictToMassPeak) {
2923	<	rightofsb->Draw("histo,same");
2924	<	rightsfsb->Draw("histo,same");
2925	<	}
2926	<	DrawMCPrelim(simulatedlumi);
2917	>	tcan->SetLogy(1);
2918	>	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2919	>	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2920	>	rightsfzp->Draw("histo");
2921	>	rightofzp->Draw("histo,same");
2922	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2923	>	rightofsb->Draw("histo,same");
2924	>	rightsfsb->Draw("histo,same");
2925	>	}
2926	>	DrawMCPrelim(simulatedlumi);
2927
2928	<	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2929	<	legA->AddEntry(rightsfzp,"SFZP","l");
2930	<	legA->AddEntry(rightofzp,"OFZP","l");
2931	<	if(PlottingSetup::RestrictToMassPeak) {
2932	<	legA->AddEntry(rightofsb,"SFSB","l");
2933	<	legA->AddEntry(rightsfsb,"OFSB","l");
2934	<	}
2935	<	legA->Draw();
2928	>	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2929	>	legA->AddEntry(rightsfzp,"SFZP","l");
2930	>	legA->AddEntry(rightofzp,"OFZP","l");
2931	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2932	>	legA->AddEntry(rightofsb,"SFSB","l");
2933	>	legA->AddEntry(rightsfsb,"OFSB","l");
2934	>	}
2935	>	legA->Draw();
2936
2937	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2937	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2938
2939	<	tcan->SetLogy(0);
2940	<	rightofzp->Divide(rightsfzp);
2941	<	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2942	<	rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
2943	<	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2944	<	rightofzp->Draw();
2945	<	if(PlottingSetup::RestrictToMassPeak) {
2946	<	rightofsb->Divide(rightsfzp);
2947	<	rightsfsb->Divide(rightsfzp);
2948	<	rightofsb->Draw("same");
2949	<	rightsfsb->Draw("same");
2950	<	}
2951	<
2952	<	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2953	<	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2954	<	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2955	<
2956	<	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2957	<	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2958	<	center2->SetLineColor(kBlue);
2959	<
2960	<	top2->Draw("same");
2961	<	center2->Draw("same");
2962	<	bottom2->Draw("same");
2963	<
2964	<	rightofzp->SetMarkerStyle(21);
2965	<	if(PlottingSetup::RestrictToMassPeak) {
2966	<	rightofsb->SetMarkerStyle(24);
2967	<	rightsfsb->SetMarkerStyle(32);
2968	<	}
2969	<
2970	<	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2971	<	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2972	<	if(PlottingSetup::RestrictToMassPeak) {
2973	<	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2974	<	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2975	<	}
2976	<	leg3->AddEntry(bottom,"syst. envelope","l");
2977	<	leg3->SetX1(0.25);leg3->SetX2(0.6);
2978	<	leg3->SetY1(0.65);
2939	>	tcan->SetLogy(0);
2940	>	rightofzp->Divide(rightsfzp);
2941	>	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2942	>	rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2943	>	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2944	>	rightofzp->Draw();
2945	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2946	>	rightofsb->Divide(rightsfzp);
2947	>	rightsfsb->Divide(rightsfzp);
2948	>	rightofsb->Draw("same");
2949	>	rightsfsb->Draw("same");
2950	>	}
2951	>
2952	>	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2953	>	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2954	>	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2955	>
2956	>	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2957	>	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2958	>	center2->SetLineColor(kBlue);
2959	>
2960	>	top2->Draw("same");
2961	>	center2->Draw("same");
2962	>	bottom2->Draw("same");
2963	>
2964	>	rightofzp->SetMarkerStyle(21);
2965	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2966	>	rightofsb->SetMarkerStyle(24);
2967	>	rightsfsb->SetMarkerStyle(32);
2968	>	}
2969	>
2970	>	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2971	>	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2972	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2973	>	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2974	>	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2975	>	}
2976	>	leg3->AddEntry(bottom,"syst. envelope","l");
2977	>	leg3->SetX1(0.25);leg3->SetX2(0.6);
2978	>	leg3->SetY1(0.65);
2979
2980	<	leg3->Draw("same");
2980	>	leg3->Draw("same");
2981
2982	<	DrawMCPrelim(simulatedlumi);
2983	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2982	>	DrawMCPrelim(simulatedlumi);
2983	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2984	>
2985	>	}
2986
2987		delete TZem;
2988		delete nTZem;
2989		delete TZeemm;
2990		delete nTZeemm;
2991	<	if(PlottingSetup::RestrictToMassPeak) {
2991	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2992		delete TSem;
2993		delete nTSem;
2994		delete TSeemm;
#	Line 2464 \| Line 3001 \| cout << __LINE__ << endl;
3001
3002		void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
3003		vector<float> nicer_binning;
3004	<	nicer_binning.push_back(-125);
3004	>
3005	>	/* nicer_binning.push_back(-400);
3006	>	nicer_binning.push_back(-250);
3007	>	nicer_binning.push_back(-200);
3008	>	nicer_binning.push_back(-150);
3009	>	nicer_binning.push_back(-100);
3010	>	nicer_binning.push_back(-50);
3011	>	nicer_binning.push_back(-20);
3012	>
3013	>	nicer_binning.push_back(0);
3014	>	nicer_binning.push_back(20);
3015	>	nicer_binning.push_back(50);
3016	>	nicer_binning.push_back(100);
3017	>	nicer_binning.push_back(150);
3018	>	nicer_binning.push_back(200);
3019	>	nicer_binning.push_back(250);
3020	>	nicer_binning.push_back(400);*/
3021	>
3022		nicer_binning.push_back(-100);
2469	–	nicer_binning.push_back(-75);
3023		nicer_binning.push_back(-50);
3024		nicer_binning.push_back(-25);
3025		nicer_binning.push_back(0);
#	Line 2476 \| Line 3029 \| void ttbar_sidebands_comparison(string m
3029		nicer_binning.push_back(100);
3030		nicer_binning.push_back(125);
3031		nicer_binning.push_back(150);
3032	<	nicer_binning.push_back(175);
3032	>	//nicer_binning.push_back(175);
3033		nicer_binning.push_back(200);
3034	<	nicer_binning.push_back(230);
3035	<	nicer_binning.push_back(280);
3034	>	nicer_binning.push_back(250);
3035	>	nicer_binning.push_back(300);
3036		nicer_binning.push_back(400);
3037	+
3038		ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
3039		}
3040
3041
3042	<	void zjets_prediction_comparison(string mcjzbWithPU) {
3042	>	void zjets_prediction_comparison(string mcjzbWithPUa) {
3043		TCanvas *zcan = new TCanvas("zcan","zcan");
3044	<	zcan->SetLogy(1);
3044	>	// zcan->SetLogy(1);
3045		TCut weightbackup=cutWeight;
3046	+
3047	+	bool UsePURW=false;
3048	+
3049	+
3050	+	string mcjzb;
3051	+	if(UsePURW) {
3052	+	mcjzb=mcjzbWithPUa;
3053	+	} else {
3054	+	// Do it without PU re-weighting
3055	+	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3056	+	stringstream resultsNoPU;
3057	+	stringstream noPUdatajzb;
3058	+	stringstream noPUmcjzb;
3059	+
3060	+	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
3061	+	dout << "The peak corrected JZB expression for MC without pileup is : " << noPUmcjzb.str() << endl;
3062	+
3063	+	mcjzb = noPUmcjzb.str();
3064	+
3065	+	cutWeight="1.0";
3066	+	}
3067
3068	<	/*
3069	<	// Do it without PU re-weighting
3070	<	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3071	<	stringstream resultsNoPU;
3072	<
3073	<	stringstream mcjzbnoPU;
3074	<	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,true);
3075	<	if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
3076	<	else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
3077	<
3078	<	string mcjzb = mcjzbnoPU.str();
3079	<	dout << "The peak corrected JZB expression for MC without pileup is : " << mcjzb << endl;
3068	>
3069	>	vector<float> binning;
3070	>	binning.push_back(0);
3071	>	binning.push_back(10);
3072	>	binning.push_back(20);
3073	>	binning.push_back(40);
3074	>	binning.push_back(60);
3075	>	// binning.push_back(50);
3076	>	// binning.push_back(60);
3077	>	// binning.push_back(70);
3078	>	// binning.push_back(80);
3079	>	// binning.push_back(90);
3080	>	binning.push_back(100);
3081
2506	–	cutWeight="1.0";
2507	–	*/
2508	–	string mcjzb = mcjzbWithPU; // this is with PURW, if you want without it you have to uncomment the part above (and comment out this line)
2509	–	float sbg_min=0.;
2510	–	float sbg_max=100.;
2511	–	int sbg_nbins=5;
3082		float simulatedlumi = luminosity;//in pb please - adjust to your likings
3083
3084		TCut kPos((mcjzb+">0").c_str());
3085		TCut kNeg((mcjzb+"<0").c_str());
3086		string var( "abs("+mcjzb+")" );
3087	+
3088	+	TCut notTau("abs(genMID1)!=15");
3089	+	TCut ONLYTau("mll>20");
3090	+
3091
3092	<	TCut kcut(cutmass&&cutOSSF&&cutnJets);
3093	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3094	<	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3092	>	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3093	>	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3094	>
3095		hJZBpos->SetLineColor(kBlack);
3096		hJZBneg->SetLineColor(kRed);
3097
3098	<
3098	>	hJZBpos->SetMinimum(1.0);
3099		hJZBpos->Draw("e1");
3100		hJZBneg->Draw("same,hist");
3101		hJZBpos->Draw("same,e1"); // So it's on top...
3102
3103	<	TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
3103	>	TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
3104		leg->AddEntry(hJZBpos,"Observed","pe");
3105		leg->AddEntry(hJZBneg,"Predicted","l");
3106		leg->Draw("same");
3107		DrawMCPrelim(simulatedlumi);
3108	<	CompleteSave(zcan,"Systematics/zjets_prediction");
3108	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
3109
3110		TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
3111		hratio->Divide(hJZBneg);
3112
3113	+	for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
3114	+	cout << "Positive: " << hJZBpos->GetBinContent(i) << " vs Negative : " << hJZBneg->GetBinContent(i) << " (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
3115	+	}
3116	+
3117		zcan->SetLogy(0);
3118	<	hratio->GetYaxis()->SetRangeUser(0,2.5);
3118	>	hratio->GetYaxis()->SetRangeUser(0,2.0);
3119		hratio->GetYaxis()->SetTitle("Observed/Predicted");
3120		hratio->Draw("e1");
3121
3122	<	TLine *top = new TLine(sbg_min,1.25,sbg_max,1.25);
3123	<	TLine *center = new TLine(sbg_min,1.0,sbg_max,1.0);
3124	<	TLine *bottom = new TLine(sbg_min,0.75,sbg_max,0.75);
3122	>	TLine *top = new TLine(binning[0],1.25,binning[binning.size()-1],1.25);
3123	>	TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
3124	>	TLine *bottom = new TLine(binning[0],0.75,binning[binning.size()-1],0.75);
3125
3126
3127		top->SetLineColor(kBlue);top->SetLineStyle(2);
#	Line 2554 \| Line 3132 \| void zjets_prediction_comparison(string
3132		center->Draw("same");
3133		bottom->Draw("same");
3134
3135	<	TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
3135	>	TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3136		leg2->AddEntry(hratio,"obs / pred","pe");
3137		leg2->AddEntry(bottom,"syst. envelope","l");
3138		leg2->Draw("same");
3139		DrawMCPrelim(simulatedlumi);
3140	<	CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
3140	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
3141	>
3142	>	TCut reducedNJets(cutnJets);
3143	>
3144	>	TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3145	>	TH1F *LcorrJZBeemm = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3146	>	TH1F *RcorrJZBem = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3147	>	TH1F *LcorrJZBem = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3148	>
3149	>	TH1F *RcorrJZBSBem;
3150	>	TH1F *LcorrJZBSBem;
3151	>	TH1F *RcorrJZBSBeemm;
3152	>	TH1F *LcorrJZBSBeemm;
3153	>
3154	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3155	>	RcorrJZBSBem = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3156	>	LcorrJZBSBem = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3157	>	RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3158	>	LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3159	>	}
3160	>
3161	>	TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3162	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3163	>	Bpred->Add(RcorrJZBem,1.0/3.);
3164	>	Bpred->Add(LcorrJZBem,-1.0/3.);
3165	>	Bpred->Add(RcorrJZBSBem,1.0/3.);
3166	>	Bpred->Add(LcorrJZBSBem,-1.0/3.);
3167	>	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3168	>	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3169	>	} else {
3170	>	Bpred->Add(RcorrJZBem,1.0);
3171	>	Bpred->Add(LcorrJZBem,-1.0);
3172	>	}
3173	>
3174	>	Bpred->SetLineColor(kRed);
3175	>
3176	>	TAUhJZBpos->SetLineColor(kBlack);
3177	>	Bpred->SetLineColor(kRed);
3178	>
3179	>	TAUhJZBpos->SetMinimum(1.0);
3180	>	TAUhJZBpos->Draw("e1");
3181	>	Bpred->Draw("same,hist");
3182	>	TAUhJZBpos->Draw("same,e1");
3183	>
3184	>	TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
3185	>	TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
3186	>	TAUleg->AddEntry(Bpred,"Predicted","l");
3187	>	TAUleg->Draw("same");
3188	>	DrawMCPrelim(simulatedlumi);
3189	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
3190	>
3191	>	TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
3192	>	TAUhratio->Divide(Bpred);
3193	>
3194	>	for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
3195	>	cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << " vs predicted : " << Bpred->GetBinContent(i) << " (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
3196	>	}
3197	>
3198	>	zcan->SetLogy(0);
3199	>	TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
3200	>	TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
3201	>	TAUhratio->Draw("e1");
3202	>
3203	>	top->Draw("same");
3204	>	center->Draw("same");
3205	>	bottom->Draw("same");
3206	>
3207	>	TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow #tau#tau",0.25,0.75,false);
3208	>	TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
3209	>	TAUleg2->AddEntry(bottom,"syst. envelope","l");
3210	>	TAUleg2->Draw("same");
3211	>	DrawMCPrelim(simulatedlumi);
3212	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
3213	>
3214	>	delete Bpred;
3215	>	delete TAUhJZBpos;
3216	>	delete LcorrJZBeemm;
3217	>	delete RcorrJZBem;
3218	>	delete LcorrJZBem;
3219	>
3220	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3221	>	delete RcorrJZBSBem;
3222	>	delete LcorrJZBSBem;
3223	>	delete RcorrJZBSBeemm;
3224	>	delete LcorrJZBSBeemm;
3225	>	}
3226	>
3227
3228		delete zcan;
3229		cutWeight=weightbackup;
#	Line 2585 \| Line 3249 \| void sideband_assessment(string datajzb,
3249		tout << "\\begin{tabular}{l\|cc}" << endl;
3250		tout << "\\hline" << endl;
3251		tout << "& {\\OFZP} & {\\OFSB} \\\\\\hline" << endl;
3252	<	tout << "\\#(events) & "<<OFSB<<" & "<<OFZP<<"\\\\ \\hline" << endl;
3252	>	tout << "\\#(events) & "<<OFZP<<" & "<<OFSB<<"\\\\ \\hline" << endl;
3253		tout << "\\end{tabular}" << endl;
3254		tout << "\\end{center}" << endl;
3255		tout << "\\end{table}" << endl;
#	Line 2618 \| Line 3282 \| void make_table(samplecollection &coll,
3282		TH1F *RcorrJZBSBeemm;
3283		TH1F *LcorrJZBSBeemm;
3284
3285	<	if(PlottingSetup::RestrictToMassPeak) {
3285	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3286		RcorrJZBSBem = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3287		LcorrJZBSBem = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3288		RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
#	Line 2626 \| Line 3290 \| void make_table(samplecollection &coll,
3290		}
3291
3292		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3293	<	if(PlottingSetup::RestrictToMassPeak) {
3293	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3294		Bpred->Add(RcorrJZBem,1.0/3.);
3295		Bpred->Add(LcorrJZBem,-1.0/3.);
3296		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2837 \| Line 3501 \| void qcd_plots(string datajzb, string mc
3501		TH1F *JRcorrJZBSBeemm;
3502		TH1F *JLcorrJZBSBeemm;
3503
3504	<	if(PlottingSetup::RestrictToMassPeak) {
3504	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3505		RcorrJZBSBem = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3506		LcorrJZBSBem = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3507		RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 2858 \| Line 3522 \| void qcd_plots(string datajzb, string mc
3522
3523		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3524		TH1F JBpred = (TH1F)JLcorrJZBeemm->Clone("Bpred");
3525	<	if(PlottingSetup::RestrictToMassPeak) {
3525	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3526		Bpred->Add(RcorrJZBem,1.0/3.);
3527		Bpred->Add(LcorrJZBem,-1.0/3.);
3528		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2908 \| Line 3572 \| void qcd_plots(string datajzb, string mc
3572		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
3573		string ytitle("ratio");
3574		if ( use_data==1 ) ytitle = "data/pred";
3575	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,use_data!=1,ytitle);
3575	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
3576
3577		TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
3578		TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
#	Line 2928 \| Line 3592 \| void qcd_plots(string datajzb, string mc
3592		dout << "______________________________________________" << endl;
3593		dout << "How QCD shows up in the different regions: " << endl;
3594		dout << "OSSF: " << endl;
3595	<	if(PlottingSetup::RestrictToMassPeak) {
3595	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3596		dout << " Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3597		dout << " sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
3598		} else {
3599		dout << " " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3600		}
3601		dout << "OSOF: " << endl;
3602	<	if(PlottingSetup::RestrictToMassPeak) {
3602	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3603		dout << " Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3604		dout << " sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
3605		} else {
3606		dout << " Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3607		}
3608		dout << "Therefore: " << endl;
3609	<	if(PlottingSetup::RestrictToMassPeak) {
3609	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3610		dout << " Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
3611		dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
3612		dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
#	Line 2958 \| Line 3622 \| void qcd_plots(string datajzb, string mc
3622		for(int i=0;i<(int)bins.size();i++) {
3623		dout << " JZB > " << bins[i] << " : " << endl;
3624		dout << " Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
3625	<	if(PlottingSetup::RestrictToMassPeak) {
3625	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3626		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;
3627		} else {
3628		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 2972 \| Line 3636 \| void qcd_plots(string datajzb, string mc
3636		if(LcorrJZBem) delete LcorrJZBem;
3637		if(RcorrJZBeemm) delete RcorrJZBeemm;
3638		if(LcorrJZBeemm) delete LcorrJZBeemm;
3639	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
3640	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
3641	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3642	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3639	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
3640	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
3641	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3642	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3643		}
3644
3645		void check_ptsanity() {
#	Line 3072 \| Line 3736 \| void do_mlls_plot(string mcjzb) {
3736		}
3737		}
3738
3739	<	void met_vs_jzb_plots() {
3739	>	void met_vs_jzb_plots(string datajzb, string mcjzb) {
3740
3741		TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
3742		canmetjzb->SetRightMargin(0.16);
#	Line 3081 \| Line 3745 \| void met_vs_jzb_plots() {
3745		findme.push_back("DY");
3746		findme.push_back("TTJets");
3747		findme.push_back("LM");
3748	<
3748	>	/*
3749		for(int ifind=0;ifind<(int)findme.size();ifind++) {
3750		vector<int> selsamples = allsamples.FindSample(findme[ifind]);
3751		TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
3752		for(int isel=0;isel<(int)selsamples.size();isel++) {
3753	<	cout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3754	<	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF);
3753	>	dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3754	>	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
3755		}
3756		metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
3757		metvsjzb->SetStats(0);
#	Line 3101 \| Line 3765 \| void met_vs_jzb_plots() {
3765		title->Draw();
3766		CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
3767		}
3768	+	*/
3769	+
3770	+	dout << "About to produce MET plot for DY split up by JZB" << endl;
3771	+
3772	+	int nbins=14;
3773	+	float low=0;
3774	+	float high=140;
3775	+
3776	+	stringstream sLEFT;
3777	+	sLEFT << "((" << mcjzb << ")<0)";
3778	+	TCut LEFT(sLEFT.str().c_str());
3779	+	stringstream sRIGHT;
3780	+	sRIGHT << "((" << mcjzb << ")>0)";
3781	+	TCut RIGHT(sRIGHT.str().c_str());
3782	+
3783	+	TH1F *metleft = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3784	+	TH1F *metleftO = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3785	+	TH1F *metright = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3786	+	TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3787	+
3788	+
3789	+	TH1F Bpred = (TH1F)metleft->Clone("Bpred");
3790	+	Bpred->Add(metleftO,-1);
3791	+	Bpred->Add(metrightO);
3792	+	TH1F obs = (TH1F)metright->Clone("obs");
3793	+
3794	+	metleft->Add(metleftO,-1);
3795	+	metright->Add(metrightO,-1);
3796	+
3797	+	metleft->SetLineColor(kRed);
3798	+	metright->SetLineColor(kBlack);
3799	+	TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
3800	+	metpad->cd();
3801	+	metpad->SetLogy(1);
3802	+	metleft->Draw("histo");
3803	+	metright->Draw("same");
3804	+	TLegend *lg = make_legend();
3805	+	lg->SetX1(0.5);
3806	+	lg->SetY1(0.7);
3807	+	lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
3808	+	lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
3809	+	lg->SetHeader("DY");
3810	+
3811	+	lg->Draw();
3812	+	save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
3813	+
3814	+	TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
3815	+	metpad3->cd();
3816	+	metpad3->SetLogy(1);
3817	+	Bpred->SetLineColor(kRed);
3818	+	Bpred->Draw("histo");
3819	+	obs->SetLineColor(kBlack);
3820	+	obs->Draw("same");
3821	+	TLegend *lg2 = make_legend();
3822	+	lg2->SetX1(0.5);
3823	+	lg2->SetY1(0.7);
3824	+	lg2->AddEntry(obs,"observed","P");
3825	+	lg2->AddEntry(Bpred,"predicted","L");
3826	+	lg2->SetHeader("DY");
3827	+
3828	+	lg2->Draw();
3829	+
3830	+	save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
3831	+
3832	+	TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
3833	+	metpad2->cd();
3834	+	metpad2->SetLogy(1);
3835	+
3836	+	TH1F *metlefta = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3837	+	TH1F *metleftOa = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3838	+	TH1F *metrighta = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3839	+	TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3840	+
3841	+	metlefta->Add(metleftOa,-1);
3842	+	metrighta->Add(metrightOa,-1);
3843	+
3844	+	metlefta->SetLineColor(kRed);
3845	+	metpad2->cd();
3846	+	metlefta->Draw("histo");
3847	+	metrighta->Draw("same");
3848	+	lg->Draw();
3849	+	save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
3850	+
3851	+	delete Bpred;
3852	+	delete obs;
3853	+
3854	+	float newhigh=300;
3855	+	int newNBins=30;
3856	+
3857	+	TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
3858	+	TH1F *Ametleft = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
3859	+	TH1F *AmetleftO = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
3860	+	TH1F *Ametright = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
3861	+	TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
3862	+
3863	+	TH1F aBpred = (TH1F)Ametleft->Clone("aBpred");
3864	+	aBpred->Add(AmetleftO,-1);
3865	+	aBpred->Add(AmetrightO);
3866	+	aBpred->SetLineColor(kRed);
3867	+
3868	+	TH1F aobs = (TH1F)Ametright->Clone("aobs");
3869	+	metpad4->cd();
3870	+	metpad4->SetLogy(1);
3871	+	aobs->Draw();
3872	+	aBpred->Draw("histo,same");
3873	+	aobs->Draw("same");
3874	+	lg->SetHeader("All MC");
3875	+	lg->Draw();
3876	+	save_with_ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
3877	+
3878	+
3879	+	delete lg;
3880	+	delete canmetjzb;
3881	+	delete metleft;
3882	+	delete metleftO;
3883	+	delete metright;
3884	+	delete metrightO;
3885		}
3886
3887
#	Line 3108 \| Line 3889 \| void test() {
3889
3890		TCanvas *testcanv = new TCanvas("testcanv","testcanv");
3891		testcanv->cd();
3892	<	switch_overunderflow(true);
3892	>	// switch_overunderflow(true);
3893		TH1F *ptdistr = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
3894		switch_overunderflow(false);
3895		ptdistr->Draw();

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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents): Revision 1.20 by buchmann, Wed May 23 16:02:03 2012 UTC vs. Revision 1.59 by fronga, Fri Sep 7 09:46:46 2012 UTC

Diff Legend

Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.20 by buchmann, Wed May 23 16:02:03 2012 UTC vs.
Revision 1.59 by fronga, Fri Sep 7 09:46:46 2012 UTC