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

Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.27 by buchmann, Mon Jun 18 13:15:39 2012 UTC vs.
Revision 1.69 by buchmann, Wed Sep 19 15:33:46 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;
#	Line 39 \| Line 42 \| void find_peaks(float &MCPeak,float &MCP
42		int nbins=100;
43		if(PlottingSetup::DoBTag) nbins=25;
44
45	+	TCut nJetsCut(cutnJets);
46	+	if(SwitchOffNJetsCut) nJetsCut=specialcut;
47	+
48		TCanvas *tempcan = new TCanvas("tempcan","Temporary canvas for peak finding preparations");
49	<	TH1F *rawJZBeemmMC = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,mc, luminosity);
50	<	TH1F *rawJZBeemmData = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
51	<	TH1F *rawJZBemMC = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,mc, luminosity);
52	<	TH1F *rawJZBemData = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -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,nbins, -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 58 \| 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 68 \| 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	>	bool overunderflowstatus=addoverunderflowbins;
93	>	switch_overunderflow(false);
94	>
95	>	TCut SpecialCut("mll>=0");
96	>	if(sSpecialCut!="") SpecialCut=TCut(sSpecialCut.c_str());
97	>
98	>	bool DoInvidualeemmPeaks=false;
99	>
100	>	float mcpeak, datapeak;
101	>	float mcpeakerr, datapeakerr;
102	>
103	>	float mceepeak,mcmmpeak;
104	>	float mceepeakerr,mcmmpeakerr;
105	>
106	>	float datammpeak,dataeepeak;
107	>	float datammpeakerr,dataeepeakerr;
108	>
109	>	float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
110	>
111	>	dout << "Finding global peak : " << endl;
112	>	find_one_peak_combination(SpecialCut,SwitchOffNJetsCut,mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
113	>
114	>	if(DoInvidualeemmPeaks) {
115	>	dout << "Finding peak for electrons : " << endl;
116	>	find_one_peak_combination(SpecialCut&&TCut("id1==0"),SwitchOffNJetsCut,mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
117	>	dout << "Finding peak for muons : " << endl;
118	>	find_one_peak_combination(SpecialCut&&TCut("id1==1"),SwitchOffNJetsCut,mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
119	>
120	>	datajzb << "(" << jzbvariabledata;
121	>	mcjzb << "(" << jzbvariablemc;
122	>
123	>	if(dataeepeak>0) datajzb << "- (id1==id2)(id1==0)" << TMath::Abs(dataeepeak) << " ";
124	>	else datajzb << "+ (id1==id2)(id1==0)" << TMath::Abs(dataeepeak) << " ";
125	>
126	>	if(datammpeak>0) datajzb << "- (id1==id2)(id1==1)" << TMath::Abs(datammpeak) << " ";
127	>	else datajzb << "+ (id1==id2)(id1==1)" << TMath::Abs(datammpeak) << " ";
128	>
129	>	if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
130	>	else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
131	>
132	>	datajzb << ")";
133	>
134	>	if(mceepeak>0) mcjzb << "- (id1==id2)(id1==0)" << TMath::Abs(mceepeak) << " ";
135	>	else mcjzb << "+ (id1==id2)(id1==0)" << TMath::Abs(mceepeak) << " ";
136	>
137	>	if(mcmmpeak>0) mcjzb << "- (id1==id2)(id1==1)" << TMath::Abs(mcmmpeak) << " ";
138	>	else mcjzb << "+ (id1==id2)(id1==1)" << TMath::Abs(mcmmpeak) << " ";
139	>
140	>	if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
141	>	else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
142	>
143	>	mcjzb << ")";
144	>
145	>	} else {
146	>	datajzb << "(" << jzbvariabledata;
147	>	mcjzb << "(" << jzbvariablemc;
148	>
149	>	if(datapeak>0) datajzb << "- " << TMath::Abs(datapeak) << " ";
150	>	else datajzb << "+ " << TMath::Abs(datapeak) << " ";
151	>
152	>	datajzb << ")";
153	>
154	>	if(mcpeak>0) mcjzb << "- " << TMath::Abs(mcpeak) << " ";
155	>	else mcjzb << "+ " << TMath::Abs(mcpeak) << " ";
156	>
157	>	mcjzb << ")";
158	>	}
159	>
160	>	MCPeak=mcpeak;
161	>	MCPeakError=mcpeakerr;
162	>	DataPeak=datapeak;
163	>	DataPeakError=datapeakerr;
164	>	switch_overunderflow(overunderflowstatus);
165	>	}
166	>
167	>	void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
168		float min=70.0;
169		float max=115.0;
170		if(!PlottingSetup::RestrictToMassPeak) {
171	<	min=10;
172	<	max=150;
171	>	min=20;
172	>	max=300;
173		}
174	<	int nbins=int((max-min)/5);
174	>	int nbins=int((max-min)/binWidth);
175
176		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
177
178		stringstream largerzeroS;
179	<	largerzeroS << "(" << mcjzb << ">" << jzbthreshold << ")";
180	<	TCut largerzero(largerzeroS.str().c_str());
179	>	largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
180	>	TCut largerzeroD(largerzeroS.str().c_str());
181
182		stringstream smallerzeroS;
183	<	smallerzeroS << "(" << mcjzb << "<-" << jzbthreshold << ")";
184	<	TCut smallerzero(smallerzeroS.str().c_str());
185	<
186	<	TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,data,luminosity);
187	<	THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,mc,luminosity);
188	<	TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,data,luminosity);
189	<	TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,data,luminosity);
190	<	TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,data,luminosity);
183	>	smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
184	>	TCut smallerzeroD(smallerzeroS.str().c_str());
185	>
186	>
187	>	stringstream largerzeroMS;
188	>	largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
189	>	TCut largerzeroM(largerzeroMS.str().c_str());
190	>
191	>	TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,data,luminosity);
192	>	THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
193	>	TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,data,luminosity);
194	>	TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,data,luminosity);
195	>	TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,data,luminosity);
196
197		TH1F *RcorrJZBSBem;
198		TH1F *LcorrJZBSBem;
#	Line 107 \| Line 201 \| void make_special_obs_pred_mll_plot(stri
201
202		// TH1F *RcorrJZBeemmNoS;
203
204	<	if(PlottingSetup::RestrictToMassPeak) {
205	<	RcorrJZBSBem = allsamples.Draw("RcorrJZBSBem", "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,data, luminosity);
206	<	LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem", "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,data, luminosity);
207	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,data, luminosity);
208	<	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,data, luminosity);
209	<	}
210	<
211	<	TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
212	<	if(PlottingSetup::RestrictToMassPeak) {
213	<	Bpred->Add(RcorrJZBem,1.0/3.);
214	<	Bpred->Add(LcorrJZBem,-1.0/3.);
215	<	Bpred->Add(RcorrJZBSBem,1.0/3.);
216	<	Bpred->Add(LcorrJZBSBem,-1.0/3.);
217	<	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
218	<	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
219	<	} else {
220	<	Bpred->Add(RcorrJZBem,1.0);
221	<	Bpred->Add(LcorrJZBem,-1.0);
222	<	}
223	<
204	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
205	>	RcorrJZBSBem = allsamples.Draw("RcorrJZBSBem", "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,data, luminosity);
206	>	LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem", "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,data, luminosity);
207	>	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,data, luminosity);
208	>	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,data, luminosity);
209	>	}
210	>
211	>	// Separate predictions
212	>	TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
213	>	TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
214	>	TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
215	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
216	>	OFP->Scale(1.0/3.0);
217	>	OFP->Add(RcorrJZBSBem,1.0/3.);
218	>	OFP->Add(RcorrJZBSBeemm,1.0/3.);
219	>	OFN->Scale(1.0/3.0);
220	>	OFN->Add(LcorrJZBSBem,1.0/3.);
221	>	OFN->Add(LcorrJZBSBeemm,1.0/3.);
222	>	}
223	>
224	>	TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
225	>	Bpred->Add(OFP);
226	>	Bpred->Add(OFN,-1);
227		Bpred->SetLineColor(kRed);
228
229	+	RcorrJZBeemm->SetTitleOffset(1.3,"y");
230		RcorrJZBeemm->Draw();
231		mcRcorrJZBeemm.Draw("same");
232		Bpred->Draw("histo,same");
#	Line 143 \| Line 241 \| void make_special_obs_pred_mll_plot(stri
241		stringstream saveas;
242		saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
243		CompleteSave(ckin,saveas.str());
244	<
244	>
245	>	// Draw all predictions overlayed
246	>	unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
247	>	SFN->SetLineColor(kGreen+2);
248	>	SFN->SetLineStyle(2);
249	>	SFN->SetLineWidth(w);
250	>	OFP->SetLineColor(kBlue+2);
251	>	OFP->SetLineStyle(2);
252	>	OFP->SetLineWidth(w);
253	>	OFN->SetLineColor(kMagenta+2);
254	>	OFN->SetLineStyle(3);
255	>	OFN->SetLineWidth(w);
256	>
257	>	RcorrJZBeemm->Draw();
258	>	SFN->Draw("histo,same");
259	>	OFP->Draw("histo,same");
260	>	OFN->Draw("histo,same");
261	>	Bpred->Draw("histo,same");
262	>	RcorrJZBeemm->Draw("same");
263	>
264	>	TLegend *leg2 = make_legend("",0.52,0.7);
265	>	leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
266	>	leg2->AddEntry(Bpred,"predicted (data)","l");
267	>	leg2->AddEntry(SFN, " SF JZB<0","l");
268	>	leg2->AddEntry(OFN, " OF JZB<0","l");
269	>	leg2->AddEntry(OFP, " OF JZB>0","l");
270	>	leg2->Draw("same");
271	>
272	>	saveas.str("");
273	>	saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold << "_nomc";
274	>	CompleteSave(ckin,saveas.str());
275	>
276		delete RcorrJZBeemm;
277		delete LcorrJZBeemm;
278		delete RcorrJZBem;
279		delete LcorrJZBem;
280	<	if(PlottingSetup::RestrictToMassPeak) {
280	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
281		delete RcorrJZBSBeemm;
282		delete LcorrJZBSBeemm;
283		delete RcorrJZBSBem;
#	Line 242 \| Line 371 \| *void draw_ratio_plot(TH1 hdata, THStack**
371		oneline->Draw("same");
372		}
373
374	+	float make_one_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
375	+	string xlabel, string filename, float legendPosition=0.55) {
376	+
377	+	TCut ibasiccut=basiccut;
378	+	bool draw_separation_lines=false;
379	+
380	+	if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
381	+
382	+	TCut cutSF;
383	+	TCut cutOF;
384	+
385	+	cutOF = cutOSOF&&cutnJets&&ibasiccut;
386	+	cutSF = cutOSSF&&cutnJets&&ibasiccut;
387	+
388	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
389	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
390	+	rcan->SetLogy(logscale);
391	+	rcan->cd();
392	+
393	+	std::cout << "OF/SF comparison: variable = " << variable << ", cut = " << cutSF.GetTitle() << std::endl;
394	+	TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
395	+	TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
396	+	// string signal("LM3");
397	+	// TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
398	+	// int idx = signalsamples.FindSample(signal)[0];
399	+	// (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
400	+	// signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
401	+	// signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
402	+	// signalhisto->SetLineStyle(2);
403	+	datahistoSF->SetMarkerSize(DataMarkerSize);
404	+	datahistoOF->SetLineColor(kRed);
405	+
406	+	if ( !logscale ) {
407	+	datahistoSF->SetMinimum(0); // Defaults
408	+	} else {
409	+	datahistoSF->SetMinimum(0.5);
410	+	}
411	+	if (ymax<0) {
412	+	if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
413	+	else datahistoSF->SetMaximum(1.8*datahistoSF->GetMaximum());
414	+	} else {
415	+	datahistoSF->SetMaximum(ymax);
416	+	}
417	+
418	+	float ymaxSet = datahistoSF->GetMaximum();
419	+
420	+	datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
421	+	datahistoSF->GetYaxis()->SetTitle("Events");
422	+	datahistoSF->GetXaxis()->CenterTitle();
423	+	datahistoSF->GetYaxis()->CenterTitle();
424	+
425	+	TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.7,false,legendPosition+0.2);
426	+	mleg->AddEntry(datahistoSF, "Same-flavor", "PL");
427	+	if (datahistoOF->Integral()>0) {
428	+	mleg->AddEntry(datahistoOF, "Opposite-flavor", "L");
429	+	} else {
430	+	mleg->AddEntry((TObject*)0, "", "");
431	+	}
432	+	//mleg->AddEntry(signalhisto, "LM3", "L");
433	+
434	+	datahistoSF->Draw("E1");
435	+	if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
436	+	//signalhisto->Draw("HIST,SAMES");
437	+	mleg->Draw();
438	+	DrawPrelim();
439	+	if (datahistoOF->Integral()>0) {
440	+	save_with_ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
441	+	} else {
442	+	CompleteSave(rcan, "SFOF/" + filename);
443	+	delete rcan;
444	+	}
445	+
446	+	datahistoSF->Delete();
447	+	datahistoOF->Delete();
448	+	//signalhisto->Delete();
449	+	delete mleg;
450	+	delete ckin;
451	+
452	+	return ymaxSet;
453	+
454	+	}
455	+
456	+	// Compare data to data
457	+	float make_data_comparison_plot(string variable, TCut cut, int nbins, float min, float max, float ymax, bool logscale,
458	+	string xlabel, string filename, float legendPosition=0.55) {
459	+
460	+	TCut ibasiccut=basiccut&&cut;
461	+
462	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
463	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
464	+	rcan->SetLogy(logscale);
465	+	rcan->cd();
466	+
467	+	std::cout << "Data comparison: variable = " << variable << ", cut = " << ibasiccut.GetTitle() << std::endl;
468	+
469	+	TH1F *data1 = allsamples.Draw("data1",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
470	+	TH1F *data2 = comparesamples.Draw("data2",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
471	+
472	+	data1->SetMarkerSize(DataMarkerSize);
473	+	data2->SetLineColor(kRed);
474	+
475	+	if ( !logscale ) {
476	+	data1->SetMinimum(0); // Defaults
477	+	} else {
478	+	data1->SetMinimum(0.5);
479	+	}
480	+	if (ymax<0) {
481	+	if ( logscale ) data1->SetMaximum(5.3*data1->GetMaximum());
482	+	else data1->SetMaximum(1.5*data1->GetMaximum());
483	+	} else {
484	+	data1->SetMaximum(ymax);
485	+	}
486	+
487	+	float ymaxSet = data1->GetMaximum();
488	+
489	+	data1->GetXaxis()->SetTitle(xlabel.c_str());
490	+	data1->GetYaxis()->SetTitle("Events");
491	+	data1->GetXaxis()->CenterTitle();
492	+	data1->GetYaxis()->CenterTitle();
493	+
494	+	TLegend *mleg = make_legend("",legendPosition,0.7,false,legendPosition+0.2);
495	+	mleg->AddEntry(data1, "New 3.8/fb", "PL");
496	+	mleg->AddEntry(data2, "Old 5.1/fb", "L");
497	+
498	+	data1->Draw("E1");
499	+	data2->Draw("HIST,SAMES");
500	+	mleg->Draw();
501	+	DrawPrelim();
502	+	save_with_ratio( data1, data2, rcan, "compareData/" + filename, false, false, "old/new" );
503	+
504	+	data1->Delete();
505	+	data2->Delete();
506	+	delete mleg;
507	+	delete ckin;
508	+
509	+	}
510	+
511	+	void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale,
512	+	string xlabel, string filename, float legendPosition=0.55) {
513	+
514	+	string mllcuts[] = { "mll>20","mll>15&&mll<70", "mll>75&&mll<105", "mll>120" };
515	+	string mllcutname[] = { "m_{ll} > 20 GeV", "20 < m_{ll} < 70 GeV", "70 < m_{ll} < 110 GeV", "m_{ll} > 120 GeV" };
516	+	string plotname[] = {"_all","_low","_peak","_high"};
517	+	float ymax;
518	+
519	+	int start = 0;
520	+	if ( !PlottingSetup::openBox ) start = 3;
521	+
522	+	for ( int i=start; i<4; ++i ) {
523	+	if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
524	+	if ( i==start ) {
525	+	ymax = make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, -1, logscale, xlabel,
526	+	filename+plotname[i], legendPosition );
527	+	} else {
528	+	make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
529	+	filename+plotname[i], legendPosition );
530	+	}
531	+	make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
532	+	filename+plotname[i]+"_mm", legendPosition );
533	+	make_one_OFSF_plot(variable, "id1==0&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
534	+	filename+plotname[i]+"_ee", legendPosition );
535	+	}
536	+
537	+	}
538	+
539	+
540		float lastrange_min=0;
541		float lastrange_max=0;
542
#	Line 250 \| Line 545 \| void make_kin_plot(string variable, stri
545		// TCut basiccut("(pfJetGoodNum>=2&&pfJetGoodID[0])&&(pfJetGoodNum>=2&&pfJetGoodID[1])&&(passed_triggers\|\|!is_data)");
546		TCut ibasiccut=basiccut;
547		bool draw_separation_lines=false;
548	+	bool drawsignal = false;
549
550		if(isPF) ibasiccut=basiccut&&"pfjzb[0]>-998";
551
#	Line 271 \| Line 567 \| void make_kin_plot(string variable, stri
567		//Step 2: Refine the cut
568		TCut cut;
569		cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
570	<	if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
571	<	if(filename=="nJets_osof") cut=cutmass&&cutOSOF&&ibasiccut;
570	>	if(filename=="nJets" \|\| filename=="nJets_inclusive" \|\| filename=="nJets_met100" \|\| filename=="nJets_inclusive_met100") cut=cutmass&&cutOSSF&&ibasiccut;
571	>	if(filename=="nJets_osof" \|\| filename=="nJets_osof_inclusive" \|\| filename=="nJets_osof_met100" \|\| filename=="nJets_osof_inclusive_met100") cut=cutmass&&cutOSOF&&ibasiccut;
572		if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
573	<	if(filename=="mll") {
573	>	if(filename=="mll"\|\|filename=="mll_met100") {
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_osof") {
577	>	if(filename=="mll_ee"\|\|filename=="mll_ee_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
578	>	if(filename=="mll_mm"\|\|filename=="mll_mm_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
579	>	if(filename=="mll_osof"\|\|filename=="mll_osof_met100") {
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;
#	Line 292 \| Line 590 \| void make_kin_plot(string variable, stri
590		if(filename=="mll_inclusive_mm") cut=cutOSSF&&"id1==1";
591		if(filename=="pfJetGoodEta_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
592		if(filename=="pfJetGoodPt_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
593	+	if(filename=="numVtx") cut=cutmass&&ibasiccut;
594
595		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
596		ckin->SetLogy(logscale);
597		TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
598		datahisto->SetMarkerSize(DataMarkerSize);
599	<	THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
599	>	if ( !logscale ) datahisto->SetMinimum(0); // Defaults
600	>	else datahisto->SetMinimum(0.5);
601	>	// Custom max.
602	>	if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
603		if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
604		if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
605		if(filename=="mll_inclusive"\|\|filename=="mll_inclusive_mm"\|\|filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
606		if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
607		if(filename=="mll_osof") datahisto->SetMinimum(9);
608	<	datahisto->SetMaximum(5.3*datahisto->GetMaximum());
609	<	datahisto->Draw("e1");
610	<	ckin->Update();
608	>	if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
609	>	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
610	>
611	>	cout << "******** Cut used : " << (const char*) cut << " for plot " << filename << endl;
612		if(loadlastminmax) {
613		datahisto->SetMinimum(lastrange_min);
614		datahisto->SetMaximum(lastrange_max);
#	Line 315 \| 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	+	if(drawsignal) (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
626	+	if(drawsignal) signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
627	+	if(drawsignal) 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 358 \| Line 673 \| void make_kin_plot(string variable, stri
673		kinpad->SetLogy(logscale);
674		datahisto->Draw("e1");
675		mcstack.Draw("same");
676	+	if(drawsignal) signalhisto->Draw("same");
677		datahisto->Draw("same,e1");
678		datahisto->Draw("same,axis");
679		if(RestrictToMassPeak&&draw_separation_lines) {
#	Line 365 \| Line 681 \| void make_kin_plot(string variable, stri
681		upperboundary->Draw("same");
682		}
683
684	+	if(drawsignal) kinleg->AddEntry("signalhisto",signal.c_str(),"l");
685		kinleg->Draw();
686		write_cut->Draw();
687		DrawPrelim();
#	Line 379 \| Line 696 \| void make_kin_plot(string variable, stri
696		else CompleteSave(ckin,"kin/"+filename);
697		}
698		datahisto->Delete();
699	+	delete signalhisto;
700		delete ckin;
701		}
702
703	<	void make_JES_plot() {
703	>	void make_JES_plot(TCut cut, string name) {
704
705		int nbins=10;
706		float min=-0.5;
707		float max = 9.5;
708		bool logscale=true;
709		string xlabel="nJets";
392	–	TCut cut=cutmass&&cutOSSF&&basiccut;
710
711		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
712		ckin->SetLogy(logscale);
713	<	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
713	>	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
714		datahisto->SetMarkerSize(DataMarkerSize);
715	<	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
716	<	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
717	<	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
715	>	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
716	>	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
717	>	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
718
719		datahisto->SetMinimum(1);
720		datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
#	Line 422 \| Line 739 \| void make_JES_plot() {
739		TLegend *kinleg = allsamples.allbglegend();
740		kinleg->AddEntry(JESunc,"JES uncertainty","f");
741		kinleg->Draw();
742	<	CompleteSave(ckin,"Systematics/JES");
742	>	CompleteSave(ckin,"Systematics/JES"+name);
743		datahisto->Delete();
744		delete ckin;
745
#	Line 430 \| Line 747 \| void make_JES_plot() {
747
748		void do_kinematic_plots(string mcjzb, string datajzb, bool doPF=false)
749		{
750	+	// switch_overunderflow(true);
751		bool dolog=true;
752		bool nolog=false;
753	+
754	+	bool doOFSF = false;
755	+	bool doKin = true;
756	+	bool doDataComp = false;
757	+
758	+
759		if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
760		float mll_low=50;
761		float mll_hi=160;
762		if(!PlottingSetup::RestrictToMassPeak) {
763		mll_low=20;
764	<	mll_hi=210;
764	>	mll_hi=320;
765		}
766	<
767	<	make_kin_plot("met[4]","",40,0,200,dolog,"MET [GeV]","met",doPF,true);
768	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
769	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
770	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
771	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
772	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
773	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
774	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
775	<	make_kin_plot("mll","",(int)((mll_hi-mll_low))/2,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
776	<	make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
777	<	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
778	<	// make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
779	<	// make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
780	<	make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
781	<	make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
782	<	make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
783	<	make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
784	<	make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
785	<	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets",doPF);
786	<	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
787	<	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
788	<	if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
789	<	stringstream jzbcut;
790	<	jzbcut << "((is_data&&("<<datajzb<<")>100)\|\|(!is_data&&("<<mcjzb<<")>100))";
791	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
792	<	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);
793	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
794	<	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);
795	<	stringstream jzbcut2;
796	<	jzbcut2 << "((is_data&&("<<datajzb<<")>150)\|\|(!is_data&&("<<mcjzb<<")>150))";
797	<	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
798	<	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);
799	<	stringstream jzbcut3;
800	<	jzbcut3 << "((is_data&&("<<datajzb<<")>50)\|\|(!is_data&&("<<mcjzb<<")>50))";
801	<	make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
802	<	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);
803	<
804	<	make_special_obs_pred_mll_plot(mcjzb,0);
805	<	make_special_obs_pred_mll_plot(mcjzb,50);
806	<	make_special_obs_pred_mll_plot(mcjzb,100);
807	<	make_special_obs_pred_mll_plot(mcjzb,150);
808	<	make_special_obs_pred_mll_plot(mcjzb,200);
809	<	make_special_obs_pred_mll_plot(mcjzb,250);
766	>
767	>	if ( doOFSF ) {
768	>	make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll");
769	>
770	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100", 7, 3, 10, true, "#(jets)", "njets");
771	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", "njets_btagVeto");
772	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30>0", 7, 3, 10, true, "#(jets)", "njets_AtLeastOneBJet30");
773	>
774	>	make_OFSF_plots("pfJetGoodNumBtag30", "met[4]>100", 5, 0, 5, true, "#(b-jets)", "nbjets");
775	>	make_OFSF_plots("pfJetGoodPtBtag[0]", "met[4]>100&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", "ptb1");
776	>
777	>	// make_OFSF_plots("iso1", "met[4]>100", 20, 0, 0.3, true, "lepton 1 isolation", "iso1");
778	>	// make_OFSF_plots("iso2", "met[4]>100", 20, 0, 0.3, true, "lepton 2 isolation", "iso2");
779	>	// make_OFSF_plots("pt1", "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1");
780	>	// make_OFSF_plots("pt2", "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2");
781	>	// make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", 0.15);
782	>	// make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", 0.15);
783	>	// make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", 0.2);
784	>	// make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", 0.2);
785	>	make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", 0.2);
786	>	make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(jet1,MET)\|", "dphij1met", 0.2);
787	>	make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(l1,l2)\|", "dphi", 0.2);
788	>	make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(l1,MET)\|", "dphiMet1", 0.2);
789	>	make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(l2,MET)\|", "dphiMet2", 0.2);
790	>	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");
791	>	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");
792	>	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");
793	>	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");
794	>	}
795	>
796	>	if ( doDataComp && !PlottingSetup::openBox ) {
797	>	TCut mllCut("");
798	>	float massmin = 15.;
799	>	float massmax = 315;
800	>	int massnbins = 60;
801	>	if ( !PlottingSetup::openBox ) {
802	>	mllCut = "mll>70";
803	>	massmin = 120;
804	>	massmax = 360;
805	>	massnbins = 14;
806	>	}
807	>
808	>	TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
809	>	make_data_comparison_plot("mll", cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive");
810	>	make_data_comparison_plot("mll", cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_inclusive");
811	>
812	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut, massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig");
813	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
814	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
815	>
816	>	make_data_comparison_plot("mll", mllCut&&cutOSOF&&cutSignal, massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
817	>	make_data_comparison_plot("mll", cutmass&&cutOSSF&&"met[4]>100&&met[4]<150&&pfJetGoodNum40==2", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_CR");
818	>	make_data_comparison_plot("mll", cutmass&&cutOSOF&&"met[4]>100&&met[4]<150&&pfJetGoodNum40==2", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_CR");
819	>
820	>	make_data_comparison_plot("pfJetGoodNum40", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_SF_sig");
821	>	make_data_comparison_plot("pfJetGoodNum40", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_OF_sig");
822	>	make_data_comparison_plot("pfJetGoodNumBtag30", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_SF_sig");
823	>	make_data_comparison_plot("pfJetGoodNumBtag30", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_OF_sig");
824	>	}
825	>
826	>
827	>	if ( doKin ) {
828	>	string mllCut("");
829	>	if ( !PlottingSetup::openBox ) mllCut = "&&mll>70";
830	>
831	>	make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
832	>	make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"\|#Delta#phi(jet1,MET)\|","dphiJ1MET",doPF,true);
833	>	// Plots in signal region
834	>	// make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
835	>	make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
836	>	make_kin_plot("mll","mll>20",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
837	>	make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
838	>	make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
839	>
840	>	make_kin_plot("pfJetGoodNum40",mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
841	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
842	>
843	>	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_met100",doPF,true);
844	>	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_met100",doPF,true,true);
845	>	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_met100",doPF,true);
846	>	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_met100",doPF,true);
847	>
848	>
849	>	make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets_met100",doPF);
850	>	make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof_met100",doPF);
851	>
852	>	// Further inclusive invariant mass plots
853	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
854	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
855	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
856	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
857	>
858	>	//make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
859	>	//if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
860	>
861	>
862	>	// Number of jets
863	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
864	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
865	>	//make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
866	>
867	>	// Others
868	>	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
869	>	// make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
870	>	// make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
871	>	make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
872	>	make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
873	>	make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
874	>	make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
875	>	make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
876	>	// stringstream jzbcut;
877	>	// jzbcut << "((is_data&&("<<datajzb<<")>100)\|\|(!is_data&&("<<mcjzb<<")>100))";
878	>	// make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
879	>	// 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);
880	>	// 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);
881	>	// 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);
882	>	// stringstream jzbcut2;
883	>	// jzbcut2 << "((is_data&&("<<datajzb<<")>150)\|\|(!is_data&&("<<mcjzb<<")>150))";
884	>	// make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
885	>	// 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);
886	>	// 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);
887	>	// 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);
888	>	// stringstream jzbcut3;
889	>	// jzbcut3 << "((is_data&&("<<datajzb<<")>50)\|\|(!is_data&&("<<mcjzb<<")>50))";
890	>	// make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
891	>	// 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);
892	>	// 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);
893	>	// 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);
894	>
895	>	// 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);
896	>	//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);
897	>	//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);
898	>	}
899	>
900	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
901	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
902	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
903	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
904	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
905	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
906	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
907	>
908	>	// make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
909	>	// make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
910	>
911	>	switch_overunderflow(false);
912		}
913
914		void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
915		int nbins, float xmin, float xmax, bool log,
916		float ymin=0, float ymax=0, bool leftJustified=false ) {
917	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
917	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
918
919		TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
920		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__));
921	<	if(var=="numVtx") cutWeight=TCut("1.0");
921	>	//if(var=="numVtx") cutWeight=TCut("1.0");
922		TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
923		TCut jzbMC[] = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
924
925		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
926		int nRegions=4;
927	<	if(!PlottingSetup::RestrictToMassPeak) {
927	>	if(!PlottingSetup::RestrictToMassPeak\|\|!PlottingSetup::UseSidebandsForcJZB) {
928		nRegions=2;
929		}
930
#	Line 516 \| Line 942 \| void make_comp_plot( string var, string
942		TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
943		ccomp->SetLogy(log);
944		TH1F *datahisto = allsamples.Draw("datahisto", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
945	<	TH1F *lm4histo = signalsamples.Draw("lm4histo", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
945	>	TH1F *lm3histo = signalsamples.Draw("lm3histo", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
946		THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb], mc, luminosity);
947		datahisto->SetMarkerSize(DataMarkerSize);
948		if (ymax>ymin) datahisto->SetMaximum(ymax);
949	<	lm4histo->SetLineStyle(2);
949	>	lm3histo->SetLineStyle(2);
950		datahisto->Draw("e1");
951		mcstack.Draw("same");
952		datahisto->Draw("same,e1");
953	<	// lm4histo->Draw("hist,same");
953	>	lm3histo->Draw("hist,same");
954		TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
955		if ( leftJustified ) {
956		Float_t w = kinleg->GetX2()-kinleg->GetX1();
957		kinleg->SetX1(0.2);
958		kinleg->SetX2(0.2+w);
959		}
960	<	// kinleg->AddEntry(lm4histo,"LM4","l");
960	>	kinleg->AddEntry(lm3histo,"LM3","l");
961		kinleg->Draw();
962		TText* write_variable = write_text(0.99,0.01,var);
963		write_variable->SetTextAlign(31);
#	Line 540 \| Line 966 \| void make_comp_plot( string var, string
966		CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
967		delete datahisto;
968		delete ccomp;
969	<	delete lm4histo;
969	>	delete lm3histo;
970		}
971		cutWeight=weightbackup;
972		}
#	Line 550 \| Line 976 \| void region_comparison_plots(string mcjz
976		dout << "Creating comparison plots for signal and control regions" << endl;
977		// Compare a few quantities in the signal region and all 7 control regions
978
979	<	switch_overunderflow(true); // switching overflow/underflow bins on
979	>	// switch_overunderflow(true); // switching overflow/underflow bins on
980
981	<
981	>	switch_overunderflow(true);
982		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
983		for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
984		float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
985		float mll_low=50;float mll_high=170;
986		if(!PlottingSetup::RestrictToMassPeak) {
987	<	mll_high=200;
988	<	mll_low=50;
987	>	mll_high=300;
988	>	mll_low=20;
989		}
990	<	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
990	>	make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
991	>	make_comp_plot("TMath::Abs(pfJetDphiMet[0])","\|#Delta#phi(jet1,MET)\|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
992	>
993	>	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
994		make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
995	<	make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
995	>	make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
996	>	make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
997		make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
998	<	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
998	>	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
999		make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
1000		make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
1001	+	make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
1002	+	make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
1003		}
1004
1005		switch_overunderflow(false); // switching overflow/underflow bins off
#	Line 766 \| Line 1198 \| *vector<TF1> do_extended_fit_to_plot(TH1**
1198		// 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)
1199		TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
1200		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1201	<	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);
1201	>	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);
1202
1203
1204		TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
#	Line 861 \| Line 1293 \| if you want to start from scratch (witho
1293		return return_functions;
1294		}
1295
1296	<	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false,string subdir="" )
1296	>	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
1297		{
1298	<	// note: sigma is not used ATM
867	<	switch_overunderflow(true);
1298	>
1299		bool is_data=false;
1300		bool use_signal=false;
1301		if(use_data==1) is_data=true;
1302		if(use_data==2) use_signal=true;
1303	<	int nbins=50;//100;
1304	<	if(is_data) nbins=50;
1303	>	int nbins=int(high/10);//100;
1304	>	if(is_data) nbins=int(high/10);
1305		float low=0;
1306	<	float hi=500;
1306	>	float hi=high;
1307	>
1308	>	stringstream cutpositiveS;
1309	>	cutpositiveS << "(" << jzb << ">0)";
1310	>	TCut cutpositive(cutpositiveS.str().c_str());
1311	>	stringstream cutnegativeS;
1312	>	cutnegativeS << "(" << jzb << "<0)";
1313	>	TCut cutnegative(cutnegativeS.str().c_str());
1314
877	–	stringstream largerzeroS;
878	–	largerzeroS << "("<<jzb<<">0)";
879	–	TCut largerzero(largerzeroS.str().c_str());
880	–	stringstream smallerzeroS;
881	–	smallerzeroS << "("<<jzb<<"<0)";
882	–	TCut smallerzero(smallerzeroS.str().c_str());
1315
1316		TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
1317	<	TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1318	<	TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1319	<	TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1320	<	TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1317	>	TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1318	>	TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1319	>	TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1320	>	TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1321
1322		blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
1323		blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
#	Line 900 \| Line 1332 \| void do_prediction_plot(string jzb, TCan
1332
1333		TH1F *RcorrJZBeemmNoS;
1334
1335	<	//these are for the ratio
1336	<
1337	<	TH1F *JRcorrJZBeemm = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1338	<	TH1F *JLcorrJZBeemm = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1339	<	TH1F *JRcorrJZBem = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
908	<	TH1F *JLcorrJZBem = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1335	>	//these are for the ratio
1336	>	TH1F *JRcorrJZBeemm = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1337	>	TH1F *JLcorrJZBeemm = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1338	>	TH1F *JRcorrJZBem = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1339	>	TH1F *JLcorrJZBem = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1340
1341		TH1F *JRcorrJZBSBem;
1342		TH1F *JLcorrJZBSBem;
1343		TH1F *JRcorrJZBSBeemm;
1344		TH1F *JLcorrJZBSBeemm;
1345
1346	<	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);
1346	>	if(use_data==2 \|\| overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,false);
1347
1348
1349	<	if(PlottingSetup::RestrictToMassPeak) {
1350	<	RcorrJZBSBem = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1351	<	LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1352	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1353	<	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1349	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1350	>	RcorrJZBSBem = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1351	>	LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1352	>	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1353	>	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1354
1355		//these are for the ratio
1356	<	JRcorrJZBSBem = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1357	<	JLcorrJZBSBem = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1358	<	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1359	<	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1356	>	JRcorrJZBSBem = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1357	>	JLcorrJZBSBem = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1358	>	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1359	>	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1360		}
1361
1362		TH1F *lm4RcorrJZBeemm;
1363	<	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"));
1363	>	if(overlay_signal \|\| use_data == 2 \|\| use_data == 1) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,allsamples.FindSample("LM"));
1364
1365		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
1366
#	Line 942 \| Line 1373 \| void do_prediction_plot(string jzb, TCan
1373		TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
1374		ClearHisto(BpredSys);
1375
1376	<	if(PlottingSetup::RestrictToMassPeak) {
1376	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1377		Bpred->Add(RcorrJZBem,1.0/3.);
1378		Bpred->Add(LcorrJZBem,-1.0/3.);
1379		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 993 \| Line 1424 \| void do_prediction_plot(string jzb, TCan
1424		SQRT(BpredSys);
1425		BpredSys->Divide(JBpred);
1426
996	–
1427		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
1428		TH1F Tpred = (TH1F)RcorrJZBem->Clone("Bpred");
1429		Tpred->Add(LcorrJZBem,-1.0);
1430	<	if(PlottingSetup::RestrictToMassPeak) {
1430	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1431		Tpred->Add(RcorrJZBSBem,1.0);
1432		Tpred->Add(LcorrJZBSBem,-1.0);
1433		Tpred->Add(RcorrJZBSBeemm,1.0);
#	Line 1046 \| Line 1476 \| void do_prediction_plot(string jzb, TCan
1476		Bpred->Draw("hist,same");
1477		//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1478		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1479	<	lm4RcorrJZBeemm->Draw("hist,same");
1479	>	//lm4RcorrJZBeemm->Draw("hist,same");
1480		legBpred->AddEntry(RcorrJZBeemm,"observed","p");
1481		legBpred->AddEntry(Bpred,"predicted","l");
1482		// legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1483		// legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1484	<	legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1484	>	// legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
1485		legBpred->Draw();
1486		DrawPrelim();
1487
#	Line 1061 \| Line 1491 \| void do_prediction_plot(string jzb, TCan
1491		Bpred->SetLineWidth(2);
1492		predcomppad->cd();
1493		predcomppad->SetLogy(1);
1064	–
1494		TH1F jzbnegative = (TH1F)LcorrJZBeemm->Clone("jzbnegative");
1495		TH1F sidebandsemu = (TH1F)Bpred->Clone("sidebandsemu");
1496		sidebandsemu->Add(jzbnegative,-1);
#	Line 1083 \| Line 1512 \| void do_prediction_plot(string jzb, TCan
1512		// lm4RcorrJZBeemm->SetLineColor(kOrange+1);
1513		lm4RcorrJZBeemm->SetLineWidth(2);
1514		//lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
1515	<	lm4RcorrJZBeemm->Draw("histo,same");
1515	>	// lm4RcorrJZBeemm->Draw("histo,same");
1516		DrawPrelim();
1517		TLegend *speciallegBpred = make_legend("",0.45,0.55);
1518		//TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
1519		speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
1520		speciallegBpred->AddEntry(Bpred,"Total background","l");
1521		speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
1522	<	speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1522	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1523	>	else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
1524		// speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
1525	<	speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1525	>	// speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1526		speciallegBpred->Draw();
1527		save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
1528
1529		TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1530	<	THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1530	>	specialcanv->SetLogy(1);
1531	>	// THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1532		blankback->Draw();
1533	<	kostack.Draw("same");
1533	>	// kostack.Draw("same");
1534	>	predcomposition.Draw();
1535		Bpred->Draw("hist,same");
1536	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1536	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1537		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1538		legBpred->Draw();
1539		DrawPrelim();
1540		CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
1541		Bpred->SetLineWidth((int)CurrentBpredLineWidth);
1542
1543	+
1544	+	//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;
1545	+
1546		delete speciallegBpred;
1547		delete Zjetspred;
1548		delete TTbarpred;
#	Line 1123 \| Line 1558 \| void do_prediction_plot(string jzb, TCan
1558		legBpred->AddEntry(Bpred,"MC predicted","l");
1559		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
1560		if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
1561	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1561	>	// if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1562		legBpred->Draw();
1563		DrawMCPrelim();
1564		Bpredsaveas="Bpred_MC";
#	Line 1155 \| Line 1590 \| void do_prediction_plot(string jzb, TCan
1590
1591		RcorrJZBeemmNoS->SetLineStyle(2);
1592		legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
1593	<	legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
1593	>	// legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
1594		legBpred2->Draw();
1595		RcorrJZBeemmNoS->SetLineColor(TColor::GetColor("#61210B"));
1596		RcorrJZBeemmNoS->Draw("histo,same");
#	Line 1172 \| Line 1607 \| void do_prediction_plot(string jzb, TCan
1607		string ytitle("ratio");
1608		if ( use_data==1 ) ytitle = "data/pred";
1609		//save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1610	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,true,ytitle,BpredSys);//not extending the y range anymore up to 4
1610	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
1611	>
1612
1613
1614		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1615		// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1616	<	if(PlottingSetup::RestrictToMassPeak) {
1616	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1617		TH1F Bpredem = (TH1F)LcorrJZBeemm->Clone("Bpredem");
1618		Bpredem->Add(RcorrJZBem);
1619		Bpredem->Add(LcorrJZBem,-1);
#	Line 1232 \| Line 1668 \| void do_prediction_plot(string jzb, TCan
1668		legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1669		legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1670		legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1671	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1671	>	// if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1672		legBpredc->Draw();
1673		CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
1674		}
1675		}
1676
1677	+	TFile *f = new TFile("tester.root","RECREATE");
1678	+	RcorrJZBeemm->Write();
1679	+	Bpred->Write();
1680	+	f->Close();
1681	+
1682		delete RcorrJZBeemm;
1683		delete LcorrJZBeemm;
1684		delete RcorrJZBem;
#	Line 1250 \| Line 1691 \| void do_prediction_plot(string jzb, TCan
1691
1692		delete blankback;
1693
1694	<	if(PlottingSetup::RestrictToMassPeak) {
1694	>	delete BpredSys;
1695	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1696		delete RcorrJZBSBem;
1697		delete LcorrJZBSBem;
1698		delete RcorrJZBSBeemm;
#	Line 1262 \| Line 1704 \| void do_prediction_plot(string jzb, TCan
1704		delete JLcorrJZBSBeemm;
1705		}
1706		if(overlay_signal \|\| use_data==2) delete lm4RcorrJZBeemm;
1265	–	switch_overunderflow(false);
1707		}
1708
1709		void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
1710	+	switch_overunderflow(true);
1711		TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
1712	<	do_prediction_plot(datajzb,globalcanvas,DataSigma,jzbHigh ,data,overlay_signal);
1712	>	do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
1713		if ( !PlottingSetup::Approved ) {
1714	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mc,overlay_signal);
1715	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mcwithsignal,overlay_signal);
1714	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
1715	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
1716		} else {
1717		write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
1718		}
1719	<	}
1720	<
1279	<	void do_ratio_plot(int is_data,vector<float> binning, string jzb, TCanvas *can, float high=-9999) {
1280	<	bool do_data=0;
1281	<	bool dosignal=0;
1282	<	if(is_data==1) do_data=1;
1283	<	if(is_data==2) dosignal=1;
1284	<	TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1285	<	TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1286	<	TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1287	<	TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1288	<
1289	<	TH1F *RcorrJZBSBem;
1290	<	TH1F *LcorrJZBSBem;
1291	<	TH1F *RcorrJZBSBeemm;
1292	<	TH1F *LcorrJZBSbeemm;
1293	<
1294	<	if(PlottingSetup::RestrictToMassPeak) {
1295	<	RcorrJZBSBem = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1296	<	LcorrJZBSBem = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1297	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1298	<	LcorrJZBSbeemm = allsamples.Draw("LcorrJZBSbeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1299	<	}
1300	<
1301	<
1302	<
1303	<
1304	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1305	<	TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
1306	<	if(PlottingSetup::RestrictToMassPeak) {
1307	<	Bpred->Add(RcorrJZBem,1.0/3);
1308	<	Bpred->Add(LcorrJZBem,-1.0/3);
1309	<	Bpred->Add(RcorrJZBSBem,1.0/3);
1310	<	Bpred->Add(LcorrJZBSBem,-1.0/3);
1311	<	Bpred->Add(RcorrJZBSBeemm,1.0/3);
1312	<	Bpred->Add(LcorrJZBSbeemm,-1.0/3);
1313	<	} else {
1314	<	Bpred->Add(RcorrJZBem,1.0);
1315	<	Bpred->Add(LcorrJZBem,-1.0);
1316	<	}
1317	<
1318	<	can->cd();
1319	<	can->SetLogy(0);
1320	<	Bpred->SetLineColor(kRed);
1321	<	Bpred->SetStats(0);
1322	<	if(high>0) Bpred->GetXaxis()->SetRangeUser(0,high);
1323	<	TH1F JZBratioforfitting=(TH1F)RcorrJZBeemm->Clone("JZBratioforfitting");
1324	<	JZBratioforfitting->Divide(Bpred);
1325	<	TGraphAsymmErrors *JZBratio = histRatio(RcorrJZBeemm,Bpred,is_data,binning,false);
1326	<
1327	<
1328	<	JZBratio->SetTitle("");
1329	<	JZBratio->GetYaxis()->SetRangeUser(0.0,9.0);
1330	<	// if(is_data==1) JZBratio->GetXaxis()->SetRangeUser(0,jzbHigh );
1331	<
1332	<	TF1 *pol0 = new TF1("pol0","[0]",0,1000);
1333	<	TF1 *pol0d = new TF1("pol0","[0]",0,1000);
1334	<	// straightline_fit->SetParameter(0,1);
1335	<	JZBratioforfitting->Fit(pol0,"Q0R","",0,30);
1336	<	pol0d->SetParameter(0,pol0->GetParameter(0));
1337	<
1338	<	JZBratio->GetYaxis()->SetTitle("Observed/Predicted");
1339	<	JZBratio->GetXaxis()->SetTitle("JZB [GeV]");
1340	<	if ( high>0 ) JZBratio->GetXaxis()->SetRangeUser(0.0,high);
1341	<	JZBratio->GetYaxis()->SetNdivisions(519);
1342	<	JZBratio->GetYaxis()->SetRangeUser(0.0,4.0);
1343	<	JZBratio->GetYaxis()->CenterTitle();
1344	<	JZBratio->GetXaxis()->CenterTitle();
1345	<	JZBratio->SetMarkerSize(DataMarkerSize);
1346	<	JZBratio->Draw("AP");
1347	<	/////----------------------------
1348	<	TPaveText *writeresult = new TPaveText(0.15,0.78,0.49,0.91,"blNDC");
1349	<	writeresult->SetFillStyle(4000);
1350	<	writeresult->SetFillColor(kWhite);
1351	<	writeresult->SetTextFont(42);
1352	<	writeresult->SetTextSize(0.03);
1353	<	writeresult->SetTextAlign(12);
1354	<	ostringstream jzb_agreement_data_text;
1355	<	jzb_agreement_data_text<< setprecision(2) << "mean =" << pol0->GetParameter(0) << " #pm " << setprecision(1) << pol0->GetParError(0);
1356	<	if(is_data==1) fitresultconstdata=pol0->GetParameter(0);// data
1357	<	if(is_data==0) fitresultconstmc=pol0->GetParameter(0); // monte carlo, no signal
1358	<	/* if(is_data) writeresult->AddText("Data closure test");
1359	<	else writeresult->AddText("MC closure test");
1360	<	*/
1361	<	writeresult->AddText(jzb_agreement_data_text.str().c_str());
1362	<	// writeresult->Draw("same");
1363	<	// pol0d->Draw("same");
1364	<	TF1 *topline = new TF1("","1.5",0,1000);
1365	<	TF1 *bottomline = new TF1("","0.5",0,1000);
1366	<	topline->SetLineColor(kBlue);
1367	<	topline->SetLineStyle(2);
1368	<	bottomline->SetLineColor(kBlue);
1369	<	bottomline->SetLineStyle(2);
1370	<	// topline->Draw("same");
1371	<	// bottomline->Draw("same");
1372	<	TF1 *oneline = new TF1("","1.0",0,1000);
1373	<	oneline->SetLineColor(kBlue);
1374	<	oneline->SetLineStyle(1);
1375	<	oneline->Draw("same");
1376	<	TLegend *phony_leg = make_legend("ratio",0.6,0.55,false);//this line is just to have the default CMS Preliminary (...) on the canvas as well.
1377	<	if(is_data==1) DrawPrelim();
1378	<	else DrawMCPrelim();
1379	<	TLegend *leg = new TLegend(0.55,0.75,0.89,0.89);
1380	<	leg->SetTextFont(42);
1381	<	leg->SetTextSize(0.04);
1382	<	// if(is_data==1) leg->SetHeader("Ratio (data)");
1383	<	// else leg->SetHeader("Ratio (MC)");
1384	<
1385	<	TString MCtitle("MC ");
1386	<	if (is_data==1) MCtitle = "";
1387	<
1388	<	leg->SetFillStyle(4000);
1389	<	leg->SetFillColor(kWhite);
1390	<	leg->SetTextFont(42);
1391	<	// leg->AddEntry(topline,"+20\% sys envelope","l");
1392	<	leg->AddEntry(JZBratio,MCtitle+"obs / "+MCtitle+"pred","p");
1393	<	leg->AddEntry(oneline,"ratio = 1","l");
1394	<	// leg->AddEntry(pol0d,"fit in [0,30] GeV","l");
1395	<	// leg->AddEntry(bottomline,"#pm50% envelope","l");
1396	<
1397	<
1398	<	//leg->Draw("same"); // no longer drawing legend
1399	<
1400	<	if(is_data==1) CompleteSave(can, "jzb_ratio_data");
1401	<	if(is_data==0) CompleteSave(can, "jzb_ratio_mc");
1402	<	if(is_data==2) CompleteSave(can, "jzb_ratio_mc_BandS");//special case, MC with signal!
1403	<
1404	<	delete RcorrJZBeemm;
1405	<	delete LcorrJZBeemm;
1406	<	delete RcorrJZBem;
1407	<	delete LcorrJZBem;
1408	<
1409	<	delete RcorrJZBSBem;
1410	<	delete LcorrJZBSBem;
1411	<	delete RcorrJZBSBeemm;
1412	<	delete LcorrJZBSbeemm;
1413	<	}
1414	<
1415	<	void do_ratio_plots(string mcjzb,string datajzb,vector<float> ratio_binning) {
1416	<	TCanvas *globalc = new TCanvas("globalc","Ratio Plot Canvas");
1417	<	globalc->SetLogy(0);
1418	<
1419	<	do_ratio_plot(mc,ratio_binning,mcjzb,globalc, jzbHigh );
1420	<	do_ratio_plot(data,ratio_binning,datajzb,globalc, jzbHigh );
1421	<	do_ratio_plot(mcwithsignal,ratio_binning,mcjzb,globalc, jzbHigh );
1719	>	delete globalcanvas;
1720	>	switch_overunderflow(false);
1721		}
1722
1723		string give_jzb_expression(float peak, int type) {
#	Line 1610 \| Line 1909 \| void draw_pure_jzb_histo(TCut cut,string
1909		datahisto->Draw("same,e1");
1910
1911		TLegend *leg;
1912	<	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1913	<	else if(!is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1914	<	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1915	<	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1916	<	else {
1917	<	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1918	<	exit(-1);
1919	<	}
1912	>	if (!PlottingSetup::RestrictToMassPeak\|\|!PlottingSetup::UseSidebandsForcJZB) {
1913	>	if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
1914	>	else leg = allsamples.allbglegend("Same flavor",datahisto);
1915	>	} else {
1916	>	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1917	>	else if(!is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1918	>	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1919	>	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1920	>	else {
1921	>	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1922	>	exit(-1);
1923	>	}
1924	>	}
1925		leg->Draw();
1926		string write_cut = decipher_cut(cut,"");
1927		TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
#	Line 1668 \| Line 1972 \| void produce_stretched_jzb_plots(string
1972		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
1973		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
1974		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
1975	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
1976	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
1975	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
1976	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
1977
1978		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
1979		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
1980	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
1981	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
1980	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
1981	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
1982
1983		delete dican;
1984		}
1985
1986
1987		void diboson_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
1988	+	switch_overunderflow(true);
1989		vector<int> SamplesToBeModified = allsamples.FindSampleBySampleName("WW/WZ/ZZ");
1990
1991		if(SamplesToBeModified.size()==0 \|\| SamplesToBeModified[0]==-1) {
#	Line 1705 \| Line 2010 \| void diboson_plots(string mcjzb, string
2010		dout << "Going to produce JZB plots" << endl;
2011		produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
2012		TCanvas *gloca = new TCanvas("gloca","gloca");
1708	–	float sigma=123456;
2013
2014		dout << "Going to produce prediction plots" << endl;
2015	<	do_prediction_plot(mcjzb, gloca, sigma, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
2016	<	do_prediction_plot(mcjzb, gloca, sigma, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
2015	>	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
2016	>	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
2017		delete gloca;
2018
2019		dout << "Going to reset the cross section for diboson samples ... " << endl;
#	Line 1721 \| Line 2025 \| void diboson_plots(string mcjzb, string
2025		dout << " Reset xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " from " << Upxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ") and reset the correct name (from " << Upname << ")" << endl;
2026
2027		}
2028	+	// switch_overunderflow(false);
2029	+	}
2030	+
2031	+
2032	+	void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
2033	+	TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
2034	+	jzbpad->cd();
2035	+	jzbpad->SetLogy(1);
2036	+	string xlabel="JZB [GeV]";
2037	+
2038	+	TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
2039	+	datahisto1->SetLineColor(kRed);
2040	+	datahisto1->SetMarkerColor(kRed);
2041	+	TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
2042	+	datahisto2->SetLineColor(kBlue);
2043	+	datahisto2->SetMarkerColor(kBlue);
2044	+
2045	+	datahisto2->SetMarkerSize(DataMarkerSize);
2046	+	datahisto1->DrawNormalized("e1");
2047	+	datahisto2->DrawNormalized("histo,same");
2048	+	datahisto1->DrawNormalized("same,e1");
2049	+
2050	+	TLegend *leg = make_legend();
2051	+	leg->AddEntry(datahisto1,legentry1.c_str());
2052	+	leg->AddEntry(datahisto2,legentry2.c_str());
2053	+	leg->Draw();
2054	+
2055	+	save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
2056
2057	+	datahisto1->Delete();
2058	+	datahisto2->Delete();
2059		}
2060	+
2061	+
2062		void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2063	+	switch_overunderflow(true);
2064		TCanvas *can = new TCanvas("can","JZB Plots Canvas");
2065		float max=jzbHigh ;
2066		float min=-120;
#	Line 1744 \| Line 2081 \| void jzb_plots(string mcjzb, string data
2081		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2082		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2083		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2084	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2085	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2084	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2085	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2086	>	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);
2087	>	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);
2088	>	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);
2089	>
2090		}
2091
2092		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
2093		if ( !PlottingSetup::Approved ) {
2094		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2095		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2096	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2097	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2096	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2097	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2098		}
2099		delete can;
2100	+	switch_overunderflow(false);
2101		}
2102
2103
#	Line 1805 \| Line 2147 \| void compute_MC_yields(string mcjzb,vect
2147		TCanvas *yica = new TCanvas("yica","yield canvas");
2148
2149		int nRegions=4;
2150	<	if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
2150	>	if(!PlottingSetup::RestrictToMassPeak\|\|!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
2151		string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
2152		string posneg[] = {"pos","neg"};
2153		TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
#	Line 2092 \| Line 2434 \| void draw_ttbar_and_zjets_shape(string m
2434		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
2435		}
2436
2437	<	float find_one_correction_factor(string FindKeyword, TCut SpecialCut, string SaveAs) {
2437	>	float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
2438		TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2439		cancorr->SetLogz();
2440		cancorr->SetRightMargin(0.13);
2441	<	TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)"&&SpecialCut);
2441	>	TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
2442	>
2443		if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2444		TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2445	+	niceresponseplotd->Sumw2();
2446	+	TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
2447		vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2448	<	for(int iSample=0;iSample<SampleIndices.size();iSample++) {
2449	<	dout << " Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << endl;
2450	<	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",zptforresponsepresentation*cutWeight);
2448	>	for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2449	>	if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2450	>	if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2451	>
2452	>	dout << " Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2453	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
2454	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
2455		}
2456	<
2456	>	niceresponseplotd->Add(emuResponse,-1);
2457	>
2458		niceresponseplotd->SetStats(0);
2459		niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2460		niceresponseplotd->GetYaxis()->SetTitle("Response");
#	Line 2112 \| Line 2462 \| float find_one_correction_factor(string
2462		niceresponseplotd->GetYaxis()->CenterTitle();
2463		niceresponseplotd->Draw("COLZ");
2464		TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2465	+	profd->Rebin(2);
2466		profd->SetMarkerSize(DataMarkerSize);
2467		profd->Fit("pol0","","same,e1",100,400);
2468		DrawPrelim();
#	Line 2131 \| Line 2482 \| float find_one_correction_factor(string
2482		CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2483		delete cancorr;
2484		delete niceresponseplotd;
2485	+	delete profd;
2486		return correction;
2487		}
2488
2489		void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2490
2491	+	dout << "Computing response corrections: " << endl;
2492		//Step 1 : Get results
2493	<	float datacorrection=find_one_correction_factor("Data","","Data");
2494	<	float mccorrection=find_one_correction_factor("DY","","MC");
2493	>	float datacorrection=find_one_correction_factor("Data",true,"","Data");
2494	>	float mccorrection=find_one_correction_factor("DY",false,"","MC");
2495
2496	<	float dataEEcorrection=find_one_correction_factor("Data","id1==0","Data_ee");
2497	<	float mcEEcorrection=find_one_correction_factor("DY","id1==0","MC_ee");
2496	>	float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
2497	>	float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
2498
2499	<	float dataMMcorrection=find_one_correction_factor("Data","id1==1","Data_mm");
2500	<	float mcMMcorrection=find_one_correction_factor("DY","id1==1","MC_mm");
2499	>	float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
2500	>	float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
2501
2502		cout << "Corrections : " << endl;
2503		cout << " Data : " << datacorrection << endl;
#	Line 2152 \| Line 2505 \| void find_correction_factors(string &jzb
2505		cout << " MC : " << mccorrection << endl;
2506		cout << " ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
2507
2155	–	cout << " result from new one for data: " << 0.937097 << endl;
2156	–	cout << " result from old one for data: " << 0.937097 << endl;
2157	–	cout << " result from new one for MC: " << 0.96848 << endl;
2158	–	cout << " result from old one for MC: " << 0.963502 << endl;
2159	–
2160	–
2508		//Step 2: Processing the result and making it into something useful :-)
2509		stringstream jzbvardatas;
2510		jzbvardatas << "(";
#	Line 2170 \| Line 2517 \| void find_correction_factors(string &jzb
2517
2518		float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
2519
2520	<	if(averagecorrection>1) jzbvardatas<<"+((id1!=id2)(jzb[1]-" << averagecorrection-1 << "pt))";
2521	<	if(averagecorrection<1) jzbvardatas<<"+((id1!=id2)(jzb[1]-" << 1-averagecorrection << "pt))";
2520	>	if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)(jzb[1]-" << datacorrection-1 << "pt))";
2521	>	if(datacorrection<1) jzbvardatas<<"+((id1!=id2)(jzb[1]+" << 1-datacorrection << "pt))";
2522
2523		jzbvardatas << ")";
2524		jzbvardata=jzbvardatas.str();
#	Line 2187 \| Line 2534 \| void find_correction_factors(string &jzb
2534
2535		float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
2536
2537	<	if(averagemccorrection>1) jzbvarmcs<<"+((id1!=id2)(jzb[1]-" << averagemccorrection-1 << "pt))";
2538	<	if(averagemccorrection<1) jzbvarmcs<<"+((id1!=id2)(jzb[1]-" << 1-averagemccorrection << "pt))";
2537	>	if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)(jzb[1]-" << mccorrection-1 << "pt))";
2538	>	if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)(jzb[1]+" << 1-mccorrection << "pt))";
2539
2540		jzbvarmcs << ")";
2541		jzbvarmc=jzbvarmcs.str();
#	Line 2248 \| Line 2595 \| void save_template(string mcjzb, string
2595		configfile<<"\n\n";
2596		configfile<<"luminosity="<<luminosity<<";\n";
2597		configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
2598	+	configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
2599
2600		configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
2601
#	Line 2290 \| Line 2638 \| void ttbar_sidebands_comparison(string m
2638		//in the case of the on peak analysis, we compare the 3 control regions to the real value
2639		//in the case of the OFF peak analysis, we compare our control region to the real value
2640		TCut weightbackup=cutWeight;
2641	<	// cutWeight="1.0";
2642	<	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2641	>	switch_overunderflow(true);
2642	>
2643	>	bool doPURW=false;
2644	>
2645
2646	+	if(!doPURW) {
2647	+	dout << "Not doing PU reweighting for ttbar closure test" << endl;
2648	+	cutWeight="1.0";
2649	+	// Do it without PU re-weighting
2650	+	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2651	+	stringstream resultsNoPU;
2652	+	stringstream noPUdatajzb;
2653	+	stringstream noPUmcjzb;
2654	+
2655	+	stringstream mcjzbnoPU;
2656	+	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2657	+	mcjzb = noPUmcjzb.str();
2658	+	}
2659	+
2660	+
2661	+	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2662
2663	<	TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2663	>	TH1F *TZem = systsamples.Draw("TZem", mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2664		TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2665		TH1F *TSem;
2666		TH1F *nTSem;
2667	<	TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2667	>	TH1F *TZeemm = systsamples.Draw("TZeemm", mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2668		TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2669		TH1F *TSeemm;
2670		TH1F *nTSeemm;
2671
2672	<	if(PlottingSetup::RestrictToMassPeak) {
2673	<	TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2674	<	nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2675	<	TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2672	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2673	>	TSem = systsamples.Draw("TSem", mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2674	>	nTSem = systsamples.Draw("nTSem", "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2675	>	TSeemm = systsamples.Draw("TSeemm", mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2676		nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2677		}
2678
2679		TCanvas *tcan = new TCanvas("tcan","tcan");
2314	–
2680		tcan->SetLogy(1);
2681
2682		TZeemm->SetLineColor(kBlack);
#	Line 2320 \| Line 2685 \| void ttbar_sidebands_comparison(string m
2685		TZem->SetMarkerColor(kRed);
2686
2687
2688	<	if(PlottingSetup::RestrictToMassPeak) {
2688	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2689		TSem->SetLineColor(TColor::GetColor("#00A616"));
2690		TSeemm->SetLineColor(kMagenta+2);
2691		TSem->SetMarkerColor(TColor::GetColor("#00A616"));
#	Line 2330 \| Line 2695 \| void ttbar_sidebands_comparison(string m
2695		}
2696
2697		vector<TH1F*> histos;
2698	+	TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2699	+	TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2700		histos.push_back(TZem);
2701		histos.push_back(TZeemm);
2702	<	if(PlottingSetup::RestrictToMassPeak) {
2702	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2703	>	TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2704	>	TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2705		histos.push_back(TSem);
2706		histos.push_back(TSeemm);
2707		}
2708	<	draw_all_ttbar_histos(tcan,histos,"histo",0.04);
2708	>	draw_all_ttbar_histos(tcan,histos,"histo",8);
2709
2710		TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
2711		leg->AddEntry(TZeemm,"SFZP","l");
2712		leg->AddEntry(TZem,"OFZP","l");
2713	<	if(PlottingSetup::RestrictToMassPeak) {
2713	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2714		leg->AddEntry(TSeemm,"SFSB","l");
2715		leg->AddEntry(TSem,"OFSB","l");
2716		}
2717		leg->Draw("same");
2718		DrawMCPrelim(simulatedlumi);
2719		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison");
2720	+
2721		TH1F TZemcopy = (TH1F)TZem->Clone("TZemcopy");
2722		TH1F TZeemmcopy = (TH1F)TZeemm->Clone("TZeemmcopy");
2723		TH1F *TSeemmcopy;
2724		TH1F *TSemcopy;
2725	<	if(PlottingSetup::RestrictToMassPeak) {
2725	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2726		TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
2727		TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
2728		}
2729
2730		TZem->Divide(TZeemm);
2731		TZem->SetMarkerStyle(21);
2732	<	if(PlottingSetup::RestrictToMassPeak) {
2732	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2733		TSem->Divide(TZeemm);
2734		TSeemm->Divide(TZeemm);
2735		TSem->SetMarkerStyle(24);
2736		TSeemm->SetMarkerStyle(32);
2737	<	}
2737	>	}
2738
2739		tcan->SetLogy(0);
2740		TZem->GetYaxis()->SetRangeUser(0,2.5);
2741		TZem->GetYaxis()->SetTitle("ratio");
2742		TZem->Draw();
2743	<	if(PlottingSetup::RestrictToMassPeak) {
2743	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2744		TSem->Draw("same");
2745		TSeemm->Draw("same");
2746		}
2747
2748	<	float linepos=0.25;
2749	<	if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
2750	<	if(!PlottingSetup::RestrictToMassPeak) linepos=0.1; //sys uncertainty for iJZB
2748	>	float linepos=emuncertONPEAK;
2749	>	if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
2750	>
2751		TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
2752		TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2753		TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
#	Line 2400 \| Line 2770 \| void ttbar_sidebands_comparison(string m
2770
2771		TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
2772		leg2->AddEntry(TZem,"OFZP / SFZP","ple");
2773	<	if(PlottingSetup::RestrictToMassPeak) {
2773	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2774		leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
2775		leg2->AddEntry(TSem,"OFSB / SFZP","ple");
2776		}
#	Line 2413 \| Line 2783 \| void ttbar_sidebands_comparison(string m
2783		DrawMCPrelim(simulatedlumi);
2784		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
2785
2786	+
2787	+	if (0) { // Turn this off: we don't need this
2788
2789	<	///-------------- second part: only look at the quantity we actually care about!
2790	<	TH1F leftsfzp = (TH1F)nTZeemm->Clone("leftsfzp");
2791	<	TH1F rightsfzp = (TH1F)TZeemmcopy->Clone("rightsfzp");
2792	<	rightsfzp->Add(leftsfzp,-1);
2793	<	TH1F leftofzp = (TH1F)nTZem->Clone("leftofzp");
2794	<	TH1F rightofzp = (TH1F)TZemcopy->Clone("rightofzp");
2795	<	rightofzp->Add(leftofzp,-1);
2796	<	TH1F *leftofsb;
2797	<	TH1F *rightofsb;
2798	<	TH1F *leftsfsb;
2799	<	TH1F *rightsfsb;
2800	<	if(PlottingSetup::RestrictToMassPeak) {
2801	<	leftofsb = (TH1F*)nTSem->Clone("leftofsb");
2802	<	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2803	<	rightofsb->Add(leftofsb,-1);
2804	<	leftsfsb = (TH1F*)nTSeemm->Clone("leftsfsb");
2805	<	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2806	<	rightsfsb->Add(leftsfsb,-1);
2807	<	}
2789	>	///-------------- second part: only look at the quantity we actually care about!
2790	>	TH1F leftsfzp = (TH1F)nTZeemm->Clone("leftsfzp");
2791	>	TH1F rightsfzp = (TH1F)TZeemmcopy->Clone("rightsfzp");
2792	>	rightsfzp->Add(leftsfzp,-1);
2793	>	TH1F leftofzp = (TH1F)nTZem->Clone("leftofzp");
2794	>	TH1F rightofzp = (TH1F)TZemcopy->Clone("rightofzp");
2795	>	rightofzp->Add(leftofzp,-1);
2796	>	TH1F *leftofsb;
2797	>	TH1F *rightofsb;
2798	>	TH1F *leftsfsb;
2799	>	TH1F *rightsfsb;
2800	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2801	>	leftofsb = (TH1F*)nTSem->Clone("leftofsb");
2802	>	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2803	>	rightofsb->Add(leftofsb,-1);
2804	>	leftsfsb = (TH1F*)nTSeemm->Clone("leftsfsb");
2805	>	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2806	>	rightsfsb->Add(leftsfsb,-1);
2807	>	}
2808
2809	<	tcan->SetLogy(1);
2810	<	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2811	<	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2812	<	rightsfzp->Draw("histo");
2813	<	rightofzp->Draw("histo,same");
2814	<	if(PlottingSetup::RestrictToMassPeak) {
2815	<	rightofsb->Draw("histo,same");
2816	<	rightsfsb->Draw("histo,same");
2817	<	}
2818	<	DrawMCPrelim(simulatedlumi);
2809	>	tcan->SetLogy(1);
2810	>	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2811	>	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2812	>	rightsfzp->Draw("histo");
2813	>	rightofzp->Draw("histo,same");
2814	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2815	>	rightofsb->Draw("histo,same");
2816	>	rightsfsb->Draw("histo,same");
2817	>	}
2818	>	DrawMCPrelim(simulatedlumi);
2819
2820	<	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2821	<	legA->AddEntry(rightsfzp,"SFZP","l");
2822	<	legA->AddEntry(rightofzp,"OFZP","l");
2823	<	if(PlottingSetup::RestrictToMassPeak) {
2824	<	legA->AddEntry(rightofsb,"SFSB","l");
2825	<	legA->AddEntry(rightsfsb,"OFSB","l");
2826	<	}
2827	<	legA->Draw();
2820	>	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2821	>	legA->AddEntry(rightsfzp,"SFZP","l");
2822	>	legA->AddEntry(rightofzp,"OFZP","l");
2823	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2824	>	legA->AddEntry(rightofsb,"SFSB","l");
2825	>	legA->AddEntry(rightsfsb,"OFSB","l");
2826	>	}
2827	>	legA->Draw();
2828
2829	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2829	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2830
2831	<	tcan->SetLogy(0);
2832	<	rightofzp->Divide(rightsfzp);
2833	<	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2834	<	rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
2835	<	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2836	<	rightofzp->Draw();
2837	<	if(PlottingSetup::RestrictToMassPeak) {
2838	<	rightofsb->Divide(rightsfzp);
2839	<	rightsfsb->Divide(rightsfzp);
2840	<	rightofsb->Draw("same");
2841	<	rightsfsb->Draw("same");
2842	<	}
2843	<
2844	<	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2845	<	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2846	<	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2847	<
2848	<	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2849	<	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2850	<	center2->SetLineColor(kBlue);
2851	<
2852	<	top2->Draw("same");
2853	<	center2->Draw("same");
2854	<	bottom2->Draw("same");
2855	<
2856	<	rightofzp->SetMarkerStyle(21);
2857	<	if(PlottingSetup::RestrictToMassPeak) {
2858	<	rightofsb->SetMarkerStyle(24);
2859	<	rightsfsb->SetMarkerStyle(32);
2860	<	}
2861	<
2862	<	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2863	<	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2864	<	if(PlottingSetup::RestrictToMassPeak) {
2865	<	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2866	<	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2867	<	}
2868	<	leg3->AddEntry(bottom,"syst. envelope","l");
2869	<	leg3->SetX1(0.25);leg3->SetX2(0.6);
2870	<	leg3->SetY1(0.65);
2831	>	tcan->SetLogy(0);
2832	>	rightofzp->Divide(rightsfzp);
2833	>	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2834	>	rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2835	>	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2836	>	rightofzp->Draw();
2837	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2838	>	rightofsb->Divide(rightsfzp);
2839	>	rightsfsb->Divide(rightsfzp);
2840	>	rightofsb->Draw("same");
2841	>	rightsfsb->Draw("same");
2842	>	}
2843	>
2844	>	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2845	>	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2846	>	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2847	>
2848	>	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2849	>	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2850	>	center2->SetLineColor(kBlue);
2851	>
2852	>	top2->Draw("same");
2853	>	center2->Draw("same");
2854	>	bottom2->Draw("same");
2855	>
2856	>	rightofzp->SetMarkerStyle(21);
2857	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2858	>	rightofsb->SetMarkerStyle(24);
2859	>	rightsfsb->SetMarkerStyle(32);
2860	>	}
2861	>
2862	>	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2863	>	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2864	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2865	>	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2866	>	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2867	>	}
2868	>	leg3->AddEntry(bottom,"syst. envelope","l");
2869	>	leg3->SetX1(0.25);leg3->SetX2(0.6);
2870	>	leg3->SetY1(0.65);
2871
2872	<	leg3->Draw("same");
2872	>	leg3->Draw("same");
2873
2874	<	DrawMCPrelim(simulatedlumi);
2875	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2874	>	DrawMCPrelim(simulatedlumi);
2875	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2876	>
2877	>	}
2878
2879		delete TZem;
2880		delete nTZem;
2881		delete TZeemm;
2882		delete nTZeemm;
2883	<	if(PlottingSetup::RestrictToMassPeak) {
2883	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2884		delete TSem;
2885		delete nTSem;
2886		delete TSeemm;
#	Line 2515 \| Line 2889 \| void ttbar_sidebands_comparison(string m
2889
2890		delete tcan;
2891		cutWeight=weightbackup;
2892	+	switch_overunderflow(false);
2893		}
2894
2895		void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
2896		vector<float> nicer_binning;
2897	<	nicer_binning.push_back(-125);
2897	>
2898	>	/* nicer_binning.push_back(-400);
2899	>	nicer_binning.push_back(-250);
2900	>	nicer_binning.push_back(-200);
2901	>	nicer_binning.push_back(-150);
2902	>	nicer_binning.push_back(-100);
2903	>	nicer_binning.push_back(-50);
2904	>	nicer_binning.push_back(-20);
2905	>
2906	>	nicer_binning.push_back(0);
2907	>	nicer_binning.push_back(20);
2908	>	nicer_binning.push_back(50);
2909	>	nicer_binning.push_back(100);
2910	>	nicer_binning.push_back(150);
2911	>	nicer_binning.push_back(200);
2912	>	nicer_binning.push_back(250);
2913	>	nicer_binning.push_back(400);*/
2914	>
2915		nicer_binning.push_back(-100);
2524	–	nicer_binning.push_back(-75);
2916		nicer_binning.push_back(-50);
2917		nicer_binning.push_back(-25);
2918		nicer_binning.push_back(0);
#	Line 2531 \| Line 2922 \| void ttbar_sidebands_comparison(string m
2922		nicer_binning.push_back(100);
2923		nicer_binning.push_back(125);
2924		nicer_binning.push_back(150);
2925	<	nicer_binning.push_back(175);
2925	>	//nicer_binning.push_back(175);
2926		nicer_binning.push_back(200);
2927	<	nicer_binning.push_back(230);
2928	<	nicer_binning.push_back(280);
2929	<	nicer_binning.push_back(400);
2927	>	// nicer_binning.push_back(250);
2928	>	// nicer_binning.push_back(300);
2929	>	// nicer_binning.push_back(400);
2930	>
2931		ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
2932		}
2933
2934
2935	<	void zjets_prediction_comparison(string mcjzbWithPU) {
2935	>	void zjets_prediction_comparison(string mcjzbWithPUa) {
2936	>	cout << "****************************************************************************************************************************************************************" << endl;
2937		TCanvas *zcan = new TCanvas("zcan","zcan");
2938	<	zcan->SetLogy(1);
2938	>	// zcan->SetLogy(1);
2939		TCut weightbackup=cutWeight;
2940	+
2941	+	bool UsePURW=true;
2942	+
2943	+
2944	+	string mcjzb;
2945	+	if(UsePURW) {
2946	+	mcjzb=mcjzbWithPUa;
2947	+	cout << "Using PURW peak positions" << endl;
2948	+	} else {
2949	+	// Do it without PU re-weighting
2950	+	cutWeight="1.0";
2951	+	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2952	+	stringstream resultsNoPU;
2953	+	stringstream noPUdatajzb;
2954	+	stringstream noPUmcjzb;
2955	+
2956	+	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
2957	+	dout << "The peak corrected JZB expression for MC without pileup is : " << noPUmcjzb.str() << endl;
2958	+
2959	+	mcjzb = noPUmcjzb.str();
2960	+
2961	+	}
2962
2548	–	/*
2549	–	// Do it without PU re-weighting
2550	–	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2551	–	stringstream resultsNoPU;
2552	–
2553	–	stringstream mcjzbnoPU;
2554	–	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,true);
2555	–	if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
2556	–	else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
2557	–
2558	–	string mcjzb = mcjzbnoPU.str();
2559	–	dout << "The peak corrected JZB expression for MC without pileup is : " << mcjzb << endl;
2560	–
2561	–	cutWeight="1.0";
2562	–	*/
2563	–	string mcjzb = mcjzbWithPU; // this is with PURW, if you want without it you have to uncomment the part above (and comment out this line)
2963
2964		vector<float> binning;
2965		binning.push_back(0);
2966	+	binning.push_back(10);
2967		binning.push_back(20);
2968		binning.push_back(40);
2969		binning.push_back(60);
2970	<	binning.push_back(80);
2970	>	// binning.push_back(50);
2971	>	// binning.push_back(60);
2972	>	// binning.push_back(70);
2973	>	// binning.push_back(80);
2974	>	// binning.push_back(90);
2975		binning.push_back(100);
2976	<	// float sbg_min=0.;
2573	<	// float sbg_max=100.;
2574	<	// int sbg_nbins=5;
2976	>
2977		float simulatedlumi = luminosity;//in pb please - adjust to your likings
2978
2979		TCut kPos((mcjzb+">0").c_str());
2980		TCut kNeg((mcjzb+"<0").c_str());
2981		string var( "abs("+mcjzb+")" );
2982	+
2983	+	TCut notTau("abs(genMID1)!=15");
2984	+	TCut ee_mm_tautau("mll>0");
2985	+
2986
2987	<	TCut kcut(cutmass&&cutOSSF&&cutnJets);
2988	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2989	<	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2987	>	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2988	>	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2989	>
2990		hJZBpos->SetLineColor(kBlack);
2991		hJZBneg->SetLineColor(kRed);
2992
#	Line 2589 \| Line 2995 \| void zjets_prediction_comparison(string
2995		hJZBneg->Draw("same,hist");
2996		hJZBpos->Draw("same,e1"); // So it's on top...
2997
2998	<	TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
2998	>	TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
2999		leg->AddEntry(hJZBpos,"Observed","pe");
3000		leg->AddEntry(hJZBneg,"Predicted","l");
3001		leg->Draw("same");
3002		DrawMCPrelim(simulatedlumi);
3003	<	CompleteSave(zcan,"Systematics/zjets_prediction");
3003	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
3004
3005		TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
3006		hratio->Divide(hJZBneg);
3007
3008	+	for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
3009	+	cout << "Positive: " << hJZBpos->GetBinContent(i) << " vs Negative : " << hJZBneg->GetBinContent(i) << " (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
3010	+	}
3011	+
3012		zcan->SetLogy(0);
3013		hratio->GetYaxis()->SetRangeUser(0,2.5);
3014		hratio->GetYaxis()->SetTitle("Observed/Predicted");
#	Line 2617 \| Line 3027 \| void zjets_prediction_comparison(string
3027		center->Draw("same");
3028		bottom->Draw("same");
3029
3030	<	TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
3030	>	TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3031		leg2->AddEntry(hratio,"obs / pred","pe");
3032		leg2->AddEntry(bottom,"syst. envelope","l");
3033		leg2->Draw("same");
3034		DrawMCPrelim(simulatedlumi);
3035	<	CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
3035	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
3036	>
3037	>	TCut reducedNJets(cutnJets);
3038	>
3039	>	TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3040	>	TH1F *LcorrJZBeemm = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3041	>	TH1F *RcorrJZBem = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3042	>	TH1F *LcorrJZBem = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3043	>
3044	>	TH1F *RcorrJZBSBem;
3045	>	TH1F *LcorrJZBSBem;
3046	>	TH1F *RcorrJZBSBeemm;
3047	>	TH1F *LcorrJZBSBeemm;
3048	>
3049	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3050	>	RcorrJZBSBem = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3051	>	LcorrJZBSBem = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3052	>	RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3053	>	LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3054	>	}
3055	>
3056	>	TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3057	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3058	>	Bpred->Add(RcorrJZBem,1.0/3.);
3059	>	Bpred->Add(LcorrJZBem,-1.0/3.);
3060	>	Bpred->Add(RcorrJZBSBem,1.0/3.);
3061	>	Bpred->Add(LcorrJZBSBem,-1.0/3.);
3062	>	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3063	>	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3064	>	} else {
3065	>	Bpred->Add(RcorrJZBem,1.0);
3066	>	Bpred->Add(LcorrJZBem,-1.0);
3067	>	}
3068	>
3069	>	Bpred->SetLineColor(kRed);
3070	>
3071	>	TAUhJZBpos->SetLineColor(kBlack);
3072	>	Bpred->SetLineColor(kRed);
3073	>
3074	>	TAUhJZBpos->SetMinimum(1.0);
3075	>	TAUhJZBpos->Draw("e1");
3076	>	Bpred->Draw("same,hist");
3077	>	TAUhJZBpos->Draw("same,e1");
3078	>
3079	>	TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
3080	>	TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
3081	>	TAUleg->AddEntry(Bpred,"Predicted","l");
3082	>	TAUleg->Draw("same");
3083	>	DrawMCPrelim(simulatedlumi);
3084	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
3085	>
3086	>	TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
3087	>	TAUhratio->Divide(Bpred);
3088	>
3089	>	for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
3090	>	cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << " vs predicted : " << Bpred->GetBinContent(i) << " (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
3091	>	}
3092	>
3093	>	zcan->SetLogy(0);
3094	>	TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
3095	>	TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
3096	>	TAUhratio->Draw("e1");
3097	>
3098	>	top->Draw("same");
3099	>	center->Draw("same");
3100	>	bottom->Draw("same");
3101	>
3102	>	TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3103	>	TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
3104	>	TAUleg2->AddEntry(bottom,"syst. envelope","l");
3105	>	TAUleg2->Draw("same");
3106	>	DrawMCPrelim(simulatedlumi);
3107	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
3108	>
3109	>	delete Bpred;
3110	>	delete TAUhJZBpos;
3111	>	delete LcorrJZBeemm;
3112	>	delete RcorrJZBem;
3113	>	delete LcorrJZBem;
3114	>
3115	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3116	>	delete RcorrJZBSBem;
3117	>	delete LcorrJZBSBem;
3118	>	delete RcorrJZBSBeemm;
3119	>	delete LcorrJZBSBeemm;
3120	>	}
3121	>
3122
3123		delete zcan;
3124		cutWeight=weightbackup;
#	Line 2681 \| Line 3177 \| void make_table(samplecollection &coll,
3177		TH1F *RcorrJZBSBeemm;
3178		TH1F *LcorrJZBSBeemm;
3179
3180	<	if(PlottingSetup::RestrictToMassPeak) {
3180	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3181		RcorrJZBSBem = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3182		LcorrJZBSBem = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3183		RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
#	Line 2689 \| Line 3185 \| void make_table(samplecollection &coll,
3185		}
3186
3187		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3188	<	if(PlottingSetup::RestrictToMassPeak) {
3188	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3189		Bpred->Add(RcorrJZBem,1.0/3.);
3190		Bpred->Add(LcorrJZBem,-1.0/3.);
3191		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2900 \| Line 3396 \| void qcd_plots(string datajzb, string mc
3396		TH1F *JRcorrJZBSBeemm;
3397		TH1F *JLcorrJZBSBeemm;
3398
3399	<	if(PlottingSetup::RestrictToMassPeak) {
3399	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3400		RcorrJZBSBem = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3401		LcorrJZBSBem = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3402		RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 2921 \| Line 3417 \| void qcd_plots(string datajzb, string mc
3417
3418		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3419		TH1F JBpred = (TH1F)JLcorrJZBeemm->Clone("Bpred");
3420	<	if(PlottingSetup::RestrictToMassPeak) {
3420	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3421		Bpred->Add(RcorrJZBem,1.0/3.);
3422		Bpred->Add(LcorrJZBem,-1.0/3.);
3423		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2991 \| Line 3487 \| void qcd_plots(string datajzb, string mc
3487		dout << "______________________________________________" << endl;
3488		dout << "How QCD shows up in the different regions: " << endl;
3489		dout << "OSSF: " << endl;
3490	<	if(PlottingSetup::RestrictToMassPeak) {
3490	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3491		dout << " Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3492		dout << " sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
3493		} else {
3494		dout << " " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3495		}
3496		dout << "OSOF: " << endl;
3497	<	if(PlottingSetup::RestrictToMassPeak) {
3497	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3498		dout << " Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3499		dout << " sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
3500		} else {
3501		dout << " Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3502		}
3503		dout << "Therefore: " << endl;
3504	<	if(PlottingSetup::RestrictToMassPeak) {
3504	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3505		dout << " Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
3506		dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
3507		dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
#	Line 3021 \| Line 3517 \| void qcd_plots(string datajzb, string mc
3517		for(int i=0;i<(int)bins.size();i++) {
3518		dout << " JZB > " << bins[i] << " : " << endl;
3519		dout << " Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
3520	<	if(PlottingSetup::RestrictToMassPeak) {
3520	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3521		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;
3522		} else {
3523		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 3035 \| Line 3531 \| void qcd_plots(string datajzb, string mc
3531		if(LcorrJZBem) delete LcorrJZBem;
3532		if(RcorrJZBeemm) delete RcorrJZBeemm;
3533		if(LcorrJZBeemm) delete LcorrJZBeemm;
3534	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
3535	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
3536	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3537	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3534	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
3535	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
3536	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3537	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3538		}
3539
3540		void check_ptsanity() {
#	Line 3135 \| Line 3631 \| void do_mlls_plot(string mcjzb) {
3631		}
3632		}
3633
3634	<	void met_vs_jzb_plots() {
3634	>	void met_vs_jzb_plots(string datajzb, string mcjzb) {
3635
3636		TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
3637		canmetjzb->SetRightMargin(0.16);
#	Line 3144 \| Line 3640 \| void met_vs_jzb_plots() {
3640		findme.push_back("DY");
3641		findme.push_back("TTJets");
3642		findme.push_back("LM");
3643	<
3643	>	/*
3644		for(int ifind=0;ifind<(int)findme.size();ifind++) {
3645		vector<int> selsamples = allsamples.FindSample(findme[ifind]);
3646		TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
3647		for(int isel=0;isel<(int)selsamples.size();isel++) {
3648	<	cout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3649	<	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF);
3648	>	dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3649	>	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
3650		}
3651		metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
3652		metvsjzb->SetStats(0);
#	Line 3164 \| Line 3660 \| void met_vs_jzb_plots() {
3660		title->Draw();
3661		CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
3662		}
3663	+	*/
3664	+
3665	+	dout << "About to produce MET plot for DY split up by JZB" << endl;
3666	+
3667	+	int nbins=14;
3668	+	float low=0;
3669	+	float high=140;
3670	+
3671	+	stringstream sLEFT;
3672	+	sLEFT << "((" << mcjzb << ")<0)";
3673	+	TCut LEFT(sLEFT.str().c_str());
3674	+	stringstream sRIGHT;
3675	+	sRIGHT << "((" << mcjzb << ")>0)";
3676	+	TCut RIGHT(sRIGHT.str().c_str());
3677	+
3678	+	TH1F *metleft = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3679	+	TH1F *metleftO = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3680	+	TH1F *metright = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3681	+	TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3682	+
3683	+
3684	+	TH1F Bpred = (TH1F)metleft->Clone("Bpred");
3685	+	Bpred->Add(metleftO,-1);
3686	+	Bpred->Add(metrightO);
3687	+	TH1F obs = (TH1F)metright->Clone("obs");
3688	+
3689	+	metleft->Add(metleftO,-1);
3690	+	metright->Add(metrightO,-1);
3691	+
3692	+	metleft->SetLineColor(kRed);
3693	+	metright->SetLineColor(kBlack);
3694	+	TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
3695	+	metpad->cd();
3696	+	metpad->SetLogy(1);
3697	+	metleft->Draw("histo");
3698	+	metright->Draw("same");
3699	+	TLegend *lg = make_legend();
3700	+	lg->SetX1(0.5);
3701	+	lg->SetY1(0.7);
3702	+	lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
3703	+	lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
3704	+	lg->SetHeader("DY");
3705	+
3706	+	lg->Draw();
3707	+	save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
3708	+
3709	+	TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
3710	+	metpad3->cd();
3711	+	metpad3->SetLogy(1);
3712	+	Bpred->SetLineColor(kRed);
3713	+	Bpred->Draw("histo");
3714	+	obs->SetLineColor(kBlack);
3715	+	obs->Draw("same");
3716	+	TLegend *lg2 = make_legend();
3717	+	lg2->SetX1(0.5);
3718	+	lg2->SetY1(0.7);
3719	+	lg2->AddEntry(obs,"observed","P");
3720	+	lg2->AddEntry(Bpred,"predicted","L");
3721	+	lg2->SetHeader("DY");
3722	+
3723	+	lg2->Draw();
3724	+
3725	+	save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
3726	+
3727	+	TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
3728	+	metpad2->cd();
3729	+	metpad2->SetLogy(1);
3730	+
3731	+	TH1F *metlefta = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3732	+	TH1F *metleftOa = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3733	+	TH1F *metrighta = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3734	+	TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3735	+
3736	+	metlefta->Add(metleftOa,-1);
3737	+	metrighta->Add(metrightOa,-1);
3738	+
3739	+	metlefta->SetLineColor(kRed);
3740	+	metpad2->cd();
3741	+	metlefta->Draw("histo");
3742	+	metrighta->Draw("same");
3743	+	lg->Draw();
3744	+	save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
3745	+
3746	+	delete Bpred;
3747	+	delete obs;
3748	+
3749	+	float newhigh=300;
3750	+	int newNBins=30;
3751	+
3752	+	TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
3753	+	TH1F *Ametleft = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
3754	+	TH1F *AmetleftO = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
3755	+	TH1F *Ametright = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
3756	+	TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
3757	+
3758	+	TH1F aBpred = (TH1F)Ametleft->Clone("aBpred");
3759	+	aBpred->Add(AmetleftO,-1);
3760	+	aBpred->Add(AmetrightO);
3761	+	aBpred->SetLineColor(kRed);
3762	+
3763	+	TH1F aobs = (TH1F)Ametright->Clone("aobs");
3764	+	metpad4->cd();
3765	+	metpad4->SetLogy(1);
3766	+	aobs->Draw();
3767	+	aBpred->Draw("histo,same");
3768	+	aobs->Draw("same");
3769	+	lg->SetHeader("All MC");
3770	+	lg->Draw();
3771	+	save_with_ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
3772	+
3773	+
3774	+	delete lg;
3775	+	delete canmetjzb;
3776	+	delete metleft;
3777	+	delete metleftO;
3778	+	delete metright;
3779	+	delete metrightO;
3780		}
3781
3782
#	Line 3171 \| Line 3784 \| void test() {
3784
3785		TCanvas *testcanv = new TCanvas("testcanv","testcanv");
3786		testcanv->cd();
3787	<	switch_overunderflow(true);
3787	>	// switch_overunderflow(true);
3788		TH1F *ptdistr = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
3789		switch_overunderflow(false);
3790		ptdistr->Draw();

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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents): Revision 1.27 by buchmann, Mon Jun 18 13:15:39 2012 UTC vs. Revision 1.69 by buchmann, Wed Sep 19 15:33:46 2012 UTC

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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.27 by buchmann, Mon Jun 18 13:15:39 2012 UTC vs.
Revision 1.69 by buchmann, Wed Sep 19 15:33:46 2012 UTC