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

Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.15 by buchmann, Wed Apr 18 13:04:08 2012 UTC vs.
Revision 1.66 by buchmann, Thu Sep 13 20:32:52 2012 UTC

#	Line 28 \| Line 28 \| void todo() {
28		dout << "Info : The pt requirement is currently set to " << (const char*) passtrig << endl;
29		dout << "Info : The mll requirement is currently set to " << (const char*) cutmass << endl;
30		dout << "Info : The lepton requirement is currently set to " << (const char*) leptoncut << endl;
31	+	dout << "Info : The weight applied to all MC is " << (const char*) cutWeight << endl;
32		}
33
34	<	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &DataSigma, stringstream &result, bool doPUreweighting = true )
34	>
35	>
36	>	void find_one_peak_combination(TCut specialcut, bool SwitchOffNJetsCut, float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &MCSigmaError, float &DataSigma, float& DataSigmaError, stringstream &result, bool doPUreweighting = true, string saveas="")
37		{
38		// Temporarily switch off PU reweighting, if asked
39		TCut weightbackup=cutWeight;
40		if ( !doPUreweighting ) cutWeight="1.0";
41	<
41	>
42	>	int nbins=100;
43	>	if(PlottingSetup::DoBTag) nbins=25;
44	>
45	>	TCut nJetsCut(cutnJets);
46	>	if(SwitchOffNJetsCut) nJetsCut=specialcut;
47	>
48		TCanvas *tempcan = new TCanvas("tempcan","Temporary canvas for peak finding preparations");
49	<	TH1F *rawJZBeemmMC = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,mc, luminosity);
50	<	TH1F *rawJZBeemmData = allsamples.Draw("rawJZBeemmData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
51	<	TH1F *rawJZBemMC = allsamples.Draw("rawJZBemMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,mc, luminosity);
52	<	TH1F *rawJZBemData = allsamples.Draw("rawJZBemData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
49	>	TH1F *rawJZBeemmMC = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,mc, luminosity);
50	>	TH1F *rawJZBeemmData = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,data, luminosity);
51	>	TH1F *rawJZBemMC = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,mc, luminosity);
52	>	TH1F *rawJZBemData = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,data, luminosity);
53		TH1F *rawttbarjzbeemmMC;
54
55		if(method==doKM) {
56		//we only need this histo for the KM fitting...
57	<	rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,100, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("TTJet"));
58	<	MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
59	<	DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
57	>	rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&nJetsCut&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
58	>	MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
59	>	DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
60	>	delete rawttbarjzbeemmMC;
61		}
62		else {
63		TH1F reducedMC = (TH1F)rawJZBeemmMC->Clone();
#	Line 55 \| Line 65 \| void find_peaks(float &MCPeak,float &MCP
65		reducedMC->Add(rawJZBemMC,-1);
66		reducedData->Add(rawJZBemData,-1);
67		//this is Kostas' way of doing it - we subtract em to get rid of some of the ttbar contribution (in reality, of flavor-symmetric contribution)
68	<	MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
69	<	DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
70	<
68	>	MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
69	>	DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
70	>	delete reducedMC;
71	>	delete reducedData;
72		}
73
74		// Revert to original PU reweighting
#	Line 65 \| Line 76 \| void find_peaks(float &MCPeak,float &MCP
76
77		// MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
78		// DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
79	<	dout << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
80	<	result << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
81	<	dout << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
82	<	result << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
79	>	dout << " We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
80	>	result << " We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
81	>	dout << " We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
82	>	result << " We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
83	>	delete rawJZBeemmData;
84	>	delete rawJZBeemmMC;
85	>	delete rawJZBemData;
86	>	delete rawJZBemMC;
87		delete tempcan;
88		}
89
90	<	void make_special_obs_pred_mll_plot(string mcjzb, float jzbthreshold) {
90	>	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb, string sSpecialCut="", bool SwitchOffNJetsCut=false)
91	>	{
92	>	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;
199		TH1F *RcorrJZBSBeemm;
200		TH1F *LcorrJZBSBeemm;
201
202	<	TH1F *RcorrJZBeemmNoS;
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 140 \| 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 189 \| Line 321 \| void make_special_mll_plot(int nbins, fl
321		TIter next(bgleg->GetListOfPrimitives());
322		TObject* obj;
323		// Copy the nice bkgd legend skipping the "data"
324	<	while ( obj = next() )
324	>	while ( (obj = next()) )
325		if ( strcmp(((TLegendEntry*)obj)->GetObject()->GetName(),"datahistoOSSF") )
326		kinleg->GetListOfPrimitives()->Add(obj);
327
#	Line 208 \| Line 340 \| *void draw_ratio_plot(TH1 hdata, THStack**
340		TIter next(hmc.GetHists());
341		TObject* obj;
342		TH1* hratio = NULL;
343	<	while ( obj = next() ) {
343	>	while ( (obj = next()) ) {
344		if ( !hratio ) {
345		hratio = (TH1*)obj->Clone();
346		hratio->SetName("hratio");
#	Line 239 \| 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(1.5*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>15","mll>15&&mll<70", "mll>75&&mll<105", "mll>120" };
515	+	string mllcutname[] = { "m_{ll} > 15 GeV", "15 < 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 268 \| Line 566 \| void make_kin_plot(string variable, stri
566		//Step 2: Refine the cut
567		TCut cut;
568		cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
569	<	if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
569	>	if(filename=="nJets" \|\| filename=="nJets_inclusive" \|\| filename=="nJets_met100" \|\| filename=="nJets_inclusive_met100") cut=cutmass&&cutOSSF&&ibasiccut;
570	>	if(filename=="nJets_osof" \|\| filename=="nJets_osof_inclusive" \|\| filename=="nJets_osof_met100" \|\| filename=="nJets_osof_inclusive_met100") cut=cutmass&&cutOSOF&&ibasiccut;
571		if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
572	<	if(filename=="mll") {
572	>	if(filename=="mll"\|\|filename=="mll_met100") {
573		cut=cutOSSF&&cutnJets&&ibasiccut;
574		draw_separation_lines=true;
575		}
576	<	if(filename=="mll_ee") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
577	<	if(filename=="mll_osof") {
576	>	if(filename=="mll_ee"\|\|filename=="mll_ee_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
577	>	if(filename=="mll_mm"\|\|filename=="mll_mm_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
578	>	if(filename=="mll_osof"\|\|filename=="mll_osof_met100") {
579		cut=cutOSOF&&cutnJets&&ibasiccut;
580		draw_separation_lines=true;
581		}
582	<	if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
583	<	if(Contains(filename,"mll_aboveJZB100")) cut=cutOSSF&&cutnJets&&ibasiccut;
582	>	if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
583	>	if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
584	>	if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
585		if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
586		if(filename=="mll_inclusive"\|\|filename=="mll_inclusive_highrange") cut=cutOSSF;
587		if(filename=="mll_inclusive_osof") cut=cutOSOF;
#	Line 288 \| Line 589 \| void make_kin_plot(string variable, stri
589		if(filename=="mll_inclusive_mm") cut=cutOSSF&&"id1==1";
590		if(filename=="pfJetGoodEta_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
591		if(filename=="pfJetGoodPt_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
592	+	if(filename=="numVtx") cut=cutmass&&ibasiccut;
593
594		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
595		ckin->SetLogy(logscale);
596		TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
597		datahisto->SetMarkerSize(DataMarkerSize);
598	<	THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
598	>	if ( !logscale ) datahisto->SetMinimum(0); // Defaults
599	>	else datahisto->SetMinimum(0.5);
600	>	// Custom max.
601	>	if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
602		if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
603		if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
604	<	if(filename=="mll_inclusive") datahisto->SetMinimum(1);
604	>	if(filename=="mll_inclusive"\|\|filename=="mll_inclusive_mm"\|\|filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
605		if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
606		if(filename=="mll_osof") datahisto->SetMinimum(9);
607	+	if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
608	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
609
610	<	datahisto->SetMaximum(5.3*datahisto->GetMaximum());
304	<	datahisto->Draw("e1");
305	<	ckin->Update();
610	>	cout << "******** Cut used : " << (const char*) cut << " for plot " << filename << endl;
611		if(loadlastminmax) {
612		datahisto->SetMinimum(lastrange_min);
613		datahisto->SetMaximum(lastrange_max);
#	Line 312 \| Line 617 \| void make_kin_plot(string variable, stri
617		}
618		}
619
620	+	// Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
621	+	string signal("LM3");
622	+	TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
623	+	int idx = signalsamples.FindSample(signal)[0];
624	+	(signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
625	+	signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
626	+	signalhisto->SetLineColor(kOrange);
627	+
628	+	THStack mcstack = allsamples.DrawStack("mcstack", variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
629	+	datahisto->Draw("e1");
630	+	ckin->Update();
631		mcstack.Draw("same");
632	+
633		datahisto->Draw("same,e1");
634		TLegend *kinleg = allsamples.allbglegend();
635		kinleg->Draw();
#	Line 355 \| Line 672 \| void make_kin_plot(string variable, stri
672		kinpad->SetLogy(logscale);
673		datahisto->Draw("e1");
674		mcstack.Draw("same");
675	+	signalhisto->Draw("same");
676		datahisto->Draw("same,e1");
677		datahisto->Draw("same,axis");
678		if(RestrictToMassPeak&&draw_separation_lines) {
#	Line 362 \| Line 680 \| void make_kin_plot(string variable, stri
680		upperboundary->Draw("same");
681		}
682
683	+	kinleg->AddEntry("signalhisto",signal.c_str(),"l");
684		kinleg->Draw();
685		write_cut->Draw();
686		DrawPrelim();
#	Line 376 \| Line 695 \| void make_kin_plot(string variable, stri
695		else CompleteSave(ckin,"kin/"+filename);
696		}
697		datahisto->Delete();
698	+	delete signalhisto;
699		delete ckin;
700		}
701
702	<	void make_JES_plot() {
702	>	void make_JES_plot(TCut cut, string name) {
703
704		int nbins=10;
705		float min=-0.5;
706		float max = 9.5;
707		bool logscale=true;
708		string xlabel="nJets";
389	–	TCut cut=cutmass&&cutOSSF&&basiccut;
709
710		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
711		ckin->SetLogy(logscale);
712	<	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
712	>	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
713		datahisto->SetMarkerSize(DataMarkerSize);
714	<	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
715	<	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
716	<	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
714	>	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
715	>	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
716	>	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
717
718		datahisto->SetMinimum(1);
719		datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
#	Line 419 \| Line 738 \| void make_JES_plot() {
738		TLegend *kinleg = allsamples.allbglegend();
739		kinleg->AddEntry(JESunc,"JES uncertainty","f");
740		kinleg->Draw();
741	<	CompleteSave(ckin,"Systematics/JES");
741	>	CompleteSave(ckin,"Systematics/JES"+name);
742		datahisto->Delete();
743		delete ckin;
744
#	Line 427 \| Line 746 \| void make_JES_plot() {
746
747		void do_kinematic_plots(string mcjzb, string datajzb, bool doPF=false)
748		{
749	+	// switch_overunderflow(true);
750		bool dolog=true;
751		bool nolog=false;
752	+
753	+	bool doOFSF = true;
754	+	bool doKin = true;
755	+	bool doDataComp = true;
756	+
757	+
758		if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
759	<	float mll_low=40;
759	>	float mll_low=50;
760		float mll_hi=160;
761		if(!PlottingSetup::RestrictToMassPeak) {
762	<	mll_low=10;
763	<	mll_hi=210;
762	>	mll_low=20;
763	>	mll_hi=320;
764		}
765	<	/*
766	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
767	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
768	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
769	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
770	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
771	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
772	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
773	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
774	<	make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);/*
775	<	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
776	<	make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
777	<	make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
778	<	make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
779	<	make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
780	<	make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
781	<	make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
782	<	make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
783	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets",doPF);
784	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);//
785	<	if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
786	<	stringstream jzbcut;
787	<	jzbcut << "((is_data&&("<<datajzb<<")>100)\|\|(!is_data&&("<<mcjzb<<")>100))";
788	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
789	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_aboveJZB100",doPF,true);
790	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
791	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_aboveJZB100",doPF,true);
792	<	stringstream jzbcut2;
793	<	jzbcut2 << "((is_data&&("<<datajzb<<")>150)\|\|(!is_data&&("<<mcjzb<<")>150))";
794	<	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
795	<	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_aboveJZB150",doPF,true);
796	<	stringstream jzbcut3;
797	<	jzbcut3 << "((is_data&&("<<datajzb<<")>50)\|\|(!is_data&&("<<mcjzb<<")>50))";
798	<	make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true); make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_aboveJZB50",doPF,true,true);
799	<	*/
800	<	make_special_obs_pred_mll_plot(mcjzb,50);
801	<	make_special_obs_pred_mll_plot(mcjzb,100);
802	<	make_special_obs_pred_mll_plot(mcjzb,150);
803	<	make_special_obs_pred_mll_plot(mcjzb,200);
804	<	make_special_obs_pred_mll_plot(mcjzb,250);
765	>
766	>	if ( doOFSF ) {
767	>	make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll");
768	>
769	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100", 7, 3, 10, true, "#(jets)", "njets");
770	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", "njets_btagVeto");
771	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30>0", 7, 3, 10, true, "#(jets)", "njets_AtLeastOneBJet30");
772	>
773	>	make_OFSF_plots("pfJetGoodNumBtag30", "met[4]>100", 5, 0, 5, true, "#(b-jets)", "nbjets");
774	>	make_OFSF_plots("pfJetGoodPtBtag[0]", "met[4]>100&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", "ptb1");
775	>
776	>	make_OFSF_plots("iso1", "met[4]>100", 20, 0, 0.3, true, "lepton 1 isolation", "iso1");
777	>	make_OFSF_plots("iso2", "met[4]>100", 20, 0, 0.3, true, "lepton 2 isolation", "iso2");
778	>	// make_OFSF_plots("pt1", "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1");
779	>	// make_OFSF_plots("pt2", "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2");
780	>	make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", 0.15);
781	>	make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", 0.15);
782	>	// make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", 0.2);
783	>	// make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", 0.2);
784	>	// make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", 0.2);
785	>	make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(jet1,MET)\|", "dphij1met", 0.2);
786	>	make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(l1,l2)\|", "dphi", 0.2);
787	>	// make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(l1,MET)\|", "dphiMet1", 0.2);
788	>	// make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(l2,MET)\|", "dphiMet2", 0.2);
789	>	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");
790	>	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");
791	>	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");
792	>	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");
793	>	}
794	>
795	>	if ( doDataComp && !PlottingSetup::openBox ) {
796	>	TCut mllCut("");
797	>	float massmin = 15.;
798	>	float massmax = 315;
799	>	int massnbins = 60;
800	>	if ( !PlottingSetup::openBox ) {
801	>	mllCut = "mll>120";
802	>	massmin = 120;
803	>	massmax = 360;
804	>	massnbins = 14;
805	>	}
806	>
807	>	TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
808	>	make_data_comparison_plot("mll", cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive");
809	>	make_data_comparison_plot("mll", cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_inclusive");
810	>
811	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut, massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig");
812	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
813	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
814	>
815	>	make_data_comparison_plot("mll", mllCut&&cutOSOF&&cutSignal, massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
816	>	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");
817	>	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");
818	>
819	>	make_data_comparison_plot("pfJetGoodNum40", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_SF_sig");
820	>	make_data_comparison_plot("pfJetGoodNum40", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_OF_sig");
821	>	make_data_comparison_plot("pfJetGoodNumBtag30", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_SF_sig");
822	>	make_data_comparison_plot("pfJetGoodNumBtag30", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_OF_sig");
823	>	}
824	>
825	>
826	>	if ( doKin ) {
827	>	string mllCut("");
828	>	if ( !PlottingSetup::openBox ) mllCut = "&&mll>120";
829	>
830	>	// Plots in signal region
831	>	// make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
832	>	make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
833	>	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);
834	>	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);
835	>	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);
836	>
837	>	make_kin_plot("pfJetGoodNum40",mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
838	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
839	>
840	>	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);
841	>	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);
842	>	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);
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_mm_met100",doPF,true);
844	>
845	>	make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets_met100",doPF);
846	>	make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof_met100",doPF);
847	>
848	>	// Further inclusive invariant mass plots
849	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
850	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
851	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
852	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
853	>
854	>	//make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
855	>	//if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
856	>
857	>	//make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
858	>	//make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"\|#Delta#phi(jet1,MET)\|","dphiJ1MET",doPF,true);
859	>
860	>	// Number of jets
861	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
862	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
863	>	//make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
864	>
865	>	// Others
866	>	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
867	>	// make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
868	>	// make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
869	>	make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
870	>	make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
871	>	make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
872	>	make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
873	>	make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
874	>	// stringstream jzbcut;
875	>	// jzbcut << "((is_data&&("<<datajzb<<")>100)\|\|(!is_data&&("<<mcjzb<<")>100))";
876	>	// make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
877	>	// 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);
878	>	// 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);
879	>	// 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);
880	>	// stringstream jzbcut2;
881	>	// jzbcut2 << "((is_data&&("<<datajzb<<")>150)\|\|(!is_data&&("<<mcjzb<<")>150))";
882	>	// make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
883	>	// 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);
884	>	// 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);
885	>	// 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);
886	>	// stringstream jzbcut3;
887	>	// jzbcut3 << "((is_data&&("<<datajzb<<")>50)\|\|(!is_data&&("<<mcjzb<<")>50))";
888	>	// make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
889	>	// 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);
890	>	// 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);
891	>	// 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);
892	>
893	>	// 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);
894	>	//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);
895	>	//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);
896	>	}
897	>
898	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
899	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
900	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
901	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
902	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
903	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
904	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
905	>
906	>	// make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
907	>	// make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
908	>
909	>	switch_overunderflow(false);
910		}
911
912		void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
913		int nbins, float xmin, float xmax, bool log,
914		float ymin=0, float ymax=0, bool leftJustified=false ) {
915	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
915	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
916
917		TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
918		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__));
919	<	if(var=="numVtx") cutWeight=TCut("1.0");
919	>	//if(var=="numVtx") cutWeight=TCut("1.0");
920		TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
921		TCut jzbMC[] = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
922
923		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
924		int nRegions=4;
925	<	if(!PlottingSetup::RestrictToMassPeak) {
925	>	if(!PlottingSetup::RestrictToMassPeak\|\|!PlottingSetup::UseSidebandsForcJZB) {
926		nRegions=2;
927		}
928
#	Line 509 \| Line 940 \| void make_comp_plot( string var, string
940		TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
941		ccomp->SetLogy(log);
942		TH1F *datahisto = allsamples.Draw("datahisto", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
943	<	TH1F *lm4histo = signalsamples.Draw("lm4histo", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
943	>	TH1F *lm3histo = signalsamples.Draw("lm3histo", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
944		THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb], mc, luminosity);
945		datahisto->SetMarkerSize(DataMarkerSize);
946		if (ymax>ymin) datahisto->SetMaximum(ymax);
947	<	lm4histo->SetLineStyle(2);
947	>	lm3histo->SetLineStyle(2);
948		datahisto->Draw("e1");
949		mcstack.Draw("same");
950		datahisto->Draw("same,e1");
951	<	// lm4histo->Draw("hist,same");
951	>	lm3histo->Draw("hist,same");
952		TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
953		if ( leftJustified ) {
954		Float_t w = kinleg->GetX2()-kinleg->GetX1();
955		kinleg->SetX1(0.2);
956		kinleg->SetX2(0.2+w);
957		}
958	<	// kinleg->AddEntry(lm4histo,"LM4","l");
958	>	kinleg->AddEntry(lm3histo,"LM3","l");
959		kinleg->Draw();
960		TText* write_variable = write_text(0.99,0.01,var);
961		write_variable->SetTextAlign(31);
#	Line 533 \| Line 964 \| void make_comp_plot( string var, string
964		CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
965		delete datahisto;
966		delete ccomp;
967	<	delete lm4histo;
967	>	delete lm3histo;
968		}
969		cutWeight=weightbackup;
970		}
#	Line 543 \| Line 974 \| void region_comparison_plots(string mcjz
974		dout << "Creating comparison plots for signal and control regions" << endl;
975		// Compare a few quantities in the signal region and all 7 control regions
976
977	<	switch_overunderflow(true); // switching overflow/underflow bins on
977	>	// switch_overunderflow(true); // switching overflow/underflow bins on
978
979	<
979	>	switch_overunderflow(true);
980		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
981	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
981	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
982		float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
983		float mll_low=50;float mll_high=170;
984		if(!PlottingSetup::RestrictToMassPeak) {
985	<	mll_high=200;
986	<	mll_low=50;
985	>	mll_high=300;
986	>	mll_low=20;
987		}
988	<	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
988	>	make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
989	>	make_comp_plot("TMath::Abs(pfJetDphiMet[0])","\|#Delta#phi(jet1,MET)\|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
990	>
991	>	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
992		make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
993	<	make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
993	>	make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
994	>	make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
995		make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
996	<	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
996	>	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
997		make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
998		make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
999	+	make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
1000	+	make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
1001		}
1002
1003		switch_overunderflow(false); // switching overflow/underflow bins off
#	Line 759 \| Line 1196 \| *vector<TF1> do_extended_fit_to_plot(TH1**
1196		// 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)
1197		TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
1198		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1199	<	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);
1199	>	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);
1200
1201
1202		TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
#	Line 854 \| Line 1291 \| if you want to start from scratch (witho
1291		return return_functions;
1292		}
1293
1294	<	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false,string subdir="" )
1294	>	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
1295		{
1296	<	// note: sigma is not used ATM
860	<	switch_overunderflow(true);
1296	>
1297		bool is_data=false;
1298		bool use_signal=false;
1299		if(use_data==1) is_data=true;
1300		if(use_data==2) use_signal=true;
1301	<	int nbins=50;//100;
1302	<	if(is_data) nbins=50;
1301	>	int nbins=int(high/10);//100;
1302	>	if(is_data) nbins=int(high/10);
1303		float low=0;
1304	<	float hi=500;
1304	>	float hi=high;
1305	>
1306	>	stringstream cutpositiveS;
1307	>	cutpositiveS << "(" << jzb << ">0)";
1308	>	TCut cutpositive(cutpositiveS.str().c_str());
1309	>	stringstream cutnegativeS;
1310	>	cutnegativeS << "(" << jzb << "<0)";
1311	>	TCut cutnegative(cutnegativeS.str().c_str());
1312
870	–	stringstream largerzeroS;
871	–	largerzeroS << "("<<jzb<<">0)";
872	–	TCut largerzero(largerzeroS.str().c_str());
873	–	stringstream smallerzeroS;
874	–	smallerzeroS << "("<<jzb<<"<0)";
875	–	TCut smallerzero(smallerzeroS.str().c_str());
1313
1314		TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
1315	<	TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1316	<	TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1317	<	TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1318	<	TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1315	>	TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1316	>	TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1317	>	TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1318	>	TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1319
1320		blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
1321		blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
#	Line 893 \| Line 1330 \| void do_prediction_plot(string jzb, TCan
1330
1331		TH1F *RcorrJZBeemmNoS;
1332
1333	<	//these are for the ratio
1334	<
1335	<	TH1F *JRcorrJZBeemm = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1336	<	TH1F *JLcorrJZBeemm = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1337	<	TH1F *JRcorrJZBem = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
901	<	TH1F *JLcorrJZBem = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1333	>	//these are for the ratio
1334	>	TH1F *JRcorrJZBeemm = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1335	>	TH1F *JLcorrJZBeemm = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1336	>	TH1F *JRcorrJZBem = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1337	>	TH1F *JLcorrJZBem = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1338
1339		TH1F *JRcorrJZBSBem;
1340		TH1F *JLcorrJZBSBem;
1341		TH1F *JRcorrJZBSBeemm;
1342		TH1F *JLcorrJZBSBeemm;
1343
1344	<	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);
1344	>	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);
1345
1346
1347	<	if(PlottingSetup::RestrictToMassPeak) {
1348	<	RcorrJZBSBem = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1349	<	LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1350	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1351	<	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1347	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1348	>	RcorrJZBSBem = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1349	>	LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1350	>	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1351	>	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1352
1353		//these are for the ratio
1354	<	JRcorrJZBSBem = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1355	<	JLcorrJZBSBem = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1356	<	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1357	<	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1354	>	JRcorrJZBSBem = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1355	>	JLcorrJZBSBem = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1356	>	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1357	>	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1358		}
1359
1360		TH1F *lm4RcorrJZBeemm;
1361	<	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"));
1361	>	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"));
1362
1363		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
1364
#	Line 931 \| Line 1367 \| void do_prediction_plot(string jzb, TCan
1367
1368		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
1369		TH1F JBpred = (TH1F)JLcorrJZBeemm->Clone("Bpred");
1370	<	if(PlottingSetup::RestrictToMassPeak) {
1370	>
1371	>	TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
1372	>	ClearHisto(BpredSys);
1373	>
1374	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1375		Bpred->Add(RcorrJZBem,1.0/3.);
1376		Bpred->Add(LcorrJZBem,-1.0/3.);
1377		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 953 \| Line 1393 \| void do_prediction_plot(string jzb, TCan
1393		JBpred->Add(JLcorrJZBSBem,-1.0/3.);
1394		JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
1395		JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
1396	+
1397	+	//Systematics:
1398	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertONPEAK*zjetsestimateuncertONPEAK);
1399	+	AddSquared(BpredSys,JRcorrJZBem,emuncertONPEAKemuncertONPEAK(1.0/9));
1400	+	AddSquared(BpredSys,JLcorrJZBem,emuncertONPEAKemuncertONPEAK(1.0/9));
1401	+	AddSquared(BpredSys,JRcorrJZBSBem,emsidebanduncertONPEAKemsidebanduncertONPEAK(1.0/9));
1402	+	AddSquared(BpredSys,JLcorrJZBSBem,emsidebanduncertONPEAKemsidebanduncertONPEAK(1.0/9));
1403	+	AddSquared(BpredSys,JRcorrJZBSBeemm,eemmsidebanduncertONPEAKeemmsidebanduncertONPEAK(1.0/9));
1404	+	AddSquared(BpredSys,JLcorrJZBSBeemm,eemmsidebanduncertONPEAKeemmsidebanduncertONPEAK(1.0/9));
1405		} else {
1406		Bpred->Add(RcorrJZBem,1.0);
1407		Bpred->Add(LcorrJZBem,-1.0);
#	Line 962 \| Line 1411 \| void do_prediction_plot(string jzb, TCan
1411		//these are for the ratio
1412		JBpred->Add(JRcorrJZBem,1.0);
1413		JBpred->Add(JLcorrJZBem,-1.0);
1414	+
1415	+	//Systematics
1416	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertOFFPEAK*zjetsestimateuncertOFFPEAK);
1417	+	AddSquared(BpredSys,JRcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1418	+	AddSquared(BpredSys,JLcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1419	+
1420		}
1421
1422	<
1423	<
1422	>	SQRT(BpredSys);
1423	>	BpredSys->Divide(JBpred);
1424	>
1425		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
1426		TH1F Tpred = (TH1F)RcorrJZBem->Clone("Bpred");
1427		Tpred->Add(LcorrJZBem,-1.0);
1428	<	if(PlottingSetup::RestrictToMassPeak) {
1428	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1429		Tpred->Add(RcorrJZBSBem,1.0);
1430		Tpred->Add(LcorrJZBSBem,-1.0);
1431		Tpred->Add(RcorrJZBSBeemm,1.0);
#	Line 1018 \| Line 1474 \| void do_prediction_plot(string jzb, TCan
1474		Bpred->Draw("hist,same");
1475		//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1476		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1477	<	lm4RcorrJZBeemm->Draw("hist,same");
1477	>	//lm4RcorrJZBeemm->Draw("hist,same");
1478		legBpred->AddEntry(RcorrJZBeemm,"observed","p");
1479		legBpred->AddEntry(Bpred,"predicted","l");
1480	<	legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1481	<	legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1482	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1480	>	// legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1481	>	// legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1482	>	// legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
1483		legBpred->Draw();
1484		DrawPrelim();
1485
#	Line 1033 \| Line 1489 \| void do_prediction_plot(string jzb, TCan
1489		Bpred->SetLineWidth(2);
1490		predcomppad->cd();
1491		predcomppad->SetLogy(1);
1036	–
1492		TH1F jzbnegative = (TH1F)LcorrJZBeemm->Clone("jzbnegative");
1493		TH1F sidebandsemu = (TH1F)Bpred->Clone("sidebandsemu");
1494		sidebandsemu->Add(jzbnegative,-1);
#	Line 1055 \| Line 1510 \| void do_prediction_plot(string jzb, TCan
1510		// lm4RcorrJZBeemm->SetLineColor(kOrange+1);
1511		lm4RcorrJZBeemm->SetLineWidth(2);
1512		//lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
1513	<	lm4RcorrJZBeemm->Draw("histo,same");
1513	>	// lm4RcorrJZBeemm->Draw("histo,same");
1514		DrawPrelim();
1515		TLegend *speciallegBpred = make_legend("",0.45,0.55);
1516		//TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
1517		speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
1518		speciallegBpred->AddEntry(Bpred,"Total background","l");
1519		speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
1520	<	speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1520	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1521	>	else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
1522		// speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
1523	<	speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1523	>	// speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1524		speciallegBpred->Draw();
1525	<	save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,use_data!=1,"data/pred");
1525	>	save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
1526
1527		TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1528	<	THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1528	>	specialcanv->SetLogy(1);
1529	>	// THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1530		blankback->Draw();
1531	<	kostack.Draw("same");
1531	>	// kostack.Draw("same");
1532	>	predcomposition.Draw();
1533		Bpred->Draw("hist,same");
1534	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1534	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1535		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1536		legBpred->Draw();
1537		DrawPrelim();
1538		CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
1539		Bpred->SetLineWidth((int)CurrentBpredLineWidth);
1540
1541	+
1542	+	//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;
1543	+
1544		delete speciallegBpred;
1545		delete Zjetspred;
1546		delete TTbarpred;
#	Line 1092 \| Line 1553 \| void do_prediction_plot(string jzb, TCan
1553		Bpred->Draw("hist,same");
1554		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1555		legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1556	<	legBpred->AddEntry(Bpred,"MC predicted","l");
1556	>	legBpred->AddEntry(Bpred,"MC predicted","l");
1557		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
1558		if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
1559	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1559	>	// if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1560		legBpred->Draw();
1561		DrawMCPrelim();
1562		Bpredsaveas="Bpred_MC";
#	Line 1127 \| Line 1588 \| void do_prediction_plot(string jzb, TCan
1588
1589		RcorrJZBeemmNoS->SetLineStyle(2);
1590		legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
1591	<	legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
1591	>	// legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
1592		legBpred2->Draw();
1593		RcorrJZBeemmNoS->SetLineColor(TColor::GetColor("#61210B"));
1594		RcorrJZBeemmNoS->Draw("histo,same");
#	Line 1144 \| Line 1605 \| void do_prediction_plot(string jzb, TCan
1605		string ytitle("ratio");
1606		if ( use_data==1 ) ytitle = "data/pred";
1607		//save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1608	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle);//not extending the y range anymore up to 4
1608	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
1609	>
1610
1611
1612		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1613	<	/// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1614	<	if(PlottingSetup::RestrictToMassPeak) {
1613	>	// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1614	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1615		TH1F Bpredem = (TH1F)LcorrJZBeemm->Clone("Bpredem");
1616		Bpredem->Add(RcorrJZBem);
1617		Bpredem->Add(LcorrJZBem,-1);
#	Line 1204 \| Line 1666 \| void do_prediction_plot(string jzb, TCan
1666		legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1667		legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1668		legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1669	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1669	>	// if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1670		legBpredc->Draw();
1671		CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
1672		}
1673		}
1674
1675	+	TFile *f = new TFile("tester.root","RECREATE");
1676	+	RcorrJZBeemm->Write();
1677	+	Bpred->Write();
1678	+	f->Close();
1679	+
1680		delete RcorrJZBeemm;
1681		delete LcorrJZBeemm;
1682		delete RcorrJZBem;
#	Line 1222 \| Line 1689 \| void do_prediction_plot(string jzb, TCan
1689
1690		delete blankback;
1691
1692	<	if(PlottingSetup::RestrictToMassPeak) {
1692	>	delete BpredSys;
1693	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1694		delete RcorrJZBSBem;
1695		delete LcorrJZBSBem;
1696		delete RcorrJZBSBeemm;
#	Line 1234 \| Line 1702 \| void do_prediction_plot(string jzb, TCan
1702		delete JLcorrJZBSBeemm;
1703		}
1704		if(overlay_signal \|\| use_data==2) delete lm4RcorrJZBeemm;
1237	–	switch_overunderflow(false);
1705		}
1706
1707		void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
1708	+	switch_overunderflow(true);
1709		TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
1710	<	do_prediction_plot(datajzb,globalcanvas,DataSigma,jzbHigh ,data,overlay_signal);
1710	>	do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
1711		if ( !PlottingSetup::Approved ) {
1712	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mc,overlay_signal);
1713	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mcwithsignal,overlay_signal);
1712	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
1713	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
1714		} else {
1715		write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
1716		}
1717	<	}
1718	<
1251	<	void do_ratio_plot(int is_data,vector<float> binning, string jzb, TCanvas *can, float high=-9999) {
1252	<	bool do_data=0;
1253	<	bool dosignal=0;
1254	<	if(is_data==1) do_data=1;
1255	<	if(is_data==2) dosignal=1;
1256	<	TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1257	<	TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1258	<	TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1259	<	TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1260	<
1261	<	TH1F *RcorrJZBSBem;
1262	<	TH1F *LcorrJZBSBem;
1263	<	TH1F *RcorrJZBSBeemm;
1264	<	TH1F *LcorrJZBSbeemm;
1265	<
1266	<	if(PlottingSetup::RestrictToMassPeak) {
1267	<	RcorrJZBSBem = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1268	<	LcorrJZBSBem = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1269	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1270	<	LcorrJZBSbeemm = allsamples.Draw("LcorrJZBSbeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1271	<	}
1272	<
1273	<
1274	<
1275	<
1276	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1277	<	TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
1278	<	if(PlottingSetup::RestrictToMassPeak) {
1279	<	Bpred->Add(RcorrJZBem,1.0/3);
1280	<	Bpred->Add(LcorrJZBem,-1.0/3);
1281	<	Bpred->Add(RcorrJZBSBem,1.0/3);
1282	<	Bpred->Add(LcorrJZBSBem,-1.0/3);
1283	<	Bpred->Add(RcorrJZBSBeemm,1.0/3);
1284	<	Bpred->Add(LcorrJZBSbeemm,-1.0/3);
1285	<	} else {
1286	<	Bpred->Add(RcorrJZBem,1.0);
1287	<	Bpred->Add(LcorrJZBem,-1.0);
1288	<	}
1289	<
1290	<	can->cd();
1291	<	can->SetLogy(0);
1292	<	Bpred->SetLineColor(kRed);
1293	<	Bpred->SetStats(0);
1294	<	if(high>0) Bpred->GetXaxis()->SetRangeUser(0,high);
1295	<	TH1F JZBratioforfitting=(TH1F)RcorrJZBeemm->Clone("JZBratioforfitting");
1296	<	JZBratioforfitting->Divide(Bpred);
1297	<	TGraphAsymmErrors *JZBratio = histRatio(RcorrJZBeemm,Bpred,is_data,binning,false);
1298	<
1299	<
1300	<	JZBratio->SetTitle("");
1301	<	JZBratio->GetYaxis()->SetRangeUser(0.0,9.0);
1302	<	// if(is_data==1) JZBratio->GetXaxis()->SetRangeUser(0,jzbHigh );
1303	<
1304	<	TF1 *pol0 = new TF1("pol0","[0]",0,1000);
1305	<	TF1 *pol0d = new TF1("pol0","[0]",0,1000);
1306	<	// straightline_fit->SetParameter(0,1);
1307	<	JZBratioforfitting->Fit(pol0,"Q0R","",0,30);
1308	<	pol0d->SetParameter(0,pol0->GetParameter(0));
1309	<
1310	<	JZBratio->GetYaxis()->SetTitle("Observed/Predicted");
1311	<	JZBratio->GetXaxis()->SetTitle("JZB [GeV]");
1312	<	if ( high>0 ) JZBratio->GetXaxis()->SetRangeUser(0.0,high);
1313	<	JZBratio->GetYaxis()->SetNdivisions(519);
1314	<	JZBratio->GetYaxis()->SetRangeUser(0.0,4.0);
1315	<	JZBratio->GetYaxis()->CenterTitle();
1316	<	JZBratio->GetXaxis()->CenterTitle();
1317	<	JZBratio->SetMarkerSize(DataMarkerSize);
1318	<	JZBratio->Draw("AP");
1319	<	/////----------------------------
1320	<	TPaveText *writeresult = new TPaveText(0.15,0.78,0.49,0.91,"blNDC");
1321	<	writeresult->SetFillStyle(4000);
1322	<	writeresult->SetFillColor(kWhite);
1323	<	writeresult->SetTextFont(42);
1324	<	writeresult->SetTextSize(0.03);
1325	<	writeresult->SetTextAlign(12);
1326	<	ostringstream jzb_agreement_data_text;
1327	<	jzb_agreement_data_text<< setprecision(2) << "mean =" << pol0->GetParameter(0) << " #pm " << setprecision(1) << pol0->GetParError(0);
1328	<	if(is_data==1) fitresultconstdata=pol0->GetParameter(0);// data
1329	<	if(is_data==0) fitresultconstmc=pol0->GetParameter(0); // monte carlo, no signal
1330	<	/* if(is_data) writeresult->AddText("Data closure test");
1331	<	else writeresult->AddText("MC closure test");
1332	<	*/
1333	<	writeresult->AddText(jzb_agreement_data_text.str().c_str());
1334	<	// writeresult->Draw("same");
1335	<	// pol0d->Draw("same");
1336	<	TF1 *topline = new TF1("","1.5",0,1000);
1337	<	TF1 *bottomline = new TF1("","0.5",0,1000);
1338	<	topline->SetLineColor(kBlue);
1339	<	topline->SetLineStyle(2);
1340	<	bottomline->SetLineColor(kBlue);
1341	<	bottomline->SetLineStyle(2);
1342	<	// topline->Draw("same");
1343	<	// bottomline->Draw("same");
1344	<	TF1 *oneline = new TF1("","1.0",0,1000);
1345	<	oneline->SetLineColor(kBlue);
1346	<	oneline->SetLineStyle(1);
1347	<	oneline->Draw("same");
1348	<	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.
1349	<	if(is_data==1) DrawPrelim();
1350	<	else DrawMCPrelim();
1351	<	TLegend *leg = new TLegend(0.55,0.75,0.89,0.89);
1352	<	leg->SetTextFont(42);
1353	<	leg->SetTextSize(0.04);
1354	<	// if(is_data==1) leg->SetHeader("Ratio (data)");
1355	<	// else leg->SetHeader("Ratio (MC)");
1356	<
1357	<	TString MCtitle("MC ");
1358	<	if (is_data==1) MCtitle = "";
1359	<
1360	<	leg->SetFillStyle(4000);
1361	<	leg->SetFillColor(kWhite);
1362	<	leg->SetTextFont(42);
1363	<	// leg->AddEntry(topline,"+20\% sys envelope","l");
1364	<	leg->AddEntry(JZBratio,MCtitle+"obs / "+MCtitle+"pred","p");
1365	<	leg->AddEntry(oneline,"ratio = 1","l");
1366	<	// leg->AddEntry(pol0d,"fit in [0,30] GeV","l");
1367	<	// leg->AddEntry(bottomline,"#pm50% envelope","l");
1368	<
1369	<
1370	<	//leg->Draw("same"); // no longer drawing legend
1371	<
1372	<	if(is_data==1) CompleteSave(can, "jzb_ratio_data");
1373	<	if(is_data==0) CompleteSave(can, "jzb_ratio_mc");
1374	<	if(is_data==2) CompleteSave(can, "jzb_ratio_mc_BandS");//special case, MC with signal!
1375	<
1376	<	delete RcorrJZBeemm;
1377	<	delete LcorrJZBeemm;
1378	<	delete RcorrJZBem;
1379	<	delete LcorrJZBem;
1380	<
1381	<	delete RcorrJZBSBem;
1382	<	delete LcorrJZBSBem;
1383	<	delete RcorrJZBSBeemm;
1384	<	delete LcorrJZBSbeemm;
1385	<	}
1386	<
1387	<	void do_ratio_plots(string mcjzb,string datajzb,vector<float> ratio_binning) {
1388	<	TCanvas *globalc = new TCanvas("globalc","Ratio Plot Canvas");
1389	<	globalc->SetLogy(0);
1390	<
1391	<	do_ratio_plot(mc,ratio_binning,mcjzb,globalc, jzbHigh );
1392	<	do_ratio_plot(data,ratio_binning,datajzb,globalc, jzbHigh );
1393	<	do_ratio_plot(mcwithsignal,ratio_binning,mcjzb,globalc, jzbHigh );
1717	>	delete globalcanvas;
1718	>	switch_overunderflow(false);
1719		}
1720
1721		string give_jzb_expression(float peak, int type) {
#	Line 1582 \| Line 1907 \| void draw_pure_jzb_histo(TCut cut,string
1907		datahisto->Draw("same,e1");
1908
1909		TLegend *leg;
1910	<	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1911	<	else if(!is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1912	<	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1913	<	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1914	<	else {
1915	<	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1916	<	exit(-1);
1917	<	}
1910	>	if (!PlottingSetup::RestrictToMassPeak\|\|!PlottingSetup::UseSidebandsForcJZB) {
1911	>	if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
1912	>	else leg = allsamples.allbglegend("Same flavor",datahisto);
1913	>	} else {
1914	>	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1915	>	else if(!is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1916	>	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1917	>	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1918	>	else {
1919	>	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1920	>	exit(-1);
1921	>	}
1922	>	}
1923		leg->Draw();
1924		string write_cut = decipher_cut(cut,"");
1925		TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
#	Line 1640 \| Line 1970 \| void produce_stretched_jzb_plots(string
1970		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
1971		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
1972		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
1973	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
1974	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
1973	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
1974	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
1975
1976		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
1977		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
1978	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
1979	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
1978	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
1979	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
1980
1981		delete dican;
1982		}
1983
1984
1985		void diboson_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
1986	+	switch_overunderflow(true);
1987		vector<int> SamplesToBeModified = allsamples.FindSampleBySampleName("WW/WZ/ZZ");
1988
1989		if(SamplesToBeModified.size()==0 \|\| SamplesToBeModified[0]==-1) {
#	Line 1665 \| Line 1996 \| void diboson_plots(string mcjzb, string
1996
1997
1998		dout << "Going to increase the cross section for diboson samples ... " << endl;
1999	<	for(int i=0;i<SamplesToBeModified.size();i++) {
1999	>	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
2000		float origxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
2001		(allsamples.collection)[SamplesToBeModified[i]].xs=origxs*stretchfactor;
2002		dout << " Increased xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].filename << " from " << origxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ")" << endl;
#	Line 1677 \| Line 2008 \| void diboson_plots(string mcjzb, string
2008		dout << "Going to produce JZB plots" << endl;
2009		produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
2010		TCanvas *gloca = new TCanvas("gloca","gloca");
1680	–	float sigma=123456;
2011
2012		dout << "Going to produce prediction plots" << endl;
2013	<	do_prediction_plot(mcjzb, gloca, sigma, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
2014	<	do_prediction_plot(mcjzb, gloca, sigma, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
2013	>	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
2014	>	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
2015		delete gloca;
2016
2017		dout << "Going to reset the cross section for diboson samples ... " << endl;
2018	<	for(int i=0;i<SamplesToBeModified.size();i++) {
2018	>	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
2019		float Upxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
2020		(allsamples.collection)[SamplesToBeModified[i]].xs=(allsamples.collection)[SamplesToBeModified[i]].xs*(1.0/stretchfactor);
2021		string Upname=(allsamples.collection)[SamplesToBeModified[i]].samplename;
#	Line 1693 \| Line 2023 \| void diboson_plots(string mcjzb, string
2023		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;
2024
2025		}
2026	+	// switch_overunderflow(false);
2027	+	}
2028	+
2029	+
2030	+	void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
2031	+	TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
2032	+	jzbpad->cd();
2033	+	jzbpad->SetLogy(1);
2034	+	string xlabel="JZB [GeV]";
2035	+
2036	+	TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
2037	+	datahisto1->SetLineColor(kRed);
2038	+	datahisto1->SetMarkerColor(kRed);
2039	+	TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
2040	+	datahisto2->SetLineColor(kBlue);
2041	+	datahisto2->SetMarkerColor(kBlue);
2042	+
2043	+	datahisto2->SetMarkerSize(DataMarkerSize);
2044	+	datahisto1->DrawNormalized("e1");
2045	+	datahisto2->DrawNormalized("histo,same");
2046	+	datahisto1->DrawNormalized("same,e1");
2047	+
2048	+	TLegend *leg = make_legend();
2049	+	leg->AddEntry(datahisto1,legentry1.c_str());
2050	+	leg->AddEntry(datahisto2,legentry2.c_str());
2051	+	leg->Draw();
2052	+
2053	+	save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
2054
2055	+	datahisto1->Delete();
2056	+	datahisto2->Delete();
2057		}
2058	+
2059	+
2060		void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2061	+	switch_overunderflow(true);
2062		TCanvas *can = new TCanvas("can","JZB Plots Canvas");
2063		float max=jzbHigh ;
2064		float min=-120;
#	Line 1716 \| Line 2079 \| void jzb_plots(string mcjzb, string data
2079		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2080		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2081		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2082	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2083	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2082	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2083	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2084	>	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);
2085	>	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);
2086	>	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);
2087	>
2088		}
2089
2090		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
2091		if ( !PlottingSetup::Approved ) {
2092		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2093		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2094	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2095	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2094	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2095	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2096		}
2097		delete can;
2098	+	switch_overunderflow(false);
2099		}
2100
2101
#	Line 1777 \| Line 2145 \| void compute_MC_yields(string mcjzb,vect
2145		TCanvas *yica = new TCanvas("yica","yield canvas");
2146
2147		int nRegions=4;
2148	<	if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
2148	>	if(!PlottingSetup::RestrictToMassPeak\|\|!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
2149		string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
2150		string posneg[] = {"pos","neg"};
2151		TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
2152
2153	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
2153	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
2154		TCut jzbMC[] = { give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos"), give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg") };
2155		dout << "_________________________________________________________" << endl;
2156		dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
2157	<	for(int isample=0;isample<(allsamples.collection).size();isample++) {
2157	>	for(int isample=0;isample<(int)(allsamples.collection).size();isample++) {
2158		if(!(allsamples.collection)[isample].is_data) dout << (allsamples.collection)[isample].samplename << " & ";
2159		else dout << "Sample & ";
2160		for(int iregion=0;iregion<nRegions;iregion++) {
#	Line 2045 \| Line 2413 \| void draw_ttbar_and_zjets_shape_for_one_
2413
2414		void draw_ttbar_and_zjets_shape(string mcjzb, string datajzb) {
2415		int all_leptons=-1;
2048	–	int electrons_only=0;
2049	–	int mu_only=1;
2050	–	int twojetswith50gev=1;
2416		int threejetswith30gev=0;
2417		/*
2418	+	int twojetswith50gev=1;
2419	+	int electrons_only=0;
2420	+	int mu_only=1;
2421	+
2422		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,twojetswith50gev);
2423		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev);
2424
#	Line 2063 \| Line 2432 \| void draw_ttbar_and_zjets_shape(string m
2432		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
2433		}
2434
2435	<	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2067	<	//first: colorful plots
2435	>	float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
2436		TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2437		cancorr->SetLogz();
2438		cancorr->SetRightMargin(0.13);
2439	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2440	<	TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)");
2439	>	TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
2440	>
2441	>	if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2442		TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2443	<	(allsamples.collection)[allsamples.FindSample("Data")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotd",zptforresponsepresentation);
2443	>	niceresponseplotd->Sumw2();
2444	>	TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
2445	>	vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2446	>	for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2447	>	if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2448	>	if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2449	>
2450	>	dout << " Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2451	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
2452	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
2453	>	}
2454	>	niceresponseplotd->Add(emuResponse,-1);
2455	>
2456		niceresponseplotd->SetStats(0);
2457		niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2458		niceresponseplotd->GetYaxis()->SetTitle("Response");
#	Line 2079 \| Line 2460 \| void find_correction_factors(string &jzb
2460		niceresponseplotd->GetYaxis()->CenterTitle();
2461		niceresponseplotd->Draw("COLZ");
2462		TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2463	+	profd->Rebin(2);
2464		profd->SetMarkerSize(DataMarkerSize);
2465	<	profd->Fit("pol0","","same,e1",30,400);
2465	>	profd->Fit("pol0","","same,e1",100,400);
2466		DrawPrelim();
2467	<	TText* title = write_text(0.5,0.7,"Data");
2467	>	string stitle="Data";
2468	>	if(!Contains(FindKeyword,"Data")) stitle="MC";
2469	>	TText* title = write_text(0.5,0.7,stitle.c_str());
2470		title->SetTextAlign(12);
2471		title->Draw();
2472		TF1 datapol=(TF1)profd->GetFunction("pol0");
2473	<	float datacorrection=datapol->GetParameter(0);
2474	<	stringstream dataresstring;
2475	<	dataresstring<<"Response: "<<std::setprecision(2)<<100*datacorrection<<" %";
2476	<	TText* restitle = write_text(0.5,0.65,dataresstring.str());
2473	>	float correction=datapol->GetParameter(0);
2474	>	stringstream resstring;
2475	>	resstring<<"Response: "<<std::setprecision(2)<<100*correction<<" %";
2476	>	TText* restitle = write_text(0.5,0.65,resstring.str());
2477		restitle->SetTextAlign(12);
2478		restitle->SetTextSize(0.03);
2479		restitle->Draw();
2480	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_Data");
2481	<
2482	<	TH2F *niceresponseplotm = new TH2F("niceresponseplotm","",100,0,600,100,0,5);
2483	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotm",zptforresponsepresentation);
2484	<	niceresponseplotm->SetStats(0);
2485	<	niceresponseplotm->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2486	<	niceresponseplotm->GetYaxis()->SetTitle("Response");
2487	<	niceresponseplotm->GetXaxis()->CenterTitle();
2104	<	niceresponseplotm->GetYaxis()->CenterTitle();
2105	<	niceresponseplotm->Draw("COLZ");
2106	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt",zptforresponsepresentation,"PROF,same");
2107	<	TProfile * profm = (TProfile*)niceresponseplotm->ProfileX();
2108	<	profm->SetMarkerSize(DataMarkerSize);
2109	<	profm->Fit("pol0","","same,e1",30,400);
2110	<	DrawMCPrelim();
2111	<	title = write_text(0.5,0.7,"MC simulation");
2112	<	title->SetTextAlign(12);
2113	<	title->Draw();
2114	<	TF1 mcpol=(TF1)profm->GetFunction("pol0");
2115	<	float mccorrection=mcpol->GetParameter(0);
2116	<	stringstream mcresstring;
2117	<	mcresstring<<"Response: "<<std::setprecision(2)<<100*mccorrection<<" %";
2118	<	TText* mcrestitle = write_text(0.5,0.65,mcresstring.str());
2119	<	mcrestitle->SetTextAlign(12);
2120	<	mcrestitle->SetTextSize(0.03);
2121	<	mcrestitle->Draw();
2122	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_MC");
2480	>	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2481	>	delete cancorr;
2482	>	delete niceresponseplotd;
2483	>	delete profd;
2484	>	return correction;
2485	>	}
2486	>
2487	>	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2488
2489	+	dout << "Computing response corrections: " << endl;
2490	+	//Step 1 : Get results
2491	+	float datacorrection=find_one_correction_factor("Data",true,"","Data");
2492	+	float mccorrection=find_one_correction_factor("DY",false,"","MC");
2493	+
2494	+	float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
2495	+	float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
2496	+
2497	+	float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
2498	+	float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
2499	+
2500	+	cout << "Corrections : " << endl;
2501	+	cout << " Data : " << datacorrection << endl;
2502	+	cout << " ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
2503	+	cout << " MC : " << mccorrection << endl;
2504	+	cout << " ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
2505
2506	<	//Step 2: Getting the result
2126	<	// TCut zptcutforresponse("pt>30&&pt<300&&TMath::Abs(91.2-mll)<20&&id1==id2&&(ch1*ch2<0)");
2506	>	//Step 2: Processing the result and making it into something useful :-)
2507		stringstream jzbvardatas;
2508	<	if(datacorrection>1) jzbvardatas<<"(jzb[1]-"<<datacorrection-1<<"*pt)";
2509	<	if(datacorrection<1) jzbvardatas<<"(jzb[1]+"<<1-datacorrection<<"*pt)";
2508	>	jzbvardatas << "(";
2509	>
2510	>	if(dataEEcorrection>=1) jzbvardatas<<"((id1==0&&id1==id2)(jzb[1]-" << dataEEcorrection-1 << "pt))";
2511	>	if(dataEEcorrection<1) jzbvardatas<<"((id1==0&&id1==id2)(jzb[1]+" << 1-dataEEcorrection << "pt))";
2512	>
2513	>	if(dataMMcorrection>=1) jzbvardatas<<"+((id1==1&&id1==id2)(jzb[1]-" << dataMMcorrection-1 << "pt))";
2514	>	if(dataMMcorrection<1) jzbvardatas<<"+((id1==1&&id1==id2)(jzb[1]+" << 1-dataMMcorrection << "pt))";
2515	>
2516	>	float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
2517	>
2518	>	if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)(jzb[1]-" << datacorrection-1 << "pt))";
2519	>	if(datacorrection<1) jzbvardatas<<"+((id1!=id2)(jzb[1]+" << 1-datacorrection << "pt))";
2520	>
2521	>	jzbvardatas << ")";
2522		jzbvardata=jzbvardatas.str();
2523	+
2524		stringstream jzbvarmcs;
2525	<	if(mccorrection>1) jzbvarmcs<<"(jzb[1]-"<<mccorrection-1<<"*pt)";
2526	<	if(mccorrection<1) jzbvarmcs<<"(jzb[1]+"<<1-mccorrection<<"*pt)";
2525	>	jzbvarmcs << "(";
2526	>
2527	>	if(mcEEcorrection>=1) jzbvarmcs<<"((id1==0&&id1==id2)(jzb[1]-" << mcEEcorrection-1 << "pt))";
2528	>	if(mcEEcorrection<1) jzbvarmcs<<"((id1==0&&id1==id2)(jzb[1]+" << 1-mcEEcorrection << "pt))";
2529	>
2530	>	if(mcMMcorrection>=1) jzbvarmcs<<"+((id1==1&&id1==id2)(jzb[1]-" << mcMMcorrection-1 << "pt))";
2531	>	if(mcMMcorrection<1) jzbvarmcs<<"+((id1==1&&id1==id2)(jzb[1]+" << 1-mcMMcorrection << "pt))";
2532	>
2533	>	float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
2534	>
2535	>	if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)(jzb[1]-" << mccorrection-1 << "pt))";
2536	>	if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)(jzb[1]+" << 1-mccorrection << "pt))";
2537	>
2538	>	jzbvarmcs << ")";
2539		jzbvarmc=jzbvarmcs.str();
2540	+
2541		dout << "JZB Z pt correction summary : " << endl;
2542		dout << " Data: The response is " << datacorrection << " --> jzb variable is now : " << jzbvardata << endl;
2543		dout << " MC : The response is " << mccorrection << " --> jzb variable is now : " << jzbvarmc << endl;
2544	+
2545		}
2546
2547		void pick_up_events(string cut) {
#	Line 2142 \| Line 2549 \| void pick_up_events(string cut) {
2549		allsamples.PickUpEvents(cut);
2550		}
2551
2552	<	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError) {
2552	>	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
2553		dout << "Saving configuration template!" << endl;
2554		ofstream configfile;
2555		configfile.open("../DistributedModelCalculations/last_configuration.C");
#	Line 2162 \| Line 2569 \| void save_template(string mcjzb, string
2569		configfile<<"string datajzb=\"datajzb_ERROR\";\n";
2570		configfile<<"string mcjzb=\"mcjzb_ERROR\";\n";
2571		configfile<<"vector<float>jzb_cuts;\n";
2572	+	configfile<<"vector<float>jzb_shape_limit_bins;\n";
2573		configfile<<"float MCPeakError=-999;\n";
2574		configfile<<"float DataPeakError=-999;\n";
2575		configfile<<"}\n\n";
#	Line 2171 \| Line 2579 \| void save_template(string mcjzb, string
2579		configfile<<"mcjzb=\""<<mcjzb<<"\";\n\n";
2580		configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n";
2581		configfile<<"DataPeakError="<<DataPeakError<<";\n\n";
2582	<	for(int i=0;i<jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2582	>	for(int i=0;i<(int)jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2583	>	configfile<<"\n\n";
2584	>	for(int i=0;i<(int)Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2585	>	for(int i=0;i<(int)Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2586	>	for(int i=0;i<(int)Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2587		configfile<<"\n\n";
2588	<	for(int i=0;i<Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2589	<	for(int i=0;i<Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2590	<	for(int i=0;i<Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2588	>	for(int i=0;i<(int)flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2589	>	for(int i=0;i<(int)flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2590	>	for(int i=0;i<(int)flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2591	>	for(int i=0;i<(int)jzb_shape_limit_bins.size();i++) configfile<<"jzb_shape_limit_bins.push_back("<<jzb_shape_limit_bins[i]<<"); // JZB shape bin boundary at " << jzb_shape_limit_bins[i] << "\n";
2592		configfile<<"\n\n";
2180	–	for(int i=0;i<flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2181	–	for(int i=0;i<flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2182	–	for(int i=0;i<flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2593		configfile<<"\n\n";
2594		configfile<<"luminosity="<<luminosity<<";\n";
2595		configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
2596	+	configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
2597
2598		configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
2599
#	Line 2205 \| Line 2616 \| *void draw_all_ttbar_histos(TCanvas can,**
2616		float max=histos[0]->GetMaximum();
2617		if(manualmin>=0) min=manualmin;
2618		else {
2619	<	for(int i=1;i<histos.size();i++) {
2619	>	for(int i=1;i<(int)histos.size();i++) {
2620		float curmin=get_nonzero_minimum(histos[i]);
2621		float curmax=histos[i]->GetMaximum();
2622		if(curmin<min) min=curmin;
#	Line 2216 \| Line 2627 \| *void draw_all_ttbar_histos(TCanvas can,**
2627		histos[0]->Draw(drawoption.c_str());
2628		stringstream drawopt;
2629		drawopt << drawoption << ",same";
2630	<	for(int i=1;i<histos.size();i++) {
2630	>	for(int i=1;i<(int)histos.size();i++) {
2631		histos[i]->Draw(drawopt.str().c_str());
2632		}
2633		}
#	Line 2225 \| Line 2636 \| void ttbar_sidebands_comparison(string m
2636		//in the case of the on peak analysis, we compare the 3 control regions to the real value
2637		//in the case of the OFF peak analysis, we compare our control region to the real value
2638		TCut weightbackup=cutWeight;
2639	<	cutWeight="1.0";
2640	<	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2639	>	switch_overunderflow(true);
2640	>
2641	>	bool doPURW=false;
2642	>
2643
2644	+	if(!doPURW) {
2645	+	dout << "Not doing PU reweighting for ttbar closure test" << endl;
2646	+	cutWeight="1.0";
2647	+	// Do it without PU re-weighting
2648	+	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2649	+	stringstream resultsNoPU;
2650	+	stringstream noPUdatajzb;
2651	+	stringstream noPUmcjzb;
2652	+
2653	+	stringstream mcjzbnoPU;
2654	+	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2655	+	mcjzb = noPUmcjzb.str();
2656	+	}
2657
2658	<	TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2658	>
2659	>	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2660	>
2661	>	TH1F *TZem = systsamples.Draw("TZem", mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2662		TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2663		TH1F *TSem;
2664		TH1F *nTSem;
2665	<	TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2665	>	TH1F *TZeemm = systsamples.Draw("TZeemm", mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2666		TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2667		TH1F *TSeemm;
2668		TH1F *nTSeemm;
2669
2670	<	if(PlottingSetup::RestrictToMassPeak) {
2671	<	TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2672	<	nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2673	<	TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2670	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2671	>	TSem = systsamples.Draw("TSem", mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2672	>	nTSem = systsamples.Draw("nTSem", "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2673	>	TSeemm = systsamples.Draw("TSeemm", mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2674		nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2675		}
2676
2677		TCanvas *tcan = new TCanvas("tcan","tcan");
2249	–
2678		tcan->SetLogy(1);
2679
2680		TZeemm->SetLineColor(kBlack);
#	Line 2255 \| Line 2683 \| void ttbar_sidebands_comparison(string m
2683		TZem->SetMarkerColor(kRed);
2684
2685
2686	<	if(PlottingSetup::RestrictToMassPeak) {
2686	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2687		TSem->SetLineColor(TColor::GetColor("#00A616"));
2688		TSeemm->SetLineColor(kMagenta+2);
2689		TSem->SetMarkerColor(TColor::GetColor("#00A616"));
#	Line 2265 \| Line 2693 \| void ttbar_sidebands_comparison(string m
2693		}
2694
2695		vector<TH1F*> histos;
2696	+	TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2697	+	TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2698		histos.push_back(TZem);
2699		histos.push_back(TZeemm);
2700	<	if(PlottingSetup::RestrictToMassPeak) {
2700	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2701	>	TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2702	>	TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2703		histos.push_back(TSem);
2704		histos.push_back(TSeemm);
2705		}
2706	<	draw_all_ttbar_histos(tcan,histos,"histo",0.04);
2706	>	draw_all_ttbar_histos(tcan,histos,"histo",1);
2707
2708		TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
2709		leg->AddEntry(TZeemm,"SFZP","l");
2710		leg->AddEntry(TZem,"OFZP","l");
2711	<	if(PlottingSetup::RestrictToMassPeak) {
2711	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2712		leg->AddEntry(TSeemm,"SFSB","l");
2713		leg->AddEntry(TSem,"OFSB","l");
2714		}
2715		leg->Draw("same");
2716		DrawMCPrelim(simulatedlumi);
2717		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison");
2718	<	cout << __LINE__ << endl;
2718	>
2719		TH1F TZemcopy = (TH1F)TZem->Clone("TZemcopy");
2288	–	cout << __LINE__ << endl;
2720		TH1F TZeemmcopy = (TH1F)TZeemm->Clone("TZeemmcopy");
2290	–	cout << __LINE__ << endl;
2721		TH1F *TSeemmcopy;
2722		TH1F *TSemcopy;
2723	<	if(PlottingSetup::RestrictToMassPeak) {
2723	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2724		TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
2725		TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
2726		}
2727
2728		TZem->Divide(TZeemm);
2729		TZem->SetMarkerStyle(21);
2730	<	if(PlottingSetup::RestrictToMassPeak) {
2730	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2731		TSem->Divide(TZeemm);
2732		TSeemm->Divide(TZeemm);
2733		TSem->SetMarkerStyle(24);
2734		TSeemm->SetMarkerStyle(32);
2735	<	}
2735	>	}
2736
2737		tcan->SetLogy(0);
2738		TZem->GetYaxis()->SetRangeUser(0,2.5);
2739		TZem->GetYaxis()->SetTitle("ratio");
2740		TZem->Draw();
2741	<	if(PlottingSetup::RestrictToMassPeak) {
2741	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2742		TSem->Draw("same");
2743		TSeemm->Draw("same");
2744		}
2745
2746	<	float linepos=0.25;
2747	<	if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
2748	<	if(!PlottingSetup::RestrictToMassPeak) linepos=0.1; //sys uncertainty for iJZB
2746	>	float linepos=emuncertONPEAK;
2747	>	if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
2748	>
2749		TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
2750		TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2751		TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
#	Line 2338 \| Line 2768 \| cout << __LINE__ << endl;
2768
2769		TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
2770		leg2->AddEntry(TZem,"OFZP / SFZP","ple");
2771	<	if(PlottingSetup::RestrictToMassPeak) {
2771	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2772		leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
2773		leg2->AddEntry(TSem,"OFSB / SFZP","ple");
2774		}
#	Line 2351 \| Line 2781 \| cout << __LINE__ << endl;
2781		DrawMCPrelim(simulatedlumi);
2782		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
2783
2784	+
2785	+	if (0) { // Turn this off: we don't need this
2786
2787	<	///-------------- second part: only look at the quantity we actually care about!
2788	<	TH1F leftsfzp = (TH1F)nTZeemm->Clone("leftsfzp");
2789	<	TH1F rightsfzp = (TH1F)TZeemmcopy->Clone("rightsfzp");
2790	<	rightsfzp->Add(leftsfzp,-1);
2791	<	TH1F leftofzp = (TH1F)nTZem->Clone("leftofzp");
2792	<	TH1F rightofzp = (TH1F)TZemcopy->Clone("rightofzp");
2793	<	rightofzp->Add(leftofzp,-1);
2794	<	TH1F *leftofsb;
2795	<	TH1F *rightofsb;
2796	<	TH1F *leftsfsb;
2797	<	TH1F *rightsfsb;
2798	<	if(PlottingSetup::RestrictToMassPeak) {
2799	<	leftofsb = (TH1F*)nTSem->Clone("leftofsb");
2800	<	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2801	<	rightofsb->Add(leftofsb,-1);
2802	<	leftsfsb = (TH1F*)nTSeemm->Clone("leftsfsb");
2803	<	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2804	<	rightsfsb->Add(leftsfsb,-1);
2805	<	}
2787	>	///-------------- second part: only look at the quantity we actually care about!
2788	>	TH1F leftsfzp = (TH1F)nTZeemm->Clone("leftsfzp");
2789	>	TH1F rightsfzp = (TH1F)TZeemmcopy->Clone("rightsfzp");
2790	>	rightsfzp->Add(leftsfzp,-1);
2791	>	TH1F leftofzp = (TH1F)nTZem->Clone("leftofzp");
2792	>	TH1F rightofzp = (TH1F)TZemcopy->Clone("rightofzp");
2793	>	rightofzp->Add(leftofzp,-1);
2794	>	TH1F *leftofsb;
2795	>	TH1F *rightofsb;
2796	>	TH1F *leftsfsb;
2797	>	TH1F *rightsfsb;
2798	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2799	>	leftofsb = (TH1F*)nTSem->Clone("leftofsb");
2800	>	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2801	>	rightofsb->Add(leftofsb,-1);
2802	>	leftsfsb = (TH1F*)nTSeemm->Clone("leftsfsb");
2803	>	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2804	>	rightsfsb->Add(leftsfsb,-1);
2805	>	}
2806
2807	<	tcan->SetLogy(1);
2808	<	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2809	<	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2810	<	rightsfzp->Draw("histo");
2811	<	rightofzp->Draw("histo,same");
2812	<	if(PlottingSetup::RestrictToMassPeak) {
2813	<	rightofsb->Draw("histo,same");
2814	<	rightsfsb->Draw("histo,same");
2815	<	}
2816	<	DrawMCPrelim(simulatedlumi);
2807	>	tcan->SetLogy(1);
2808	>	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2809	>	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2810	>	rightsfzp->Draw("histo");
2811	>	rightofzp->Draw("histo,same");
2812	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2813	>	rightofsb->Draw("histo,same");
2814	>	rightsfsb->Draw("histo,same");
2815	>	}
2816	>	DrawMCPrelim(simulatedlumi);
2817
2818	<	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2819	<	legA->AddEntry(rightsfzp,"SFZP","l");
2820	<	legA->AddEntry(rightofzp,"OFZP","l");
2821	<	if(PlottingSetup::RestrictToMassPeak) {
2822	<	legA->AddEntry(rightofsb,"SFSB","l");
2823	<	legA->AddEntry(rightsfsb,"OFSB","l");
2824	<	}
2825	<	legA->Draw();
2818	>	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2819	>	legA->AddEntry(rightsfzp,"SFZP","l");
2820	>	legA->AddEntry(rightofzp,"OFZP","l");
2821	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2822	>	legA->AddEntry(rightofsb,"SFSB","l");
2823	>	legA->AddEntry(rightsfsb,"OFSB","l");
2824	>	}
2825	>	legA->Draw();
2826
2827	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2827	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2828
2829	<	tcan->SetLogy(0);
2830	<	rightofzp->Divide(rightsfzp);
2831	<	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2832	<	rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
2833	<	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2834	<	rightofzp->Draw();
2835	<	if(PlottingSetup::RestrictToMassPeak) {
2836	<	rightofsb->Divide(rightsfzp);
2837	<	rightsfsb->Divide(rightsfzp);
2838	<	rightofsb->Draw("same");
2839	<	rightsfsb->Draw("same");
2840	<	}
2841	<
2842	<	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2843	<	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2844	<	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2845	<
2846	<	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2847	<	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2848	<	center2->SetLineColor(kBlue);
2849	<
2850	<	top2->Draw("same");
2851	<	center2->Draw("same");
2852	<	bottom2->Draw("same");
2853	<
2854	<	rightofzp->SetMarkerStyle(21);
2855	<	if(PlottingSetup::RestrictToMassPeak) {
2856	<	rightofsb->SetMarkerStyle(24);
2857	<	rightsfsb->SetMarkerStyle(32);
2858	<	}
2859	<
2860	<	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2861	<	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2862	<	if(PlottingSetup::RestrictToMassPeak) {
2863	<	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2864	<	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2865	<	}
2866	<	leg3->AddEntry(bottom,"syst. envelope","l");
2867	<	leg3->SetX1(0.25);leg3->SetX2(0.6);
2868	<	leg3->SetY1(0.65);
2829	>	tcan->SetLogy(0);
2830	>	rightofzp->Divide(rightsfzp);
2831	>	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2832	>	rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2833	>	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2834	>	rightofzp->Draw();
2835	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2836	>	rightofsb->Divide(rightsfzp);
2837	>	rightsfsb->Divide(rightsfzp);
2838	>	rightofsb->Draw("same");
2839	>	rightsfsb->Draw("same");
2840	>	}
2841	>
2842	>	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2843	>	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2844	>	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2845	>
2846	>	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2847	>	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2848	>	center2->SetLineColor(kBlue);
2849	>
2850	>	top2->Draw("same");
2851	>	center2->Draw("same");
2852	>	bottom2->Draw("same");
2853	>
2854	>	rightofzp->SetMarkerStyle(21);
2855	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2856	>	rightofsb->SetMarkerStyle(24);
2857	>	rightsfsb->SetMarkerStyle(32);
2858	>	}
2859	>
2860	>	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2861	>	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2862	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2863	>	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2864	>	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2865	>	}
2866	>	leg3->AddEntry(bottom,"syst. envelope","l");
2867	>	leg3->SetX1(0.25);leg3->SetX2(0.6);
2868	>	leg3->SetY1(0.65);
2869
2870	<	leg3->Draw("same");
2870	>	leg3->Draw("same");
2871
2872	<	DrawMCPrelim(simulatedlumi);
2873	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2872	>	DrawMCPrelim(simulatedlumi);
2873	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2874	>
2875	>	}
2876
2877		delete TZem;
2878		delete nTZem;
2879		delete TZeemm;
2880		delete nTZeemm;
2881	<	if(PlottingSetup::RestrictToMassPeak) {
2881	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2882		delete TSem;
2883		delete nTSem;
2884		delete TSeemm;
#	Line 2453 \| Line 2887 \| cout << __LINE__ << endl;
2887
2888		delete tcan;
2889		cutWeight=weightbackup;
2890	+	switch_overunderflow(false);
2891		}
2892
2893		void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
2894		vector<float> nicer_binning;
2895	<	nicer_binning.push_back(-125);
2895	>
2896	>	/* nicer_binning.push_back(-400);
2897	>	nicer_binning.push_back(-250);
2898	>	nicer_binning.push_back(-200);
2899	>	nicer_binning.push_back(-150);
2900	>	nicer_binning.push_back(-100);
2901	>	nicer_binning.push_back(-50);
2902	>	nicer_binning.push_back(-20);
2903	>
2904	>	nicer_binning.push_back(0);
2905	>	nicer_binning.push_back(20);
2906	>	nicer_binning.push_back(50);
2907	>	nicer_binning.push_back(100);
2908	>	nicer_binning.push_back(150);
2909	>	nicer_binning.push_back(200);
2910	>	nicer_binning.push_back(250);
2911	>	nicer_binning.push_back(400);*/
2912	>
2913		nicer_binning.push_back(-100);
2462	–	nicer_binning.push_back(-75);
2914		nicer_binning.push_back(-50);
2915		nicer_binning.push_back(-25);
2916		nicer_binning.push_back(0);
#	Line 2469 \| Line 2920 \| void ttbar_sidebands_comparison(string m
2920		nicer_binning.push_back(100);
2921		nicer_binning.push_back(125);
2922		nicer_binning.push_back(150);
2923	<	nicer_binning.push_back(175);
2923	>	//nicer_binning.push_back(175);
2924		nicer_binning.push_back(200);
2925	<	nicer_binning.push_back(230);
2926	<	nicer_binning.push_back(280);
2927	<	nicer_binning.push_back(400);
2925	>	// nicer_binning.push_back(250);
2926	>	// nicer_binning.push_back(300);
2927	>	// nicer_binning.push_back(400);
2928	>
2929		ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
2930		}
2931
2932
2933	<	void zjets_prediction_comparison() {
2934	<	// Do it without PU re-weighting
2935	<	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2936	<	stringstream resultsNoPU;
2937	<
2938	<	stringstream mcjzbnoPU;
2939	<	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,false);
2940	<	if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
2941	<	else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
2933	>	void zjets_prediction_comparison(string mcjzbWithPUa) {
2934	>	cout << "****************************************************************************************************************************************************************" << endl;
2935	>	TCanvas *zcan = new TCanvas("zcan","zcan");
2936	>	// zcan->SetLogy(1);
2937	>	TCut weightbackup=cutWeight;
2938	>
2939	>	bool UsePURW=true;
2940	>
2941	>
2942	>	string mcjzb;
2943	>	if(UsePURW) {
2944	>	mcjzb=mcjzbWithPUa;
2945	>	cout << "Using PURW peak positions" << endl;
2946	>	} else {
2947	>	// Do it without PU re-weighting
2948	>	cutWeight="1.0";
2949	>	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2950	>	stringstream resultsNoPU;
2951	>	stringstream noPUdatajzb;
2952	>	stringstream noPUmcjzb;
2953	>
2954	>	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
2955	>	dout << "The peak corrected JZB expression for MC without pileup is : " << noPUmcjzb.str() << endl;
2956	>
2957	>	mcjzb = noPUmcjzb.str();
2958	>
2959	>	}
2960
2961	<	string mcjzb = mcjzbnoPU.str();
2962	<	dout << "The peak corrected JZB expression for MC without pileup is : " << mcjzb << endl;
2961	>
2962	>	vector<float> binning;
2963	>	binning.push_back(0);
2964	>	binning.push_back(10);
2965	>	binning.push_back(20);
2966	>	binning.push_back(40);
2967	>	binning.push_back(60);
2968	>	// binning.push_back(50);
2969	>	// binning.push_back(60);
2970	>	// binning.push_back(70);
2971	>	// binning.push_back(80);
2972	>	// binning.push_back(90);
2973	>	binning.push_back(100);
2974
2494	–	TCut weightbackup=cutWeight;
2495	–	cutWeight="1.0";
2496	–	float sbg_min=0.;
2497	–	float sbg_max=100.;
2498	–	int sbg_nbins=5;
2975		float simulatedlumi = luminosity;//in pb please - adjust to your likings
2976
2977		TCut kPos((mcjzb+">0").c_str());
2978		TCut kNeg((mcjzb+"<0").c_str());
2979		string var( "abs("+mcjzb+")" );
2980	+
2981	+	TCut notTau("abs(genMID1)!=15");
2982	+	TCut ee_mm_tautau("mll>0");
2983	+
2984
2985	<	TCut kcut(cutmass&&cutOSSF&&"pfJetGoodNum>2");
2986	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
2987	<	kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2508	<	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
2509	<	kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2985	>	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2986	>	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2987	>
2988		hJZBpos->SetLineColor(kBlack);
2989		hJZBneg->SetLineColor(kRed);
2990
2991	<	Int_t nbins = 5;
2514	<	Float_t xmax = 100.;
2515	<
2516	<
2517	<	TCanvas *zcan = new TCanvas("zcan","zcan");
2518	<	zcan->SetLogy(1);
2519	<
2991	>	hJZBpos->SetMinimum(1.0);
2992		hJZBpos->Draw("e1");
2993		hJZBneg->Draw("same,hist");
2994		hJZBpos->Draw("same,e1"); // So it's on top...
2995
2996	<	TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
2996	>	TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
2997		leg->AddEntry(hJZBpos,"Observed","pe");
2998		leg->AddEntry(hJZBneg,"Predicted","l");
2999		leg->Draw("same");
3000		DrawMCPrelim(simulatedlumi);
3001	<	CompleteSave(zcan,"Systematics/zjets_prediction");
3001	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
3002
3003		TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
3004		hratio->Divide(hJZBneg);
3005
3006	+	for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
3007	+	cout << "Positive: " << hJZBpos->GetBinContent(i) << " vs Negative : " << hJZBneg->GetBinContent(i) << " (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
3008	+	}
3009	+
3010		zcan->SetLogy(0);
3011		hratio->GetYaxis()->SetRangeUser(0,2.5);
3012		hratio->GetYaxis()->SetTitle("Observed/Predicted");
3013		hratio->Draw("e1");
3014
3015	<	TLine *top = new TLine(sbg_min,1.25,sbg_max,1.25);
3016	<	TLine *center = new TLine(sbg_min,1.0,sbg_max,1.0);
3017	<	TLine *bottom = new TLine(sbg_min,0.75,sbg_max,0.75);
3015	>	TLine *top = new TLine(binning[0],1.25,binning[binning.size()-1],1.25);
3016	>	TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
3017	>	TLine *bottom = new TLine(binning[0],0.75,binning[binning.size()-1],0.75);
3018
3019
3020		top->SetLineColor(kBlue);top->SetLineStyle(2);
#	Line 2549 \| Line 3025 \| void zjets_prediction_comparison() {
3025		center->Draw("same");
3026		bottom->Draw("same");
3027
3028	<	TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
3028	>	TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3029		leg2->AddEntry(hratio,"obs / pred","pe");
3030		leg2->AddEntry(bottom,"syst. envelope","l");
3031		leg2->Draw("same");
3032		DrawMCPrelim(simulatedlumi);
3033	<	CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
3033	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
3034	>
3035	>	TCut reducedNJets(cutnJets);
3036	>
3037	>	TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3038	>	TH1F *LcorrJZBeemm = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3039	>	TH1F *RcorrJZBem = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3040	>	TH1F *LcorrJZBem = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3041	>
3042	>	TH1F *RcorrJZBSBem;
3043	>	TH1F *LcorrJZBSBem;
3044	>	TH1F *RcorrJZBSBeemm;
3045	>	TH1F *LcorrJZBSBeemm;
3046	>
3047	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3048	>	RcorrJZBSBem = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3049	>	LcorrJZBSBem = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3050	>	RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3051	>	LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3052	>	}
3053	>
3054	>	TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3055	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3056	>	Bpred->Add(RcorrJZBem,1.0/3.);
3057	>	Bpred->Add(LcorrJZBem,-1.0/3.);
3058	>	Bpred->Add(RcorrJZBSBem,1.0/3.);
3059	>	Bpred->Add(LcorrJZBSBem,-1.0/3.);
3060	>	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3061	>	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3062	>	} else {
3063	>	Bpred->Add(RcorrJZBem,1.0);
3064	>	Bpred->Add(LcorrJZBem,-1.0);
3065	>	}
3066	>
3067	>	Bpred->SetLineColor(kRed);
3068	>
3069	>	TAUhJZBpos->SetLineColor(kBlack);
3070	>	Bpred->SetLineColor(kRed);
3071	>
3072	>	TAUhJZBpos->SetMinimum(1.0);
3073	>	TAUhJZBpos->Draw("e1");
3074	>	Bpred->Draw("same,hist");
3075	>	TAUhJZBpos->Draw("same,e1");
3076	>
3077	>	TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
3078	>	TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
3079	>	TAUleg->AddEntry(Bpred,"Predicted","l");
3080	>	TAUleg->Draw("same");
3081	>	DrawMCPrelim(simulatedlumi);
3082	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
3083	>
3084	>	TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
3085	>	TAUhratio->Divide(Bpred);
3086	>
3087	>	for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
3088	>	cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << " vs predicted : " << Bpred->GetBinContent(i) << " (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
3089	>	}
3090	>
3091	>	zcan->SetLogy(0);
3092	>	TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
3093	>	TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
3094	>	TAUhratio->Draw("e1");
3095	>
3096	>	top->Draw("same");
3097	>	center->Draw("same");
3098	>	bottom->Draw("same");
3099	>
3100	>	TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3101	>	TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
3102	>	TAUleg2->AddEntry(bottom,"syst. envelope","l");
3103	>	TAUleg2->Draw("same");
3104	>	DrawMCPrelim(simulatedlumi);
3105	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
3106	>
3107	>	delete Bpred;
3108	>	delete TAUhJZBpos;
3109	>	delete LcorrJZBeemm;
3110	>	delete RcorrJZBem;
3111	>	delete LcorrJZBem;
3112	>
3113	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3114	>	delete RcorrJZBSBem;
3115	>	delete LcorrJZBSBem;
3116	>	delete RcorrJZBSBeemm;
3117	>	delete LcorrJZBSBeemm;
3118	>	}
3119	>
3120
3121		delete zcan;
3122		cutWeight=weightbackup;
#	Line 2580 \| Line 3142 \| void sideband_assessment(string datajzb,
3142		tout << "\\begin{tabular}{l\|cc}" << endl;
3143		tout << "\\hline" << endl;
3144		tout << "& {\\OFZP} & {\\OFSB} \\\\\\hline" << endl;
3145	<	tout << "\\#(events) & "<<OFSB<<" & "<<OFZP<<"\\\\ \\hline" << endl;
3145	>	tout << "\\#(events) & "<<OFZP<<" & "<<OFSB<<"\\\\ \\hline" << endl;
3146		tout << "\\end{tabular}" << endl;
3147		tout << "\\end{center}" << endl;
3148		tout << "\\end{table}" << endl;
#	Line 2598 \| Line 3160 \| void make_table(samplecollection &coll,
3160
3161		TCanvas *cannie = new TCanvas("cannie","cannie");
3162
3163	<	for(int icut=0;icut<jzb_cuts.size();icut++) {
3163	>	for(int icut=0;icut<(int)jzb_cuts.size();icut++) {
3164		float currcut=jzb_cuts[icut];
3165		int nbins=1;float low=currcut;
3166		vector<int> mysample;
#	Line 2613 \| Line 3175 \| void make_table(samplecollection &coll,
3175		TH1F *RcorrJZBSBeemm;
3176		TH1F *LcorrJZBSBeemm;
3177
3178	<	if(PlottingSetup::RestrictToMassPeak) {
3178	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3179		RcorrJZBSBem = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3180		LcorrJZBSBem = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3181		RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
#	Line 2621 \| Line 3183 \| void make_table(samplecollection &coll,
3183		}
3184
3185		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3186	<	if(PlottingSetup::RestrictToMassPeak) {
3186	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3187		Bpred->Add(RcorrJZBem,1.0/3.);
3188		Bpred->Add(LcorrJZBem,-1.0/3.);
3189		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2657 \| Line 3219 \| void make_table(samplecollection &coll,
3219		//prediction part
3220		if(is_data) cout << "Data prediction & ";
3221		if(subselection!="none") cout << subselection << " prediction &";
3222	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3222	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3223
3224		cout << endl;
3225		//observation part
3226		if(is_data) cout << "Data observation & ";
3227		if(subselection!="none") cout << subselection << " observation &";
3228	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3228	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3229		cout << endl;
3230		cout << "_________________________________________________________________" << endl;
3231		delete cannie;
#	Line 2724 \| Line 3286 \| *void JZBSelEff(string mcjzb, TTree even**
3286		leg->SetLineColor(kBlack);
3287		leg->SetTextFont(62);
3288
3289	<	for ( int icut=0; icut<jzb_bins.size(); ++icut ) {
3289	>	for ( int icut=0; icut<(int)jzb_bins.size(); ++icut ) {
3290
3291		ostringstream selection;
3292		selection << mcjzb << ">" << jzb_bins[icut];
#	Line 2776 \| Line 3338 \| *void JZBSelEff(string mcjzb, TTree even**
3338		// Calls the above function for each signal sample
3339		void plot_jzb_sel_eff(string mcjzb, samplecollection &signalsamples, vector<float> bins )
3340		{
3341	<	for (int isignal=0; isignal<signalsamples.collection.size();isignal++) {
3341	>	for (int isignal=0; isignal<(int)signalsamples.collection.size();isignal++) {
3342		dout << "JZB selection efficiency curve: " << std::endl;
3343		JZBSelEff(mcjzb,(signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].samplename,bins); // Only for some selected samples
3344		}
#	Line 2819 \| Line 3381 \| void qcd_plots(string datajzb, string mc
3381		TH1F *RcorrJZBSBeemm;
3382		TH1F *LcorrJZBSBeemm;
3383
3384	<	TH1F *RcorrJZBeemmNoS;
3384	>	// TH1F *RcorrJZBeemmNoS;
3385
3386		//these are for the ratio
3387		TH1F *JRcorrJZBeemm = qcdsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 2832 \| Line 3394 \| void qcd_plots(string datajzb, string mc
3394		TH1F *JRcorrJZBSBeemm;
3395		TH1F *JLcorrJZBSBeemm;
3396
3397	<	if(PlottingSetup::RestrictToMassPeak) {
3397	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3398		RcorrJZBSBem = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3399		LcorrJZBSBem = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3400		RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 2853 \| Line 3415 \| void qcd_plots(string datajzb, string mc
3415
3416		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3417		TH1F JBpred = (TH1F)JLcorrJZBeemm->Clone("Bpred");
3418	<	if(PlottingSetup::RestrictToMassPeak) {
3418	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3419		Bpred->Add(RcorrJZBem,1.0/3.);
3420		Bpred->Add(LcorrJZBem,-1.0/3.);
3421		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2903 \| Line 3465 \| void qcd_plots(string datajzb, string mc
3465		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
3466		string ytitle("ratio");
3467		if ( use_data==1 ) ytitle = "data/pred";
3468	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,use_data!=1,ytitle);
3468	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
3469
3470		TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
3471		TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
#	Line 2923 \| Line 3485 \| void qcd_plots(string datajzb, string mc
3485		dout << "______________________________________________" << endl;
3486		dout << "How QCD shows up in the different regions: " << endl;
3487		dout << "OSSF: " << endl;
3488	<	if(PlottingSetup::RestrictToMassPeak) {
3488	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3489		dout << " Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3490		dout << " sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
3491		} else {
3492		dout << " " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3493		}
3494		dout << "OSOF: " << endl;
3495	<	if(PlottingSetup::RestrictToMassPeak) {
3495	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3496		dout << " Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3497		dout << " sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
3498		} else {
3499		dout << " Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3500		}
3501		dout << "Therefore: " << endl;
3502	<	if(PlottingSetup::RestrictToMassPeak) {
3502	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3503		dout << " Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
3504		dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
3505		dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
#	Line 2950 \| Line 3512 \| void qcd_plots(string datajzb, string mc
3512		dout << " Observation increases by : " << RcorrJZBeemm->Integral() << endl;
3513
3514		dout << endl;
3515	<	for(int i=0;i<bins.size();i++) {
3515	>	for(int i=0;i<(int)bins.size();i++) {
3516		dout << " JZB > " << bins[i] << " : " << endl;
3517		dout << " Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
3518	<	if(PlottingSetup::RestrictToMassPeak) {
3518	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3519		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;
3520		} else {
3521		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 2967 \| Line 3529 \| void qcd_plots(string datajzb, string mc
3529		if(LcorrJZBem) delete LcorrJZBem;
3530		if(RcorrJZBeemm) delete RcorrJZBeemm;
3531		if(LcorrJZBeemm) delete LcorrJZBeemm;
3532	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
3533	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
3534	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3535	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3532	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
3533	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
3534	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3535	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3536		}
3537
3538		void check_ptsanity() {
#	Line 2998 \| Line 3560 \| void check_ptsanity() {
3560		leg->SetY2(1.0);
3561
3562
3563	<	for(int isample=0;isample<allsamples.collection.size();isample++) {
3563	>	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3564		string nowname=(allsamples.collection)[isample].filename;
3565		cout << "Drawing: " << nowname << " (sample " << isample+1 << " / " << allsamples.collection.size() << ")" << endl;
3566		individualpt1histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt1",50,0,50, "p_{T,1}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
#	Line 3022 \| Line 3584 \| void check_ptsanity() {
3584		ptsancan->cd(2);
3585		fpt2->Draw();
3586
3587	<	for(int isample=0;isample<allsamples.collection.size();isample++) {
3587	>	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3588		ptsancan->cd(1);
3589		individualpt1histos[isample]->DrawNormalized("same,histo");
3590		ptsancan->cd(2);
#	Line 3038 \| Line 3600 \| void check_ptsanity() {
3600		void do_mlls_plot(string mcjzb) {
3601		cout << "At this point we'd plot the mll distribution" << endl;
3602		TCanvas *sigcan = new TCanvas("sigcan","sigcan");
3603	<	for(int isig=0;isig<(signalsamples.collection).size();isig++) {
3603	>	for(int isig=0;isig<(int)(signalsamples.collection).size();isig++) {
3604		if(!(signalsamples.collection)[isig].events) continue;
3605		string nowname=(signalsamples.collection)[isig].filename;
3606		TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets,mc,luminosity,signalsamples.FindSample(nowname));
#	Line 3067 \| Line 3629 \| void do_mlls_plot(string mcjzb) {
3629		}
3630		}
3631
3632	<	void met_vs_jzb_plots() {
3632	>	void met_vs_jzb_plots(string datajzb, string mcjzb) {
3633
3634		TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
3635		canmetjzb->SetRightMargin(0.16);
#	Line 3076 \| Line 3638 \| void met_vs_jzb_plots() {
3638		findme.push_back("DY");
3639		findme.push_back("TTJets");
3640		findme.push_back("LM");
3641	<
3642	<	for(int ifind=0;ifind<findme.size();ifind++) {
3641	>	/*
3642	>	for(int ifind=0;ifind<(int)findme.size();ifind++) {
3643		vector<int> selsamples = allsamples.FindSample(findme[ifind]);
3644		TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
3645	<	for(int isel=0;isel<selsamples.size();isel++) {
3646	<	cout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3647	<	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF);
3645	>	for(int isel=0;isel<(int)selsamples.size();isel++) {
3646	>	dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3647	>	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
3648		}
3649		metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
3650		metvsjzb->SetStats(0);
#	Line 3096 \| Line 3658 \| void met_vs_jzb_plots() {
3658		title->Draw();
3659		CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
3660		}
3661	+	*/
3662	+
3663	+	dout << "About to produce MET plot for DY split up by JZB" << endl;
3664	+
3665	+	int nbins=14;
3666	+	float low=0;
3667	+	float high=140;
3668	+
3669	+	stringstream sLEFT;
3670	+	sLEFT << "((" << mcjzb << ")<0)";
3671	+	TCut LEFT(sLEFT.str().c_str());
3672	+	stringstream sRIGHT;
3673	+	sRIGHT << "((" << mcjzb << ")>0)";
3674	+	TCut RIGHT(sRIGHT.str().c_str());
3675	+
3676	+	TH1F *metleft = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3677	+	TH1F *metleftO = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3678	+	TH1F *metright = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3679	+	TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3680	+
3681	+
3682	+	TH1F Bpred = (TH1F)metleft->Clone("Bpred");
3683	+	Bpred->Add(metleftO,-1);
3684	+	Bpred->Add(metrightO);
3685	+	TH1F obs = (TH1F)metright->Clone("obs");
3686	+
3687	+	metleft->Add(metleftO,-1);
3688	+	metright->Add(metrightO,-1);
3689	+
3690	+	metleft->SetLineColor(kRed);
3691	+	metright->SetLineColor(kBlack);
3692	+	TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
3693	+	metpad->cd();
3694	+	metpad->SetLogy(1);
3695	+	metleft->Draw("histo");
3696	+	metright->Draw("same");
3697	+	TLegend *lg = make_legend();
3698	+	lg->SetX1(0.5);
3699	+	lg->SetY1(0.7);
3700	+	lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
3701	+	lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
3702	+	lg->SetHeader("DY");
3703	+
3704	+	lg->Draw();
3705	+	save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
3706	+
3707	+	TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
3708	+	metpad3->cd();
3709	+	metpad3->SetLogy(1);
3710	+	Bpred->SetLineColor(kRed);
3711	+	Bpred->Draw("histo");
3712	+	obs->SetLineColor(kBlack);
3713	+	obs->Draw("same");
3714	+	TLegend *lg2 = make_legend();
3715	+	lg2->SetX1(0.5);
3716	+	lg2->SetY1(0.7);
3717	+	lg2->AddEntry(obs,"observed","P");
3718	+	lg2->AddEntry(Bpred,"predicted","L");
3719	+	lg2->SetHeader("DY");
3720	+
3721	+	lg2->Draw();
3722	+
3723	+	save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
3724	+
3725	+	TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
3726	+	metpad2->cd();
3727	+	metpad2->SetLogy(1);
3728	+
3729	+	TH1F *metlefta = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3730	+	TH1F *metleftOa = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3731	+	TH1F *metrighta = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3732	+	TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3733	+
3734	+	metlefta->Add(metleftOa,-1);
3735	+	metrighta->Add(metrightOa,-1);
3736	+
3737	+	metlefta->SetLineColor(kRed);
3738	+	metpad2->cd();
3739	+	metlefta->Draw("histo");
3740	+	metrighta->Draw("same");
3741	+	lg->Draw();
3742	+	save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
3743	+
3744	+	delete Bpred;
3745	+	delete obs;
3746	+
3747	+	float newhigh=300;
3748	+	int newNBins=30;
3749	+
3750	+	TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
3751	+	TH1F *Ametleft = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
3752	+	TH1F *AmetleftO = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
3753	+	TH1F *Ametright = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
3754	+	TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
3755	+
3756	+	TH1F aBpred = (TH1F)Ametleft->Clone("aBpred");
3757	+	aBpred->Add(AmetleftO,-1);
3758	+	aBpred->Add(AmetrightO);
3759	+	aBpred->SetLineColor(kRed);
3760	+
3761	+	TH1F aobs = (TH1F)Ametright->Clone("aobs");
3762	+	metpad4->cd();
3763	+	metpad4->SetLogy(1);
3764	+	aobs->Draw();
3765	+	aBpred->Draw("histo,same");
3766	+	aobs->Draw("same");
3767	+	lg->SetHeader("All MC");
3768	+	lg->Draw();
3769	+	save_with_ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
3770	+
3771	+
3772	+	delete lg;
3773	+	delete canmetjzb;
3774	+	delete metleft;
3775	+	delete metleftO;
3776	+	delete metright;
3777	+	delete metrightO;
3778		}
3779
3780
#	Line 3103 \| Line 3782 \| void test() {
3782
3783		TCanvas *testcanv = new TCanvas("testcanv","testcanv");
3784		testcanv->cd();
3785	<	switch_overunderflow(true);
3785	>	// switch_overunderflow(true);
3786		TH1F *ptdistr = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
3787		switch_overunderflow(false);
3788		ptdistr->Draw();

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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents): Revision 1.15 by buchmann, Wed Apr 18 13:04:08 2012 UTC vs. Revision 1.66 by buchmann, Thu Sep 13 20:32:52 2012 UTC

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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.15 by buchmann, Wed Apr 18 13:04:08 2012 UTC vs.
Revision 1.66 by buchmann, Thu Sep 13 20:32:52 2012 UTC