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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.12 by buchmann, Wed Apr 18 09:20:36 2012 UTC vs.
Revision 1.63 by fronga, Fri Sep 7 15:10:26 2012 UTC

#	Line 28 | Line 28 | void todo() {
28		dout << "Info : The pt requirement is currently set to " << (const char*) passtrig << endl;
29		dout << "Info : The mll requirement is currently set to " << (const char*) cutmass << endl;
30		dout << "Info : The lepton requirement is currently set to " << (const char*) leptoncut << endl;
31	+	dout << "Info : The weight applied to all MC is " << (const char*) cutWeight << endl;
32		}
33
34	<	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &DataSigma, stringstream &result, bool doPUreweighting = true )
34	>
35	>
36	>	void find_one_peak_combination(TCut specialcut, bool SwitchOffNJetsCut, float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &MCSigmaError, float &DataSigma, float& DataSigmaError, stringstream &result, bool doPUreweighting = true, string saveas="")
37		{
38		// Temporarily switch off PU reweighting, if asked
39		TCut weightbackup=cutWeight;
40		if ( !doPUreweighting ) cutWeight="1.0";
41	<
41	>
42	>	int nbins=100;
43	>	if(PlottingSetup::DoBTag) nbins=25;
44	>
45	>	TCut nJetsCut(cutnJets);
46	>	if(SwitchOffNJetsCut) nJetsCut=specialcut;
47	>
48		TCanvas *tempcan = new TCanvas("tempcan","Temporary canvas for peak finding preparations");
49	<	TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,mc, luminosity);
50	<	TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
51	<	TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,mc, luminosity);
52	<	TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
49	>	TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,mc, luminosity);
50	>	TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,data, luminosity);
51	>	TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,mc, luminosity);
52	>	TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,data, luminosity);
53		TH1F *rawttbarjzbeemmMC;
54
55		if(method==doKM) {
56		//we only need this histo for the KM fitting...
57	<	rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,100, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("TTJet"));
58	<	MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
59	<	DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
57	>	rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&nJetsCut&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
58	>	MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
59	>	DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
60	>	delete rawttbarjzbeemmMC;
61		}
62		else {
63		TH1F *reducedMC = (TH1F*)rawJZBeemmMC->Clone();
#	Line 55 | Line 65 | void find_peaks(float &MCPeak,float &MCP
65		reducedMC->Add(rawJZBemMC,-1);
66		reducedData->Add(rawJZBemData,-1);
67		//this is Kostas' way of doing it - we subtract em to get rid of some of the ttbar contribution (in reality, of flavor-symmetric contribution)
68	<	MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
69	<	DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
70	<
68	>	MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
69	>	DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
70	>	delete reducedMC;
71	>	delete reducedData;
72		}
73
74		// Revert to original PU reweighting
#	Line 65 | Line 76 | void find_peaks(float &MCPeak,float &MCP
76
77		//  MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
78		//  DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
79	<	dout << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
80	<	result << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
81	<	dout << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
82	<	result << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
79	>	dout   << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
80	>	result << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
81	>	dout   << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
82	>	result << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
83	>	delete rawJZBeemmData;
84	>	delete rawJZBeemmMC;
85	>	delete rawJZBemData;
86	>	delete rawJZBemMC;
87		delete tempcan;
88		}
89
90	<	void make_special_obs_pred_mll_plot(string mcjzb, float jzbthreshold) {
90	>	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb, string sSpecialCut="", bool SwitchOffNJetsCut=false)
91	>	{
92	>	switch_overunderflow(false);
93	>
94	>	TCut SpecialCut("mll>=0");
95	>	if(sSpecialCut!="") SpecialCut=TCut(sSpecialCut.c_str());
96	>
97	>	bool DoInvidualeemmPeaks=false;
98	>
99	>	float mcpeak, datapeak;
100	>	float mcpeakerr, datapeakerr;
101	>
102	>	float mceepeak,mcmmpeak;
103	>	float mceepeakerr,mcmmpeakerr;
104	>
105	>	float datammpeak,dataeepeak;
106	>	float datammpeakerr,dataeepeakerr;
107	>
108	>	float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
109	>
110	>	dout << "Finding global peak : " << endl;
111	>	find_one_peak_combination(SpecialCut,SwitchOffNJetsCut,mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
112	>
113	>	if(DoInvidualeemmPeaks) {
114	>	dout << "Finding peak for electrons : " << endl;
115	>	find_one_peak_combination(SpecialCut&&TCut("id1==0"),SwitchOffNJetsCut,mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
116	>	dout << "Finding peak for muons : " << endl;
117	>	find_one_peak_combination(SpecialCut&&TCut("id1==1"),SwitchOffNJetsCut,mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
118	>
119	>	datajzb << "(" << jzbvariabledata;
120	>	mcjzb << "(" << jzbvariablemc;
121	>
122	>	if(dataeepeak>0) datajzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
123	>	else datajzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
124	>
125	>	if(datammpeak>0) datajzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
126	>	else datajzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
127	>
128	>	if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
129	>	else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
130	>
131	>	datajzb << ")";
132	>
133	>	if(mceepeak>0) mcjzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
134	>	else mcjzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
135	>
136	>	if(mcmmpeak>0) mcjzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
137	>	else mcjzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
138	>
139	>	if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
140	>	else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
141	>
142	>	mcjzb << ")";
143	>
144	>	} else {
145	>	datajzb << "(" << jzbvariabledata;
146	>	mcjzb << "(" << jzbvariablemc;
147	>
148	>	if(datapeak>0) datajzb << "- " << TMath::Abs(datapeak) << " ";
149	>	else datajzb << "+ " << TMath::Abs(datapeak) << " ";
150	>
151	>	datajzb << ")";
152	>
153	>	if(mcpeak>0) mcjzb << "- " << TMath::Abs(mcpeak) << " ";
154	>	else mcjzb << "+ " << TMath::Abs(mcpeak) << " ";
155	>
156	>	mcjzb << ")";
157	>	}
158	>
159	>	MCPeak=mcpeak;
160	>	MCPeakError=mcpeakerr;
161	>	DataPeak=datapeak;
162	>	DataPeakError=datapeakerr;
163	>
164	>	switch_overunderflow(true);
165	>
166	>	}
167	>
168	>	void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
169		float min=70.0;
170		float max=115.0;
171		if(!PlottingSetup::RestrictToMassPeak) {
172	<	min=10;
173	<	max=150;
172	>	min=20;
173	>	max=300;
174		}
175	<	int nbins=int((max-min)/5);
175	>	int nbins=int((max-min)/binWidth);
176
177		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
178
179		stringstream largerzeroS;
180	<	largerzeroS << "(" << mcjzb << ">" << jzbthreshold << ")";
181	<	TCut largerzero(largerzeroS.str().c_str());
180	>	largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
181	>	TCut largerzeroD(largerzeroS.str().c_str());
182
183		stringstream smallerzeroS;
184	<	smallerzeroS << "(" << mcjzb << "<-" << jzbthreshold << ")";
185	<	TCut smallerzero(smallerzeroS.str().c_str());
186	<
187	<	TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,data,luminosity);
188	<	THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,mc,luminosity);
189	<	TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,data,luminosity);
190	<	TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,data,luminosity);
191	<	TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,data,luminosity);
184	>	smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
185	>	TCut smallerzeroD(smallerzeroS.str().c_str());
186	>
187	>
188	>	stringstream largerzeroMS;
189	>	largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
190	>	TCut largerzeroM(largerzeroMS.str().c_str());
191	>
192	>	TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,data,luminosity);
193	>	THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
194	>	TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,data,luminosity);
195	>	TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,data,luminosity);
196	>	TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,data,luminosity);
197
198		TH1F *RcorrJZBSBem;
199		TH1F *LcorrJZBSBem;
200		TH1F *RcorrJZBSBeemm;
201		TH1F *LcorrJZBSBeemm;
202
203	<	TH1F *RcorrJZBeemmNoS;
203	>	//  TH1F *RcorrJZBeemmNoS;
204
205	<	if(PlottingSetup::RestrictToMassPeak) {
206	<	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,data, luminosity);
207	<	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,data, luminosity);
208	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,data, luminosity);
209	<	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,data, luminosity);
210	<	}
211	<
212	<	TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
213	<	if(PlottingSetup::RestrictToMassPeak) {
214	<	Bpred->Add(RcorrJZBem,1.0/3.);
215	<	Bpred->Add(LcorrJZBem,-1.0/3.);
216	<	Bpred->Add(RcorrJZBSBem,1.0/3.);
217	<	Bpred->Add(LcorrJZBSBem,-1.0/3.);
218	<	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
219	<	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
220	<	} else {
221	<	Bpred->Add(RcorrJZBem,1.0);
222	<	Bpred->Add(LcorrJZBem,-1.0);
223	<	}
224	<
205	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
206	>	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,data, luminosity);
207	>	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,data, luminosity);
208	>	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,data, luminosity);
209	>	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,data, luminosity);
210	>	}
211	>
212	>	// Separate predictions
213	>	TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
214	>	TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
215	>	TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
216	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
217	>	OFP->Scale(1.0/3.0);
218	>	OFP->Add(RcorrJZBSBem,1.0/3.);
219	>	OFP->Add(RcorrJZBSBeemm,1.0/3.);
220	>	OFN->Scale(1.0/3.0);
221	>	OFN->Add(LcorrJZBSBem,1.0/3.);
222	>	OFN->Add(LcorrJZBSBeemm,1.0/3.);
223	>	}
224	>
225	>	TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
226	>	Bpred->Add(OFP);
227	>	Bpred->Add(OFN,-1);
228		Bpred->SetLineColor(kRed);
229
230	+	RcorrJZBeemm->SetTitleOffset(1.3,"y");
231		RcorrJZBeemm->Draw();
232		mcRcorrJZBeemm.Draw("same");
233		Bpred->Draw("histo,same");
#	Line 140 | Line 242 | void make_special_obs_pred_mll_plot(stri
242		stringstream saveas;
243		saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
244		CompleteSave(ckin,saveas.str());
245	<
245	>
246	>	// Draw all predictions overlayed
247	>	unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
248	>	SFN->SetLineColor(kGreen+2);
249	>	SFN->SetLineStyle(2);
250	>	SFN->SetLineWidth(w);
251	>	OFP->SetLineColor(kBlue+2);
252	>	OFP->SetLineStyle(2);
253	>	OFP->SetLineWidth(w);
254	>	OFN->SetLineColor(kMagenta+2);
255	>	OFN->SetLineStyle(3);
256	>	OFN->SetLineWidth(w);
257	>
258	>	RcorrJZBeemm->Draw();
259	>	SFN->Draw("histo,same");
260	>	OFP->Draw("histo,same");
261	>	OFN->Draw("histo,same");
262	>	Bpred->Draw("histo,same");
263	>	RcorrJZBeemm->Draw("same");
264	>
265	>	TLegend *leg2 = make_legend("",0.52,0.7);
266	>	leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
267	>	leg2->AddEntry(Bpred,"predicted (data)","l");
268	>	leg2->AddEntry(SFN,  "  SF JZB<0","l");
269	>	leg2->AddEntry(OFN,  "  OF JZB<0","l");
270	>	leg2->AddEntry(OFP,  "  OF JZB>0","l");
271	>	leg2->Draw("same");
272	>
273	>	saveas.str("");
274	>	saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold << "_nomc";
275	>	CompleteSave(ckin,saveas.str());
276	>
277		delete RcorrJZBeemm;
278		delete LcorrJZBeemm;
279		delete RcorrJZBem;
280		delete LcorrJZBem;
281	<	if(PlottingSetup::RestrictToMassPeak) {
281	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
282		delete RcorrJZBSBeemm;
283		delete LcorrJZBSBeemm;
284		delete RcorrJZBSBem;
#	Line 189 | Line 322 | void make_special_mll_plot(int nbins, fl
322		TIter next(bgleg->GetListOfPrimitives());
323		TObject* obj;
324		// Copy the nice bkgd legend skipping the "data"
325	<	while ( obj = next() )
325	>	while ( (obj = next()) )
326		if ( strcmp(((TLegendEntry*)obj)->GetObject()->GetName(),"datahistoOSSF") )
327		kinleg->GetListOfPrimitives()->Add(obj);
328
#	Line 208 | Line 341 | void draw_ratio_plot(TH1* hdata, THStack
341		TIter next(hmc.GetHists());
342		TObject* obj;
343		TH1* hratio = NULL;
344	<	while ( obj = next() ) {
344	>	while ( (obj = next()) ) {
345		if ( !hratio ) {
346		hratio = (TH1*)obj->Clone();
347		hratio->SetName("hratio");
#	Line 239 | Line 372 | void draw_ratio_plot(TH1* hdata, THStack
372		oneline->Draw("same");
373		}
374
375	+	float make_one_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
376	+	string xlabel, string filename, float legendPosition=0.55) {
377	+
378	+	TCut ibasiccut=basiccut;
379	+	bool draw_separation_lines=false;
380	+
381	+	if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
382	+
383	+	TCut cutSF;
384	+	TCut cutOF;
385	+
386	+	cutOF = cutOSOF&&cutnJets&&ibasiccut;
387	+	cutSF = cutOSSF&&cutnJets&&ibasiccut;
388	+
389	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
390	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
391	+	rcan->SetLogy(logscale);
392	+	rcan->cd();
393	+
394	+	std::cout << "OF/SF comparison: variable = " << variable << ", cut = " << cutSF.GetTitle() << std::endl;
395	+	TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
396	+	TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
397	+	//   string signal("LM3");
398	+	//   TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
399	+	//   int idx = signalsamples.FindSample(signal)[0];
400	+	//   (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
401	+	//   signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
402	+	//   signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
403	+	//   signalhisto->SetLineStyle(2);
404	+	datahistoSF->SetMarkerSize(DataMarkerSize);
405	+	datahistoOF->SetLineColor(kRed);
406	+
407	+	if ( !logscale ) {
408	+	datahistoSF->SetMinimum(0); // Defaults
409	+	} else {
410	+	datahistoSF->SetMinimum(0.5);
411	+	}
412	+	if (ymax<0) {
413	+	if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
414	+	else datahistoSF->SetMaximum(1.5*datahistoSF->GetMaximum());
415	+	} else {
416	+	datahistoSF->SetMaximum(ymax);
417	+	}
418	+
419	+	float ymaxSet = datahistoSF->GetMaximum();
420	+
421	+	datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
422	+	datahistoSF->GetYaxis()->SetTitle("Events");
423	+	datahistoSF->GetXaxis()->CenterTitle();
424	+	datahistoSF->GetYaxis()->CenterTitle();
425	+
426	+	TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.7,false,legendPosition+0.2);
427	+	mleg->AddEntry(datahistoSF, "Same-flavor", "PL");
428	+	if (datahistoOF->Integral()>0) {
429	+	mleg->AddEntry(datahistoOF, "Opposite-flavor", "L");
430	+	} else {
431	+	mleg->AddEntry((TObject*)0, "", "");
432	+	}
433	+	//mleg->AddEntry(signalhisto, "LM3", "L");
434	+
435	+	datahistoSF->Draw("E1");
436	+	if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
437	+	//signalhisto->Draw("HIST,SAMES");
438	+	mleg->Draw();
439	+	DrawPrelim();
440	+	if (datahistoOF->Integral()>0) {
441	+	save_with_ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
442	+	} else {
443	+	CompleteSave(rcan, "SFOF/" + filename);
444	+	delete rcan;
445	+	}
446	+
447	+	datahistoSF->Delete();
448	+	datahistoOF->Delete();
449	+	//signalhisto->Delete();
450	+	delete mleg;
451	+	delete ckin;
452	+
453	+	return ymaxSet;
454	+
455	+	}
456	+
457	+	// Compare data to data
458	+	float make_data_comparison_plot(string variable, TCut cut, int nbins, float min, float max, float ymax, bool logscale,
459	+	string xlabel, string filename, float legendPosition=0.55) {
460	+
461	+	TCut ibasiccut=basiccut&&cut;
462	+
463	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
464	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
465	+	rcan->SetLogy(logscale);
466	+	rcan->cd();
467	+
468	+	std::cout << "Data comparison: variable = " << variable << ", cut = " << ibasiccut.GetTitle() << std::endl;
469	+
470	+	TH1F *data1 = allsamples.Draw("data1",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
471	+	TH1F *data2 = comparesamples.Draw("data2",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
472	+
473	+	data1->SetMarkerSize(DataMarkerSize);
474	+	data2->SetLineColor(kRed);
475	+
476	+	if ( !logscale ) {
477	+	data1->SetMinimum(0); // Defaults
478	+	} else {
479	+	data1->SetMinimum(0.5);
480	+	}
481	+	if (ymax<0) {
482	+	if ( logscale ) data1->SetMaximum(5.3*data1->GetMaximum());
483	+	else data1->SetMaximum(1.5*data1->GetMaximum());
484	+	} else {
485	+	data1->SetMaximum(ymax);
486	+	}
487	+
488	+	float ymaxSet = data1->GetMaximum();
489	+
490	+	data1->GetXaxis()->SetTitle(xlabel.c_str());
491	+	data1->GetYaxis()->SetTitle("Events");
492	+	data1->GetXaxis()->CenterTitle();
493	+	data1->GetYaxis()->CenterTitle();
494	+
495	+	TLegend *mleg = make_legend("",legendPosition,0.7,false,legendPosition+0.2);
496	+	mleg->AddEntry(data1, "New 3.8/fb", "PL");
497	+	mleg->AddEntry(data2, "Old 5.1/fb", "L");
498	+
499	+	data1->Draw("E1");
500	+	data2->Draw("HIST,SAMES");
501	+	mleg->Draw();
502	+	DrawPrelim();
503	+	save_with_ratio( data1, data2, rcan, "compareData/" + filename, false, false, "old/new" );
504	+
505	+	data1->Delete();
506	+	data2->Delete();
507	+	delete mleg;
508	+	delete ckin;
509	+
510	+	}
511	+
512	+	void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale,
513	+	string xlabel, string filename, float legendPosition=0.55) {
514	+
515	+	string mllcuts[] = { "mll>15","mll>15&&mll<70", "mll>75&&mll<105", "mll>120" };
516	+	string mllcutname[] = { "m_{ll} > 15 GeV", "15 < m_{ll} < 70 GeV", "70 < m_{ll} < 110 GeV", "m_{ll} > 120 GeV" };
517	+	string plotname[] = {"_all","_low","_peak","_high"};
518	+	float ymax;
519	+
520	+	int start = 0;
521	+	if ( !PlottingSetup::openBox ) start = 3;
522	+
523	+	for ( int i=start; i<4; ++i ) {
524	+	if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
525	+	if ( i==start ) {
526	+	ymax = make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, -1, logscale, xlabel,
527	+	filename+plotname[i], legendPosition );
528	+	} else {
529	+	make_one_OFSF_plot(variable, mllcuts[i],        mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
530	+	filename+plotname[i], legendPosition );
531	+	}
532	+	make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
533	+	filename+plotname[i]+"_mm", legendPosition );
534	+	make_one_OFSF_plot(variable, "id1==0&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
535	+	filename+plotname[i]+"_ee", legendPosition );
536	+	}
537	+
538	+	}
539	+
540	+
541		float lastrange_min=0;
542		float lastrange_max=0;
543
#	Line 268 | Line 567 | void make_kin_plot(string variable, stri
567		//Step 2: Refine the cut
568		TCut cut;
569		cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
570	<	if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
570	>	if(filename=="nJets" || filename=="nJets_inclusive") cut=cutmass&&cutOSSF&&ibasiccut;
571	>	if(filename=="nJets_osof" || filename=="nJets_osof_inclusive") cut=cutmass&&cutOSOF&&ibasiccut;
572		if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
573		if(filename=="mll") {
574		cut=cutOSSF&&cutnJets&&ibasiccut;
575		draw_separation_lines=true;
576		}
577		if(filename=="mll_ee") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
578	+	if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
579		if(filename=="mll_osof") {
580		cut=cutOSOF&&cutnJets&&ibasiccut;
581		draw_separation_lines=true;
582		}
583	<	if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
584	<	if(Contains(filename,"mll_aboveJZB100")) cut=cutOSSF&&cutnJets&&ibasiccut;
583	>	if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
584	>	if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
585	>	if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
586		if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
587	<	if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutOSSF;
588	<	if(filename=="mll_inclusive_osof") cut=cutOSOF;
589	<	if(filename=="mll_inclusive_ee") cut=cutOSSF&&"id1==0";
590	<	if(filename=="mll_inclusive_mm") cut=cutOSSF&&"id1==1";
587	>	if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutmass&&cutOSSF;
588	>	if(filename=="mll_inclusive_osof") cut=cutmass&&cutOSOF;
589	>	if(filename=="mll_inclusive_ee") cut=cutmass&&cutOSSF&&"id1==0";
590	>	if(filename=="mll_inclusive_mm") cut=cutmass&&cutOSSF&&"id1==1";
591		if(filename=="pfJetGoodEta_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
592		if(filename=="pfJetGoodPt_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
593	+	if(filename=="numVtx") cut=cutmass&&ibasiccut;
594
595		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
596		ckin->SetLogy(logscale);
597		TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
598		datahisto->SetMarkerSize(DataMarkerSize);
599	<	THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
599	>	if ( !logscale ) datahisto->SetMinimum(0); // Defaults
600	>	else datahisto->SetMinimum(0.5);
601	>	// Custom max.
602	>	if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
603		if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
604		if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
605	<	if(filename=="mll_inclusive") datahisto->SetMinimum(1);
605	>	if(filename=="mll_inclusive"||filename=="mll_inclusive_mm"||filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
606		if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
607		if(filename=="mll_osof") datahisto->SetMinimum(9);
608	+	if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
609	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
610
611	<	datahisto->SetMaximum(5.3*datahisto->GetMaximum());
304	<	datahisto->Draw("e1");
305	<	ckin->Update();
611	>	cout << "******** Cut used : " << (const char*) cut << endl;
612		if(loadlastminmax) {
613		datahisto->SetMinimum(lastrange_min);
614		datahisto->SetMaximum(lastrange_max);
#	Line 312 | Line 618 | void make_kin_plot(string variable, stri
618		}
619		}
620
621	+	// Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
622	+	string signal("LM3");
623	+	TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
624	+	int idx = signalsamples.FindSample(signal)[0];
625	+	(signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
626	+	signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
627	+	signalhisto->SetLineColor(kOrange);
628	+
629	+	THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
630	+	datahisto->Draw("e1");
631	+	ckin->Update();
632		mcstack.Draw("same");
633	+
634		datahisto->Draw("same,e1");
635		TLegend *kinleg = allsamples.allbglegend();
636		kinleg->Draw();
#	Line 355 | Line 673 | void make_kin_plot(string variable, stri
673		kinpad->SetLogy(logscale);
674		datahisto->Draw("e1");
675		mcstack.Draw("same");
676	+	signalhisto->Draw("same");
677		datahisto->Draw("same,e1");
678		datahisto->Draw("same,axis");
679		if(RestrictToMassPeak&&draw_separation_lines) {
#	Line 362 | Line 681 | void make_kin_plot(string variable, stri
681		upperboundary->Draw("same");
682		}
683
684	+	kinleg->AddEntry("signalhisto",signal.c_str(),"l");
685		kinleg->Draw();
686		write_cut->Draw();
687		DrawPrelim();
#	Line 379 | Line 699 | void make_kin_plot(string variable, stri
699		delete ckin;
700		}
701
702	<	void make_JES_plot() {
702	>	void make_JES_plot(TCut cut, string name) {
703
704		int nbins=10;
705		float min=-0.5;
706		float max = 9.5;
707		bool logscale=true;
708		string xlabel="nJets";
389	–	TCut cut=cutmass&&cutOSSF&&basiccut;
709
710		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
711		ckin->SetLogy(logscale);
712	<	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
712	>	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
713		datahisto->SetMarkerSize(DataMarkerSize);
714	<	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
715	<	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
716	<	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
714	>	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
715	>	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
716	>	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
717
718		datahisto->SetMinimum(1);
719		datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
#	Line 419 | Line 738 | void make_JES_plot() {
738		TLegend *kinleg = allsamples.allbglegend();
739		kinleg->AddEntry(JESunc,"JES uncertainty","f");
740		kinleg->Draw();
741	<	CompleteSave(ckin,"Systematics/JES");
741	>	CompleteSave(ckin,"Systematics/JES"+name);
742		datahisto->Delete();
743		delete ckin;
744
#	Line 429 | Line 748 | void do_kinematic_plots(string mcjzb, st
748		{
749		bool dolog=true;
750		bool nolog=false;
751	+
752	+	bool doOFSF = true;
753	+	bool doKin  = true;
754	+	bool doDataComp = true;
755	+
756	+
757		if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
758	<	float mll_low=40;
758	>	float mll_low=50;
759		float mll_hi=160;
760		if(!PlottingSetup::RestrictToMassPeak) {
761	<	mll_low=10;
762	<	mll_hi=210;
761	>	mll_low=20;
762	>	mll_hi=320;
763		}
764	<	/*
765	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
766	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
767	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
768	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
769	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
770	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
771	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
772	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
773	<	make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);/*
774	<	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
775	<	make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
776	<	make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
777	<	make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
778	<	make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
779	<	make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
780	<	make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
781	<	make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
782	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets",doPF);
783	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);*//*
784	<	if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
785	<	stringstream jzbcut;
786	<	jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
787	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
788	<	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);
789	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_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_osof_aboveJZB100",doPF,true);
791	<	stringstream jzbcut2;
792	<	jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
793	<	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
794	<	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);
795	<	stringstream jzbcut3;
796	<	jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
797	<	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);
798	<	*/
799	<	make_special_obs_pred_mll_plot(mcjzb,50);
800	<	make_special_obs_pred_mll_plot(mcjzb,100);
801	<	make_special_obs_pred_mll_plot(mcjzb,150);
802	<	make_special_obs_pred_mll_plot(mcjzb,200);
803	<	make_special_obs_pred_mll_plot(mcjzb,250);
764	>
765	>	if ( doOFSF ) {
766	>	make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll");
767	>
768	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100",                        7, 3, 10, true, "#(jets)", "njets");
769	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", "njets_btagVeto");
770	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30>0",  7, 3, 10, true, "#(jets)", "njets_AtLeastOneBJet30");
771	>
772	>	make_OFSF_plots("pfJetGoodNumBtag30", "met[4]>100", 5, 0, 5, true, "#(b-jets)", "nbjets");
773	>	make_OFSF_plots("pfJetGoodPtBtag[0]", "met[4]>100&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", "ptb1");
774	>
775	>	make_OFSF_plots("iso1", "met[4]>100", 20, 0, 0.3, true, "lepton 1 isolation", "iso1");
776	>	make_OFSF_plots("iso2", "met[4]>100", 20, 0, 0.3, true, "lepton 2 isolation", "iso2");
777	>	//  make_OFSF_plots("pt1",  "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1");
778	>	//  make_OFSF_plots("pt2",  "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2");
779	>	make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", 0.15);
780	>	make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", 0.15);
781	>	//  make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", 0.2);
782	>	//  make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", 0.2);
783	>	//  make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", 0.2);
784	>	make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", "dphij1met", 0.2);
785	>	make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", "dphi", 0.2);
786	>	//  make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", "dphiMet1", 0.2);
787	>	//  make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", "dphiMet2", 0.2);
788	>	make_OFSF_plots("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", "met[4]>100", 16, 0, 3.2, false, "Min(|#Delta#phi(l,MET)|)", "dphilc");
789	>	make_OFSF_plots("TMath::Min(TMath::Abs(pfJetDphiMet[0]), TMath::Min(TMath::Abs(pfJetDphiMet[1]), TMath::Abs(pfJetDphiMet[2])))", "met[4]>100", 16, 0, 3.2, false, "Min(|#Delta#phi(jet,MET)|)", "dphijc");
790	>	make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(dphiMet1)), (TMath::Pi() - TMath::Abs(dphiMet2)))", "met[4]>100", 16, 0, 3.2, false, "Min(#pi - |#Delta#phi(l,MET)|)", "dphilco");
791	>	make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(pfJetDphiMet[0])), TMath::Min( (TMath::Pi()-TMath::Abs(pfJetDphiMet[1])), (TMath::Pi() - TMath::Abs(pfJetDphiMet[2]))))", "met[4]>100", 16, 0, 3.2, false, "Min(#pi - |#Delta#phi(jet,MET)|)", "dphijco");
792	>	}
793	>
794	>	if ( doDataComp && !PlottingSetup::openBox ) {
795	>	TCut mllCut("");
796	>	float massmin = 15.;
797	>	float massmax = 315;
798	>	int massnbins = 60;
799	>	if ( !PlottingSetup::openBox ) {
800	>	mllCut = "mll>120";
801	>	massmin = 120;
802	>	massmax = 360;
803	>	massnbins = 14;
804	>	}
805	>
806	>	TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
807	>	make_data_comparison_plot("mll", cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive");
808	>	make_data_comparison_plot("mll", cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_inclusive");
809	>
810	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig");
811	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
812	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
813	>
814	>	make_data_comparison_plot("mll", mllCut&&cutOSOF&&cutSignal, massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
815	>	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");
816	>	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");
817	>
818	>	make_data_comparison_plot("pfJetGoodNum40", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_SF_sig");
819	>	make_data_comparison_plot("pfJetGoodNum40", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_OF_sig");
820	>	make_data_comparison_plot("pfJetGoodNumBtag30", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_SF_sig");
821	>	make_data_comparison_plot("pfJetGoodNumBtag30", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_OF_sig");
822	>	}
823	>
824	>
825	>	if ( doKin ) {
826	>	string mllCut("");
827	>	if ( !PlottingSetup::openBox ) mllCut = "&&mll>120";
828	>
829	>	// Plots in signal region
830	>	make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
831	>	make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
832	>	make_kin_plot("mll","mll>20&&met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
833	>	make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
834	>	make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
835	>
836	>	make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
837	>	make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
838	>
839	>	// Further inclusive invariant mass plots
840	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
841	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
842	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
843	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
844	>
845	>	//make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
846	>	//if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
847	>
848	>	//make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
849	>	//make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
850	>
851	>	// Number of jets
852	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
853	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
854	>	//make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
855	>
856	>	// Others
857	>	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
858	>	//  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
859	>	//  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
860	>	make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
861	>	make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
862	>	make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
863	>	make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
864	>	make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
865	>	//   stringstream jzbcut;
866	>	//   jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
867	>	//   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
868	>	//   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);
869	>	//   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);
870	>	//   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);
871	>	//   stringstream jzbcut2;
872	>	//   jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
873	>	//   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
874	>	//   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);
875	>	//   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);
876	>	//   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);
877	>	//   stringstream jzbcut3;
878	>	//   jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
879	>	//   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
880	>	//   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);
881	>	//   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);
882	>	//   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);
883	>
884	>	//   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);
885	>	//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);
886	>	//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);
887	>	}
888	>
889	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
890	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
891	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
892	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
893	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
894	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
895	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
896	>
897	>	//   make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
898	>	//   make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
899	>
900		}
901
902		void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
903		int nbins, float xmin, float xmax, bool log,
904		float ymin=0, float ymax=0, bool leftJustified=false ) {
905	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
905	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
906
907		TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
908		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__));
909	<	if(var=="numVtx") cutWeight=TCut("1.0");
909	>	//if(var=="numVtx") cutWeight=TCut("1.0");
910		TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
911		TCut jzbMC[]  = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
912
913		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
914		int nRegions=4;
915	<	if(!PlottingSetup::RestrictToMassPeak) {
915	>	if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
916		nRegions=2;
917		}
918
#	Line 509 | Line 930 | void make_comp_plot( string var, string
930		TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
931		ccomp->SetLogy(log);
932		TH1F *datahisto = allsamples.Draw("datahisto",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
933	<	TH1F *lm4histo = signalsamples.Draw("lm4histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
933	>	TH1F *lm3histo  = signalsamples.Draw("lm3histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
934		THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],  mc,  luminosity);
935		datahisto->SetMarkerSize(DataMarkerSize);
936		if (ymax>ymin) datahisto->SetMaximum(ymax);
937	<	lm4histo->SetLineStyle(2);
937	>	lm3histo->SetLineStyle(2);
938		datahisto->Draw("e1");
939		mcstack.Draw("same");
940		datahisto->Draw("same,e1");
941	<	//      lm4histo->Draw("hist,same");
941	>	lm3histo->Draw("hist,same");
942		TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
943		if ( leftJustified ) {
944		Float_t w = kinleg->GetX2()-kinleg->GetX1();
945		kinleg->SetX1(0.2);
946		kinleg->SetX2(0.2+w);
947		}
948	<	//      kinleg->AddEntry(lm4histo,"LM4","l");
948	>	kinleg->AddEntry(lm3histo,"LM3","l");
949		kinleg->Draw();
950		TText* write_variable = write_text(0.99,0.01,var);
951		write_variable->SetTextAlign(31);
#	Line 533 | Line 954 | void make_comp_plot( string var, string
954		CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
955		delete datahisto;
956		delete ccomp;
957	<	delete lm4histo;
957	>	delete lm3histo;
958		}
959		cutWeight=weightbackup;
960		}
#	Line 543 | Line 964 | void region_comparison_plots(string mcjz
964		dout << "Creating comparison plots for signal and control regions" << endl;
965		// Compare a few quantities in the signal region and all 7 control regions
966
967	<	switch_overunderflow(true);  // switching overflow/underflow bins on
967	>	//  switch_overunderflow(true);  // switching overflow/underflow bins on
968
969
970		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
971	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
971	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
972		float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
973		float mll_low=50;float mll_high=170;
974		if(!PlottingSetup::RestrictToMassPeak) {
975	<	mll_high=200;
976	<	mll_low=50;
975	>	mll_high=300;
976	>	mll_low=20;
977		}
978	<	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
978	>	make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
979	>	make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
980	>
981	>	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
982		make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
983	<	make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
983	>	make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
984	>	make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
985		make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
986	<	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
986	>	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
987		make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
988		make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
989	+	make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
990	+	make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
991		}
992
993		switch_overunderflow(false); // switching overflow/underflow bins off
#	Line 759 | Line 1186 | vector<TF1*> do_extended_fit_to_plot(TH1
1186		//      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)
1187		TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
1188		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1189	<	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);
1189	>	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);
1190
1191
1192		TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
#	Line 854 | Line 1281 | if you want to start from scratch (witho
1281		return return_functions;
1282		}
1283
1284	<	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false,string subdir="" )
1284	>	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
1285		{
1286	<	// note: sigma is not used ATM
860	<	switch_overunderflow(true);
1286	>	//  switch_overunderflow(true);
1287		bool is_data=false;
1288		bool use_signal=false;
1289		if(use_data==1) is_data=true;
#	Line 867 | Line 1293 | void do_prediction_plot(string jzb, TCan
1293		float low=0;
1294		float hi=500;
1295
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());
876	–
1296		TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
1297	<	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1298	<	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1299	<	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1300	<	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1297	>	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1298	>	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1299	>	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1300	>	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1301
1302		blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
1303		blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
#	Line 895 | Line 1314 | void do_prediction_plot(string jzb, TCan
1314
1315		//these are for the ratio
1316
1317	<	TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1318	<	TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1319	<	TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1320	<	TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1317	>	TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1318	>	TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1319	>	TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1320	>	TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1321
1322		TH1F *JRcorrJZBSBem;
1323		TH1F *JLcorrJZBSBem;
1324		TH1F *JRcorrJZBSBeemm;
1325		TH1F *JLcorrJZBSBeemm;
1326
1327	<	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);
1327	>	if(use_data==2 || overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,false);
1328
1329
1330	<	if(PlottingSetup::RestrictToMassPeak) {
1331	<	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1332	<	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1333	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1334	<	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1330	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1331	>	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1332	>	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1333	>	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1334	>	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1335
1336		//these are for the ratio
1337	<	JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1338	<	JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1339	<	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1340	<	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1337	>	JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1338	>	JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1339	>	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1340	>	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1341		}
1342
1343		TH1F *lm4RcorrJZBeemm;
1344	<	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"));
1344	>	if(overlay_signal || use_data == 2 || use_data == 1) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,allsamples.FindSample("LM"));
1345
1346		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
1347
#	Line 931 | Line 1350 | void do_prediction_plot(string jzb, TCan
1350
1351		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
1352		TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
1353	<	if(PlottingSetup::RestrictToMassPeak) {
1353	>
1354	>	TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
1355	>	ClearHisto(BpredSys);
1356	>
1357	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1358		Bpred->Add(RcorrJZBem,1.0/3.);
1359		Bpred->Add(LcorrJZBem,-1.0/3.);
1360		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 953 | Line 1376 | void do_prediction_plot(string jzb, TCan
1376		JBpred->Add(JLcorrJZBSBem,-1.0/3.);
1377		JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
1378		JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
1379	+
1380	+	//Systematics:
1381	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertONPEAK*zjetsestimateuncertONPEAK);
1382	+	AddSquared(BpredSys,JRcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
1383	+	AddSquared(BpredSys,JLcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
1384	+	AddSquared(BpredSys,JRcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
1385	+	AddSquared(BpredSys,JLcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
1386	+	AddSquared(BpredSys,JRcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
1387	+	AddSquared(BpredSys,JLcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
1388		} else {
1389		Bpred->Add(RcorrJZBem,1.0);
1390		Bpred->Add(LcorrJZBem,-1.0);
#	Line 962 | Line 1394 | void do_prediction_plot(string jzb, TCan
1394		//these are for the ratio
1395		JBpred->Add(JRcorrJZBem,1.0);
1396		JBpred->Add(JLcorrJZBem,-1.0);
1397	+
1398	+	//Systematics
1399	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertOFFPEAK*zjetsestimateuncertOFFPEAK);
1400	+	AddSquared(BpredSys,JRcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1401	+	AddSquared(BpredSys,JLcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1402	+
1403		}
1404
1405	<
1405	>	SQRT(BpredSys);
1406	>	BpredSys->Divide(JBpred);
1407	>
1408
1409		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
1410		TH1F *Tpred = (TH1F*)RcorrJZBem->Clone("Bpred");
1411		Tpred->Add(LcorrJZBem,-1.0);
1412	<	if(PlottingSetup::RestrictToMassPeak) {
1412	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1413		Tpred->Add(RcorrJZBSBem,1.0);
1414		Tpred->Add(LcorrJZBSBem,-1.0);
1415		Tpred->Add(RcorrJZBSBeemm,1.0);
#	Line 1009 | Line 1449 | void do_prediction_plot(string jzb, TCan
1449		blankback->Draw();
1450		if(use_data==1)
1451		{
1452	+	//Bpred->SetLineWidth(3); //paper style.overruled.
1453	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style.overruled.
1454		analytical_function = do_extended_fit_to_plot(Bpred,Tpred,LcorrJZBeemm,LcorrJZBem,is_data);
1455		kinpad->cd();//necessary because the extended fit function creates its own canvas
1456		RcorrJZBeemm->Draw("e1x0,same");
1457
1458		Bpred->Draw("hist,same");
1459	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1459	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1460		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1461		lm4RcorrJZBeemm->Draw("hist,same");
1462		legBpred->AddEntry(RcorrJZBeemm,"observed","p");
1463		legBpred->AddEntry(Bpred,"predicted","l");
1464	<	legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1465	<	legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1466	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1464	>	//    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1465	>	//    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1466	>	legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
1467		legBpred->Draw();
1468		DrawPrelim();
1469
#	Line 1050 | Line 1492 | void do_prediction_plot(string jzb, TCan
1492		Bpred->Draw("hist,same");
1493		//    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1494		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1495	<	//    TH1F *lm4RcorrJZBeemmC = (TH1F*)lm4RcorrJZBeemm->Clone("lm4RcorrJZBeemmC");
1054	<	//    lm4RcorrJZBeemmC->SetLineColor(kOrange+1);
1055	<	lm4RcorrJZBeemm->SetLineColor(kOrange+1);
1056	<	//    lm4RcorrJZBeemmC->Draw("histo,same");
1495	>	//    lm4RcorrJZBeemm->SetLineColor(kOrange+1);
1496		lm4RcorrJZBeemm->SetLineWidth(2);
1497	+	//lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
1498		lm4RcorrJZBeemm->Draw("histo,same");
1499		DrawPrelim();
1500		TLegend *speciallegBpred = make_legend("",0.45,0.55);
1501	+	//TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
1502		speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
1503		speciallegBpred->AddEntry(Bpred,"Total background","l");
1504		speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
1505	<	speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1505	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1506	>	else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
1507		//    speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
1508		speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1509		speciallegBpred->Draw();
1510	<	save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,use_data!=1,"data/pred");
1510	>	save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
1511
1512		TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1513	<	THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1513	>	specialcanv->SetLogy(1);
1514	>	//    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1515		blankback->Draw();
1516	<	kostack.Draw("same");
1516	>	//    kostack.Draw("same");
1517	>	predcomposition.Draw();
1518		Bpred->Draw("hist,same");
1519	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1519	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1520		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1521		legBpred->Draw();
1522		DrawPrelim();
1523		CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
1524		Bpred->SetLineWidth((int)CurrentBpredLineWidth);
1525
1526	+
1527	+	//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;
1528	+
1529		delete speciallegBpred;
1530		delete Zjetspred;
1531		delete TTbarpred;
#	Line 1087 | Line 1534 | void do_prediction_plot(string jzb, TCan
1534		}
1535		if(use_data==0) {
1536		RcorrJZBeemm->Draw("e1x0,same");
1537	+	//Bpred->SetLineWidth(3); // paper style. overruled.
1538		Bpred->Draw("hist,same");
1539		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1540		legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1541	<	legBpred->AddEntry(Bpred,"MC predicted","l");
1541	>	legBpred->AddEntry(Bpred,"MC predicted","l");
1542		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
1543		if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
1544		if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
#	Line 1101 | Line 1549 | void do_prediction_plot(string jzb, TCan
1549		}
1550		if(use_data==2) {
1551		RcorrJZBeemm->Draw("e1x0,same");
1552	+	//Bpred->SetLineWidth(3); // paper style. overruled.
1553		Bpred->Draw("hist,same");
1554		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1555		legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
#	Line 1116 | Line 1565 | void do_prediction_plot(string jzb, TCan
1565		//      CompleteSave(globalcanvas,"Bpred_MCwithS"); // done below in save_with_ratio
1566		}
1567		{
1568	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style. overruled.
1569	+	//RcorrJZBeemmNoS->SetLineWidth(3); //paper style. overruled.
1570	+	//lm4RcorrJZBeemm->SetLineStyle(2); //paper style. overruled.
1571	+	//RcorrJZBeemmNoS->SetLineStyle(3); //paper style. overruled.
1572	+	//lm4RcorrJZBeemm->SetLineColor(kOrange+1); //paper style. overruled.
1573	+
1574		RcorrJZBeemmNoS->SetLineStyle(2);
1575		legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
1576		legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
#	Line 1135 | Line 1590 | void do_prediction_plot(string jzb, TCan
1590		string ytitle("ratio");
1591		if ( use_data==1 ) ytitle = "data/pred";
1592		//save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1593	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle);//not extending the y range anymore up to 4
1593	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
1594
1595
1596		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1597	<	/// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1598	<	if(PlottingSetup::RestrictToMassPeak) {
1597	>	// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1598	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1599		TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
1600		Bpredem->Add(RcorrJZBem);
1601		Bpredem->Add(LcorrJZBem,-1);
#	Line 1201 | Line 1656 | void do_prediction_plot(string jzb, TCan
1656		}
1657		}
1658
1659	+	TFile *f = new TFile("tester.root","RECREATE");
1660	+	RcorrJZBeemm->Write();
1661	+	Bpred->Write();
1662	+	f->Close();
1663	+
1664		delete RcorrJZBeemm;
1665		delete LcorrJZBeemm;
1666		delete RcorrJZBem;
#	Line 1213 | Line 1673 | void do_prediction_plot(string jzb, TCan
1673
1674		delete blankback;
1675
1676	<	if(PlottingSetup::RestrictToMassPeak) {
1676	>	delete BpredSys;
1677	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1678		delete RcorrJZBSBem;
1679		delete LcorrJZBSBem;
1680		delete RcorrJZBSBeemm;
#	Line 1230 | Line 1691 | void do_prediction_plot(string jzb, TCan
1691
1692		void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
1693		TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
1694	<	do_prediction_plot(datajzb,globalcanvas,DataSigma,jzbHigh ,data,overlay_signal);
1695	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mc,overlay_signal);
1696	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mcwithsignal,overlay_signal);
1694	>	do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
1695	>	if ( !PlottingSetup::Approved ) {
1696	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
1697	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
1698	>	} else {
1699	>	write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
1700	>	}
1701		}
1702
1703		void do_ratio_plot(int is_data,vector<float> binning, string jzb, TCanvas *can, float high=-9999) {
#	Line 1250 | Line 1715 | void do_ratio_plot(int is_data,vector<fl
1715		TH1F *RcorrJZBSBeemm;
1716		TH1F *LcorrJZBSbeemm;
1717
1718	<	if(PlottingSetup::RestrictToMassPeak) {
1718	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1719		RcorrJZBSBem   = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1720		LcorrJZBSBem   = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1721		RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
#	Line 1262 | Line 1727 | void do_ratio_plot(int is_data,vector<fl
1727
1728		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1729		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
1730	<	if(PlottingSetup::RestrictToMassPeak) {
1730	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1731		Bpred->Add(RcorrJZBem,1.0/3);
1732		Bpred->Add(LcorrJZBem,-1.0/3);
1733		Bpred->Add(RcorrJZBSBem,1.0/3);
#	Line 1569 | Line 2034 | void draw_pure_jzb_histo(TCut cut,string
2034		datahisto->Draw("same,e1");
2035
2036		TLegend *leg;
2037	<	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
2038	<	else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
2039	<	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
2040	<	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
2041	<	else {
2042	<	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
2043	<	exit(-1);
2044	<	}
2037	>	if (!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
2038	>	if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
2039	>	else leg = allsamples.allbglegend("Same flavor",datahisto);
2040	>	} else {
2041	>	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
2042	>	else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
2043	>	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
2044	>	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
2045	>	else {
2046	>	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
2047	>	exit(-1);
2048	>	}
2049	>	}
2050		leg->Draw();
2051		string write_cut = decipher_cut(cut,"");
2052		TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
#	Line 1627 | Line 2097 | void produce_stretched_jzb_plots(string
2097		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
2098		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
2099		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
2100	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
2101	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
2100	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
2101	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
2102
2103		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
2104		draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
2105	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
2106	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
2105	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
2106	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
2107
2108		delete dican;
2109		}
#	Line 1652 | Line 2122 | void diboson_plots(string mcjzb, string
2122
2123
2124		dout << "Going to increase the cross section for diboson samples ... " << endl;
2125	<	for(int i=0;i<SamplesToBeModified.size();i++) {
2125	>	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
2126		float origxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
2127		(allsamples.collection)[SamplesToBeModified[i]].xs=origxs*stretchfactor;
2128		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 1662 | Line 2132 | void diboson_plots(string mcjzb, string
2132		}
2133
2134		dout << "Going to produce JZB plots" << endl;
2135	<	//  produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
2135	>	produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
2136		TCanvas *gloca = new TCanvas("gloca","gloca");
1667	–	float sigma=123456;
2137
2138		dout << "Going to produce prediction plots" << endl;
2139	<	do_prediction_plot(mcjzb, gloca, sigma, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
2140	<	do_prediction_plot(mcjzb, gloca, sigma, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
2139	>	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
2140	>	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
2141		delete gloca;
2142
2143		dout << "Going to reset the cross section for diboson samples ... " << endl;
2144	<	for(int i=0;i<SamplesToBeModified.size();i++) {
2144	>	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
2145		float Upxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
2146		(allsamples.collection)[SamplesToBeModified[i]].xs=(allsamples.collection)[SamplesToBeModified[i]].xs*(1.0/stretchfactor);
2147		string Upname=(allsamples.collection)[SamplesToBeModified[i]].samplename;
#	Line 1682 | Line 2151 | void diboson_plots(string mcjzb, string
2151		}
2152
2153		}
2154	+
2155	+
2156	+	void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
2157	+	TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
2158	+	jzbpad->cd();
2159	+	jzbpad->SetLogy(1);
2160	+	string xlabel="JZB [GeV]";
2161	+
2162	+	TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
2163	+	datahisto1->SetLineColor(kRed);
2164	+	datahisto1->SetMarkerColor(kRed);
2165	+	TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
2166	+	datahisto2->SetLineColor(kBlue);
2167	+	datahisto2->SetMarkerColor(kBlue);
2168	+
2169	+	datahisto2->SetMarkerSize(DataMarkerSize);
2170	+	datahisto1->DrawNormalized("e1");
2171	+	datahisto2->DrawNormalized("histo,same");
2172	+	datahisto1->DrawNormalized("same,e1");
2173	+
2174	+	TLegend *leg = make_legend();
2175	+	leg->AddEntry(datahisto1,legentry1.c_str());
2176	+	leg->AddEntry(datahisto2,legentry2.c_str());
2177	+	leg->Draw();
2178	+
2179	+	save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
2180	+
2181	+	datahisto1->Delete();
2182	+	datahisto2->Delete();
2183	+	}
2184	+
2185	+
2186		void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2187		TCanvas *can = new TCanvas("can","JZB Plots Canvas");
2188		float max=jzbHigh ;
#	Line 1695 | Line 2196 | void jzb_plots(string mcjzb, string data
2196		for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
2197		for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
2198
2199	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2200	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2201	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2202	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2203	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2204	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2205	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2206	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2207	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2199	>	if ( !PlottingSetup::Approved ) {
2200	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2201	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2202	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2203	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2204	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2205	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2206	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2207	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2208	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2209	>	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);
2210	>	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);
2211	>	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);
2212	>
2213	>	}
2214
2215		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
2216	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2217	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2218	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2219	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2220	<
2221	<	//  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarsest",can,coarsest_binning);
1715	<	//  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarsest",can,coarsest_binning);
1716	<	//  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1717	<	//  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarsest",can,coarsest_binning);
1718	<	//  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarsest",can,coarsest_binning);
2216	>	if ( !PlottingSetup::Approved ) {
2217	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2218	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2219	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2220	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2221	>	}
2222		delete can;
2223		}
2224
#	Line 1766 | Line 2269 | void compute_MC_yields(string mcjzb,vect
2269		TCanvas *yica = new TCanvas("yica","yield canvas");
2270
2271		int nRegions=4;
2272	<	if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
2272	>	if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
2273		string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
2274		string posneg[] = {"pos","neg"};
2275		TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
2276
2277	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
2277	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
2278		TCut jzbMC[]  = { give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos"), give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg") };
2279		dout << "_________________________________________________________" << endl;
2280		dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
2281	<	for(int isample=0;isample<(allsamples.collection).size();isample++) {
2281	>	for(int isample=0;isample<(int)(allsamples.collection).size();isample++) {
2282		if(!(allsamples.collection)[isample].is_data) dout << (allsamples.collection)[isample].samplename << "  &  ";
2283		else dout << "Sample & ";
2284		for(int iregion=0;iregion<nRegions;iregion++) {
#	Line 2034 | Line 2537 | void draw_ttbar_and_zjets_shape_for_one_
2537
2538		void draw_ttbar_and_zjets_shape(string mcjzb, string datajzb) {
2539		int all_leptons=-1;
2037	–	int electrons_only=0;
2038	–	int mu_only=1;
2039	–	int twojetswith50gev=1;
2540		int threejetswith30gev=0;
2541		/*
2542	+	int twojetswith50gev=1;
2543	+	int electrons_only=0;
2544	+	int mu_only=1;
2545	+
2546		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,twojetswith50gev);
2547		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev);
2548
#	Line 2052 | Line 2556 | void draw_ttbar_and_zjets_shape(string m
2556		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
2557		}
2558
2559	<	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2056	<	//first: colorful plots
2559	>	float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
2560		TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2561		cancorr->SetLogz();
2562		cancorr->SetRightMargin(0.13);
2563	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2564	<	TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)");
2563	>	TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
2564	>
2565	>	if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2566		TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2567	<	(allsamples.collection)[allsamples.FindSample("Data")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotd",zptforresponsepresentation);
2567	>	niceresponseplotd->Sumw2();
2568	>	TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
2569	>	vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2570	>	for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2571	>	if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2572	>	if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2573	>
2574	>	dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2575	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
2576	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
2577	>	}
2578	>	niceresponseplotd->Add(emuResponse,-1);
2579	>
2580		niceresponseplotd->SetStats(0);
2581		niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2582		niceresponseplotd->GetYaxis()->SetTitle("Response");
#	Line 2068 | Line 2584 | void find_correction_factors(string &jzb
2584		niceresponseplotd->GetYaxis()->CenterTitle();
2585		niceresponseplotd->Draw("COLZ");
2586		TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2587	+	profd->Rebin(2);
2588		profd->SetMarkerSize(DataMarkerSize);
2589	<	profd->Fit("pol0","","same,e1",30,400);
2589	>	profd->Fit("pol0","","same,e1",100,400);
2590		DrawPrelim();
2591	<	TText* title = write_text(0.5,0.7,"Data");
2591	>	string stitle="Data";
2592	>	if(!Contains(FindKeyword,"Data")) stitle="MC";
2593	>	TText* title = write_text(0.5,0.7,stitle.c_str());
2594		title->SetTextAlign(12);
2595		title->Draw();
2596		TF1 *datapol=(TF1*)profd->GetFunction("pol0");
2597	<	float datacorrection=datapol->GetParameter(0);
2598	<	stringstream dataresstring;
2599	<	dataresstring<<"Response: "<<std::setprecision(2)<<100*datacorrection<<" %";
2600	<	TText* restitle = write_text(0.5,0.65,dataresstring.str());
2597	>	float correction=datapol->GetParameter(0);
2598	>	stringstream resstring;
2599	>	resstring<<"Response: "<<std::setprecision(2)<<100*correction<<" %";
2600	>	TText* restitle = write_text(0.5,0.65,resstring.str());
2601		restitle->SetTextAlign(12);
2602		restitle->SetTextSize(0.03);
2603		restitle->Draw();
2604	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_Data");
2605	<
2606	<	TH2F *niceresponseplotm = new TH2F("niceresponseplotm","",100,0,600,100,0,5);
2607	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotm",zptforresponsepresentation);
2608	<	niceresponseplotm->SetStats(0);
2609	<	niceresponseplotm->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2610	<	niceresponseplotm->GetYaxis()->SetTitle("Response");
2611	<	niceresponseplotm->GetXaxis()->CenterTitle();
2093	<	niceresponseplotm->GetYaxis()->CenterTitle();
2094	<	niceresponseplotm->Draw("COLZ");
2095	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt",zptforresponsepresentation,"PROF,same");
2096	<	TProfile * profm = (TProfile*)niceresponseplotm->ProfileX();
2097	<	profm->SetMarkerSize(DataMarkerSize);
2098	<	profm->Fit("pol0","","same,e1",30,400);
2099	<	DrawMCPrelim();
2100	<	title = write_text(0.5,0.7,"MC simulation");
2101	<	title->SetTextAlign(12);
2102	<	title->Draw();
2103	<	TF1 *mcpol=(TF1*)profm->GetFunction("pol0");
2104	<	float mccorrection=mcpol->GetParameter(0);
2105	<	stringstream mcresstring;
2106	<	mcresstring<<"Response: "<<std::setprecision(2)<<100*mccorrection<<" %";
2107	<	TText* mcrestitle = write_text(0.5,0.65,mcresstring.str());
2108	<	mcrestitle->SetTextAlign(12);
2109	<	mcrestitle->SetTextSize(0.03);
2110	<	mcrestitle->Draw();
2111	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_MC");
2604	>	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2605	>	delete cancorr;
2606	>	delete niceresponseplotd;
2607	>	delete profd;
2608	>	return correction;
2609	>	}
2610	>
2611	>	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2612
2613	+	dout << "Computing response corrections: " << endl;
2614	+	//Step 1 : Get results
2615	+	float datacorrection=find_one_correction_factor("Data",true,"","Data");
2616	+	float mccorrection=find_one_correction_factor("DY",false,"","MC");
2617	+
2618	+	float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
2619	+	float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
2620	+
2621	+	float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
2622	+	float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
2623	+
2624	+	cout << "Corrections : " << endl;
2625	+	cout << "   Data : " << datacorrection << endl;
2626	+	cout << "     ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
2627	+	cout << "   MC : " << mccorrection << endl;
2628	+	cout << "     ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
2629
2630	<	//Step 2: Getting the result
2115	<	//  TCut zptcutforresponse("pt>30&&pt<300&&TMath::Abs(91.2-mll)<20&&id1==id2&&(ch1*ch2<0)");
2630	>	//Step 2: Processing the result and making it into something useful :-)
2631		stringstream jzbvardatas;
2632	<	if(datacorrection>1) jzbvardatas<<"(jzb[1]-"<<datacorrection-1<<"*pt)";
2633	<	if(datacorrection<1) jzbvardatas<<"(jzb[1]+"<<1-datacorrection<<"*pt)";
2632	>	jzbvardatas << "(";
2633	>
2634	>	if(dataEEcorrection>=1) jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]-" << dataEEcorrection-1 << "*pt))";
2635	>	if(dataEEcorrection<1)  jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-dataEEcorrection << "*pt))";
2636	>
2637	>	if(dataMMcorrection>=1) jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]-" << dataMMcorrection-1 << "*pt))";
2638	>	if(dataMMcorrection<1)  jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-dataMMcorrection << "*pt))";
2639	>
2640	>	float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
2641	>
2642	>	if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)*(jzb[1]-" << datacorrection-1 << "*pt))";
2643	>	if(datacorrection<1) jzbvardatas<<"+((id1!=id2)*(jzb[1]+" << 1-datacorrection << "*pt))";
2644	>
2645	>	jzbvardatas << ")";
2646		jzbvardata=jzbvardatas.str();
2647	+
2648		stringstream jzbvarmcs;
2649	<	if(mccorrection>1) jzbvarmcs<<"(jzb[1]-"<<mccorrection-1<<"*pt)";
2650	<	if(mccorrection<1) jzbvarmcs<<"(jzb[1]+"<<1-mccorrection<<"*pt)";
2649	>	jzbvarmcs << "(";
2650	>
2651	>	if(mcEEcorrection>=1) jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]-" << mcEEcorrection-1 << "*pt))";
2652	>	if(mcEEcorrection<1)  jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-mcEEcorrection << "*pt))";
2653	>
2654	>	if(mcMMcorrection>=1) jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]-" << mcMMcorrection-1 << "*pt))";
2655	>	if(mcMMcorrection<1)  jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-mcMMcorrection << "*pt))";
2656	>
2657	>	float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
2658	>
2659	>	if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]-" << mccorrection-1 << "*pt))";
2660	>	if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]+" << 1-mccorrection << "*pt))";
2661	>
2662	>	jzbvarmcs << ")";
2663		jzbvarmc=jzbvarmcs.str();
2664	+
2665		dout << "JZB Z pt correction summary : " << endl;
2666		dout << "  Data: The response is " << datacorrection << "  --> jzb variable is now : " << jzbvardata << endl;
2667		dout << "  MC  : The response is " << mccorrection << "  --> jzb variable is now : " << jzbvarmc << endl;
2668	+
2669		}
2670
2671		void pick_up_events(string cut) {
#	Line 2131 | Line 2673 | void pick_up_events(string cut) {
2673		allsamples.PickUpEvents(cut);
2674		}
2675
2676	<	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError) {
2676	>	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
2677		dout << "Saving configuration template!" << endl;
2678		ofstream configfile;
2679		configfile.open("../DistributedModelCalculations/last_configuration.C");
#	Line 2151 | Line 2693 | void save_template(string mcjzb, string
2693		configfile<<"string datajzb=\"datajzb_ERROR\";\n";
2694		configfile<<"string mcjzb=\"mcjzb_ERROR\";\n";
2695		configfile<<"vector<float>jzb_cuts;\n";
2696	+	configfile<<"vector<float>jzb_shape_limit_bins;\n";
2697		configfile<<"float MCPeakError=-999;\n";
2698		configfile<<"float DataPeakError=-999;\n";
2699		configfile<<"}\n\n";
#	Line 2160 | Line 2703 | void save_template(string mcjzb, string
2703		configfile<<"mcjzb=\""<<mcjzb<<"\";\n\n";
2704		configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n";
2705		configfile<<"DataPeakError="<<DataPeakError<<";\n\n";
2706	<	for(int i=0;i<jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2706	>	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";
2707		configfile<<"\n\n";
2708	<	for(int i=0;i<Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2709	<	for(int i=0;i<Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2710	<	for(int i=0;i<Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2708	>	for(int i=0;i<(int)Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2709	>	for(int i=0;i<(int)Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2710	>	for(int i=0;i<(int)Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2711	>	configfile<<"\n\n";
2712	>	for(int i=0;i<(int)flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2713	>	for(int i=0;i<(int)flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2714	>	for(int i=0;i<(int)flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2715	>	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";
2716		configfile<<"\n\n";
2169	–	for(int i=0;i<flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2170	–	for(int i=0;i<flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2171	–	for(int i=0;i<flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2717		configfile<<"\n\n";
2718		configfile<<"luminosity="<<luminosity<<";\n";
2719		configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
2720	+	configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
2721
2722		configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
2723
#	Line 2194 | Line 2740 | void draw_all_ttbar_histos(TCanvas *can,
2740		float max=histos[0]->GetMaximum();
2741		if(manualmin>=0) min=manualmin;
2742		else {
2743	<	for(int i=1;i<histos.size();i++) {
2743	>	for(int i=1;i<(int)histos.size();i++) {
2744		float curmin=get_nonzero_minimum(histos[i]);
2745		float curmax=histos[i]->GetMaximum();
2746		if(curmin<min) min=curmin;
#	Line 2205 | Line 2751 | void draw_all_ttbar_histos(TCanvas *can,
2751		histos[0]->Draw(drawoption.c_str());
2752		stringstream drawopt;
2753		drawopt << drawoption << ",same";
2754	<	for(int i=1;i<histos.size();i++) {
2754	>	for(int i=1;i<(int)histos.size();i++) {
2755		histos[i]->Draw(drawopt.str().c_str());
2756		}
2757		}
#	Line 2214 | Line 2760 | void ttbar_sidebands_comparison(string m
2760		//in the case of the on peak analysis, we compare the 3 control regions to the real value
2761		//in the case of the OFF peak analysis, we compare our control region to the real value
2762		TCut weightbackup=cutWeight;
2217	–	cutWeight="1.0";
2218	–	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2763
2764	+	bool doPURW=false;
2765	+
2766	+
2767	+	if(!doPURW) {
2768	+	dout << "Not doing PU reweighting for ttbar closure test" << endl;
2769	+	cutWeight="1.0";
2770	+	// Do it without PU re-weighting
2771	+	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2772	+	stringstream resultsNoPU;
2773	+	stringstream noPUdatajzb;
2774	+	stringstream noPUmcjzb;
2775	+
2776	+	stringstream mcjzbnoPU;
2777	+	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2778	+	mcjzb = noPUmcjzb.str();
2779	+	}
2780	+
2781	+
2782	+	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2783
2784	<	TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2784	>	TH1F *TZem  = systsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2785		TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2786		TH1F *TSem;
2787		TH1F *nTSem;
2788	<	TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2788	>	TH1F *TZeemm  = systsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2789		TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2790		TH1F *TSeemm;
2791		TH1F *nTSeemm;
2792
2793	<	if(PlottingSetup::RestrictToMassPeak) {
2794	<	TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2795	<	nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2796	<	TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2793	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2794	>	TSem    = systsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2795	>	nTSem   = systsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2796	>	TSeemm  = systsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2797		nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2798		}
2799
2800		TCanvas *tcan = new TCanvas("tcan","tcan");
2238	–
2801		tcan->SetLogy(1);
2802
2803		TZeemm->SetLineColor(kBlack);
#	Line 2244 | Line 2806 | void ttbar_sidebands_comparison(string m
2806		TZem->SetMarkerColor(kRed);
2807
2808
2809	<	if(PlottingSetup::RestrictToMassPeak) {
2809	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2810		TSem->SetLineColor(TColor::GetColor("#00A616"));
2811		TSeemm->SetLineColor(kMagenta+2);
2812		TSem->SetMarkerColor(TColor::GetColor("#00A616"));
#	Line 2254 | Line 2816 | void ttbar_sidebands_comparison(string m
2816		}
2817
2818		vector<TH1F*> histos;
2819	+	TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2820	+	TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2821		histos.push_back(TZem);
2822		histos.push_back(TZeemm);
2823	<	if(PlottingSetup::RestrictToMassPeak) {
2823	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2824	>	TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2825	>	TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2826		histos.push_back(TSem);
2827		histos.push_back(TSeemm);
2828		}
2829	<	draw_all_ttbar_histos(tcan,histos,"histo",0.04);
2829	>	draw_all_ttbar_histos(tcan,histos,"histo",1);
2830
2831		TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
2832		leg->AddEntry(TZeemm,"SFZP","l");
2833		leg->AddEntry(TZem,"OFZP","l");
2834	<	if(PlottingSetup::RestrictToMassPeak) {
2834	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2835		leg->AddEntry(TSeemm,"SFSB","l");
2836		leg->AddEntry(TSem,"OFSB","l");
2837		}
2838		leg->Draw("same");
2839		DrawMCPrelim(simulatedlumi);
2840		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison");
2275	–	cout << __LINE__ << endl;
2841		TH1F *TZemcopy = (TH1F*)TZem->Clone("TZemcopy");
2277	–	cout << __LINE__ << endl;
2842		TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
2279	–	cout << __LINE__ << endl;
2843		TH1F *TSeemmcopy;
2844		TH1F *TSemcopy;
2845	<	if(PlottingSetup::RestrictToMassPeak) {
2845	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2846		TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
2847		TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
2848		}
2849
2850		TZem->Divide(TZeemm);
2851		TZem->SetMarkerStyle(21);
2852	<	if(PlottingSetup::RestrictToMassPeak) {
2852	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2853		TSem->Divide(TZeemm);
2854		TSeemm->Divide(TZeemm);
2855		TSem->SetMarkerStyle(24);
2856		TSeemm->SetMarkerStyle(32);
2857	<	}
2857	>	}
2858
2859		tcan->SetLogy(0);
2860		TZem->GetYaxis()->SetRangeUser(0,2.5);
2861		TZem->GetYaxis()->SetTitle("ratio");
2862		TZem->Draw();
2863	<	if(PlottingSetup::RestrictToMassPeak) {
2863	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2864		TSem->Draw("same");
2865		TSeemm->Draw("same");
2866		}
2867
2868	<	float linepos=0.25;
2869	<	if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
2870	<	if(!PlottingSetup::RestrictToMassPeak) linepos=0.1; //sys uncertainty for iJZB
2868	>	float linepos=emuncertONPEAK;
2869	>	if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
2870	>
2871		TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
2872		TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2873		TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
#	Line 2327 | Line 2890 | cout << __LINE__ << endl;
2890
2891		TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
2892		leg2->AddEntry(TZem,"OFZP / SFZP","ple");
2893	<	if(PlottingSetup::RestrictToMassPeak) {
2893	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2894		leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
2895		leg2->AddEntry(TSem,"OFSB / SFZP","ple");
2896		}
#	Line 2340 | Line 2903 | cout << __LINE__ << endl;
2903		DrawMCPrelim(simulatedlumi);
2904		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
2905
2906	+	if (0) { // Turn this off: we don't need this
2907
2908	<	///-------------- second part: only look at the quantity we actually care about!
2909	<	TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2910	<	TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2911	<	rightsfzp->Add(leftsfzp,-1);
2912	<	TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2913	<	TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2914	<	rightofzp->Add(leftofzp,-1);
2915	<	TH1F *leftofsb;
2916	<	TH1F *rightofsb;
2917	<	TH1F *leftsfsb;
2918	<	TH1F *rightsfsb;
2919	<	if(PlottingSetup::RestrictToMassPeak) {
2920	<	leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2921	<	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2922	<	rightofsb->Add(leftofsb,-1);
2923	<	leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2924	<	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2925	<	rightsfsb->Add(leftsfsb,-1);
2926	<	}
2908	>	///-------------- second part: only look at the quantity we actually care about!
2909	>	TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2910	>	TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2911	>	rightsfzp->Add(leftsfzp,-1);
2912	>	TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2913	>	TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2914	>	rightofzp->Add(leftofzp,-1);
2915	>	TH1F *leftofsb;
2916	>	TH1F *rightofsb;
2917	>	TH1F *leftsfsb;
2918	>	TH1F *rightsfsb;
2919	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2920	>	leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2921	>	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2922	>	rightofsb->Add(leftofsb,-1);
2923	>	leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2924	>	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2925	>	rightsfsb->Add(leftsfsb,-1);
2926	>	}
2927
2928	<	tcan->SetLogy(1);
2929	<	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2930	<	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2931	<	rightsfzp->Draw("histo");
2932	<	rightofzp->Draw("histo,same");
2933	<	if(PlottingSetup::RestrictToMassPeak) {
2934	<	rightofsb->Draw("histo,same");
2935	<	rightsfsb->Draw("histo,same");
2936	<	}
2937	<	DrawMCPrelim(simulatedlumi);
2928	>	tcan->SetLogy(1);
2929	>	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2930	>	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2931	>	rightsfzp->Draw("histo");
2932	>	rightofzp->Draw("histo,same");
2933	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2934	>	rightofsb->Draw("histo,same");
2935	>	rightsfsb->Draw("histo,same");
2936	>	}
2937	>	DrawMCPrelim(simulatedlumi);
2938
2939	<	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2940	<	legA->AddEntry(rightsfzp,"SFZP","l");
2941	<	legA->AddEntry(rightofzp,"OFZP","l");
2942	<	if(PlottingSetup::RestrictToMassPeak) {
2943	<	legA->AddEntry(rightofsb,"SFSB","l");
2944	<	legA->AddEntry(rightsfsb,"OFSB","l");
2945	<	}
2946	<	legA->Draw();
2939	>	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2940	>	legA->AddEntry(rightsfzp,"SFZP","l");
2941	>	legA->AddEntry(rightofzp,"OFZP","l");
2942	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2943	>	legA->AddEntry(rightofsb,"SFSB","l");
2944	>	legA->AddEntry(rightsfsb,"OFSB","l");
2945	>	}
2946	>	legA->Draw();
2947
2948	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2948	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2949
2950	<	tcan->SetLogy(0);
2951	<	rightofzp->Divide(rightsfzp);
2952	<	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2953	<	rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
2954	<	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2955	<	rightofzp->Draw();
2956	<	if(PlottingSetup::RestrictToMassPeak) {
2957	<	rightofsb->Divide(rightsfzp);
2958	<	rightsfsb->Divide(rightsfzp);
2959	<	rightofsb->Draw("same");
2960	<	rightsfsb->Draw("same");
2961	<	}
2962	<
2963	<	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2964	<	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2965	<	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2966	<
2967	<	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2968	<	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2969	<	center2->SetLineColor(kBlue);
2970	<
2971	<	top2->Draw("same");
2972	<	center2->Draw("same");
2973	<	bottom2->Draw("same");
2974	<
2975	<	rightofzp->SetMarkerStyle(21);
2976	<	if(PlottingSetup::RestrictToMassPeak) {
2977	<	rightofsb->SetMarkerStyle(24);
2978	<	rightsfsb->SetMarkerStyle(32);
2979	<	}
2980	<
2981	<	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2982	<	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2983	<	if(PlottingSetup::RestrictToMassPeak) {
2984	<	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2985	<	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2986	<	}
2987	<	leg3->AddEntry(bottom,"syst. envelope","l");
2988	<	leg3->SetX1(0.25);leg3->SetX2(0.6);
2989	<	leg3->SetY1(0.65);
2950	>	tcan->SetLogy(0);
2951	>	rightofzp->Divide(rightsfzp);
2952	>	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2953	>	rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2954	>	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2955	>	rightofzp->Draw();
2956	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2957	>	rightofsb->Divide(rightsfzp);
2958	>	rightsfsb->Divide(rightsfzp);
2959	>	rightofsb->Draw("same");
2960	>	rightsfsb->Draw("same");
2961	>	}
2962	>
2963	>	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2964	>	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2965	>	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2966	>
2967	>	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2968	>	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2969	>	center2->SetLineColor(kBlue);
2970	>
2971	>	top2->Draw("same");
2972	>	center2->Draw("same");
2973	>	bottom2->Draw("same");
2974	>
2975	>	rightofzp->SetMarkerStyle(21);
2976	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2977	>	rightofsb->SetMarkerStyle(24);
2978	>	rightsfsb->SetMarkerStyle(32);
2979	>	}
2980	>
2981	>	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2982	>	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2983	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2984	>	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2985	>	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2986	>	}
2987	>	leg3->AddEntry(bottom,"syst. envelope","l");
2988	>	leg3->SetX1(0.25);leg3->SetX2(0.6);
2989	>	leg3->SetY1(0.65);
2990
2991	<	leg3->Draw("same");
2991	>	leg3->Draw("same");
2992
2993	<	DrawMCPrelim(simulatedlumi);
2994	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2993	>	DrawMCPrelim(simulatedlumi);
2994	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2995	>
2996	>	}
2997
2998		delete TZem;
2999		delete nTZem;
3000		delete TZeemm;
3001		delete nTZeemm;
3002	<	if(PlottingSetup::RestrictToMassPeak) {
3002	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3003		delete TSem;
3004		delete nTSem;
3005		delete TSeemm;
#	Line 2446 | Line 3012 | cout << __LINE__ << endl;
3012
3013		void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
3014		vector<float> nicer_binning;
3015	<	nicer_binning.push_back(-125);
3015	>
3016	>	/*  nicer_binning.push_back(-400);
3017	>	nicer_binning.push_back(-250);
3018	>	nicer_binning.push_back(-200);
3019	>	nicer_binning.push_back(-150);
3020	>	nicer_binning.push_back(-100);
3021	>	nicer_binning.push_back(-50);
3022	>	nicer_binning.push_back(-20);
3023	>
3024	>	nicer_binning.push_back(0);
3025	>	nicer_binning.push_back(20);
3026	>	nicer_binning.push_back(50);
3027	>	nicer_binning.push_back(100);
3028	>	nicer_binning.push_back(150);
3029	>	nicer_binning.push_back(200);
3030	>	nicer_binning.push_back(250);
3031	>	nicer_binning.push_back(400);*/
3032	>
3033		nicer_binning.push_back(-100);
2451	–	nicer_binning.push_back(-75);
3034		nicer_binning.push_back(-50);
3035		nicer_binning.push_back(-25);
3036		nicer_binning.push_back(0);
#	Line 2458 | Line 3040 | void ttbar_sidebands_comparison(string m
3040		nicer_binning.push_back(100);
3041		nicer_binning.push_back(125);
3042		nicer_binning.push_back(150);
3043	<	nicer_binning.push_back(175);
3043	>	//nicer_binning.push_back(175);
3044		nicer_binning.push_back(200);
3045	<	nicer_binning.push_back(230);
3046	<	nicer_binning.push_back(280);
3045	>	nicer_binning.push_back(250);
3046	>	nicer_binning.push_back(300);
3047		nicer_binning.push_back(400);
3048	+
3049		ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
3050		}
3051
3052
3053	<	void zjets_prediction_comparison() {
3054	<	// Do it without PU re-weighting
3055	<	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3056	<	stringstream resultsNoPU;
3057	<
3058	<	stringstream mcjzbnoPU;
3059	<	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,false);
3060	<	if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
3061	<	else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
3053	>	void zjets_prediction_comparison(string mcjzbWithPUa) {
3054	>	TCanvas *zcan = new TCanvas("zcan","zcan");
3055	>	//  zcan->SetLogy(1);
3056	>	TCut weightbackup=cutWeight;
3057	>
3058	>	bool UsePURW=false;
3059	>
3060	>
3061	>	string mcjzb;
3062	>	if(UsePURW) {
3063	>	mcjzb=mcjzbWithPUa;
3064	>	} else {
3065	>	// Do it without PU re-weighting
3066	>	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3067	>	stringstream resultsNoPU;
3068	>	stringstream noPUdatajzb;
3069	>	stringstream noPUmcjzb;
3070	>
3071	>	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
3072	>	dout << "The peak corrected JZB expression for MC without pileup is : " <<  noPUmcjzb.str() << endl;
3073	>
3074	>	mcjzb = noPUmcjzb.str();
3075	>
3076	>	cutWeight="1.0";
3077	>	}
3078
3079	<	string mcjzb = mcjzbnoPU.str();
3080	<	dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzb << endl;
3079	>
3080	>	vector<float> binning;
3081	>	binning.push_back(0);
3082	>	binning.push_back(10);
3083	>	binning.push_back(20);
3084	>	binning.push_back(40);
3085	>	binning.push_back(60);
3086	>	//   binning.push_back(50);
3087	>	//   binning.push_back(60);
3088	>	//   binning.push_back(70);
3089	>	//   binning.push_back(80);
3090	>	//   binning.push_back(90);
3091	>	binning.push_back(100);
3092
2483	–	TCut weightbackup=cutWeight;
2484	–	cutWeight="1.0";
2485	–	float sbg_min=0.;
2486	–	float sbg_max=100.;
2487	–	int sbg_nbins=5;
3093		float simulatedlumi = luminosity;//in pb please - adjust to your likings
3094
3095		TCut kPos((mcjzb+">0").c_str());
3096		TCut kNeg((mcjzb+"<0").c_str());
3097		string var( "abs("+mcjzb+")" );
3098	+
3099	+	TCut notTau("abs(genMID1)!=15");
3100	+	TCut ONLYTau("mll>20");
3101	+
3102
3103	<	TCut kcut(cutmass&&cutOSSF&&"pfJetGoodNum>2");
3104	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
3105	<	kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2497	<	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
2498	<	kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3103	>	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3104	>	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3105	>
3106		hJZBpos->SetLineColor(kBlack);
3107		hJZBneg->SetLineColor(kRed);
3108
3109	<	Int_t nbins = 5;
2503	<	Float_t xmax = 100.;
2504	<
2505	<
2506	<	TCanvas *zcan = new TCanvas("zcan","zcan");
2507	<	zcan->SetLogy(1);
2508	<
3109	>	hJZBpos->SetMinimum(1.0);
3110		hJZBpos->Draw("e1");
3111		hJZBneg->Draw("same,hist");
3112		hJZBpos->Draw("same,e1"); // So it's on top...
3113
3114	<	TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
3114	>	TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
3115		leg->AddEntry(hJZBpos,"Observed","pe");
3116		leg->AddEntry(hJZBneg,"Predicted","l");
3117		leg->Draw("same");
3118		DrawMCPrelim(simulatedlumi);
3119	<	CompleteSave(zcan,"Systematics/zjets_prediction");
3119	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
3120
3121		TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
3122		hratio->Divide(hJZBneg);
3123
3124	+	for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
3125	+	cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
3126	+	}
3127	+
3128		zcan->SetLogy(0);
3129	<	hratio->GetYaxis()->SetRangeUser(0,2.5);
3129	>	hratio->GetYaxis()->SetRangeUser(0,2.0);
3130		hratio->GetYaxis()->SetTitle("Observed/Predicted");
3131		hratio->Draw("e1");
3132
3133	<	TLine *top = new TLine(sbg_min,1.25,sbg_max,1.25);
3134	<	TLine *center = new TLine(sbg_min,1.0,sbg_max,1.0);
3135	<	TLine *bottom = new TLine(sbg_min,0.75,sbg_max,0.75);
3133	>	TLine *top = new TLine(binning[0],1.25,binning[binning.size()-1],1.25);
3134	>	TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
3135	>	TLine *bottom = new TLine(binning[0],0.75,binning[binning.size()-1],0.75);
3136
3137
3138		top->SetLineColor(kBlue);top->SetLineStyle(2);
#	Line 2538 | Line 3143 | void zjets_prediction_comparison() {
3143		center->Draw("same");
3144		bottom->Draw("same");
3145
3146	<	TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
3146	>	TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3147		leg2->AddEntry(hratio,"obs / pred","pe");
3148		leg2->AddEntry(bottom,"syst. envelope","l");
3149		leg2->Draw("same");
3150		DrawMCPrelim(simulatedlumi);
3151	<	CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
3151	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
3152	>
3153	>	TCut reducedNJets(cutnJets);
3154	>
3155	>	TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3156	>	TH1F *LcorrJZBeemm     = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3157	>	TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3158	>	TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3159	>
3160	>	TH1F *RcorrJZBSBem;
3161	>	TH1F *LcorrJZBSBem;
3162	>	TH1F *RcorrJZBSBeemm;
3163	>	TH1F *LcorrJZBSBeemm;
3164	>
3165	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3166	>	RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3167	>	LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3168	>	RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3169	>	LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3170	>	}
3171	>
3172	>	TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3173	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3174	>	Bpred->Add(RcorrJZBem,1.0/3.);
3175	>	Bpred->Add(LcorrJZBem,-1.0/3.);
3176	>	Bpred->Add(RcorrJZBSBem,1.0/3.);
3177	>	Bpred->Add(LcorrJZBSBem,-1.0/3.);
3178	>	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3179	>	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3180	>	} else {
3181	>	Bpred->Add(RcorrJZBem,1.0);
3182	>	Bpred->Add(LcorrJZBem,-1.0);
3183	>	}
3184	>
3185	>	Bpred->SetLineColor(kRed);
3186	>
3187	>	TAUhJZBpos->SetLineColor(kBlack);
3188	>	Bpred->SetLineColor(kRed);
3189	>
3190	>	TAUhJZBpos->SetMinimum(1.0);
3191	>	TAUhJZBpos->Draw("e1");
3192	>	Bpred->Draw("same,hist");
3193	>	TAUhJZBpos->Draw("same,e1");
3194	>
3195	>	TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
3196	>	TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
3197	>	TAUleg->AddEntry(Bpred,"Predicted","l");
3198	>	TAUleg->Draw("same");
3199	>	DrawMCPrelim(simulatedlumi);
3200	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
3201	>
3202	>	TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
3203	>	TAUhratio->Divide(Bpred);
3204	>
3205	>	for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
3206	>	cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << "   vs    predicted : " << Bpred->GetBinContent(i) << "   (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
3207	>	}
3208	>
3209	>	zcan->SetLogy(0);
3210	>	TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
3211	>	TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
3212	>	TAUhratio->Draw("e1");
3213	>
3214	>	top->Draw("same");
3215	>	center->Draw("same");
3216	>	bottom->Draw("same");
3217	>
3218	>	TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow #tau#tau",0.25,0.75,false);
3219	>	TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
3220	>	TAUleg2->AddEntry(bottom,"syst. envelope","l");
3221	>	TAUleg2->Draw("same");
3222	>	DrawMCPrelim(simulatedlumi);
3223	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
3224	>
3225	>	delete Bpred;
3226	>	delete TAUhJZBpos;
3227	>	delete LcorrJZBeemm;
3228	>	delete RcorrJZBem;
3229	>	delete LcorrJZBem;
3230	>
3231	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3232	>	delete RcorrJZBSBem;
3233	>	delete LcorrJZBSBem;
3234	>	delete RcorrJZBSBeemm;
3235	>	delete LcorrJZBSBeemm;
3236	>	}
3237	>
3238
3239		delete zcan;
3240		cutWeight=weightbackup;
#	Line 2569 | Line 3260 | void sideband_assessment(string datajzb,
3260		tout << "\\begin{tabular}{l|cc}" << endl;
3261		tout << "\\hline" << endl;
3262		tout << "& {\\OFZP} & {\\OFSB} \\\\\\hline" << endl;
3263	<	tout << "\\#(events) & "<<OFSB<<" & "<<OFZP<<"\\\\ \\hline" << endl;
3263	>	tout << "\\#(events) & "<<OFZP<<" & "<<OFSB<<"\\\\ \\hline" << endl;
3264		tout << "\\end{tabular}" << endl;
3265		tout << "\\end{center}" << endl;
3266		tout << "\\end{table}" << endl;
#	Line 2587 | Line 3278 | void make_table(samplecollection &coll,
3278
3279		TCanvas *cannie = new TCanvas("cannie","cannie");
3280
3281	<	for(int icut=0;icut<jzb_cuts.size();icut++) {
3281	>	for(int icut=0;icut<(int)jzb_cuts.size();icut++) {
3282		float currcut=jzb_cuts[icut];
3283		int nbins=1;float low=currcut;
3284		vector<int> mysample;
#	Line 2602 | Line 3293 | void make_table(samplecollection &coll,
3293		TH1F *RcorrJZBSBeemm;
3294		TH1F *LcorrJZBSBeemm;
3295
3296	<	if(PlottingSetup::RestrictToMassPeak) {
3296	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3297		RcorrJZBSBem   = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3298		LcorrJZBSBem   = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3299		RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
#	Line 2610 | Line 3301 | void make_table(samplecollection &coll,
3301		}
3302
3303		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3304	<	if(PlottingSetup::RestrictToMassPeak) {
3304	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3305		Bpred->Add(RcorrJZBem,1.0/3.);
3306		Bpred->Add(LcorrJZBem,-1.0/3.);
3307		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2646 | Line 3337 | void make_table(samplecollection &coll,
3337		//prediction part
3338		if(is_data) cout << "Data prediction & ";
3339		if(subselection!="none") cout << subselection << " prediction &";
3340	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3340	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3341
3342		cout << endl;
3343		//observation part
3344		if(is_data) cout << "Data observation & ";
3345		if(subselection!="none") cout << subselection << " observation &";
3346	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3346	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3347		cout << endl;
3348		cout << "_________________________________________________________________" << endl;
3349		delete cannie;
#	Line 2687 | Line 3378 | void JZBSelEff(string mcjzb, TTree* even
3378		int nbins = sizeof(xbins)/sizeof(float)-1;
3379		int markers[] = { 20, 26, 21, 24, 22, 25, 28 };
3380
3381	<	TH1F* heff  = new TH1F("heff", "JZB eff ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3382	<	TH1F* hgen  = new TH1F("hgen", "JZB gen ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3383	<	TH1F* hreco = new TH1F("hreco","JZB reco ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3381	>
3382	>	TH1F* heff  = new TH1F("heff", "JZB eff ; generator JZB [GeV]; efficiency",nbins,xbins);
3383	>	TH1F* hgen  = new TH1F("hgen", "JZB gen ; generator JZB [GeV]; efficiency",nbins,xbins);
3384	>	TH1F* hreco = new TH1F("hreco","JZB reco ; generator JZB [GeV]; efficiency",nbins,xbins);
3385
3386		TCut kgen(genMassCut&&"genZPt>0&&genNjets>2&&abs(genMID)==23"&&cutOSSF);
3387		TCut kreco(cutmass);
#	Line 2705 | Line 3397 | void JZBSelEff(string mcjzb, TTree* even
3397		TCanvas *can = new TCanvas("can","Canvas for JZB Efficiency",600,600);
3398		can->SetGridx(1);
3399		can->SetGridy(1);
3400	+	can->SetLeftMargin(0.16);
3401	+	can->SetRightMargin(0.05);
3402		TLegend *leg = make_legend("",0.6,0.2,false,0.89,0.5);
3403	+	leg->SetBorderSize(1);
3404	+	leg->SetLineColor(kBlack);
3405	+	leg->SetTextFont(62);
3406
3407	<
2711	<
2712	<	for ( int icut=0; icut<jzb_bins.size(); ++icut ) {
3407	>	for ( int icut=0; icut<(int)jzb_bins.size(); ++icut ) {
3408
3409		ostringstream selection;
3410		selection << mcjzb << ">" << jzb_bins[icut];
#	Line 2725 | Line 3420 | void JZBSelEff(string mcjzb, TTree* even
3420		}
3421
3422		heff->GetXaxis()->SetRangeUser(min, max);
3423	+	//    heff->GetXaxis()->SetLabelSize(0.05); // paper style. overruled.
3424	+	//    heff->GetYaxis()->SetLabelSize(0.05); // paper style. overruled.
3425	+	//    heff->GetXaxis()->SetTitleSize(0.06); // paper style. overruled.
3426	+	//    heff->GetYaxis()->SetTitleSize(0.06); // paper style. overruled.
3427		heff->SetMarkerStyle(markers[icut]);
3428		heff->Fit("func","Q+","same");
3429
#	Line 2736 | Line 3435 | void JZBSelEff(string mcjzb, TTree* even
3435
3436		// Store plot
3437		TH1F* h = (TH1F*)heff->Clone(hname);
3438	+	h->SetNdivisions(505,"X");
3439		if ( icut) h->Draw("same");
3440		else h->Draw();
3441		char htitle[256]; sprintf(htitle,"JZB > %3.0f GeV", jzb_bins[icut]);
#	Line 2756 | Line 3456 | void JZBSelEff(string mcjzb, TTree* even
3456		// Calls the above function for each signal sample
3457		void plot_jzb_sel_eff(string mcjzb, samplecollection &signalsamples, vector<float> bins )
3458		{
3459	<	for (int isignal=0; isignal<signalsamples.collection.size();isignal++) {
3459	>	for (int isignal=0; isignal<(int)signalsamples.collection.size();isignal++) {
3460		dout << "JZB selection efficiency curve: " << std::endl;
3461		JZBSelEff(mcjzb,(signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].samplename,bins); // Only for some selected samples
3462		}
#	Line 2799 | Line 3499 | void qcd_plots(string datajzb, string mc
3499		TH1F *RcorrJZBSBeemm;
3500		TH1F *LcorrJZBSBeemm;
3501
3502	<	TH1F *RcorrJZBeemmNoS;
3502	>	//  TH1F *RcorrJZBeemmNoS;
3503
3504		//these are for the ratio
3505		TH1F *JRcorrJZBeemm   = qcdsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 2812 | Line 3512 | void qcd_plots(string datajzb, string mc
3512		TH1F *JRcorrJZBSBeemm;
3513		TH1F *JLcorrJZBSBeemm;
3514
3515	<	if(PlottingSetup::RestrictToMassPeak) {
3515	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3516		RcorrJZBSBem   = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3517		LcorrJZBSBem   = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3518		RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 2833 | Line 3533 | void qcd_plots(string datajzb, string mc
3533
3534		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3535		TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
3536	<	if(PlottingSetup::RestrictToMassPeak) {
3536	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3537		Bpred->Add(RcorrJZBem,1.0/3.);
3538		Bpred->Add(LcorrJZBem,-1.0/3.);
3539		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2883 | Line 3583 | void qcd_plots(string datajzb, string mc
3583		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
3584		string ytitle("ratio");
3585		if ( use_data==1 ) ytitle = "data/pred";
3586	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,use_data!=1,ytitle);
3586	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
3587
3588		TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
3589		TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
#	Line 2903 | Line 3603 | void qcd_plots(string datajzb, string mc
3603		dout << "______________________________________________" << endl;
3604		dout << "How QCD shows up in the different regions: " << endl;
3605		dout << "OSSF: " << endl;
3606	<	if(PlottingSetup::RestrictToMassPeak) {
3606	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3607		dout << "     Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3608		dout << "     sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
3609		} else {
3610		dout << "     " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3611		}
3612		dout << "OSOF: " << endl;
3613	<	if(PlottingSetup::RestrictToMassPeak) {
3613	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3614		dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3615		dout << "     sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
3616		} else {
3617		dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3618		}
3619		dout << "Therefore: " << endl;
3620	<	if(PlottingSetup::RestrictToMassPeak) {
3620	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3621		dout << "    Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
3622		dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
3623		dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
#	Line 2930 | Line 3630 | void qcd_plots(string datajzb, string mc
3630		dout << "    Observation increases by : " << RcorrJZBeemm->Integral() << endl;
3631
3632		dout << endl;
3633	<	for(int i=0;i<bins.size();i++) {
3633	>	for(int i=0;i<(int)bins.size();i++) {
3634		dout << " JZB > " << bins[i] << " : " << endl;
3635		dout << "    Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
3636	<	if(PlottingSetup::RestrictToMassPeak) {
3636	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3637		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;
3638		} else {
3639		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 2947 | Line 3647 | void qcd_plots(string datajzb, string mc
3647		if(LcorrJZBem) delete LcorrJZBem;
3648		if(RcorrJZBeemm) delete RcorrJZBeemm;
3649		if(LcorrJZBeemm) delete LcorrJZBeemm;
3650	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
3651	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
3652	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3653	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3650	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
3651	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
3652	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3653	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3654		}
3655
3656		void check_ptsanity() {
#	Line 2978 | Line 3678 | void check_ptsanity() {
3678		leg->SetY2(1.0);
3679
3680
3681	<	for(int isample=0;isample<allsamples.collection.size();isample++) {
3681	>	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3682		string nowname=(allsamples.collection)[isample].filename;
3683		cout << "Drawing: " << nowname << " (sample " << isample+1 << " / " << allsamples.collection.size() << ")" << endl;
3684		individualpt1histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt1",50,0,50, "p_{T,1}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
#	Line 3002 | Line 3702 | void check_ptsanity() {
3702		ptsancan->cd(2);
3703		fpt2->Draw();
3704
3705	<	for(int isample=0;isample<allsamples.collection.size();isample++) {
3705	>	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3706		ptsancan->cd(1);
3707		individualpt1histos[isample]->DrawNormalized("same,histo");
3708		ptsancan->cd(2);
#	Line 3018 | Line 3718 | void check_ptsanity() {
3718		void do_mlls_plot(string mcjzb) {
3719		cout << "At this point we'd plot the mll distribution" << endl;
3720		TCanvas *sigcan = new TCanvas("sigcan","sigcan");
3721	<	for(int isig=0;isig<(signalsamples.collection).size();isig++) {
3721	>	for(int isig=0;isig<(int)(signalsamples.collection).size();isig++) {
3722		if(!(signalsamples.collection)[isig].events) continue;
3723		string nowname=(signalsamples.collection)[isig].filename;
3724		TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets,mc,luminosity,signalsamples.FindSample(nowname));
#	Line 3047 | Line 3747 | void do_mlls_plot(string mcjzb) {
3747		}
3748		}
3749
3750	<	void met_vs_jzb_plots() {
3750	>	void met_vs_jzb_plots(string datajzb, string mcjzb) {
3751
3752		TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
3753		canmetjzb->SetRightMargin(0.16);
#	Line 3056 | Line 3756 | void met_vs_jzb_plots() {
3756		findme.push_back("DY");
3757		findme.push_back("TTJets");
3758		findme.push_back("LM");
3759	<
3760	<	for(int ifind=0;ifind<findme.size();ifind++) {
3759	>	/*
3760	>	for(int ifind=0;ifind<(int)findme.size();ifind++) {
3761		vector<int> selsamples = allsamples.FindSample(findme[ifind]);
3762		TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
3763	<	for(int isel=0;isel<selsamples.size();isel++) {
3764	<	cout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3765	<	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF);
3763	>	for(int isel=0;isel<(int)selsamples.size();isel++) {
3764	>	dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3765	>	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
3766		}
3767		metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
3768		metvsjzb->SetStats(0);
#	Line 3076 | Line 3776 | void met_vs_jzb_plots() {
3776		title->Draw();
3777		CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
3778		}
3779	+	*/
3780	+
3781	+	dout << "About to produce MET plot for DY split up by JZB" << endl;
3782	+
3783	+	int nbins=14;
3784	+	float low=0;
3785	+	float high=140;
3786	+
3787	+	stringstream sLEFT;
3788	+	sLEFT << "((" << mcjzb << ")<0)";
3789	+	TCut LEFT(sLEFT.str().c_str());
3790	+	stringstream sRIGHT;
3791	+	sRIGHT << "((" << mcjzb << ")>0)";
3792	+	TCut RIGHT(sRIGHT.str().c_str());
3793	+
3794	+	TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3795	+	TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3796	+	TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3797	+	TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3798	+
3799	+
3800	+	TH1F *Bpred =  (TH1F*)metleft->Clone("Bpred");
3801	+	Bpred->Add(metleftO,-1);
3802	+	Bpred->Add(metrightO);
3803	+	TH1F *obs = (TH1F*)metright->Clone("obs");
3804	+
3805	+	metleft->Add(metleftO,-1);
3806	+	metright->Add(metrightO,-1);
3807	+
3808	+	metleft->SetLineColor(kRed);
3809	+	metright->SetLineColor(kBlack);
3810	+	TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
3811	+	metpad->cd();
3812	+	metpad->SetLogy(1);
3813	+	metleft->Draw("histo");
3814	+	metright->Draw("same");
3815	+	TLegend *lg = make_legend();
3816	+	lg->SetX1(0.5);
3817	+	lg->SetY1(0.7);
3818	+	lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
3819	+	lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
3820	+	lg->SetHeader("DY");
3821	+
3822	+	lg->Draw();
3823	+	save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
3824	+
3825	+	TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
3826	+	metpad3->cd();
3827	+	metpad3->SetLogy(1);
3828	+	Bpred->SetLineColor(kRed);
3829	+	Bpred->Draw("histo");
3830	+	obs->SetLineColor(kBlack);
3831	+	obs->Draw("same");
3832	+	TLegend *lg2 = make_legend();
3833	+	lg2->SetX1(0.5);
3834	+	lg2->SetY1(0.7);
3835	+	lg2->AddEntry(obs,"observed","P");
3836	+	lg2->AddEntry(Bpred,"predicted","L");
3837	+	lg2->SetHeader("DY");
3838	+
3839	+	lg2->Draw();
3840	+
3841	+	save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
3842	+
3843	+	TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
3844	+	metpad2->cd();
3845	+	metpad2->SetLogy(1);
3846	+
3847	+	TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3848	+	TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3849	+	TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3850	+	TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3851	+
3852	+	metlefta->Add(metleftOa,-1);
3853	+	metrighta->Add(metrightOa,-1);
3854	+
3855	+	metlefta->SetLineColor(kRed);
3856	+	metpad2->cd();
3857	+	metlefta->Draw("histo");
3858	+	metrighta->Draw("same");
3859	+	lg->Draw();
3860	+	save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
3861	+
3862	+	delete Bpred;
3863	+	delete obs;
3864	+
3865	+	float newhigh=300;
3866	+	int newNBins=30;
3867	+
3868	+	TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
3869	+	TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
3870	+	TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
3871	+	TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
3872	+	TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
3873	+
3874	+	TH1F *aBpred = (TH1F*)Ametleft->Clone("aBpred");
3875	+	aBpred->Add(AmetleftO,-1);
3876	+	aBpred->Add(AmetrightO);
3877	+	aBpred->SetLineColor(kRed);
3878	+
3879	+	TH1F *aobs = (TH1F*)Ametright->Clone("aobs");
3880	+	metpad4->cd();
3881	+	metpad4->SetLogy(1);
3882	+	aobs->Draw();
3883	+	aBpred->Draw("histo,same");
3884	+	aobs->Draw("same");
3885	+	lg->SetHeader("All MC");
3886	+	lg->Draw();
3887	+	save_with_ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
3888	+
3889	+
3890	+	delete lg;
3891	+	delete canmetjzb;
3892	+	delete metleft;
3893	+	delete metleftO;
3894	+	delete metright;
3895	+	delete metrightO;
3896		}
3897
3898
#	Line 3083 | Line 3900 | void test() {
3900
3901		TCanvas *testcanv = new TCanvas("testcanv","testcanv");
3902		testcanv->cd();
3903	<	switch_overunderflow(true);
3903	>	//  switch_overunderflow(true);
3904		TH1F *ptdistr   = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
3905		switch_overunderflow(false);
3906		ptdistr->Draw();

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