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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.2 by buchmann, Thu Feb 9 16:02:21 2012 UTC vs.
Revision 1.61 by fronga, Fri Sep 7 13:05:33 2012 UTC

#	Line 23 | Line 23 | using namespace PlottingSetup;
23		void todo() {
24		dout << "My to do list: " << endl;
25		dout << "  - ExperimentalModule::Poisson_ratio_plot : Get the second part to work!" << endl;
26	+	dout << "  - compare_onpeak_offpeak_signal_distributions: Implement this function ... " << endl;
27		dout << "Info : The trigger requirement is currently set to " << (const char*) passtrig << endl;
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 51 | 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 61 | 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 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=20;
173	+	max=300;
174	+	}
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 << "(" << datajzb << ">" << jzbthreshold << ")";
181	+	TCut largerzeroD(largerzeroS.str().c_str());
182	+
183	+	stringstream smallerzeroS;
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;
204	+
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");
234	+	RcorrJZBeemm->Draw("same");
235	+
236	+	TLegend *leg = allsamples.allbglegend();
237	+	leg->SetX1(0.58);
238	+	leg->AddEntry(RcorrJZBeemm,"observed (data)","l");
239	+	leg->AddEntry(Bpred,"predicted (data)","l");
240	+	leg->Draw("same");
241	+
242	+	stringstream saveas;
243	+	saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
244	+	CompleteSave(ckin,saveas.str());
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&&PlottingSetup::UseSidebandsForcJZB) {
282	+	delete RcorrJZBSBeemm;
283	+	delete LcorrJZBSBeemm;
284	+	delete RcorrJZBSBem;
285	+	delete LcorrJZBSBem;
286	+	}
287	+	delete Bpred;
288	+	delete ckin;
289	+	}
290	+
291		void make_special_mll_plot(int nbins, float min, float max, bool logscale,string xlabel) {
292
293		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
#	Line 102 | 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 121 | 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 152 | Line 372 | void draw_ratio_plot(TH1* hdata, THStack
372		oneline->Draw("same");
373		}
374
375	+	float make_one_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
376	+	string xlabel, string filename, float legendPosition=0.55) {
377	+
378	+	TCut ibasiccut=basiccut;
379	+	bool draw_separation_lines=false;
380	+
381	+	if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
382	+
383	+	TCut cutSF;
384	+	TCut cutOF;
385	+
386	+	cutOF = cutOSOF&&cutnJets&&ibasiccut;
387	+	cutSF = cutOSSF&&cutnJets&&ibasiccut;
388	+
389	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
390	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
391	+	rcan->SetLogy(logscale);
392	+	rcan->cd();
393	+
394	+	std::cout << "OF/SF comparison: variable = " << variable << ", cut = " << cutSF.GetTitle() << std::endl;
395	+	TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
396	+	TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
397	+	//   string signal("LM3");
398	+	//   TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
399	+	//   int idx = signalsamples.FindSample(signal)[0];
400	+	//   (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
401	+	//   signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
402	+	//   signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
403	+	//   signalhisto->SetLineStyle(2);
404	+	datahistoSF->SetMarkerSize(DataMarkerSize);
405	+	datahistoOF->SetLineColor(kRed);
406	+
407	+	if ( !logscale ) {
408	+	datahistoSF->SetMinimum(0); // Defaults
409	+	} else {
410	+	datahistoSF->SetMinimum(0.5);
411	+	}
412	+	if (ymax<0) {
413	+	if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
414	+	else datahistoSF->SetMaximum(1.5*datahistoSF->GetMaximum());
415	+	} else {
416	+	datahistoSF->SetMaximum(ymax);
417	+	}
418	+
419	+	float ymaxSet = datahistoSF->GetMaximum();
420	+
421	+	datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
422	+	datahistoSF->GetYaxis()->SetTitle("Events");
423	+	datahistoSF->GetXaxis()->CenterTitle();
424	+	datahistoSF->GetYaxis()->CenterTitle();
425	+
426	+	TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.7,false,legendPosition+0.2);
427	+	mleg->AddEntry(datahistoSF, "Same-flavor", "PL");
428	+	if (datahistoOF->Integral()>0) {
429	+	mleg->AddEntry(datahistoOF, "Opposite-flavor", "L");
430	+	} else {
431	+	mleg->AddEntry((TObject*)0, "", "");
432	+	}
433	+	//mleg->AddEntry(signalhisto, "LM3", "L");
434	+
435	+	datahistoSF->Draw("E1");
436	+	if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
437	+	//signalhisto->Draw("HIST,SAMES");
438	+	mleg->Draw();
439	+	DrawPrelim();
440	+	if (datahistoOF->Integral()>0) {
441	+	save_with_ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
442	+	} else {
443	+	CompleteSave(rcan, "SFOF/" + filename);
444	+	delete rcan;
445	+	}
446	+
447	+	datahistoSF->Delete();
448	+	datahistoOF->Delete();
449	+	//signalhisto->Delete();
450	+	delete mleg;
451	+	delete ckin;
452	+
453	+	return ymaxSet;
454	+
455	+	}
456	+
457	+	// Compare data to data
458	+	float make_data_comparison_plot(string variable, TCut cut, int nbins, float min, float max, float ymax, bool logscale,
459	+	string xlabel, string filename, float legendPosition=0.55) {
460	+
461	+	TCut ibasiccut=basiccut&&cut;
462	+
463	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
464	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
465	+	rcan->SetLogy(logscale);
466	+	rcan->cd();
467	+
468	+	std::cout << "Data comparison: variable = " << variable << ", cut = " << ibasiccut.GetTitle() << std::endl;
469	+
470	+	TH1F *data1 = allsamples.Draw("data1",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
471	+	TH1F *data2 = comparesamples.Draw("data2",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
472	+
473	+	data1->SetMarkerSize(DataMarkerSize);
474	+	data2->SetLineColor(kRed);
475	+
476	+	if ( !logscale ) {
477	+	data1->SetMinimum(0); // Defaults
478	+	} else {
479	+	data1->SetMinimum(0.5);
480	+	}
481	+	if (ymax<0) {
482	+	if ( logscale ) data1->SetMaximum(5.3*data1->GetMaximum());
483	+	else data1->SetMaximum(1.5*data1->GetMaximum());
484	+	} else {
485	+	data1->SetMaximum(ymax);
486	+	}
487	+
488	+	float ymaxSet = data1->GetMaximum();
489	+
490	+	data1->GetXaxis()->SetTitle(xlabel.c_str());
491	+	data1->GetYaxis()->SetTitle("Events");
492	+	data1->GetXaxis()->CenterTitle();
493	+	data1->GetYaxis()->CenterTitle();
494	+
495	+	TLegend *mleg = make_legend("",legendPosition,0.7,false,legendPosition+0.2);
496	+	mleg->AddEntry(data1, "New 2.4/fb", "PL");
497	+	mleg->AddEntry(data2, "Old 5.1/fb", "L");
498	+
499	+	data1->Draw("E1");
500	+	data2->Draw("HIST,SAMES");
501	+	mleg->Draw();
502	+	DrawPrelim();
503	+	save_with_ratio( data1, data2, rcan, "compareData/" + filename, false, false, "old/new" );
504	+
505	+	data1->Delete();
506	+	data2->Delete();
507	+	delete mleg;
508	+	delete ckin;
509	+
510	+	}
511	+
512	+	void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale,
513	+	string xlabel, string filename, float legendPosition=0.55) {
514	+
515	+	string mllcuts[] = { "mll>15","mll>15&&mll<70", "mll>75&&mll<105", "mll>120" };
516	+	string mllcutname[] = { "m_{ll} > 15 GeV", "15 < m_{ll} < 70 GeV", "70 < m_{ll} < 110 GeV", "m_{ll} > 120 GeV" };
517	+	string plotname[] = {"_all","_low","_peak","_high"};
518	+	float ymax;
519	+
520	+	int start = 0;
521	+	if ( !PlottingSetup::openBox ) start = 3;
522	+
523	+	for ( int i=start; i<4; ++i ) {
524	+	if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
525	+	if ( i==start ) {
526	+	ymax = make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, -1, logscale, xlabel,
527	+	filename+plotname[i], legendPosition );
528	+	} else {
529	+	make_one_OFSF_plot(variable, mllcuts[i],        mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
530	+	filename+plotname[i], legendPosition );
531	+	}
532	+	make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
533	+	filename+plotname[i]+"_mm", legendPosition );
534	+	make_one_OFSF_plot(variable, "id1==0&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
535	+	filename+plotname[i]+"_ee", legendPosition );
536	+	}
537	+
538	+	}
539	+
540	+
541		float lastrange_min=0;
542		float lastrange_max=0;
543
#	Line 181 | 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(filename=="mll_aboveJZB100") cut=cutOSSF&&cutnJets&&ibasiccut;
585	<	if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutOSSF;
586	<	if(filename=="mll_inclusive_osof") cut=cutOSOF;
587	<	if(filename=="mll_inclusive_ee") cut=cutOSSF&&"id1==0";
588	<	if(filename=="mll_inclusive_mm") cut=cutOSSF&&"id1==1";
583	>	if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
584	>	if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
585	>	if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
586	>	if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
587	>	if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=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());
216	<	datahisto->Draw("e1");
217	<	ckin->Update();
611	>	cout << "******** Cut used : " << (const char*) cut << endl;
612		if(loadlastminmax) {
613		datahisto->SetMinimum(lastrange_min);
614		datahisto->SetMaximum(lastrange_max);
#	Line 224 | 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 267 | 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 274 | 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 291 | Line 699 | void make_kin_plot(string variable, stri
699		delete ckin;
700		}
701
702	<
295	<	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";
302	–	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 332 | 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 342 | Line 748 | void do_kinematic_plots(string mcjzb, st
748		{
749		bool dolog=true;
750		bool nolog=false;
751	+
752	+	bool doOFSF = true;
753	+	bool doKin  = false;
754	+	bool doDataComp = true;
755	+
756	+
757		if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
758	<	float mll_low=40;
758	>	float mll_low=50;
759		float mll_hi=160;
760		if(!PlottingSetup::RestrictToMassPeak) {
761	<	mll_low=30;
762	<	mll_hi=180;
761	>	mll_low=20;
762	>	mll_hi=320;
763		}
764	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
765	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
766	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
767	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
768	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
769	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
770	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
771	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
772	<	make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
773	<	make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
774	<	make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
775	<	make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
776	<	make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
777	<	make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
778	<	make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
779	<	make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
780	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets",doPF);
781	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
782	<	if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
783	<	stringstream jzbcut;
784	<	jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
785	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
764	>
765	>	if ( doOFSF ) {
766	>	make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll");
767	>
768	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100",                        7, 3, 10, true, "#(jets)", "njets");
769	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", "njets_btagVeto");
770	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30>0",  7, 3, 10, true, "#(jets)", "njets_AtLeastOneBJet30");
771	>
772	>	make_OFSF_plots("pfJetGoodNumBtag30", "met[4]>100", 5, 0, 5, true, "#(b-jets)", "nbjets");
773	>	make_OFSF_plots("pfJetGoodPtBtag[0]", "met[4]>100&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", "ptb1");
774	>
775	>	make_OFSF_plots("iso1", "met[4]>100", 20, 0, 0.3, true, "lepton 1 isolation", "iso1");
776	>	make_OFSF_plots("iso2", "met[4]>100", 20, 0, 0.3, true, "lepton 2 isolation", "iso2");
777	>	//  make_OFSF_plots("pt1",  "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1");
778	>	//  make_OFSF_plots("pt2",  "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2");
779	>	make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", 0.15);
780	>	make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", 0.15);
781	>	//  make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", 0.2);
782	>	//  make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", 0.2);
783	>	//  make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", 0.2);
784	>	make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", "dphij1met", 0.2);
785	>	make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", "dphi", 0.2);
786	>	//  make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", "dphiMet1", 0.2);
787	>	//  make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", "dphiMet2", 0.2);
788	>	make_OFSF_plots("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", "met[4]>100", 16, 0, 3.2, false, "Min(|#Delta#phi(l,MET)|)", "dphilc");
789	>	make_OFSF_plots("TMath::Min(TMath::Abs(pfJetDphiMet[0]), TMath::Min(TMath::Abs(pfJetDphiMet[1]), TMath::Abs(pfJetDphiMet[2])))", "met[4]>100", 16, 0, 3.2, false, "Min(|#Delta#phi(jet,MET)|)", "dphijc");
790	>	make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(dphiMet1)), (TMath::Pi() - TMath::Abs(dphiMet2)))", "met[4]>100", 16, 0, 3.2, false, "Min(#pi - |#Delta#phi(l,MET)|)", "dphilco");
791	>	make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(pfJetDphiMet[0])), TMath::Min( (TMath::Pi()-TMath::Abs(pfJetDphiMet[1])), (TMath::Pi() - TMath::Abs(pfJetDphiMet[2]))))", "met[4]>100", 16, 0, 3.2, false, "Min(#pi - |#Delta#phi(jet,MET)|)", "dphijco");
792	>	}
793	>
794	>	if ( doDataComp && !PlottingSetup::openBox ) {
795	>	TCut mllCut("");
796	>	if ( !PlottingSetup::openBox ) mllCut = "mll>120";
797	>
798	>	TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
799	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut,           60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig");
800	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee");
801	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm");
802	>
803	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0",           60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
804	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0&&pfJetGoodNumBtag30==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee_btagVeto");
805	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1&&pfJetGoodNumBtag30==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm_btagVeto");
806	>
807	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",           60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
808	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0&&pfJetGoodNumBtag30>0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee_AtLeastOneBJet");
809	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1&&pfJetGoodNumBtag30>0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm_AtLeastOneBJet");
810	>
811	>	make_data_comparison_plot("mll", cutOSOF&&cutSignal, 60, 20., 320.,-1., false, "m_{ll}", "mll_OF_sig");
812	>	make_data_comparison_plot("mll", cutmass&&"met[4]>100&&met[4]<150&&pfJetGoodNum40==2", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_CR");
813	>
814	>	make_data_comparison_plot("pfJetGoodNum40", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_SF_sig");
815	>	make_data_comparison_plot("pfJetGoodNum40", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_OF_sig");
816	>	make_data_comparison_plot("pfJetGoodNumBtag30", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_SF_sig");
817	>	make_data_comparison_plot("pfJetGoodNumBtag30", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_OF_sig");
818	>	}
819	>
820	>
821	>	if ( doKin ) {
822	>	string mllCut("");
823	>	if ( !PlottingSetup::openBox ) mllCut = "&&mll>120";
824	>
825	>	// Plots in signal region
826	>	make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
827	>	make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
828	>	make_kin_plot("mll","mll>20&&met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
829	>	make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
830	>	make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
831	>
832	>	make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
833	>	make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
834	>
835	>	// Further inclusive invariant mass plots
836	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
837	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
838	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
839	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
840	>
841	>	//make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
842	>	//if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
843	>
844	>	//make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
845	>	//make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
846	>
847	>	// Number of jets
848	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
849	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
850	>	//make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
851	>
852	>	// Others
853	>	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
854	>	//  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
855	>	//  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
856	>	make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
857	>	make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
858	>	make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
859	>	make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
860	>	make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
861	>	//   stringstream jzbcut;
862	>	//   jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
863	>	//   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
864	>	//   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB100",doPF,true);
865	>	//   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB100",doPF,true);
866	>	//   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB100",doPF,true);
867	>	//   stringstream jzbcut2;
868	>	//   jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
869	>	//   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
870	>	//   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB150",doPF,true);
871	>	//   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB150",doPF,true);
872	>	//   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB150",doPF,true);
873	>	//   stringstream jzbcut3;
874	>	//   jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
875	>	//   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
876	>	//   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB50",doPF,true,true);
877	>	//   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB50",doPF,true);
878	>	//   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB50",doPF,true);
879	>
880	>	//   make_kin_plot("mll","met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV] (MET>100GeV)","mll_met100_ll",doPF,true);
881	>	//make_kin_plot("mll","met[4]>150&&id1==0",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ee} [GeV] (MET>150GeV)","mll_met150_ee",doPF,true);
882	>	//make_kin_plot("mll","met[4]>150&&id1==1",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{#mu#mu} [GeV] (MET>150GeV)","mll_met150_mm",doPF,true);
883	>	}
884	>
885	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
886	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
887	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
888	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
889	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
890	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
891	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
892	>
893	>	//   make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
894	>	//   make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
895	>
896		}
897
898		void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
899		int nbins, float xmin, float xmax, bool log,
900		float ymin=0, float ymax=0, bool leftJustified=false ) {
901	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
901	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
902
903		TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
904		if(weightbackup==TCut("1.0")||weightbackup==TCut("1")) write_warning(__FUNCTION__,"WATCH OUT THE WEIGHT HAS POSSIBLY NOT BEEN RESET!!!! PLEASE CHANGE LINE "+any2string(__LINE__));
905	<	if(var=="numVtx") cutWeight=TCut("1.0");
905	>	//if(var=="numVtx") cutWeight=TCut("1.0");
906		TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
907		TCut jzbMC[]  = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
908
909		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
910		int nRegions=4;
911	<	if(!PlottingSetup::RestrictToMassPeak) {
911	>	if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
912		nRegions=2;
913		}
914
#	Line 404 | Line 926 | void make_comp_plot( string var, string
926		TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
927		ccomp->SetLogy(log);
928		TH1F *datahisto = allsamples.Draw("datahisto",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
929	<	TH1F *lm4histo = signalsamples.Draw("lm4histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
929	>	TH1F *lm3histo  = signalsamples.Draw("lm3histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
930		THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],  mc,  luminosity);
931		datahisto->SetMarkerSize(DataMarkerSize);
932		if (ymax>ymin) datahisto->SetMaximum(ymax);
933	<	lm4histo->SetLineStyle(2);
933	>	lm3histo->SetLineStyle(2);
934		datahisto->Draw("e1");
935		mcstack.Draw("same");
936		datahisto->Draw("same,e1");
937	<	//      lm4histo->Draw("hist,same");
937	>	lm3histo->Draw("hist,same");
938		TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
939		if ( leftJustified ) {
940		Float_t w = kinleg->GetX2()-kinleg->GetX1();
941		kinleg->SetX1(0.2);
942		kinleg->SetX2(0.2+w);
943		}
944	<	//      kinleg->AddEntry(lm4histo,"LM4","l");
944	>	kinleg->AddEntry(lm3histo,"LM3","l");
945		kinleg->Draw();
946		TText* write_variable = write_text(0.99,0.01,var);
947		write_variable->SetTextAlign(31);
#	Line 428 | Line 950 | void make_comp_plot( string var, string
950		CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
951		delete datahisto;
952		delete ccomp;
953	<	delete lm4histo;
953	>	delete lm3histo;
954		}
955		cutWeight=weightbackup;
956		}
#	Line 438 | Line 960 | void region_comparison_plots(string mcjz
960		dout << "Creating comparison plots for signal and control regions" << endl;
961		// Compare a few quantities in the signal region and all 7 control regions
962
963	<	switch_overunderflow(true);  // switching overflow/underflow bins on
963	>	//  switch_overunderflow(true);  // switching overflow/underflow bins on
964
965
966		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
967	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
967	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
968		float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
969		float mll_low=50;float mll_high=170;
970		if(!PlottingSetup::RestrictToMassPeak) {
971	<	mll_high=200;
972	<	mll_low=50;
971	>	mll_high=300;
972	>	mll_low=20;
973		}
974	<	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
974	>	make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
975	>	make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
976	>
977	>	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
978		make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
979	<	make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
979	>	make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
980	>	make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
981		make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
982	<	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
982	>	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
983		make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
984		make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
985	+	make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
986	+	make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
987		}
988
989		switch_overunderflow(false); // switching overflow/underflow bins off
#	Line 479 | Line 1007 | void signal_bg_comparison()
1007
1008		float simulatedlumi=luminosity;//in pb please - adjust to your likings
1009
1010	<	TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
1011	<	TH1F *JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM4"));
1010	>	TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/DY"));
1011	>	TH1F *JZBplotLM4;
1012	>	if(PlottingSetup::RestrictToMassPeak) JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM4"));
1013	>	else JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM3"));
1014		TH1F *JZBplotTtbar = allsamples.Draw("JZBplotTtbar",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("TTJets"));
1015
1016		JZBplotTtbar->SetLineColor(allsamples.GetColor("TTJet"));
#	Line 504 | Line 1034 | void signal_bg_comparison()
1034		TLegend *signal_bg_comparison_leg2 =  make_legend("",0.55,0.75,false);
1035		signal_bg_comparison_leg2->AddEntry(JZBplotZJETs,"Z+Jets","f");
1036		signal_bg_comparison_leg2->AddEntry(JZBplotTtbar,"t#bar{t}","f");
1037	<	signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
1037	>	if(PlottingSetup::RestrictToMassPeak) signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
1038	>	else signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM3","f");
1039		signal_bg_comparison_leg2->Draw();
1040		DrawMCPrelim(simulatedlumi);
1041		CompleteSave(can,"jzb_bg_vs_signal_distribution");
#	Line 651 | Line 1182 | vector<TF1*> do_extended_fit_to_plot(TH1
1182		//      the line above is not necessary anymore as we're now looking at a prediction without Z+Jets, and not multiplied with (1.0/3)
1183		TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
1184		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1185	<	if(PlottingSetup::RestrictToMassPeak) ttbarlogpar->SetParameter(0,1.0/3*ttbarlogpar->GetParameter(0));//correcting for the fact that we didn't multiply with (1.0/3);
1185	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) ttbarlogpar->SetParameter(0,1.0/3*ttbarlogpar->GetParameter(0));//correcting for the fact that we didn't multiply with (1.0/3);
1186
1187
1188		TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
#	Line 746 | Line 1277 | if you want to start from scratch (witho
1277		return return_functions;
1278		}
1279
1280	<	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false )
1280	>	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
1281		{
1282	+	//  switch_overunderflow(true);
1283		bool is_data=false;
1284		bool use_signal=false;
1285		if(use_data==1) is_data=true;
#	Line 756 | Line 1288 | void do_prediction_plot(string jzb, TCan
1288		if(is_data) nbins=50;
1289		float low=0;
1290		float hi=500;
1291	+
1292		TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
1293		TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1294		TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1295		TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1296		TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1297	+
1298		blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
1299		blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
1300		blankback->GetXaxis()->CenterTitle();
#	Line 775 | Line 1309 | void do_prediction_plot(string jzb, TCan
1309		TH1F *RcorrJZBeemmNoS;
1310
1311		//these are for the ratio
1312	+
1313		TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1314		TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1315		TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
#	Line 788 | Line 1323 | void do_prediction_plot(string jzb, TCan
1323		if(use_data==2 || overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,false);
1324
1325
1326	<	if(PlottingSetup::RestrictToMassPeak) {
1326	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1327		RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1328		LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1329		RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1330		LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1331	<
1331	>
1332		//these are for the ratio
1333		JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1334		JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1335		JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1336		JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
802	–
1337		}
1338
1339		TH1F *lm4RcorrJZBeemm;
1340	<	if(overlay_signal || use_data == 2 ) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,allsamples.FindSample("LM4"));
1340	>	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"));
1341
1342		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
1343
#	Line 812 | Line 1346 | void do_prediction_plot(string jzb, TCan
1346
1347		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
1348		TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
1349	<	if(PlottingSetup::RestrictToMassPeak) {
1349	>
1350	>	TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
1351	>	ClearHisto(BpredSys);
1352	>
1353	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1354		Bpred->Add(RcorrJZBem,1.0/3.);
1355		Bpred->Add(LcorrJZBem,-1.0/3.);
1356		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 834 | Line 1372 | void do_prediction_plot(string jzb, TCan
1372		JBpred->Add(JLcorrJZBSBem,-1.0/3.);
1373		JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
1374		JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
1375	+
1376	+	//Systematics:
1377	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertONPEAK*zjetsestimateuncertONPEAK);
1378	+	AddSquared(BpredSys,JRcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
1379	+	AddSquared(BpredSys,JLcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
1380	+	AddSquared(BpredSys,JRcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
1381	+	AddSquared(BpredSys,JLcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
1382	+	AddSquared(BpredSys,JRcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
1383	+	AddSquared(BpredSys,JLcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
1384		} else {
1385		Bpred->Add(RcorrJZBem,1.0);
1386		Bpred->Add(LcorrJZBem,-1.0);
#	Line 843 | Line 1390 | void do_prediction_plot(string jzb, TCan
1390		//these are for the ratio
1391		JBpred->Add(JRcorrJZBem,1.0);
1392		JBpred->Add(JLcorrJZBem,-1.0);
1393	+
1394	+	//Systematics
1395	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertOFFPEAK*zjetsestimateuncertOFFPEAK);
1396	+	AddSquared(BpredSys,JRcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1397	+	AddSquared(BpredSys,JLcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1398	+
1399		}
1400
1401	<
1401	>	SQRT(BpredSys);
1402	>	BpredSys->Divide(JBpred);
1403	>
1404
1405		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
1406		TH1F *Tpred = (TH1F*)RcorrJZBem->Clone("Bpred");
1407		Tpred->Add(LcorrJZBem,-1.0);
1408	<	if(PlottingSetup::RestrictToMassPeak) {
1408	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1409		Tpred->Add(RcorrJZBSBem,1.0);
1410		Tpred->Add(LcorrJZBSBem,-1.0);
1411		Tpred->Add(RcorrJZBSBeemm,1.0);
#	Line 890 | Line 1445 | void do_prediction_plot(string jzb, TCan
1445		blankback->Draw();
1446		if(use_data==1)
1447		{
1448	+	//Bpred->SetLineWidth(3); //paper style.overruled.
1449	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style.overruled.
1450		analytical_function = do_extended_fit_to_plot(Bpred,Tpred,LcorrJZBeemm,LcorrJZBem,is_data);
1451		kinpad->cd();//necessary because the extended fit function creates its own canvas
1452		RcorrJZBeemm->Draw("e1x0,same");
1453
1454		Bpred->Draw("hist,same");
1455	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1455	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1456		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1457	+	lm4RcorrJZBeemm->Draw("hist,same");
1458		legBpred->AddEntry(RcorrJZBeemm,"observed","p");
1459		legBpred->AddEntry(Bpred,"predicted","l");
1460	<	legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1461	<	legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1462	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1460	>	//    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1461	>	//    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1462	>	legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
1463		legBpred->Draw();
1464		DrawPrelim();
1465
1466		//this plot shows what the prediction is composed of
1467	<	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1468	<	specialcanv->SetLogy(1);
1469	<	Zjetspred->SetFillColor(kYellow);
1470	<	Zjetspred->SetLineColor(kYellow);
1471	<	TTbarpred->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1472	<	TTbarpred->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1467	>	TPad *predcomppad = new TPad("predcomppad","predcomppad",0,0,1,1);
1468	>	float CurrentBpredLineWidth=Bpred->GetLineWidth();
1469	>	Bpred->SetLineWidth(2);
1470	>	predcomppad->cd();
1471	>	predcomppad->SetLogy(1);
1472	>
1473	>	TH1F *jzbnegative = (TH1F*)LcorrJZBeemm->Clone("jzbnegative");
1474	>	TH1F *sidebandsemu = (TH1F*)Bpred->Clone("sidebandsemu");
1475	>	sidebandsemu->Add(jzbnegative,-1);
1476	>
1477	>	jzbnegative->SetFillColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
1478	>	jzbnegative->SetLineColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
1479	>	sidebandsemu->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1480	>	sidebandsemu->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1481	>
1482		THStack predcomposition("predcomposition","prediction composition");
1483	<	predcomposition.Add(TTbarpred);
1484	<	predcomposition.Add(Zjetspred);
1483	>	predcomposition.Add(sidebandsemu);
1484	>	predcomposition.Add(jzbnegative);
1485		blankback->Draw();
1486		RcorrJZBeemm->Draw("e1x0,same");
1487		predcomposition.Draw("histo,same");//
1488		Bpred->Draw("hist,same");
1489	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1489	>	//    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1490		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1491	<	legBpred->Draw();
1491	>	//    lm4RcorrJZBeemm->SetLineColor(kOrange+1);
1492	>	lm4RcorrJZBeemm->SetLineWidth(2);
1493	>	//lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
1494	>	lm4RcorrJZBeemm->Draw("histo,same");
1495		DrawPrelim();
1496	<	TLegend *specialleg = new TLegend(0.6,0.4,0.89,0.55);
1497	<	specialleg->SetFillColor(kWhite);specialleg->SetLineColor(kWhite);
1498	<	specialleg->AddEntry(Zjetspred,"Z+Jets prediction","f");
1499	<	specialleg->AddEntry(TTbarpred,"t#bar{t} prediction","f");
1500	<	specialleg->Draw("same");
1501	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionComposition");
1502	<
1503	<	THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1496	>	TLegend *speciallegBpred = make_legend("",0.45,0.55);
1497	>	//TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
1498	>	speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
1499	>	speciallegBpred->AddEntry(Bpred,"Total background","l");
1500	>	speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
1501	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1502	>	else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
1503	>	//    speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
1504	>	speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1505	>	speciallegBpred->Draw();
1506	>	save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
1507	>
1508	>	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1509	>	specialcanv->SetLogy(1);
1510	>	//    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1511		blankback->Draw();
1512	<	kostack.Draw("same");
1512	>	//    kostack.Draw("same");
1513	>	predcomposition.Draw();
1514		Bpred->Draw("hist,same");
1515	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1515	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1516		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1517		legBpred->Draw();
1518		DrawPrelim();
1519	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionCompositioninMC");
1519	>	CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
1520	>	Bpred->SetLineWidth((int)CurrentBpredLineWidth);
1521	>
1522	>
1523	>	//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;
1524
1525	<	delete specialcanv;
944	<	delete specialleg;
1525	>	delete speciallegBpred;
1526		delete Zjetspred;
1527		delete TTbarpred;
1528
#	Line 949 | Line 1530 | void do_prediction_plot(string jzb, TCan
1530		}
1531		if(use_data==0) {
1532		RcorrJZBeemm->Draw("e1x0,same");
1533	+	//Bpred->SetLineWidth(3); // paper style. overruled.
1534		Bpred->Draw("hist,same");
1535		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1536	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
1537	<	legBpred->AddEntry(Bpred,"MC predicted","l");
1536	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1537	>	legBpred->AddEntry(Bpred,"MC predicted","l");
1538		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
1539		if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
1540		if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
#	Line 963 | Line 1545 | void do_prediction_plot(string jzb, TCan
1545		}
1546		if(use_data==2) {
1547		RcorrJZBeemm->Draw("e1x0,same");
1548	+	//Bpred->SetLineWidth(3); // paper style. overruled.
1549		Bpred->Draw("hist,same");
1550		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1551	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
1551	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1552		legBpred->AddEntry(Bpred,"MC predicted","l");
1553	<	legBpred2->AddEntry(RcorrJZBeemm,"MC observed","p");
1553	>	legBpred2->AddEntry(RcorrJZBeemm,"MC true","p");
1554		legBpred2->AddEntry(Bpred,"MC predicted","l");
1555		{
1556		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18 --> now only allowed for root >=v5.30
#	Line 978 | Line 1561 | void do_prediction_plot(string jzb, TCan
1561		//      CompleteSave(globalcanvas,"Bpred_MCwithS"); // done below in save_with_ratio
1562		}
1563		{
1564	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style. overruled.
1565	+	//RcorrJZBeemmNoS->SetLineWidth(3); //paper style. overruled.
1566	+	//lm4RcorrJZBeemm->SetLineStyle(2); //paper style. overruled.
1567	+	//RcorrJZBeemmNoS->SetLineStyle(3); //paper style. overruled.
1568	+	//lm4RcorrJZBeemm->SetLineColor(kOrange+1); //paper style. overruled.
1569	+
1570		RcorrJZBeemmNoS->SetLineStyle(2);
1571		legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
1572		legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
#	Line 996 | Line 1585 | void do_prediction_plot(string jzb, TCan
1585		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
1586		string ytitle("ratio");
1587		if ( use_data==1 ) ytitle = "data/pred";
1588	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1588	>	//save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1589	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
1590
1591
1592		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1593	<	/// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1594	<	if(!PlottingSetup::RestrictToMassPeak) return;
1595	<	TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
1596	<	Bpredem->Add(RcorrJZBem);
1597	<	Bpredem->Add(LcorrJZBem,-1);
1598	<	TH1F *BpredSBem = (TH1F*)LcorrJZBeemm->Clone("BpredSBem");
1599	<	BpredSBem->Add(RcorrJZBSBem);
1600	<	Bpred->Add(LcorrJZBSBem,-1);
1601	<	TH1F *BpredSBeemm = (TH1F*)LcorrJZBeemm->Clone("BpredSBeemm");
1602	<	BpredSBeemm->Add(RcorrJZBSBeemm);
1603	<	BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1604	<	globalcanvas->cd();
1605	<	globalcanvas->SetLogy(1);
1606	<
1607	<	RcorrJZBeemm->SetMarkerStyle(20);
1608	<	RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1609	<	blankback->Draw();
1610	<	RcorrJZBeemm->Draw("e1x0,same");
1611	<	RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1612	<
1613	<	Bpredem->SetLineColor(kRed+1);
1614	<	Bpredem->SetStats(0);
1615	<	Bpredem->Draw("hist,same");
1616	<
1617	<	BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1618	<	BpredSBem->SetLineStyle(2);
1619	<	BpredSBem->Draw("hist,same");
1620	<
1621	<	BpredSBeemm->SetLineColor(kBlue+1);
1622	<	BpredSBeemm->SetLineStyle(3);
1623	<	BpredSBeemm->Draw("hist,same");
1624	<	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1625	<
1626	<	TLegend *legBpredc = make_legend("",0.6,0.55);
1627	<	if(use_data==1)
1628	<	{
1629	<	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
1630	<	legBpredc->AddEntry(Bpredem,"OFZP","l");
1631	<	legBpredc->AddEntry(BpredSBem,"OFSB","l");
1632	<	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
1633	<	legBpredc->Draw();
1634	<	CompleteSave(globalcanvas,"Bpred_Data_comparison");
1635	<	}
1636	<	if(use_data==0) {
1637	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
1638	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1639	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1640	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1641	<	legBpredc->Draw();
1642	<	CompleteSave(globalcanvas,"Bpred_MC_comparison");
1643	<	}
1644	<	if(use_data==2) {
1645	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
1646	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1647	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1648	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1649	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1650	<	legBpredc->Draw();
1651	<	CompleteSave(globalcanvas,"Bpred_MCwithS_comparison");
1593	>	// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1594	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1595	>	TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
1596	>	Bpredem->Add(RcorrJZBem);
1597	>	Bpredem->Add(LcorrJZBem,-1);
1598	>	TH1F *BpredSBem = (TH1F*)LcorrJZBeemm->Clone("BpredSBem");
1599	>	BpredSBem->Add(RcorrJZBSBem);
1600	>	Bpred->Add(LcorrJZBSBem,-1);
1601	>	TH1F *BpredSBeemm = (TH1F*)LcorrJZBeemm->Clone("BpredSBeemm");
1602	>	BpredSBeemm->Add(RcorrJZBSBeemm);
1603	>	BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1604	>	globalcanvas->cd();
1605	>	globalcanvas->SetLogy(1);
1606	>
1607	>	RcorrJZBeemm->SetMarkerStyle(20);
1608	>	RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1609	>	blankback->Draw();
1610	>	RcorrJZBeemm->Draw("e1x0,same");
1611	>	RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1612	>
1613	>	Bpredem->SetLineColor(kRed+1);
1614	>	Bpredem->SetStats(0);
1615	>	Bpredem->Draw("hist,same");
1616	>
1617	>	BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1618	>	BpredSBem->SetLineStyle(2);
1619	>	BpredSBem->Draw("hist,same");
1620	>
1621	>	BpredSBeemm->SetLineColor(kBlue+1);
1622	>	BpredSBeemm->SetLineStyle(3);
1623	>	BpredSBeemm->Draw("hist,same");
1624	>	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1625	>
1626	>	TLegend *legBpredc = make_legend("",0.6,0.55);
1627	>	if(use_data==1)
1628	>	{
1629	>	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
1630	>	legBpredc->AddEntry(Bpredem,"OFZP","l");
1631	>	legBpredc->AddEntry(BpredSBem,"OFSB","l");
1632	>	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
1633	>	legBpredc->Draw();
1634	>	CompleteSave(globalcanvas,subdir+"Bpred_Data_comparison");
1635	>	}
1636	>	if(use_data==0) {
1637	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1638	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1639	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1640	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1641	>	legBpredc->Draw();
1642	>	CompleteSave(globalcanvas,subdir+"Bpred_MC_comparison");
1643	>	}
1644	>	if(use_data==2) {
1645	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1646	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1647	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1648	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1649	>	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1650	>	legBpredc->Draw();
1651	>	CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
1652	>	}
1653		}
1654	+
1655	+	TFile *f = new TFile("tester.root","RECREATE");
1656	+	RcorrJZBeemm->Write();
1657	+	Bpred->Write();
1658	+	f->Close();
1659	+
1660		delete RcorrJZBeemm;
1661		delete LcorrJZBeemm;
1662		delete RcorrJZBem;
#	Line 1072 | Line 1669 | void do_prediction_plot(string jzb, TCan
1669
1670		delete blankback;
1671
1672	<	if(PlottingSetup::RestrictToMassPeak) {
1672	>	delete BpredSys;
1673	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1674		delete RcorrJZBSBem;
1675		delete LcorrJZBSBem;
1676		delete RcorrJZBSBeemm;
#	Line 1084 | Line 1682 | void do_prediction_plot(string jzb, TCan
1682		delete JLcorrJZBSBeemm;
1683		}
1684		if(overlay_signal || use_data==2) delete lm4RcorrJZBeemm;
1685	+	switch_overunderflow(false);
1686		}
1687
1688		void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
1689		TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
1690	<	do_prediction_plot(datajzb,globalcanvas,DataSigma,jzbHigh ,data,overlay_signal);
1691	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mc,overlay_signal);
1692	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mcwithsignal,overlay_signal);
1690	>	do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
1691	>	if ( !PlottingSetup::Approved ) {
1692	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
1693	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
1694	>	} else {
1695	>	write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
1696	>	}
1697		}
1698
1699		void do_ratio_plot(int is_data,vector<float> binning, string jzb, TCanvas *can, float high=-9999) {
#	Line 1108 | Line 1711 | void do_ratio_plot(int is_data,vector<fl
1711		TH1F *RcorrJZBSBeemm;
1712		TH1F *LcorrJZBSbeemm;
1713
1714	<	if(PlottingSetup::RestrictToMassPeak) {
1714	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1715		RcorrJZBSBem   = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1716		LcorrJZBSBem   = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1717		RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
#	Line 1120 | Line 1723 | void do_ratio_plot(int is_data,vector<fl
1723
1724		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1725		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
1726	<	if(PlottingSetup::RestrictToMassPeak) {
1726	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1727		Bpred->Add(RcorrJZBem,1.0/3);
1728		Bpred->Add(LcorrJZBem,-1.0/3);
1729		Bpred->Add(RcorrJZBSBem,1.0/3);
#	Line 1258 | Line 1861 | void lepton_comparison_plots() {
1861		Float_t ymin = 1.e-5, ymax = 0.25;
1862		TCanvas *can = new TCanvas("can","Lepton Comparison Canvas");
1863		can->SetLogy(1);
1864	<	TH1F *eemc = allsamples.Draw("eemc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("DYJetsToLL"));
1865	<	TH1F *mmmc = allsamples.Draw("mmmc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("DYJetsToLL"));
1864	>	TH1F *eemc = allsamples.Draw("eemc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("/DY"));
1865	>	TH1F *mmmc = allsamples.Draw("mmmc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("/DY"));
1866		eemc->SetLineColor(kBlue);
1867		mmmc->SetLineColor(kRed);
1868		eemc->SetMinimum(0.1);
#	Line 1324 | Line 1927 | void lepton_comparison_plots() {
1927		DrawPrelim();
1928		save_with_ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
1929
1930	<	TH1F *zjeed = allsamples.Draw("zjeed",jzbvariablemc,    int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==0)",mc,  luminosity,allsamples.FindSample("DYJets"));
1931	<	TH1F *zjmmd = allsamples.Draw("zjmmd",jzbvariablemc,    int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==1)",mc,  luminosity,allsamples.FindSample("DYJets"));
1932	<	TH1F *zjeemmd = allsamples.Draw("zjeemmd",jzbvariablemc,int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,            mc,  luminosity,allsamples.FindSample("DYJets"));
1930	>	TH1F *zjeed = allsamples.Draw("zjeed",jzbvariablemc,    int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==0)",mc,  luminosity,allsamples.FindSample("/DY"));
1931	>	TH1F *zjmmd = allsamples.Draw("zjmmd",jzbvariablemc,    int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==1)",mc,  luminosity,allsamples.FindSample("/DY"));
1932	>	TH1F *zjeemmd = allsamples.Draw("zjeemmd",jzbvariablemc,int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,            mc,  luminosity,allsamples.FindSample("/DY"));
1933		dout << "Z+Jets ee : " << zjeed->GetMean() << "+/-" << zjeed->GetMeanError() << endl;
1934		dout << "Z+Jets ee : " << zjmmd->GetMean() << "+/-" << zjmmd->GetMeanError() << endl;
1935		dout << "Z+Jets eemd : " << zjeemmd->GetMean() << "+/-" << zjeemmd->GetMeanError() << endl;
#	Line 1427 | Line 2030 | void draw_pure_jzb_histo(TCut cut,string
2030		datahisto->Draw("same,e1");
2031
2032		TLegend *leg;
2033	<	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
2034	<	else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
2035	<	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
2036	<	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
2037	<	else {
2038	<	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
2039	<	exit(-1);
2040	<	}
2033	>	if (!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
2034	>	if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
2035	>	else leg = allsamples.allbglegend("Same flavor",datahisto);
2036	>	} else {
2037	>	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
2038	>	else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
2039	>	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
2040	>	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
2041	>	else {
2042	>	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
2043	>	exit(-1);
2044	>	}
2045	>	}
2046		leg->Draw();
2047		string write_cut = decipher_cut(cut,"");
2048		TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
2049		writeline1->SetTextSize(0.035);
2050		writeline1->Draw();
2051	<	save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
2051	>	if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
2052	>	else save_with_ratio(datahisto,mcstack,jzbpad->cd(),savename);
2053		TPad *jzbpad2 = new TPad("jzbpad2","jzbpad2",0,0,1,1);
2054		jzbpad2->cd();
2055		jzbpad2->SetLogy(1);
#	Line 1455 | Line 2064 | void draw_pure_jzb_histo(TCut cut,string
2064		writeline1->SetTextSize(0.035);
2065		writeline1->Draw();
2066		DrawPrelim();
2067	<	save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
2067	>	if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
2068	>	else save_with_ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
2069		datahisto->Delete();
2070		mcstack.Delete();
2071		}
#	Line 1463 | Line 2073 | void draw_pure_jzb_histo(TCut cut,string
2073		Double_t GausR(Double_t *x, Double_t *par) {
2074		return gRandom->Gaus(x[0],par[0]);
2075		}
2076	+
2077	+	void produce_stretched_jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2078	+	TCanvas *dican = new TCanvas("dican","JZB Plots Canvas");
2079	+	float max=jzbHigh ;
2080	+	float min=-120;
2081	+	int nbins=(int)((max-min)/5.0); // we want 5 GeV/bin
2082	+	int coarserbins=int(nbins/2.0);
2083	+	int rebinnedbins=int(nbins/4.0);
2084
2085	+	vector<float>binning;vector<float>coarse_binning;vector<float>coarsest_binning;
2086	+	for(int i=0;i<=nbins;i++)binning.push_back(min+i*(max-min)/((float)nbins));
2087	+	for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
2088	+	for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
2089	+
2090	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP",dican,binning);
2091	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP",dican,binning);
2092	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_SFZP",dican,binning);
2093	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
2094	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
2095	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
2096	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
2097	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
2098	+
2099	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
2100	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
2101	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
2102	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
2103	+
2104	+	delete dican;
2105	+	}
2106	+
2107	+
2108	+	void diboson_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2109	+	vector<int> SamplesToBeModified = allsamples.FindSampleBySampleName("WW/WZ/ZZ");
2110	+
2111	+	if(SamplesToBeModified.size()==0 || SamplesToBeModified[0]==-1) {
2112	+	write_error(__FUNCTION__,"Could not find any diboson samples - aborting diboson plots");
2113	+	return;
2114	+	}
2115	+
2116	+	float stretchfactor = 100.0;
2117	+	vector<string> labels;
2118	+
2119	+
2120	+	dout << "Going to increase the cross section for diboson samples ... " << endl;
2121	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
2122	+	float origxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
2123	+	(allsamples.collection)[SamplesToBeModified[i]].xs=origxs*stretchfactor;
2124	+	dout << "     Increased xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].filename << " from " << origxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ")" << endl;
2125	+	labels.push_back((allsamples.collection)[SamplesToBeModified[i]].samplename);
2126	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=any2string(int(stretchfactor))+" x "+(allsamples.collection)[SamplesToBeModified[i]].samplename;
2127	+	dout << "         (also renamed it to " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " )" << endl;
2128	+	}
2129	+
2130	+	dout << "Going to produce JZB plots" << endl;
2131	+	produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
2132	+	TCanvas *gloca = new TCanvas("gloca","gloca");
2133	+
2134	+	dout << "Going to produce prediction plots" << endl;
2135	+	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
2136	+	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
2137	+	delete gloca;
2138	+
2139	+	dout << "Going to reset the cross section for diboson samples ... " << endl;
2140	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
2141	+	float Upxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
2142	+	(allsamples.collection)[SamplesToBeModified[i]].xs=(allsamples.collection)[SamplesToBeModified[i]].xs*(1.0/stretchfactor);
2143	+	string Upname=(allsamples.collection)[SamplesToBeModified[i]].samplename;
2144	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=labels[i];
2145	+	dout << "     Reset xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " from " << Upxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ") and reset the correct name (from " << Upname << ")" << endl;
2146	+
2147	+	}
2148	+
2149	+	}
2150	+
2151	+
2152	+	void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
2153	+	TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
2154	+	jzbpad->cd();
2155	+	jzbpad->SetLogy(1);
2156	+	string xlabel="JZB [GeV]";
2157	+
2158	+	TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
2159	+	datahisto1->SetLineColor(kRed);
2160	+	datahisto1->SetMarkerColor(kRed);
2161	+	TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
2162	+	datahisto2->SetLineColor(kBlue);
2163	+	datahisto2->SetMarkerColor(kBlue);
2164	+
2165	+	datahisto2->SetMarkerSize(DataMarkerSize);
2166	+	datahisto1->DrawNormalized("e1");
2167	+	datahisto2->DrawNormalized("histo,same");
2168	+	datahisto1->DrawNormalized("same,e1");
2169	+
2170	+	TLegend *leg = make_legend();
2171	+	leg->AddEntry(datahisto1,legentry1.c_str());
2172	+	leg->AddEntry(datahisto2,legentry2.c_str());
2173	+	leg->Draw();
2174	+
2175	+	save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
2176	+
2177	+	datahisto1->Delete();
2178	+	datahisto2->Delete();
2179	+	}
2180	+
2181	+
2182		void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2183		TCanvas *can = new TCanvas("can","JZB Plots Canvas");
2184		float max=jzbHigh ;
#	Line 1477 | Line 2192 | void jzb_plots(string mcjzb, string data
2192		for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
2193		for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
2194
2195	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2196	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2197	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2198	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2199	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2200	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2201	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2202	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2203	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2195	>	if ( !PlottingSetup::Approved ) {
2196	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2197	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2198	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2199	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2200	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2201	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2202	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2203	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2204	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2205	>	draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm",can,binning);
2206	>	draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm_coarse",can,coarse_binning);
2207	>	draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm_coarsest",can,coarsest_binning);
2208	>
2209	>	}
2210
2211		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
2212	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2213	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2214	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2215	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2216	<
2217	<	//  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarsest",can,coarsest_binning);
2218	<	//  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarsest",can,coarsest_binning);
1498	<	//  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1499	<	//  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarsest",can,coarsest_binning);
1500	<	//  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarsest",can,coarsest_binning);
2212	>	if ( !PlottingSetup::Approved ) {
2213	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2214	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2215	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2216	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2217	>	}
2218	>	delete can;
2219		}
2220
2221
#	Line 1547 | Line 2265 | void compute_MC_yields(string mcjzb,vect
2265		TCanvas *yica = new TCanvas("yica","yield canvas");
2266
2267		int nRegions=4;
2268	<	if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
2268	>	if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
2269		string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
2270		string posneg[] = {"pos","neg"};
2271		TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
2272
2273	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
2273	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
2274		TCut jzbMC[]  = { give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos"), give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg") };
2275		dout << "_________________________________________________________" << endl;
2276		dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
2277	<	for(int isample=0;isample<(allsamples.collection).size();isample++) {
2277	>	for(int isample=0;isample<(int)(allsamples.collection).size();isample++) {
2278		if(!(allsamples.collection)[isample].is_data) dout << (allsamples.collection)[isample].samplename << "  &  ";
2279		else dout << "Sample & ";
2280		for(int iregion=0;iregion<nRegions;iregion++) {
#	Line 1815 | Line 2533 | void draw_ttbar_and_zjets_shape_for_one_
2533
2534		void draw_ttbar_and_zjets_shape(string mcjzb, string datajzb) {
2535		int all_leptons=-1;
1818	–	int electrons_only=0;
1819	–	int mu_only=1;
1820	–	int twojetswith50gev=1;
2536		int threejetswith30gev=0;
2537		/*
2538	+	int twojetswith50gev=1;
2539	+	int electrons_only=0;
2540	+	int mu_only=1;
2541	+
2542		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,twojetswith50gev);
2543		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev);
2544
#	Line 1833 | Line 2552 | void draw_ttbar_and_zjets_shape(string m
2552		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
2553		}
2554
2555	<	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
1837	<	//first: colorful plots
2555	>	float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
2556		TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2557		cancorr->SetLogz();
2558		cancorr->SetRightMargin(0.13);
2559	<	flag_this_change(__FUNCTION__,__LINE__,false);//PlottingSetup::RestrictToMassPeak
2560	<	TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)");
2559	>	TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
2560	>
2561	>	if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2562		TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2563	<	(allsamples.collection)[allsamples.FindSample("Data")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotd",zptforresponsepresentation);
2563	>	niceresponseplotd->Sumw2();
2564	>	TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
2565	>	vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2566	>	for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2567	>	if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2568	>	if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2569	>
2570	>	dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2571	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
2572	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
2573	>	}
2574	>	niceresponseplotd->Add(emuResponse,-1);
2575	>
2576		niceresponseplotd->SetStats(0);
2577		niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2578		niceresponseplotd->GetYaxis()->SetTitle("Response");
#	Line 1849 | Line 2580 | void find_correction_factors(string &jzb
2580		niceresponseplotd->GetYaxis()->CenterTitle();
2581		niceresponseplotd->Draw("COLZ");
2582		TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2583	+	profd->Rebin(2);
2584		profd->SetMarkerSize(DataMarkerSize);
2585	<	profd->Fit("pol0","","same,e1",30,400);
2585	>	profd->Fit("pol0","","same,e1",100,400);
2586		DrawPrelim();
2587	<	TText* title = write_text(0.5,0.7,"Data");
2587	>	string stitle="Data";
2588	>	if(!Contains(FindKeyword,"Data")) stitle="MC";
2589	>	TText* title = write_text(0.5,0.7,stitle.c_str());
2590		title->SetTextAlign(12);
2591		title->Draw();
2592		TF1 *datapol=(TF1*)profd->GetFunction("pol0");
2593	<	float datacorrection=datapol->GetParameter(0);
2594	<	stringstream dataresstring;
2595	<	dataresstring<<"Response: "<<std::setprecision(2)<<100*datacorrection<<" %";
2596	<	TText* restitle = write_text(0.5,0.65,dataresstring.str());
2593	>	float correction=datapol->GetParameter(0);
2594	>	stringstream resstring;
2595	>	resstring<<"Response: "<<std::setprecision(2)<<100*correction<<" %";
2596	>	TText* restitle = write_text(0.5,0.65,resstring.str());
2597		restitle->SetTextAlign(12);
2598		restitle->SetTextSize(0.03);
2599		restitle->Draw();
2600	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_Data");
2601	<
2602	<	TH2F *niceresponseplotm = new TH2F("niceresponseplotm","",100,0,600,100,0,5);
2603	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotm",zptforresponsepresentation);
2604	<	niceresponseplotm->SetStats(0);
2605	<	niceresponseplotm->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2606	<	niceresponseplotm->GetYaxis()->SetTitle("Response");
2607	<	niceresponseplotm->GetXaxis()->CenterTitle();
1874	<	niceresponseplotm->GetYaxis()->CenterTitle();
1875	<	niceresponseplotm->Draw("COLZ");
1876	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt",zptforresponsepresentation,"PROF,same");
1877	<	TProfile * profm = (TProfile*)niceresponseplotm->ProfileX();
1878	<	profm->SetMarkerSize(DataMarkerSize);
1879	<	profm->Fit("pol0","","same,e1",30,400);
1880	<	DrawMCPrelim();
1881	<	title = write_text(0.5,0.7,"MC simulation");
1882	<	title->SetTextAlign(12);
1883	<	title->Draw();
1884	<	TF1 *mcpol=(TF1*)profm->GetFunction("pol0");
1885	<	float mccorrection=mcpol->GetParameter(0);
1886	<	stringstream mcresstring;
1887	<	mcresstring<<"Response: "<<std::setprecision(2)<<100*mccorrection<<" %";
1888	<	TText* mcrestitle = write_text(0.5,0.65,mcresstring.str());
1889	<	mcrestitle->SetTextAlign(12);
1890	<	mcrestitle->SetTextSize(0.03);
1891	<	mcrestitle->Draw();
1892	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_MC");
2600	>	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2601	>	delete cancorr;
2602	>	delete niceresponseplotd;
2603	>	delete profd;
2604	>	return correction;
2605	>	}
2606	>
2607	>	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2608
2609	+	dout << "Computing response corrections: " << endl;
2610	+	//Step 1 : Get results
2611	+	float datacorrection=find_one_correction_factor("Data",true,"","Data");
2612	+	float mccorrection=find_one_correction_factor("DY",false,"","MC");
2613	+
2614	+	float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
2615	+	float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
2616	+
2617	+	float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
2618	+	float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
2619	+
2620	+	cout << "Corrections : " << endl;
2621	+	cout << "   Data : " << datacorrection << endl;
2622	+	cout << "     ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
2623	+	cout << "   MC : " << mccorrection << endl;
2624	+	cout << "     ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
2625
2626	<	//Step 2: Getting the result
1896	<	//  TCut zptcutforresponse("pt>30&&pt<300&&TMath::Abs(91.2-mll)<20&&id1==id2&&(ch1*ch2<0)");
2626	>	//Step 2: Processing the result and making it into something useful :-)
2627		stringstream jzbvardatas;
2628	<	if(datacorrection>1) jzbvardatas<<"(jzb[1]-"<<datacorrection-1<<"*pt)";
2629	<	if(datacorrection<1) jzbvardatas<<"(jzb[1]+"<<1-datacorrection<<"*pt)";
2628	>	jzbvardatas << "(";
2629	>
2630	>	if(dataEEcorrection>=1) jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]-" << dataEEcorrection-1 << "*pt))";
2631	>	if(dataEEcorrection<1)  jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-dataEEcorrection << "*pt))";
2632	>
2633	>	if(dataMMcorrection>=1) jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]-" << dataMMcorrection-1 << "*pt))";
2634	>	if(dataMMcorrection<1)  jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-dataMMcorrection << "*pt))";
2635	>
2636	>	float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
2637	>
2638	>	if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)*(jzb[1]-" << datacorrection-1 << "*pt))";
2639	>	if(datacorrection<1) jzbvardatas<<"+((id1!=id2)*(jzb[1]+" << 1-datacorrection << "*pt))";
2640	>
2641	>	jzbvardatas << ")";
2642		jzbvardata=jzbvardatas.str();
2643	+
2644		stringstream jzbvarmcs;
2645	<	if(mccorrection>1) jzbvarmcs<<"(jzb[1]-"<<mccorrection-1<<"*pt)";
2646	<	if(mccorrection<1) jzbvarmcs<<"(jzb[1]+"<<1-mccorrection<<"*pt)";
2645	>	jzbvarmcs << "(";
2646	>
2647	>	if(mcEEcorrection>=1) jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]-" << mcEEcorrection-1 << "*pt))";
2648	>	if(mcEEcorrection<1)  jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-mcEEcorrection << "*pt))";
2649	>
2650	>	if(mcMMcorrection>=1) jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]-" << mcMMcorrection-1 << "*pt))";
2651	>	if(mcMMcorrection<1)  jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-mcMMcorrection << "*pt))";
2652	>
2653	>	float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
2654	>
2655	>	if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]-" << mccorrection-1 << "*pt))";
2656	>	if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]+" << 1-mccorrection << "*pt))";
2657	>
2658	>	jzbvarmcs << ")";
2659		jzbvarmc=jzbvarmcs.str();
2660	+
2661		dout << "JZB Z pt correction summary : " << endl;
2662		dout << "  Data: The response is " << datacorrection << "  --> jzb variable is now : " << jzbvardata << endl;
2663		dout << "  MC  : The response is " << mccorrection << "  --> jzb variable is now : " << jzbvarmc << endl;
2664	+
2665		}
2666
2667		void pick_up_events(string cut) {
#	Line 1912 | Line 2669 | void pick_up_events(string cut) {
2669		allsamples.PickUpEvents(cut);
2670		}
2671
2672	<	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError) {
2672	>	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
2673		dout << "Saving configuration template!" << endl;
2674		ofstream configfile;
2675		configfile.open("../DistributedModelCalculations/last_configuration.C");
#	Line 1932 | Line 2689 | void save_template(string mcjzb, string
2689		configfile<<"string datajzb=\"datajzb_ERROR\";\n";
2690		configfile<<"string mcjzb=\"mcjzb_ERROR\";\n";
2691		configfile<<"vector<float>jzb_cuts;\n";
2692	+	configfile<<"vector<float>jzb_shape_limit_bins;\n";
2693		configfile<<"float MCPeakError=-999;\n";
2694	+	configfile<<"float DataPeakError=-999;\n";
2695		configfile<<"}\n\n";
2696
2697		configfile<<"void read_config() {\n";
2698		configfile<<"datajzb=\""<<datajzb<<"\";\n";
2699		configfile<<"mcjzb=\""<<mcjzb<<"\";\n\n";
2700	<	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n\n";
2701	<	for(int i=0;i<jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2700	>	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n";
2701	>	configfile<<"DataPeakError="<<DataPeakError<<";\n\n";
2702	>	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";
2703		configfile<<"\n\n";
2704	<	for(int i=0;i<Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2705	<	for(int i=0;i<Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2706	<	for(int i=0;i<Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2704	>	for(int i=0;i<(int)Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2705	>	for(int i=0;i<(int)Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2706	>	for(int i=0;i<(int)Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2707	>	configfile<<"\n\n";
2708	>	for(int i=0;i<(int)flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2709	>	for(int i=0;i<(int)flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2710	>	for(int i=0;i<(int)flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2711	>	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";
2712		configfile<<"\n\n";
1948	–	for(int i=0;i<flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1949	–	for(int i=0;i<flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1950	–	for(int i=0;i<flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2713		configfile<<"\n\n";
2714		configfile<<"luminosity="<<luminosity<<";\n";
2715	+	configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
2716	+	configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
2717
2718		configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
2719
#	Line 1972 | Line 2736 | void draw_all_ttbar_histos(TCanvas *can,
2736		float max=histos[0]->GetMaximum();
2737		if(manualmin>=0) min=manualmin;
2738		else {
2739	<	for(int i=1;i<histos.size();i++) {
2739	>	for(int i=1;i<(int)histos.size();i++) {
2740		float curmin=get_nonzero_minimum(histos[i]);
2741		float curmax=histos[i]->GetMaximum();
2742		if(curmin<min) min=curmin;
#	Line 1983 | Line 2747 | void draw_all_ttbar_histos(TCanvas *can,
2747		histos[0]->Draw(drawoption.c_str());
2748		stringstream drawopt;
2749		drawopt << drawoption << ",same";
2750	<	for(int i=1;i<histos.size();i++) {
2750	>	for(int i=1;i<(int)histos.size();i++) {
2751		histos[i]->Draw(drawopt.str().c_str());
2752		}
2753		}
#	Line 1992 | Line 2756 | void ttbar_sidebands_comparison(string m
2756		//in the case of the on peak analysis, we compare the 3 control regions to the real value
2757		//in the case of the OFF peak analysis, we compare our control region to the real value
2758		TCut weightbackup=cutWeight;
1995	–	cutWeight="1.0";
1996	–	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2759
2760	+	bool doPURW=false;
2761	+
2762	+
2763	+	if(!doPURW) {
2764	+	dout << "Not doing PU reweighting for ttbar closure test" << endl;
2765	+	cutWeight="1.0";
2766	+	// Do it without PU re-weighting
2767	+	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2768	+	stringstream resultsNoPU;
2769	+	stringstream noPUdatajzb;
2770	+	stringstream noPUmcjzb;
2771	+
2772	+	stringstream mcjzbnoPU;
2773	+	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2774	+	mcjzb = noPUmcjzb.str();
2775	+	}
2776
2777	<	TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2777	>
2778	>	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2779	>
2780	>	TH1F *TZem  = systsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2781		TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2782		TH1F *TSem;
2783		TH1F *nTSem;
2784	<	TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2784	>	TH1F *TZeemm  = systsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2785		TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2786		TH1F *TSeemm;
2787		TH1F *nTSeemm;
2788
2789	<	if(PlottingSetup::RestrictToMassPeak) {
2790	<	TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2791	<	nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2792	<	TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2789	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2790	>	TSem    = systsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2791	>	nTSem   = systsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2792	>	TSeemm  = systsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2793		nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2794		}
2795
2796		TCanvas *tcan = new TCanvas("tcan","tcan");
2016	–
2797		tcan->SetLogy(1);
2798
2799		TZeemm->SetLineColor(kBlack);
#	Line 2022 | Line 2802 | void ttbar_sidebands_comparison(string m
2802		TZem->SetMarkerColor(kRed);
2803
2804
2805	<	if(PlottingSetup::RestrictToMassPeak) {
2805	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2806		TSem->SetLineColor(TColor::GetColor("#00A616"));
2807		TSeemm->SetLineColor(kMagenta+2);
2808		TSem->SetMarkerColor(TColor::GetColor("#00A616"));
#	Line 2032 | Line 2812 | void ttbar_sidebands_comparison(string m
2812		}
2813
2814		vector<TH1F*> histos;
2815	+	TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2816	+	TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2817		histos.push_back(TZem);
2818		histos.push_back(TZeemm);
2819	<	if(PlottingSetup::RestrictToMassPeak) {
2819	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2820	>	TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2821	>	TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2822		histos.push_back(TSem);
2823		histos.push_back(TSeemm);
2824		}
2825	<	draw_all_ttbar_histos(tcan,histos,"histo",0.04);
2825	>	draw_all_ttbar_histos(tcan,histos,"histo",1);
2826
2827		TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
2828		leg->AddEntry(TZeemm,"SFZP","l");
2829		leg->AddEntry(TZem,"OFZP","l");
2830	<	if(PlottingSetup::RestrictToMassPeak) {
2830	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2831		leg->AddEntry(TSeemm,"SFSB","l");
2832		leg->AddEntry(TSem,"OFSB","l");
2833		}
2834		leg->Draw("same");
2835		DrawMCPrelim(simulatedlumi);
2836		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison");
2053	–
2837		TH1F *TZemcopy = (TH1F*)TZem->Clone("TZemcopy");
2838		TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
2839	<	TH1F *TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
2840	<	TH1F *TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
2839	>	TH1F *TSeemmcopy;
2840	>	TH1F *TSemcopy;
2841	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2842	>	TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
2843	>	TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
2844	>	}
2845
2846		TZem->Divide(TZeemm);
2847		TZem->SetMarkerStyle(21);
2848	<	if(PlottingSetup::RestrictToMassPeak) {
2848	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2849		TSem->Divide(TZeemm);
2850		TSeemm->Divide(TZeemm);
2851		TSem->SetMarkerStyle(24);
2852		TSeemm->SetMarkerStyle(32);
2853	<	}
2853	>	}
2854
2855		tcan->SetLogy(0);
2856		TZem->GetYaxis()->SetRangeUser(0,2.5);
2857		TZem->GetYaxis()->SetTitle("ratio");
2858		TZem->Draw();
2859	<	if(PlottingSetup::RestrictToMassPeak) {
2859	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2860		TSem->Draw("same");
2861		TSeemm->Draw("same");
2862		}
2863
2864	<	float linepos=0.25;
2865	<	if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
2864	>	float linepos=emuncertONPEAK;
2865	>	if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
2866	>
2867		TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
2868		TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2869		TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
2870
2871	+	/*write_warning(__FUNCTION__,"These two lines are to be removed!");
2872	+	TLine *topalt = new TLine(binning[0],1.0+0.1,binning[binning.size()-1],1.0+0.1);
2873	+	TLine *bottomalt = new TLine(binning[0],1.0-0.1,binning[binning.size()-1],1.0-0.1);
2874	+	topalt->SetLineColor(kRed);topalt->SetLineStyle(3);
2875	+	bottomalt->SetLineColor(kRed);bottomalt->SetLineStyle(3);
2876	+	topalt->Draw("same");bottomalt->Draw("same");*/
2877	+
2878	+
2879		top->SetLineColor(kBlue);top->SetLineStyle(2);
2880		bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
2881		center->SetLineColor(kBlue);
#	Line 2090 | Line 2886 | void ttbar_sidebands_comparison(string m
2886
2887		TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
2888		leg2->AddEntry(TZem,"OFZP / SFZP","ple");
2889	<	if(PlottingSetup::RestrictToMassPeak) {
2889	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2890		leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
2891		leg2->AddEntry(TSem,"OFSB / SFZP","ple");
2892		}
#	Line 2103 | Line 2899 | void ttbar_sidebands_comparison(string m
2899		DrawMCPrelim(simulatedlumi);
2900		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
2901
2902	+	if (0) { // Turn this off: we don't need this
2903
2904	+	///-------------- second part: only look at the quantity we actually care about!
2905	+	TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2906	+	TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2907	+	rightsfzp->Add(leftsfzp,-1);
2908	+	TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2909	+	TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2910	+	rightofzp->Add(leftofzp,-1);
2911	+	TH1F *leftofsb;
2912	+	TH1F *rightofsb;
2913	+	TH1F *leftsfsb;
2914	+	TH1F *rightsfsb;
2915	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2916	+	leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2917	+	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2918	+	rightofsb->Add(leftofsb,-1);
2919	+	leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2920	+	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2921	+	rightsfsb->Add(leftsfsb,-1);
2922	+	}
2923
2924	<	///-------------- second part: only look at the quantity we actually care about!
2925	<	TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2926	<	TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2927	<	rightsfzp->Add(leftsfzp,-1);
2928	<	TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2929	<	TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2930	<	rightofzp->Add(leftofzp,-1);
2931	<	TH1F *leftofsb;
2932	<	TH1F *rightofsb;
2933	<	TH1F *leftsfsb;
2118	<	TH1F *rightsfsb;
2119	<	if(PlottingSetup::RestrictToMassPeak) {
2120	<	leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2121	<	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2122	<	rightofsb->Add(leftofsb,-1);
2123	<	leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2124	<	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2125	<	rightsfsb->Add(leftsfsb,-1);
2126	<	}
2924	>	tcan->SetLogy(1);
2925	>	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2926	>	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2927	>	rightsfzp->Draw("histo");
2928	>	rightofzp->Draw("histo,same");
2929	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2930	>	rightofsb->Draw("histo,same");
2931	>	rightsfsb->Draw("histo,same");
2932	>	}
2933	>	DrawMCPrelim(simulatedlumi);
2934
2935	<	tcan->SetLogy(1);
2936	<	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2937	<	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2938	<	rightsfzp->Draw("histo");
2939	<	rightofzp->Draw("histo,same");
2940	<	if(PlottingSetup::RestrictToMassPeak) {
2941	<	rightofsb->Draw("histo,same");
2942	<	rightsfsb->Draw("histo,same");
2136	<	}
2137	<	DrawMCPrelim(simulatedlumi);
2935	>	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2936	>	legA->AddEntry(rightsfzp,"SFZP","l");
2937	>	legA->AddEntry(rightofzp,"OFZP","l");
2938	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2939	>	legA->AddEntry(rightofsb,"SFSB","l");
2940	>	legA->AddEntry(rightsfsb,"OFSB","l");
2941	>	}
2942	>	legA->Draw();
2943
2944	<	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2140	<	legA->AddEntry(rightsfzp,"SFZP","l");
2141	<	legA->AddEntry(rightofzp,"OFZP","l");
2142	<	if(PlottingSetup::RestrictToMassPeak) {
2143	<	legA->AddEntry(rightofsb,"SFSB","l");
2144	<	legA->AddEntry(rightsfsb,"OFSB","l");
2145	<	}
2146	<	legA->Draw();
2944	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2945
2946	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2946	>	tcan->SetLogy(0);
2947	>	rightofzp->Divide(rightsfzp);
2948	>	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2949	>	rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2950	>	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2951	>	rightofzp->Draw();
2952	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2953	>	rightofsb->Divide(rightsfzp);
2954	>	rightsfsb->Divide(rightsfzp);
2955	>	rightofsb->Draw("same");
2956	>	rightsfsb->Draw("same");
2957	>	}
2958
2959	<	tcan->SetLogy(0);
2960	<	rightofzp->Divide(rightsfzp);
2961	<	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2962	<	rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
2963	<	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2964	<	rightofzp->Draw();
2965	<	if(PlottingSetup::RestrictToMassPeak) {
2966	<	rightofsb->Divide(rightsfzp);
2967	<	rightsfsb->Divide(rightsfzp);
2968	<	rightofsb->Draw("same");
2969	<	rightsfsb->Draw("same");
2970	<	}
2971	<
2972	<	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2973	<	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2974	<	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2975	<
2976	<	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2977	<	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2978	<	center2->SetLineColor(kBlue);
2979	<
2980	<	top2->Draw("same");
2981	<	center2->Draw("same");
2982	<	bottom2->Draw("same");
2983	<
2984	<	rightofzp->SetMarkerStyle(21);
2985	<	if(PlottingSetup::RestrictToMassPeak) {
2177	<	rightofsb->SetMarkerStyle(24);
2178	<	rightsfsb->SetMarkerStyle(32);
2179	<	}
2180	<
2181	<	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2182	<	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2183	<	if(PlottingSetup::RestrictToMassPeak) {
2184	<	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2185	<	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2186	<	}
2187	<	leg3->AddEntry(bottom,"syst. envelope","l");
2188	<	leg3->SetX1(0.25);leg3->SetX2(0.6);
2189	<	leg3->SetY1(0.65);
2959	>	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2960	>	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2961	>	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2962	>
2963	>	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2964	>	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2965	>	center2->SetLineColor(kBlue);
2966	>
2967	>	top2->Draw("same");
2968	>	center2->Draw("same");
2969	>	bottom2->Draw("same");
2970	>
2971	>	rightofzp->SetMarkerStyle(21);
2972	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2973	>	rightofsb->SetMarkerStyle(24);
2974	>	rightsfsb->SetMarkerStyle(32);
2975	>	}
2976	>
2977	>	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2978	>	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2979	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2980	>	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2981	>	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2982	>	}
2983	>	leg3->AddEntry(bottom,"syst. envelope","l");
2984	>	leg3->SetX1(0.25);leg3->SetX2(0.6);
2985	>	leg3->SetY1(0.65);
2986
2987	<	leg3->Draw("same");
2987	>	leg3->Draw("same");
2988
2989	<	DrawMCPrelim(simulatedlumi);
2990	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2989	>	DrawMCPrelim(simulatedlumi);
2990	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2991	>
2992	>	}
2993
2994		delete TZem;
2995		delete nTZem;
2996		delete TZeemm;
2997		delete nTZeemm;
2998	<	if(PlottingSetup::RestrictToMassPeak) {
2998	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2999		delete TSem;
3000		delete nTSem;
3001		delete TSeemm;
#	Line 2210 | Line 3008 | void ttbar_sidebands_comparison(string m
3008
3009		void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
3010		vector<float> nicer_binning;
3011	<	nicer_binning.push_back(-125);
3011	>
3012	>	/*  nicer_binning.push_back(-400);
3013	>	nicer_binning.push_back(-250);
3014	>	nicer_binning.push_back(-200);
3015	>	nicer_binning.push_back(-150);
3016	>	nicer_binning.push_back(-100);
3017	>	nicer_binning.push_back(-50);
3018	>	nicer_binning.push_back(-20);
3019	>
3020	>	nicer_binning.push_back(0);
3021	>	nicer_binning.push_back(20);
3022	>	nicer_binning.push_back(50);
3023	>	nicer_binning.push_back(100);
3024	>	nicer_binning.push_back(150);
3025	>	nicer_binning.push_back(200);
3026	>	nicer_binning.push_back(250);
3027	>	nicer_binning.push_back(400);*/
3028	>
3029		nicer_binning.push_back(-100);
2215	–	nicer_binning.push_back(-75);
3030		nicer_binning.push_back(-50);
3031		nicer_binning.push_back(-25);
3032		nicer_binning.push_back(0);
#	Line 2222 | Line 3036 | void ttbar_sidebands_comparison(string m
3036		nicer_binning.push_back(100);
3037		nicer_binning.push_back(125);
3038		nicer_binning.push_back(150);
3039	<	nicer_binning.push_back(175);
3039	>	//nicer_binning.push_back(175);
3040		nicer_binning.push_back(200);
3041	<	nicer_binning.push_back(230);
3042	<	nicer_binning.push_back(280);
3041	>	nicer_binning.push_back(250);
3042	>	nicer_binning.push_back(300);
3043		nicer_binning.push_back(400);
3044	+
3045		ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
3046		}
3047
3048
3049	<	void zjets_prediction_comparison() {
3050	<	// Do it without PU re-weighting
3051	<	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3052	<	stringstream resultsNoPU;
3053	<
3054	<	stringstream mcjzbnoPU;
3055	<	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,false);
3056	<	if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
3057	<	else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
3049	>	void zjets_prediction_comparison(string mcjzbWithPUa) {
3050	>	TCanvas *zcan = new TCanvas("zcan","zcan");
3051	>	//  zcan->SetLogy(1);
3052	>	TCut weightbackup=cutWeight;
3053	>
3054	>	bool UsePURW=false;
3055	>
3056	>
3057	>	string mcjzb;
3058	>	if(UsePURW) {
3059	>	mcjzb=mcjzbWithPUa;
3060	>	} else {
3061	>	// Do it without PU re-weighting
3062	>	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3063	>	stringstream resultsNoPU;
3064	>	stringstream noPUdatajzb;
3065	>	stringstream noPUmcjzb;
3066	>
3067	>	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
3068	>	dout << "The peak corrected JZB expression for MC without pileup is : " <<  noPUmcjzb.str() << endl;
3069	>
3070	>	mcjzb = noPUmcjzb.str();
3071	>
3072	>	cutWeight="1.0";
3073	>	}
3074
3075	<	string mcjzb = mcjzbnoPU.str();
3076	<	dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzb << endl;
3075	>
3076	>	vector<float> binning;
3077	>	binning.push_back(0);
3078	>	binning.push_back(10);
3079	>	binning.push_back(20);
3080	>	binning.push_back(40);
3081	>	binning.push_back(60);
3082	>	//   binning.push_back(50);
3083	>	//   binning.push_back(60);
3084	>	//   binning.push_back(70);
3085	>	//   binning.push_back(80);
3086	>	//   binning.push_back(90);
3087	>	binning.push_back(100);
3088
2247	–	TCut weightbackup=cutWeight;
2248	–	cutWeight="1.0";
2249	–	float sbg_min=0.;
2250	–	float sbg_max=100.;
2251	–	int sbg_nbins=5;
3089		float simulatedlumi = luminosity;//in pb please - adjust to your likings
3090
3091		TCut kPos((mcjzb+">0").c_str());
3092		TCut kNeg((mcjzb+"<0").c_str());
3093		string var( "abs("+mcjzb+")" );
3094	+
3095	+	TCut notTau("abs(genMID1)!=15");
3096	+	TCut ONLYTau("mll>20");
3097	+
3098
3099	<	TCut kcut(cutmass&&cutOSSF&&"pfJetGoodNum>2");
3100	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
3101	<	kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("DYJets"));
2261	<	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
2262	<	kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("DYJets"));
3099	>	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3100	>	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3101	>
3102		hJZBpos->SetLineColor(kBlack);
3103		hJZBneg->SetLineColor(kRed);
3104
3105	<	Int_t nbins = 5;
2267	<	Float_t xmax = 100.;
2268	<
2269	<
2270	<	TCanvas *zcan = new TCanvas("zcan","zcan");
2271	<	zcan->SetLogy(1);
2272	<
3105	>	hJZBpos->SetMinimum(1.0);
3106		hJZBpos->Draw("e1");
3107		hJZBneg->Draw("same,hist");
3108		hJZBpos->Draw("same,e1"); // So it's on top...
3109
3110	<	TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
3110	>	TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
3111		leg->AddEntry(hJZBpos,"Observed","pe");
3112		leg->AddEntry(hJZBneg,"Predicted","l");
3113		leg->Draw("same");
3114		DrawMCPrelim(simulatedlumi);
3115	<	CompleteSave(zcan,"Systematics/zjets_prediction");
3115	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
3116
3117		TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
3118		hratio->Divide(hJZBneg);
3119
3120	+	for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
3121	+	cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
3122	+	}
3123	+
3124		zcan->SetLogy(0);
3125	<	hratio->GetYaxis()->SetRangeUser(0,2.5);
3125	>	hratio->GetYaxis()->SetRangeUser(0,2.0);
3126		hratio->GetYaxis()->SetTitle("Observed/Predicted");
3127		hratio->Draw("e1");
3128
3129	<	TLine *top = new TLine(sbg_min,1.25,sbg_max,1.25);
3130	<	TLine *center = new TLine(sbg_min,1.0,sbg_max,1.0);
3131	<	TLine *bottom = new TLine(sbg_min,0.75,sbg_max,0.75);
3129	>	TLine *top = new TLine(binning[0],1.25,binning[binning.size()-1],1.25);
3130	>	TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
3131	>	TLine *bottom = new TLine(binning[0],0.75,binning[binning.size()-1],0.75);
3132
3133
3134		top->SetLineColor(kBlue);top->SetLineStyle(2);
#	Line 2302 | Line 3139 | void zjets_prediction_comparison() {
3139		center->Draw("same");
3140		bottom->Draw("same");
3141
3142	<	TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
3142	>	TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3143		leg2->AddEntry(hratio,"obs / pred","pe");
3144		leg2->AddEntry(bottom,"syst. envelope","l");
3145		leg2->Draw("same");
3146		DrawMCPrelim(simulatedlumi);
3147	<	CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
3147	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
3148	>
3149	>	TCut reducedNJets(cutnJets);
3150	>
3151	>	TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3152	>	TH1F *LcorrJZBeemm     = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3153	>	TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3154	>	TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3155	>
3156	>	TH1F *RcorrJZBSBem;
3157	>	TH1F *LcorrJZBSBem;
3158	>	TH1F *RcorrJZBSBeemm;
3159	>	TH1F *LcorrJZBSBeemm;
3160	>
3161	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3162	>	RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3163	>	LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3164	>	RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3165	>	LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3166	>	}
3167	>
3168	>	TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3169	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3170	>	Bpred->Add(RcorrJZBem,1.0/3.);
3171	>	Bpred->Add(LcorrJZBem,-1.0/3.);
3172	>	Bpred->Add(RcorrJZBSBem,1.0/3.);
3173	>	Bpred->Add(LcorrJZBSBem,-1.0/3.);
3174	>	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3175	>	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3176	>	} else {
3177	>	Bpred->Add(RcorrJZBem,1.0);
3178	>	Bpred->Add(LcorrJZBem,-1.0);
3179	>	}
3180	>
3181	>	Bpred->SetLineColor(kRed);
3182	>
3183	>	TAUhJZBpos->SetLineColor(kBlack);
3184	>	Bpred->SetLineColor(kRed);
3185	>
3186	>	TAUhJZBpos->SetMinimum(1.0);
3187	>	TAUhJZBpos->Draw("e1");
3188	>	Bpred->Draw("same,hist");
3189	>	TAUhJZBpos->Draw("same,e1");
3190	>
3191	>	TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
3192	>	TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
3193	>	TAUleg->AddEntry(Bpred,"Predicted","l");
3194	>	TAUleg->Draw("same");
3195	>	DrawMCPrelim(simulatedlumi);
3196	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
3197	>
3198	>	TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
3199	>	TAUhratio->Divide(Bpred);
3200	>
3201	>	for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
3202	>	cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << "   vs    predicted : " << Bpred->GetBinContent(i) << "   (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
3203	>	}
3204	>
3205	>	zcan->SetLogy(0);
3206	>	TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
3207	>	TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
3208	>	TAUhratio->Draw("e1");
3209	>
3210	>	top->Draw("same");
3211	>	center->Draw("same");
3212	>	bottom->Draw("same");
3213	>
3214	>	TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow #tau#tau",0.25,0.75,false);
3215	>	TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
3216	>	TAUleg2->AddEntry(bottom,"syst. envelope","l");
3217	>	TAUleg2->Draw("same");
3218	>	DrawMCPrelim(simulatedlumi);
3219	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
3220	>
3221	>	delete Bpred;
3222	>	delete TAUhJZBpos;
3223	>	delete LcorrJZBeemm;
3224	>	delete RcorrJZBem;
3225	>	delete LcorrJZBem;
3226	>
3227	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3228	>	delete RcorrJZBSBem;
3229	>	delete LcorrJZBSBem;
3230	>	delete RcorrJZBSBeemm;
3231	>	delete LcorrJZBSBeemm;
3232	>	}
3233	>
3234
3235		delete zcan;
3236		cutWeight=weightbackup;
#	Line 2333 | Line 3256 | void sideband_assessment(string datajzb,
3256		tout << "\\begin{tabular}{l|cc}" << endl;
3257		tout << "\\hline" << endl;
3258		tout << "& {\\OFZP} & {\\OFSB} \\\\\\hline" << endl;
3259	<	tout << "\\#(events) & "<<OFSB<<" & "<<OFZP<<"\\\\ \\hline" << endl;
3259	>	tout << "\\#(events) & "<<OFZP<<" & "<<OFSB<<"\\\\ \\hline" << endl;
3260		tout << "\\end{tabular}" << endl;
3261		tout << "\\end{center}" << endl;
3262		tout << "\\end{table}" << endl;
#	Line 2351 | Line 3274 | void make_table(samplecollection &coll,
3274
3275		TCanvas *cannie = new TCanvas("cannie","cannie");
3276
3277	<	for(int icut=0;icut<jzb_cuts.size();icut++) {
3277	>	for(int icut=0;icut<(int)jzb_cuts.size();icut++) {
3278		float currcut=jzb_cuts[icut];
3279		int nbins=1;float low=currcut;
3280		vector<int> mysample;
#	Line 2366 | Line 3289 | void make_table(samplecollection &coll,
3289		TH1F *RcorrJZBSBeemm;
3290		TH1F *LcorrJZBSBeemm;
3291
3292	<	if(PlottingSetup::RestrictToMassPeak) {
3292	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3293		RcorrJZBSBem   = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3294		LcorrJZBSBem   = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3295		RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
#	Line 2374 | Line 3297 | void make_table(samplecollection &coll,
3297		}
3298
3299		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3300	<	if(PlottingSetup::RestrictToMassPeak) {
3300	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3301		Bpred->Add(RcorrJZBem,1.0/3.);
3302		Bpred->Add(LcorrJZBem,-1.0/3.);
3303		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2410 | Line 3333 | void make_table(samplecollection &coll,
3333		//prediction part
3334		if(is_data) cout << "Data prediction & ";
3335		if(subselection!="none") cout << subselection << " prediction &";
3336	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3336	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3337
3338		cout << endl;
3339		//observation part
3340		if(is_data) cout << "Data observation & ";
3341		if(subselection!="none") cout << subselection << " observation &";
3342	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3342	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3343		cout << endl;
3344		cout << "_________________________________________________________________" << endl;
3345		delete cannie;
#	Line 2451 | Line 3374 | void JZBSelEff(string mcjzb, TTree* even
3374		int nbins = sizeof(xbins)/sizeof(float)-1;
3375		int markers[] = { 20, 26, 21, 24, 22, 25, 28 };
3376
3377	<	TH1F* heff  = new TH1F("heff", "JZB eff ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3378	<	TH1F* hgen  = new TH1F("hgen", "JZB gen ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3379	<	TH1F* hreco = new TH1F("hreco","JZB reco ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3377	>
3378	>	TH1F* heff  = new TH1F("heff", "JZB eff ; generator JZB [GeV]; efficiency",nbins,xbins);
3379	>	TH1F* hgen  = new TH1F("hgen", "JZB gen ; generator JZB [GeV]; efficiency",nbins,xbins);
3380	>	TH1F* hreco = new TH1F("hreco","JZB reco ; generator JZB [GeV]; efficiency",nbins,xbins);
3381
3382		TCut kgen(genMassCut&&"genZPt>0&&genNjets>2&&abs(genMID)==23"&&cutOSSF);
3383		TCut kreco(cutmass);
#	Line 2469 | Line 3393 | void JZBSelEff(string mcjzb, TTree* even
3393		TCanvas *can = new TCanvas("can","Canvas for JZB Efficiency",600,600);
3394		can->SetGridx(1);
3395		can->SetGridy(1);
3396	+	can->SetLeftMargin(0.16);
3397	+	can->SetRightMargin(0.05);
3398		TLegend *leg = make_legend("",0.6,0.2,false,0.89,0.5);
3399	+	leg->SetBorderSize(1);
3400	+	leg->SetLineColor(kBlack);
3401	+	leg->SetTextFont(62);
3402
3403	<
2475	<
2476	<	for ( int icut=0; icut<jzb_bins.size(); ++icut ) {
3403	>	for ( int icut=0; icut<(int)jzb_bins.size(); ++icut ) {
3404
3405		ostringstream selection;
3406		selection << mcjzb << ">" << jzb_bins[icut];
#	Line 2489 | Line 3416 | void JZBSelEff(string mcjzb, TTree* even
3416		}
3417
3418		heff->GetXaxis()->SetRangeUser(min, max);
3419	+	//    heff->GetXaxis()->SetLabelSize(0.05); // paper style. overruled.
3420	+	//    heff->GetYaxis()->SetLabelSize(0.05); // paper style. overruled.
3421	+	//    heff->GetXaxis()->SetTitleSize(0.06); // paper style. overruled.
3422	+	//    heff->GetYaxis()->SetTitleSize(0.06); // paper style. overruled.
3423		heff->SetMarkerStyle(markers[icut]);
3424		heff->Fit("func","Q+","same");
3425
#	Line 2500 | Line 3431 | void JZBSelEff(string mcjzb, TTree* even
3431
3432		// Store plot
3433		TH1F* h = (TH1F*)heff->Clone(hname);
3434	+	h->SetNdivisions(505,"X");
3435		if ( icut) h->Draw("same");
3436		else h->Draw();
3437		char htitle[256]; sprintf(htitle,"JZB > %3.0f GeV", jzb_bins[icut]);
#	Line 2520 | Line 3452 | void JZBSelEff(string mcjzb, TTree* even
3452		// Calls the above function for each signal sample
3453		void plot_jzb_sel_eff(string mcjzb, samplecollection &signalsamples, vector<float> bins )
3454		{
3455	<	for (int isignal=0; isignal<signalsamples.collection.size();isignal++) {
3455	>	for (int isignal=0; isignal<(int)signalsamples.collection.size();isignal++) {
3456		dout << "JZB selection efficiency curve: " << std::endl;
3457		JZBSelEff(mcjzb,(signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].samplename,bins); // Only for some selected samples
3458		}
3459		}
3460	+
3461	+	void qcd_plots(string datajzb, string mcjzb, vector<float> bins) {
3462	+	// What this function aims to do:
3463	+	// Illustrate cut flow for QCD (requiring only one lepton, requiring etc.)
3464	+	// Illustrate how little QCD is left over! i.e. make some pointless JZB plot with only QCD to visualize the fact that there's not much really.
3465	+	TCanvas *can = new TCanvas("can","can");
3466	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
3467	+	kinpad->cd();
3468
3469	+	string jzb=mcjzb;
3470	+
3471	+	float hi=400;
3472	+	bool use_signal=false;
3473	+	bool use_data=false;
3474	+
3475	+	bool is_data=false;
3476	+	int nbins=50;//100;
3477	+	float low=0;
3478	+	float high=500;
3479	+	int versok=false;
3480	+	if(gROOT->GetVersionInt()>=53000) versok=true;
3481	+
3482	+	TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
3483	+	TH1F *RcorrJZBeemm   = qcdsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3484	+	TH1F *LcorrJZBeemm   = qcdsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3485	+	TH1F *RcorrJZBem     = qcdsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3486	+	TH1F *LcorrJZBem     = qcdsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3487	+	blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
3488	+	blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
3489	+	blankback->GetXaxis()->CenterTitle();
3490	+	blankback->GetYaxis()->CenterTitle();
3491	+
3492	+	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
3493	+	TH1F *RcorrJZBSBem;
3494	+	TH1F *LcorrJZBSBem;
3495	+	TH1F *RcorrJZBSBeemm;
3496	+	TH1F *LcorrJZBSBeemm;
3497	+
3498	+	//  TH1F *RcorrJZBeemmNoS;
3499	+
3500	+	//these are for the ratio
3501	+	TH1F *JRcorrJZBeemm   = qcdsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3502	+	TH1F *JLcorrJZBeemm   = qcdsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3503	+	TH1F *JRcorrJZBem     = qcdsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3504	+	TH1F *JLcorrJZBem     = qcdsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3505	+
3506	+	TH1F *JRcorrJZBSBem;
3507	+	TH1F *JLcorrJZBSBem;
3508	+	TH1F *JRcorrJZBSBeemm;
3509	+	TH1F *JLcorrJZBSBeemm;
3510	+
3511	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3512	+	RcorrJZBSBem   = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3513	+	LcorrJZBSBem   = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3514	+	RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3515	+	LcorrJZBSBeemm = qcdsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3516	+
3517	+	//these are for the ratio
3518	+	JRcorrJZBSBem   = qcdsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3519	+	JLcorrJZBSBem   = qcdsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3520	+	JRcorrJZBSBeemm = qcdsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3521	+	JLcorrJZBSBeemm = qcdsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3522	+
3523	+	}
3524	+
3525	+	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
3526	+
3527	+	TH1F *Zjetspred = (TH1F*)LcorrJZBeemm->Clone("Zjetspred");
3528	+	TH1F *TTbarpred = (TH1F*)RcorrJZBem->Clone("TTbarpred");
3529	+
3530	+	TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3531	+	TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
3532	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3533	+	Bpred->Add(RcorrJZBem,1.0/3.);
3534	+	Bpred->Add(LcorrJZBem,-1.0/3.);
3535	+	Bpred->Add(RcorrJZBSBem,1.0/3.);
3536	+	Bpred->Add(LcorrJZBSBem,-1.0/3.);
3537	+	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3538	+	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3539	+
3540	+	TTbarpred->Scale(1.0/3);
3541	+	Zjetspred->Add(LcorrJZBem,-1.0/3.);
3542	+	Zjetspred->Add(LcorrJZBSBem,-1.0/3.);
3543	+	TTbarpred->Add(RcorrJZBSBem,1.0/3.);
3544	+	Zjetspred->Add(LcorrJZBSBeemm,-1.0/3.);
3545	+	TTbarpred->Add(RcorrJZBSBeemm,1.0/3.);
3546	+
3547	+	//these are for the ratio
3548	+	JBpred->Add(JRcorrJZBem,1.0/3.);
3549	+	JBpred->Add(JLcorrJZBem,-1.0/3.);
3550	+	JBpred->Add(JRcorrJZBSBem,1.0/3.);
3551	+	JBpred->Add(JLcorrJZBSBem,-1.0/3.);
3552	+	JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
3553	+	JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
3554	+	} else {
3555	+	Bpred->Add(RcorrJZBem,1.0);
3556	+	Bpred->Add(LcorrJZBem,-1.0);
3557	+
3558	+	Zjetspred->Add(LcorrJZBem,-1.0);
3559	+
3560	+	//these are for the ratio
3561	+	JBpred->Add(JRcorrJZBem,1.0);
3562	+	JBpred->Add(JLcorrJZBem,-1.0);
3563	+	}
3564	+
3565	+
3566	+	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
3567	+
3568	+	TLegend *legBpred = make_legend("",0.6,0.55,false);
3569	+	RcorrJZBeemm->Draw("e1x0,same");
3570	+	Bpred->Draw("hist,same");
3571	+	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
3572	+	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
3573	+	legBpred->AddEntry(Bpred,"MC predicted","l");
3574	+	if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
3575	+	if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
3576	+	legBpred->Draw();
3577	+	DrawMCPrelim();
3578	+
3579	+	//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
3580	+	string ytitle("ratio");
3581	+	if ( use_data==1 ) ytitle = "data/pred";
3582	+	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
3583	+
3584	+	TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
3585	+	TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
3586	+	TH1F *osof = qcdsamples.Draw("osof","pfJetGoodNum",1,0,100, "internal code", "events", cutOSOF ,mc, luminosity);
3587	+	TH1F *njossf = qcdsamples.Draw("njossf","pfJetGoodNum",1,0,100, "internal code", "events", cutnJets&&cutOSSF ,mc, luminosity);
3588	+	TH1F *njosof = qcdsamples.Draw("njosof","pfJetGoodNum",1,0,100, "internal code", "events", cutnJets&&cutOSOF ,mc, luminosity);
3589	+
3590	+	dout << "______________________________________________" << endl;
3591	+	dout << "QCD contribution: " << endl;
3592	+	dout << "Total number of events: " << allevents->Integral() << endl;
3593	+	dout << "OSSF events: " << ossf->Integral() << endl;
3594	+	dout << "OSOF events: " << osof->Integral() << endl;
3595	+	dout << "OSSF events with >=3 jets:" << njossf->Integral() << endl;
3596	+	dout << "OSOF events with >=3 jets:" << njosof->Integral() << endl;
3597	+	dout << "(note that no mass requirement has been imposed)" << endl;
3598	+
3599	+	dout << "______________________________________________" << endl;
3600	+	dout << "How QCD shows up in the different regions: " << endl;
3601	+	dout << "OSSF: " << endl;
3602	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3603	+	dout << "     Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3604	+	dout << "     sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
3605	+	} else {
3606	+	dout << "     " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3607	+	}
3608	+	dout << "OSOF: " << endl;
3609	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3610	+	dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3611	+	dout << "     sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
3612	+	} else {
3613	+	dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3614	+	}
3615	+	dout << "Therefore: " << endl;
3616	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3617	+	dout << "    Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
3618	+	dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
3619	+	dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
3620	+	dout << " = " << LcorrJZBeemm->Integral() + (1.0/3)*(RcorrJZBSBeemm->Integral() - LcorrJZBSBeemm->Integral() + RcorrJZBem->Integral() - LcorrJZBem->Integral() + RcorrJZBSBem->Integral() - LcorrJZBSBem->Integral()) << endl;
3621	+	} else {
3622	+	dout << "    Prediction increases by : " << LcorrJZBeemm->Integral();
3623	+	dout << " + (" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
3624	+	dout << " = " << LcorrJZBeemm->Integral() + RcorrJZBem->Integral() - LcorrJZBem->Integral() << endl;
3625	+	}
3626	+	dout << "    Observation increases by : " << RcorrJZBeemm->Integral() << endl;
3627	+
3628	+	dout << endl;
3629	+	for(int i=0;i<(int)bins.size();i++) {
3630	+	dout << " JZB > " << bins[i] << " : " << endl;
3631	+	dout << "    Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
3632	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3633	+	dout << "    Prediction increases by : " << LcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + (1.0/3)*(RcorrJZBSBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBSBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBSBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBSBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX())) << endl;
3634	+	} else {
3635	+	dout << "    Prediction increases by : " << LcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
3636	+	}
3637	+	}
3638	+
3639	+	delete can;
3640	+	delete allevents;
3641	+	if(ossf) delete ossf;
3642	+	if(RcorrJZBem) delete RcorrJZBem;
3643	+	if(LcorrJZBem) delete LcorrJZBem;
3644	+	if(RcorrJZBeemm) delete RcorrJZBeemm;
3645	+	if(LcorrJZBeemm) delete LcorrJZBeemm;
3646	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
3647	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
3648	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3649	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3650	+	}
3651	+
3652	+	void check_ptsanity() {
3653	+	TCanvas *ptsancan = new TCanvas("ptsancan","ptsancan",600,1800);
3654	+	TH1F *individualpt1histos[allsamples.collection.size()];
3655	+	TH1F *individualpt2histos[allsamples.collection.size()];
3656	+	TH1F *fpt1 = new TH1F("fpt1","fpt1",50,0,50);
3657	+	fpt1->GetYaxis()->SetRangeUser(0,1);
3658	+	fpt1->GetXaxis()->SetTitle("p_{T,1}");
3659	+	fpt1->GetXaxis()->CenterTitle();
3660	+
3661	+	TH1F *fpt2 = new TH1F("fpt2","fpt2",50,0,50);
3662	+	fpt2->GetXaxis()->SetTitle("p_{T,2}");
3663	+	fpt2->GetXaxis()->CenterTitle();
3664	+
3665	+	ptsancan->Divide(1,3);
3666	+	ptsancan->cd(1);
3667	+	float maxpt1entry=0;
3668	+	float maxpt2entry=0;
3669	+
3670	+	TLegend *leg = make_legend();
3671	+	leg->SetX1(0.0);
3672	+	leg->SetY1(0.0);
3673	+	leg->SetX2(1.0);
3674	+	leg->SetY2(1.0);
3675	+
3676	+
3677	+	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3678	+	string nowname=(allsamples.collection)[isample].filename;
3679	+	cout << "Drawing: " << nowname << " (sample " << isample+1 << " / " << allsamples.collection.size() << ")" << endl;
3680	+	individualpt1histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt1",50,0,50, "p_{T,1}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
3681	+	individualpt2histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt2",50,0,50, "p_{T,2}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
3682	+	individualpt1histos[isample]->SetLineColor(isample+1);
3683	+	individualpt2histos[isample]->SetLineColor(isample+1);
3684	+	float currmaxpt1entry=individualpt1histos[isample]->GetMaximum()/individualpt1histos[isample]->Integral();
3685	+	float currmaxpt2entry=individualpt2histos[isample]->GetMaximum()/individualpt2histos[isample]->Integral();
3686	+	cout << "      pt 1 histo contains; " << individualpt1histos[isample]->Integral() << endl;
3687	+	cout << "      pt 2 histo contains; " << individualpt2histos[isample]->Integral() << endl;
3688	+	if(currmaxpt1entry>maxpt1entry)maxpt1entry=currmaxpt1entry;
3689	+	if(currmaxpt2entry>maxpt2entry)maxpt2entry=currmaxpt2entry;
3690	+	leg->AddEntry(individualpt2histos[isample],((allsamples.collection)[isample].filename).c_str(),"f");
3691	+	}
3692	+
3693	+	fpt1->GetYaxis()->SetRangeUser(0,maxpt1entry);
3694	+	fpt2->GetYaxis()->SetRangeUser(0,maxpt2entry);
3695	+
3696	+	ptsancan->cd(1);
3697	+	fpt1->Draw();
3698	+	ptsancan->cd(2);
3699	+	fpt2->Draw();
3700	+
3701	+	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3702	+	ptsancan->cd(1);
3703	+	individualpt1histos[isample]->DrawNormalized("same,histo");
3704	+	ptsancan->cd(2);
3705	+	individualpt2histos[isample]->DrawNormalized("same,histo");
3706	+	}
3707	+	ptsancan->cd(3);
3708	+	leg->Draw();
3709	+	CompleteSave(ptsancan,"PtSanityCheck");
3710	+
3711	+	delete ptsancan;
3712	+	}
3713	+
3714	+	void do_mlls_plot(string mcjzb) {
3715	+	cout << "At this point we'd plot the mll distribution" << endl;
3716	+	TCanvas *sigcan = new TCanvas("sigcan","sigcan");
3717	+	for(int isig=0;isig<(int)(signalsamples.collection).size();isig++) {
3718	+	if(!(signalsamples.collection)[isig].events) continue;
3719	+	string nowname=(signalsamples.collection)[isig].filename;
3720	+	TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets,mc,luminosity,signalsamples.FindSample(nowname));
3721	+	//    TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events","",mc,luminosity,signalsamples.FindSample(nowname));
3722	+	mll->SetLineColor(TColor::GetColor("#04B404"));
3723	+	stringstream poscutS;
3724	+	poscutS << "((" << mcjzb <<")>50)";
3725	+	TCut poscut(poscutS.str().c_str());
3726	+	TH1F *mllP = signalsamples.Draw("mllhistoP","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets&&poscut,mc,luminosity,signalsamples.FindSample(nowname));
3727	+	mllP->SetLineColor(TColor::GetColor("#0040FF"));
3728	+	mll->Draw("histo");
3729	+	mllP->Draw("histo,same");
3730	+	TLegend *leg = make_legend();
3731	+	leg->SetY1(0.8);
3732	+	leg->AddEntry(mll,(signalsamples.collection)[isig].samplename.c_str(),"L");
3733	+	leg->AddEntry(mllP,((signalsamples.collection)[isig].samplename+", JZB>50").c_str(),"L");
3734	+	leg->Draw();
3735	+	TLine *lin = new TLine(71.2,0,71.2,mll->GetMaximum());
3736	+	TLine *lin2 = new TLine(111.2,0,111.2,mll->GetMaximum());
3737	+	lin->Draw("same");
3738	+	lin2->Draw("same");
3739	+
3740	+	CompleteSave(sigcan,"MllShape/"+(signalsamples.collection)[isig].samplename);
3741	+	delete mll;
3742	+	delete mllP;
3743	+	}
3744	+	}
3745	+
3746	+	void met_vs_jzb_plots(string datajzb, string mcjzb) {
3747	+
3748	+	TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
3749	+	canmetjzb->SetRightMargin(0.16);
3750	+
3751	+	vector<string> findme;
3752	+	findme.push_back("DY");
3753	+	findme.push_back("TTJets");
3754	+	findme.push_back("LM");
3755	+	/*
3756	+	for(int ifind=0;ifind<(int)findme.size();ifind++) {
3757	+	vector<int> selsamples = allsamples.FindSample(findme[ifind]);
3758	+	TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
3759	+	for(int isel=0;isel<(int)selsamples.size();isel++) {
3760	+	dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3761	+	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
3762	+	}
3763	+	metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
3764	+	metvsjzb->SetStats(0);
3765	+	metvsjzb->GetXaxis()->SetTitle("MET (GeV)");
3766	+	metvsjzb->GetYaxis()->SetTitle("JZB (GeV)");
3767	+	metvsjzb->GetXaxis()->CenterTitle();
3768	+	metvsjzb->GetYaxis()->CenterTitle();
3769	+	metvsjzb->Draw("COLZ");
3770	+	TText* title = write_text(0.5,0.95,allsamples.collection[selsamples[0]].samplename);
3771	+	title->SetTextAlign(12);
3772	+	title->Draw();
3773	+	CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
3774	+	}
3775	+	*/
3776	+
3777	+	dout << "About to produce MET plot for DY split up by JZB" << endl;
3778	+
3779	+	int nbins=14;
3780	+	float low=0;
3781	+	float high=140;
3782	+
3783	+	stringstream sLEFT;
3784	+	sLEFT << "((" << mcjzb << ")<0)";
3785	+	TCut LEFT(sLEFT.str().c_str());
3786	+	stringstream sRIGHT;
3787	+	sRIGHT << "((" << mcjzb << ")>0)";
3788	+	TCut RIGHT(sRIGHT.str().c_str());
3789	+
3790	+	TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3791	+	TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3792	+	TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3793	+	TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3794	+
3795	+
3796	+	TH1F *Bpred =  (TH1F*)metleft->Clone("Bpred");
3797	+	Bpred->Add(metleftO,-1);
3798	+	Bpred->Add(metrightO);
3799	+	TH1F *obs = (TH1F*)metright->Clone("obs");
3800	+
3801	+	metleft->Add(metleftO,-1);
3802	+	metright->Add(metrightO,-1);
3803	+
3804	+	metleft->SetLineColor(kRed);
3805	+	metright->SetLineColor(kBlack);
3806	+	TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
3807	+	metpad->cd();
3808	+	metpad->SetLogy(1);
3809	+	metleft->Draw("histo");
3810	+	metright->Draw("same");
3811	+	TLegend *lg = make_legend();
3812	+	lg->SetX1(0.5);
3813	+	lg->SetY1(0.7);
3814	+	lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
3815	+	lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
3816	+	lg->SetHeader("DY");
3817	+
3818	+	lg->Draw();
3819	+	save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
3820	+
3821	+	TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
3822	+	metpad3->cd();
3823	+	metpad3->SetLogy(1);
3824	+	Bpred->SetLineColor(kRed);
3825	+	Bpred->Draw("histo");
3826	+	obs->SetLineColor(kBlack);
3827	+	obs->Draw("same");
3828	+	TLegend *lg2 = make_legend();
3829	+	lg2->SetX1(0.5);
3830	+	lg2->SetY1(0.7);
3831	+	lg2->AddEntry(obs,"observed","P");
3832	+	lg2->AddEntry(Bpred,"predicted","L");
3833	+	lg2->SetHeader("DY");
3834	+
3835	+	lg2->Draw();
3836	+
3837	+	save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
3838	+
3839	+	TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
3840	+	metpad2->cd();
3841	+	metpad2->SetLogy(1);
3842	+
3843	+	TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3844	+	TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3845	+	TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3846	+	TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3847	+
3848	+	metlefta->Add(metleftOa,-1);
3849	+	metrighta->Add(metrightOa,-1);
3850	+
3851	+	metlefta->SetLineColor(kRed);
3852	+	metpad2->cd();
3853	+	metlefta->Draw("histo");
3854	+	metrighta->Draw("same");
3855	+	lg->Draw();
3856	+	save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
3857	+
3858	+	delete Bpred;
3859	+	delete obs;
3860	+
3861	+	float newhigh=300;
3862	+	int newNBins=30;
3863	+
3864	+	TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
3865	+	TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
3866	+	TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
3867	+	TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
3868	+	TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
3869	+
3870	+	TH1F *aBpred = (TH1F*)Ametleft->Clone("aBpred");
3871	+	aBpred->Add(AmetleftO,-1);
3872	+	aBpred->Add(AmetrightO);
3873	+	aBpred->SetLineColor(kRed);
3874	+
3875	+	TH1F *aobs = (TH1F*)Ametright->Clone("aobs");
3876	+	metpad4->cd();
3877	+	metpad4->SetLogy(1);
3878	+	aobs->Draw();
3879	+	aBpred->Draw("histo,same");
3880	+	aobs->Draw("same");
3881	+	lg->SetHeader("All MC");
3882	+	lg->Draw();
3883	+	save_with_ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
3884	+
3885	+
3886	+	delete lg;
3887	+	delete canmetjzb;
3888	+	delete metleft;
3889	+	delete metleftO;
3890	+	delete metright;
3891	+	delete metrightO;
3892	+	}
3893	+
3894
3895		void test() {
3896
3897		TCanvas *testcanv = new TCanvas("testcanv","testcanv");
3898		testcanv->cd();
3899	<	switch_overunderflow(true);
3899	>	//  switch_overunderflow(true);
3900		TH1F *ptdistr   = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
3901		switch_overunderflow(false);
3902		ptdistr->Draw();

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