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

Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.9 by buchmann, Tue Mar 27 09:53:08 2012 UTC vs.
Revision 1.47 by buchmann, Tue Aug 14 09:32:53 2012 UTC

#	Line 28 \| Line 28 \| void todo() {
28		dout << "Info : The pt requirement is currently set to " << (const char*) passtrig << endl;
29		dout << "Info : The mll requirement is currently set to " << (const char*) cutmass << endl;
30		dout << "Info : The lepton requirement is currently set to " << (const char*) leptoncut << endl;
31	+	dout << "Info : The weight applied to all MC is " << (const char*) cutWeight << endl;
32		}
33
34	<	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &DataSigma, stringstream &result, bool doPUreweighting = true )
34	>
35	>
36	>	void find_one_peak_combination(TCut specialcut, 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		TCanvas *tempcan = new TCanvas("tempcan","Temporary canvas for peak finding preparations");
46	<	TH1F *rawJZBeemmMC = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,mc, luminosity);
47	<	TH1F *rawJZBeemmData = allsamples.Draw("rawJZBeemmData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
48	<	TH1F *rawJZBemMC = allsamples.Draw("rawJZBemMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,mc, luminosity);
49	<	TH1F *rawJZBemData = allsamples.Draw("rawJZBemData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
46	>	TH1F *rawJZBeemmMC = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&specialcut,mc, luminosity);
47	>	TH1F *rawJZBeemmData = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&specialcut,data, luminosity);
48	>	TH1F *rawJZBemMC = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&specialcut,mc, luminosity);
49	>	TH1F *rawJZBemData = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&specialcut,data, luminosity);
50		TH1F *rawttbarjzbeemmMC;
51
52		if(method==doKM) {
53		//we only need this histo for the KM fitting...
54	<	rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,100, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("TTJet"));
55	<	MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
56	<	DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
54	>	rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
55	>	MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
56	>	DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
57	>	delete rawttbarjzbeemmMC;
58		}
59		else {
60		TH1F reducedMC = (TH1F)rawJZBeemmMC->Clone();
#	Line 55 \| Line 62 \| void find_peaks(float &MCPeak,float &MCP
62		reducedMC->Add(rawJZBemMC,-1);
63		reducedData->Add(rawJZBemData,-1);
64		//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)
65	<	MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
66	<	DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
67	<
65	>	MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
66	>	DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
67	>	delete reducedMC;
68	>	delete reducedData;
69		}
70
71		// Revert to original PU reweighting
#	Line 65 \| Line 73 \| void find_peaks(float &MCPeak,float &MCP
73
74		// MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
75		// DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
76	<	dout << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
77	<	result << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
78	<	dout << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
79	<	result << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
76	>	dout << " We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
77	>	result << " We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
78	>	dout << " We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
79	>	result << " We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
80	>	delete rawJZBeemmData;
81	>	delete rawJZBeemmMC;
82	>	delete rawJZBemData;
83	>	delete rawJZBemMC;
84		delete tempcan;
85		}
86
87	+	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb)
88	+	{
89	+
90	+	bool DoInvidualeemmPeaks=false;
91	+
92	+	float mcpeak, datapeak;
93	+	float mcpeakerr, datapeakerr;
94	+
95	+	float mceepeak,mcmmpeak;
96	+	float mceepeakerr,mcmmpeakerr;
97	+
98	+	float datammpeak,dataeepeak;
99	+	float datammpeakerr,dataeepeakerr;
100	+
101	+	float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
102	+
103	+	dout << "Finding global peak : " << endl;
104	+	find_one_peak_combination(TCut(""),mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
105	+
106	+	if(DoInvidualeemmPeaks) {
107	+	dout << "Finding peak for electrons : " << endl;
108	+	find_one_peak_combination(TCut("id1==0"),mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
109	+	dout << "Finding peak for muons : " << endl;
110	+	find_one_peak_combination(TCut("id1==1"),mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
111	+
112	+	datajzb << "(" << jzbvariabledata;
113	+	mcjzb << "(" << jzbvariablemc;
114	+
115	+	if(dataeepeak>0) datajzb << "- (id1==id2)(id1==0)" << TMath::Abs(dataeepeak) << " ";
116	+	else datajzb << "+ (id1==id2)(id1==0)" << TMath::Abs(dataeepeak) << " ";
117	+
118	+	if(datammpeak>0) datajzb << "- (id1==id2)(id1==1)" << TMath::Abs(datammpeak) << " ";
119	+	else datajzb << "+ (id1==id2)(id1==1)" << TMath::Abs(datammpeak) << " ";
120	+
121	+	if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
122	+	else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
123	+
124	+	datajzb << ")";
125	+
126	+	if(mceepeak>0) mcjzb << "- (id1==id2)(id1==0)" << TMath::Abs(mceepeak) << " ";
127	+	else mcjzb << "+ (id1==id2)(id1==0)" << TMath::Abs(mceepeak) << " ";
128	+
129	+	if(mcmmpeak>0) mcjzb << "- (id1==id2)(id1==1)" << TMath::Abs(mcmmpeak) << " ";
130	+	else mcjzb << "+ (id1==id2)(id1==1)" << TMath::Abs(mcmmpeak) << " ";
131	+
132	+	if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
133	+	else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
134	+
135	+	mcjzb << ")";
136	+	} else {
137	+	datajzb << "(" << jzbvariabledata;
138	+	mcjzb << "(" << jzbvariablemc;
139	+
140	+	if(datapeak>0) datajzb << "- " << TMath::Abs(datapeak) << " ";
141	+	else datajzb << "+ " << TMath::Abs(datapeak) << " ";
142	+
143	+	datajzb << ")";
144	+
145	+	if(mcpeak>0) mcjzb << "- " << TMath::Abs(mcpeak) << " ";
146	+	else mcjzb << "+ " << TMath::Abs(mcpeak) << " ";
147	+
148	+	mcjzb << ")";
149	+	}
150	+
151	+
152	+	}
153	+
154	+	void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
155	+	float min=70.0;
156	+	float max=115.0;
157	+	if(!PlottingSetup::RestrictToMassPeak) {
158	+	min=20;
159	+	max=300;
160	+	}
161	+	int nbins=int((max-min)/binWidth);
162	+
163	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
164	+
165	+	stringstream largerzeroS;
166	+	largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
167	+	TCut largerzeroD(largerzeroS.str().c_str());
168	+
169	+	stringstream smallerzeroS;
170	+	smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
171	+	TCut smallerzeroD(smallerzeroS.str().c_str());
172	+
173	+
174	+	stringstream largerzeroMS;
175	+	largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
176	+	TCut largerzeroM(largerzeroMS.str().c_str());
177	+
178	+	TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,data,luminosity);
179	+	THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
180	+	TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,data,luminosity);
181	+	TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,data,luminosity);
182	+	TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,data,luminosity);
183	+
184	+	TH1F *RcorrJZBSBem;
185	+	TH1F *LcorrJZBSBem;
186	+	TH1F *RcorrJZBSBeemm;
187	+	TH1F *LcorrJZBSBeemm;
188	+
189	+	// TH1F *RcorrJZBeemmNoS;
190	+
191	+	if(PlottingSetup::RestrictToMassPeak) {
192	+	RcorrJZBSBem = allsamples.Draw("RcorrJZBSBem", "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,data, luminosity);
193	+	LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem", "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,data, luminosity);
194	+	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,data, luminosity);
195	+	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,data, luminosity);
196	+	}
197	+
198	+	// Separate predictions
199	+	TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
200	+	TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
201	+	TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
202	+	if(PlottingSetup::RestrictToMassPeak) {
203	+	OFP->Scale(1.0/3.0);
204	+	OFP->Add(RcorrJZBSBem,1.0/3.);
205	+	OFP->Add(RcorrJZBSBeemm,1.0/3.);
206	+	OFN->Scale(1.0/3.0);
207	+	OFN->Add(LcorrJZBSBem,1.0/3.);
208	+	OFN->Add(LcorrJZBSBeemm,1.0/3.);
209	+	}
210	+
211	+	TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
212	+	Bpred->Add(OFP);
213	+	Bpred->Add(OFN,-1);
214	+	Bpred->SetLineColor(kRed);
215	+
216	+	RcorrJZBeemm->SetTitleOffset(1.3,"y");
217	+	RcorrJZBeemm->Draw();
218	+	mcRcorrJZBeemm.Draw("same");
219	+	Bpred->Draw("histo,same");
220	+	RcorrJZBeemm->Draw("same");
221	+
222	+	TLegend *leg = allsamples.allbglegend();
223	+	leg->SetX1(0.58);
224	+	leg->AddEntry(RcorrJZBeemm,"observed (data)","l");
225	+	leg->AddEntry(Bpred,"predicted (data)","l");
226	+	leg->Draw("same");
227	+
228	+	stringstream saveas;
229	+	saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
230	+	CompleteSave(ckin,saveas.str());
231	+
232	+	// Draw all predictions overlayed
233	+	unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
234	+	SFN->SetLineColor(kGreen+2);
235	+	SFN->SetLineStyle(2);
236	+	SFN->SetLineWidth(w);
237	+	OFP->SetLineColor(kBlue+2);
238	+	OFP->SetLineStyle(2);
239	+	OFP->SetLineWidth(w);
240	+	OFN->SetLineColor(kMagenta+2);
241	+	OFN->SetLineStyle(3);
242	+	OFN->SetLineWidth(w);
243	+
244	+	RcorrJZBeemm->Draw();
245	+	SFN->Draw("histo,same");
246	+	OFP->Draw("histo,same");
247	+	OFN->Draw("histo,same");
248	+	Bpred->Draw("histo,same");
249	+	RcorrJZBeemm->Draw("same");
250	+
251	+	TLegend *leg2 = make_legend("",0.52,0.7);
252	+	leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
253	+	leg2->AddEntry(Bpred,"predicted (data)","l");
254	+	leg2->AddEntry(SFN, " SF JZB<0","l");
255	+	leg2->AddEntry(OFN, " OF JZB<0","l");
256	+	leg2->AddEntry(OFP, " OF JZB>0","l");
257	+	leg2->Draw("same");
258	+
259	+	saveas.str("");
260	+	saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold << "_nomc";
261	+	CompleteSave(ckin,saveas.str());
262	+
263	+	delete RcorrJZBeemm;
264	+	delete LcorrJZBeemm;
265	+	delete RcorrJZBem;
266	+	delete LcorrJZBem;
267	+	if(PlottingSetup::RestrictToMassPeak) {
268	+	delete RcorrJZBSBeemm;
269	+	delete LcorrJZBSBeemm;
270	+	delete RcorrJZBSBem;
271	+	delete LcorrJZBSBem;
272	+	}
273	+	delete Bpred;
274	+	delete ckin;
275	+	}
276	+
277		void make_special_mll_plot(int nbins, float min, float max, bool logscale,string xlabel) {
278
279		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
#	Line 106 \| Line 308 \| void make_special_mll_plot(int nbins, fl
308		TIter next(bgleg->GetListOfPrimitives());
309		TObject* obj;
310		// Copy the nice bkgd legend skipping the "data"
311	<	while ( obj = next() )
311	>	while ( (obj = next()) )
312		if ( strcmp(((TLegendEntry*)obj)->GetObject()->GetName(),"datahistoOSSF") )
313		kinleg->GetListOfPrimitives()->Add(obj);
314
#	Line 125 \| Line 327 \| *void draw_ratio_plot(TH1 hdata, THStack**
327		TIter next(hmc.GetHists());
328		TObject* obj;
329		TH1* hratio = NULL;
330	<	while ( obj = next() ) {
330	>	while ( (obj = next()) ) {
331		if ( !hratio ) {
332		hratio = (TH1*)obj->Clone();
333		hratio->SetName("hratio");
#	Line 156 \| Line 358 \| *void draw_ratio_plot(TH1 hdata, THStack**
358		oneline->Draw("same");
359		}
360
361	+	void make_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, bool logscale,
362	+	string xlabel, string filename, bool isPF=true, bool plotratio=true, bool loadlastminmax=false, float legendPosition=0.3) {
363	+
364	+	TCut ibasiccut=basiccut;
365	+	bool draw_separation_lines=false;
366	+
367	+	if(isPF) ibasiccut=basiccut&&"pfjzb[0]>-998";
368	+
369	+	if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
370	+
371	+	TCut cutSF;
372	+	TCut cutOF;
373	+
374	+	cutOF=cutOSOF&&cutnJets&&ibasiccut;
375	+	cutSF=cutOSSF&&cutnJets&&ibasiccut;
376	+
377	+
378	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
379	+	ckin->SetLogy(logscale);
380	+	TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
381	+	TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
382	+	string signal("LM3");
383	+	TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
384	+	int idx = signalsamples.FindSample(signal)[0];
385	+	(signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
386	+	signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
387	+	signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
388	+	datahistoSF->SetMarkerSize(DataMarkerSize);
389	+	datahistoOF->SetLineColor(kRed);
390	+
391	+	if ( !logscale ) {
392	+	datahistoSF->SetMinimum(0); // Defaults
393	+	datahistoOF->SetMinimum(0); // Defaults
394	+	} else {
395	+	datahistoSF->SetMinimum(0.5);
396	+	datahistoOF->SetMinimum(0.5);
397	+	}
398	+	if (logscale) {
399	+	datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
400	+	datahistoOF->SetMaximum(5.3*datahistoSF->GetMaximum());
401	+	} else {
402	+	datahistoSF->SetMaximum(2.0*datahistoSF->GetMaximum());
403	+	datahistoOF->SetMaximum(2.0*datahistoOF->GetMaximum());
404	+	}
405	+
406	+	datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
407	+	datahistoOF->GetXaxis()->SetTitle(xlabel.c_str());
408	+	signalhisto->GetXaxis()->SetTitle(xlabel.c_str());
409	+	datahistoSF->GetYaxis()->SetTitle("N. Events");
410	+	datahistoOF->GetYaxis()->SetTitle("N. Events");
411	+	signalhisto->GetYaxis()->SetTitle("N. Events");
412	+	datahistoSF->GetXaxis()->CenterTitle();
413	+	datahistoOF->GetXaxis()->CenterTitle();
414	+	signalhisto->GetXaxis()->CenterTitle();
415	+	datahistoSF->GetYaxis()->CenterTitle();
416	+	datahistoOF->GetYaxis()->CenterTitle();
417	+	signalhisto->GetYaxis()->CenterTitle();
418	+
419	+	TLegend *mleg = new TLegend(0.2+legendPosition, 0.72, 0.55+legendPosition, 0.87, legendTitle.c_str());
420	+	mleg->SetFillColor(kWhite);
421	+	mleg->SetTextFont(42);
422	+	mleg->SetTextSize(0.048);
423	+	mleg->SetLineWidth(0);
424	+	mleg->SetBorderSize(0);
425	+	mleg->AddEntry(datahistoSF, "S. Flavor", "PL");
426	+	mleg->AddEntry(datahistoOF, "O. Flavor", "L");
427	+	mleg->AddEntry(signalhisto, "LM3", "L");
428	+
429	+	datahistoSF->Draw("E1");
430	+	datahistoOF->Draw("HIST,SAMES");
431	+	signalhisto->Draw("HIST,SAMES");
432	+	mleg->Draw();
433	+	DrawPrelim();
434	+	CompleteSave(ckin, "./SFOF/" + filename);
435	+
436	+	datahistoSF->Delete();
437	+	datahistoOF->Delete();
438	+	signalhisto->Delete();
439	+	delete mleg;
440	+	delete ckin;
441	+
442	+	}
443	+
444	+
445	+
446		float lastrange_min=0;
447		float lastrange_max=0;
448
#	Line 186 \| Line 473 \| void make_kin_plot(string variable, stri
473		TCut cut;
474		cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
475		if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
476	+	if(filename=="nJets_osof") cut=cutmass&&cutOSOF&&ibasiccut;
477		if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
478		if(filename=="mll") {
479		cut=cutOSSF&&cutnJets&&ibasiccut;
#	Line 197 \| Line 485 \| void make_kin_plot(string variable, stri
485		draw_separation_lines=true;
486		}
487		if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
488	<	if(filename=="mll_aboveJZB100") cut=cutOSSF&&cutnJets&&ibasiccut;
488	>	if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
489	>	if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
490	>	if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
491	>	if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
492		if(filename=="mll_inclusive"\|\|filename=="mll_inclusive_highrange") cut=cutOSSF;
493		if(filename=="mll_inclusive_osof") cut=cutOSOF;
494		if(filename=="mll_inclusive_ee") cut=cutOSSF&&"id1==0";
#	Line 209 \| Line 500 \| void make_kin_plot(string variable, stri
500		ckin->SetLogy(logscale);
501		TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
502		datahisto->SetMarkerSize(DataMarkerSize);
503	<	THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
503	>	if ( !logscale ) datahisto->SetMinimum(0); // Defaults
504	>	else datahisto->SetMinimum(0.5);
505	>	// Custom max.
506	>	if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
507		if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
508		if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
509	<	if(filename=="mll_inclusive") datahisto->SetMinimum(1);
509	>	if(filename=="mll_inclusive"\|\|filename=="mll_inclusive_mm"\|\|filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
510		if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
511		if(filename=="mll_osof") datahisto->SetMinimum(9);
512	+	if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
513	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
514
219	–	datahisto->SetMaximum(5.3*datahisto->GetMaximum());
220	–	datahisto->Draw("e1");
221	–	ckin->Update();
515		if(loadlastminmax) {
516		datahisto->SetMinimum(lastrange_min);
517		datahisto->SetMaximum(lastrange_max);
#	Line 228 \| Line 521 \| void make_kin_plot(string variable, stri
521		}
522		}
523
524	+	// Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
525	+	string signal("LM3");
526	+	TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
527	+	int idx = signalsamples.FindSample(signal)[0];
528	+	(signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
529	+	signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
530	+	signalhisto->SetLineColor(kOrange);
531	+
532	+	THStack mcstack = allsamples.DrawStack("mcstack", variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
533	+	datahisto->Draw("e1");
534	+	ckin->Update();
535		mcstack.Draw("same");
536	+
537		datahisto->Draw("same,e1");
538		TLegend *kinleg = allsamples.allbglegend();
539		kinleg->Draw();
#	Line 271 \| Line 576 \| void make_kin_plot(string variable, stri
576		kinpad->SetLogy(logscale);
577		datahisto->Draw("e1");
578		mcstack.Draw("same");
579	+	signalhisto->Draw("same");
580		datahisto->Draw("same,e1");
581		datahisto->Draw("same,axis");
582		if(RestrictToMassPeak&&draw_separation_lines) {
#	Line 278 \| Line 584 \| void make_kin_plot(string variable, stri
584		upperboundary->Draw("same");
585		}
586
587	+	kinleg->AddEntry("signalhisto",signal.c_str(),"l");
588		kinleg->Draw();
589		write_cut->Draw();
590		DrawPrelim();
#	Line 295 \| Line 602 \| void make_kin_plot(string variable, stri
602		delete ckin;
603		}
604
605	<
299	<	void make_JES_plot() {
605	>	void make_JES_plot(TCut cut, string name) {
606
607		int nbins=10;
608		float min=-0.5;
609		float max = 9.5;
610		bool logscale=true;
611		string xlabel="nJets";
306	–	TCut cut=cutmass&&cutOSSF&&basiccut;
612
613		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
614		ckin->SetLogy(logscale);
615	<	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
615	>	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
616		datahisto->SetMarkerSize(DataMarkerSize);
617	<	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
618	<	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
619	<	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
617	>	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
618	>	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
619	>	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
620
621		datahisto->SetMinimum(1);
622		datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
#	Line 336 \| Line 641 \| void make_JES_plot() {
641		TLegend *kinleg = allsamples.allbglegend();
642		kinleg->AddEntry(JESunc,"JES uncertainty","f");
643		kinleg->Draw();
644	<	CompleteSave(ckin,"Systematics/JES");
644	>	CompleteSave(ckin,"Systematics/JES"+name);
645		datahisto->Delete();
646		delete ckin;
647
#	Line 347 \| Line 652 \| void do_kinematic_plots(string mcjzb, st
652		bool dolog=true;
653		bool nolog=false;
654		if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
655	<	float mll_low=40;
655	>	float mll_low=50;
656		float mll_hi=160;
657		if(!PlottingSetup::RestrictToMassPeak) {
658	<	mll_low=30;
659	<	mll_hi=180;
658	>	mll_low=20;
659	>	mll_hi=300;
660		}
661	+
662	+	make_OFSF_plot("pfJetGoodNum40", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 5, 3, 8, true, "N. jets", "njetsLow", false, false, false, 0.2);
663	+	make_OFSF_plot("pfJetGoodNum40", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 5, 3, 8, true, "N. jets", "njetsMed", false, false, false, 0.2);
664	+	make_OFSF_plot("pfJetGoodPt[0]/pfJetGoodPt[1]", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2Low", false, false, false, 0.2);
665	+	make_OFSF_plot("pfJetGoodPt[0]/pfJetGoodPt[1]", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2Med", false, false, false, 0.2);
666	+	make_OFSF_plot("TMath::Abs(pfJetDphiMet[0])", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "\|#Delta#phi(jet1,MET)\|", "dphijetmetLow", false, false, false, 0.0);
667	+	make_OFSF_plot("TMath::Abs(pfJetDphiMet[0])", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "\|#Delta#phi(jet1,MET)\|", "dphijetmetMed", false, false, false, 0.0);
668	+	make_OFSF_plot("TMath::Abs(dphi)", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "\|#Delta#phi(l1,l2)\|", "dphiLow", false, false, false, 0.2);
669	+	make_OFSF_plot("TMath::Abs(dphi)", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "\|#Delta#phi(l1,l2)\|", "dphiMed", false, false, false, 0.2);
670	+	make_OFSF_plot("TMath::Abs(dphiMet1)", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "\|#Delta#phi(l1,MET)\|", "dphiMet1Low", false, false, false, 0.2);
671	+	make_OFSF_plot("TMath::Abs(dphiMet1)", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "\|#Delta#phi(l1,MET)\|", "dphiMet1Med", false, false, false, 0.2);
672	+	make_OFSF_plot("TMath::Abs(dphiMet2)", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "\|#Delta#phi(l2,MET)\|", "dphiMet2Low", false, false, false, 0.2);
673	+	make_OFSF_plot("TMath::Abs(dphiMet2)", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "\|#Delta#phi(l2,MET)\|", "dphiMet2Med", false, false, false, 0.2);
674	+	make_OFSF_plot("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "Min(\|#Delta#phi(l,MET)\|)", "dphilcLow", false, false, false, 0.2);
675	+	make_OFSF_plot("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "Min(\|#Delta#phi(l,MET)\|)", "dphilcMed", false, false, false, 0.2);
676	+	make_OFSF_plot("TMath::Min(TMath::Abs(pfJetDphiMet[0]), TMath::Min(TMath::Abs(pfJetDphiMet[1]), TMath::Abs(pfJetDphiMet[2])))", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "Min(\|#Delta#phi(jet,MET)\|)", "dphijcLow", false, false, false, 0.2);
677	+	make_OFSF_plot("TMath::Min(TMath::Abs(pfJetDphiMet[0]), TMath::Min(TMath::Abs(pfJetDphiMet[1]), TMath::Abs(pfJetDphiMet[2])))", "mll>20&&mll<40&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "Min(\|#Delta#phi(jet,MET)\|)", "dphijcMed", false, false, false, 0.2);
678	+	make_OFSF_plot("TMath::Min((TMath::Pi()-TMath::Abs(dphiMet1)), (TMath::Pi() - TMath::Abs(dphiMet2)))", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "Min(#Pi - \|#Delta#phi(l,MET)\|)", "dphilcoLow", false, false, false, 0.2);
679	+	make_OFSF_plot("TMath::Min((TMath::Pi()-TMath::Abs(dphiMet1)), (TMath::Pi() - TMath::Abs(dphiMet2)))", "mll>20&&mll<40&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "Min(#Pi - \|#Delta#phi(l,MET)\|)", "dphilcoMed", false, false, false, 0.2);
680	+	make_OFSF_plot("TMath::Min((TMath::Pi()-TMath::Abs(pfJetDphiMet[0])), TMath::Min( (TMath::Pi()-TMath::Abs(pfJetDphiMet[1])), (TMath::Pi() - TMath::Abs(pfJetDphiMet[2]))))", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "Min(#Pi - \|#Delta#phi(jet,MET)\|)", "dphijcoLow", false, false, false, 0.2);
681	+	make_OFSF_plot("TMath::Min((TMath::Pi()-TMath::Abs(pfJetDphiMet[0])), TMath::Min( (TMath::Pi()-TMath::Abs(pfJetDphiMet[1])), (TMath::Pi() - TMath::Abs(pfJetDphiMet[2]))))", "mll>20&&mll<40&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "Min(#Pi - \|#Delta#phi(jet,MET)\|)", "dphijcoMed", false, false, false, 0.2);
682	+
683	+
684	+
685	+	make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
686	+
687		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
688		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
689		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
690		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
691	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
692	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
693	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
694	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
695	<	make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
365	<	make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
366	<	make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
367	<	make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
368	<	make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
369	<	make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
370	<	make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
371	<	make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
372	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets",doPF);
373	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
691	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
692	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
693	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
694	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
695	>	make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
696		if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
697	+
698	+	make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
699	+	make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"\|#Delta#phi(jet1,MET)\|","dphiJ1MET",doPF,true);
700	+
701	+	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets",doPF);
702	+	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
703	+	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
704	+
705	+	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
706	+	// make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
707	+	// make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
708	+	make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
709	+	make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
710	+	make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
711	+	make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
712	+	make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
713		stringstream jzbcut;
714		jzbcut << "((is_data&&("<<datajzb<<")>100)\|\|(!is_data&&("<<mcjzb<<")>100))";
715	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
715	>	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
716	>	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);
717	>	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);
718	>	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);
719	>	stringstream jzbcut2;
720	>	jzbcut2 << "((is_data&&("<<datajzb<<")>150)\|\|(!is_data&&("<<mcjzb<<")>150))";
721	>	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
722	>	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);
723	>	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);
724	>	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);
725	>	stringstream jzbcut3;
726	>	jzbcut3 << "((is_data&&("<<datajzb<<")>50)\|\|(!is_data&&("<<mcjzb<<")>50))";
727	>	make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
728	>	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);
729	>	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);
730	>	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);
731	>
732	>	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",doPF,true);
733	>
734	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
735	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
736	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
737	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
738	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
739	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
740	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
741	>
742	>	make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
743	>	make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
744	>
745	>
746		}
747
748		void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
749		int nbins, float xmin, float xmax, bool log,
750		float ymin=0, float ymax=0, bool leftJustified=false ) {
751	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
751	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
752
753		TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
754		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__));
755	<	if(var=="numVtx") cutWeight=TCut("1.0");
755	>	//if(var=="numVtx") cutWeight=TCut("1.0");
756		TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
757		TCut jzbMC[] = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
758
#	Line 408 \| Line 776 \| void make_comp_plot( string var, string
776		TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
777		ccomp->SetLogy(log);
778		TH1F *datahisto = allsamples.Draw("datahisto", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
779	<	TH1F *lm4histo = signalsamples.Draw("lm4histo", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
779	>	TH1F *lm3histo = signalsamples.Draw("lm3histo", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
780		THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb], mc, luminosity);
781		datahisto->SetMarkerSize(DataMarkerSize);
782		if (ymax>ymin) datahisto->SetMaximum(ymax);
783	<	lm4histo->SetLineStyle(2);
783	>	lm3histo->SetLineStyle(2);
784		datahisto->Draw("e1");
785		mcstack.Draw("same");
786		datahisto->Draw("same,e1");
787	<	// lm4histo->Draw("hist,same");
787	>	lm3histo->Draw("hist,same");
788		TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
789		if ( leftJustified ) {
790		Float_t w = kinleg->GetX2()-kinleg->GetX1();
791		kinleg->SetX1(0.2);
792		kinleg->SetX2(0.2+w);
793		}
794	<	// kinleg->AddEntry(lm4histo,"LM4","l");
794	>	kinleg->AddEntry(lm3histo,"LM3","l");
795		kinleg->Draw();
796		TText* write_variable = write_text(0.99,0.01,var);
797		write_variable->SetTextAlign(31);
#	Line 432 \| Line 800 \| void make_comp_plot( string var, string
800		CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
801		delete datahisto;
802		delete ccomp;
803	<	delete lm4histo;
803	>	delete lm3histo;
804		}
805		cutWeight=weightbackup;
806		}
#	Line 442 \| Line 810 \| void region_comparison_plots(string mcjz
810		dout << "Creating comparison plots for signal and control regions" << endl;
811		// Compare a few quantities in the signal region and all 7 control regions
812
813	<	switch_overunderflow(true); // switching overflow/underflow bins on
813	>	// switch_overunderflow(true); // switching overflow/underflow bins on
814
815
816		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
817	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
817	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
818		float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
819		float mll_low=50;float mll_high=170;
820		if(!PlottingSetup::RestrictToMassPeak) {
821	<	mll_high=200;
822	<	mll_low=50;
821	>	mll_high=300;
822	>	mll_low=20;
823		}
824	<	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
824	>	make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
825	>	make_comp_plot("TMath::Abs(pfJetDphiMet[0])","\|#Delta#phi(jet1,MET)\|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
826	>
827	>	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
828		make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
829	<	make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
829	>	make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
830	>	make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
831		make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
832	<	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
832	>	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
833		make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
834		make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
835	+	make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
836	+	make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
837		}
838
839		switch_overunderflow(false); // switching overflow/underflow bins off
#	Line 753 \| Line 1127 \| if you want to start from scratch (witho
1127		return return_functions;
1128		}
1129
1130	<	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false )
1130	>	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
1131		{
1132	+	// switch_overunderflow(true);
1133		bool is_data=false;
1134		bool use_signal=false;
1135		if(use_data==1) is_data=true;
#	Line 763 \| Line 1138 \| void do_prediction_plot(string jzb, TCan
1138		if(is_data) nbins=50;
1139		float low=0;
1140		float hi=500;
1141	+
1142		TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
1143		TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1144		TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1145		TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1146		TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1147	+
1148		blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
1149		blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
1150		blankback->GetXaxis()->CenterTitle();
#	Line 782 \| Line 1159 \| void do_prediction_plot(string jzb, TCan
1159		TH1F *RcorrJZBeemmNoS;
1160
1161		//these are for the ratio
1162	+
1163		TH1F *JRcorrJZBeemm = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1164		TH1F *JLcorrJZBeemm = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1165		TH1F *JRcorrJZBem = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
#	Line 800 \| Line 1178 \| void do_prediction_plot(string jzb, TCan
1178		LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1179		RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1180		LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1181	<
1181	>
1182		//these are for the ratio
1183		JRcorrJZBSBem = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1184		JLcorrJZBSBem = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1185		JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1186		JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
809	–
1187		}
1188
1189		TH1F *lm4RcorrJZBeemm;
1190	<	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"));
1190	>	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"));
1191
1192		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
1193
#	Line 819 \| Line 1196 \| void do_prediction_plot(string jzb, TCan
1196
1197		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
1198		TH1F JBpred = (TH1F)JLcorrJZBeemm->Clone("Bpred");
1199	+
1200	+	TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
1201	+	ClearHisto(BpredSys);
1202	+
1203		if(PlottingSetup::RestrictToMassPeak) {
1204		Bpred->Add(RcorrJZBem,1.0/3.);
1205		Bpred->Add(LcorrJZBem,-1.0/3.);
#	Line 841 \| Line 1222 \| void do_prediction_plot(string jzb, TCan
1222		JBpred->Add(JLcorrJZBSBem,-1.0/3.);
1223		JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
1224		JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
1225	+
1226	+	//Systematics:
1227	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertONPEAK*zjetsestimateuncertONPEAK);
1228	+	AddSquared(BpredSys,JRcorrJZBem,emuncertONPEAKemuncertONPEAK(1.0/9));
1229	+	AddSquared(BpredSys,JLcorrJZBem,emuncertONPEAKemuncertONPEAK(1.0/9));
1230	+	AddSquared(BpredSys,JRcorrJZBSBem,emsidebanduncertONPEAKemsidebanduncertONPEAK(1.0/9));
1231	+	AddSquared(BpredSys,JLcorrJZBSBem,emsidebanduncertONPEAKemsidebanduncertONPEAK(1.0/9));
1232	+	AddSquared(BpredSys,JRcorrJZBSBeemm,eemmsidebanduncertONPEAKeemmsidebanduncertONPEAK(1.0/9));
1233	+	AddSquared(BpredSys,JLcorrJZBSBeemm,eemmsidebanduncertONPEAKeemmsidebanduncertONPEAK(1.0/9));
1234		} else {
1235		Bpred->Add(RcorrJZBem,1.0);
1236		Bpred->Add(LcorrJZBem,-1.0);
#	Line 850 \| Line 1240 \| void do_prediction_plot(string jzb, TCan
1240		//these are for the ratio
1241		JBpred->Add(JRcorrJZBem,1.0);
1242		JBpred->Add(JLcorrJZBem,-1.0);
1243	+
1244	+	//Systematics
1245	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertOFFPEAK*zjetsestimateuncertOFFPEAK);
1246	+	AddSquared(BpredSys,JRcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1247	+	AddSquared(BpredSys,JLcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1248	+
1249		}
1250
1251	<
1251	>	SQRT(BpredSys);
1252	>	BpredSys->Divide(JBpred);
1253	>
1254
1255		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
1256		TH1F Tpred = (TH1F)RcorrJZBem->Clone("Bpred");
#	Line 897 \| Line 1295 \| void do_prediction_plot(string jzb, TCan
1295		blankback->Draw();
1296		if(use_data==1)
1297		{
1298	+	//Bpred->SetLineWidth(3); //paper style.overruled.
1299	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style.overruled.
1300		analytical_function = do_extended_fit_to_plot(Bpred,Tpred,LcorrJZBeemm,LcorrJZBem,is_data);
1301		kinpad->cd();//necessary because the extended fit function creates its own canvas
1302		RcorrJZBeemm->Draw("e1x0,same");
1303
1304		Bpred->Draw("hist,same");
1305	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1305	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1306		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1307	+	lm4RcorrJZBeemm->Draw("hist,same");
1308		legBpred->AddEntry(RcorrJZBeemm,"observed","p");
1309		legBpred->AddEntry(Bpred,"predicted","l");
1310	<	legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1311	<	legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1312	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1310	>	// legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1311	>	// legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1312	>	legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
1313		legBpred->Draw();
1314		DrawPrelim();
1315
1316		//this plot shows what the prediction is composed of
1317	<	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1318	<	specialcanv->SetLogy(1);
1319	<	Zjetspred->SetFillColor(kYellow);
1320	<	Zjetspred->SetLineColor(kYellow);
1321	<	TTbarpred->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1322	<	TTbarpred->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1317	>	TPad *predcomppad = new TPad("predcomppad","predcomppad",0,0,1,1);
1318	>	float CurrentBpredLineWidth=Bpred->GetLineWidth();
1319	>	Bpred->SetLineWidth(2);
1320	>	predcomppad->cd();
1321	>	predcomppad->SetLogy(1);
1322	>
1323	>	TH1F jzbnegative = (TH1F)LcorrJZBeemm->Clone("jzbnegative");
1324	>	TH1F sidebandsemu = (TH1F)Bpred->Clone("sidebandsemu");
1325	>	sidebandsemu->Add(jzbnegative,-1);
1326	>
1327	>	jzbnegative->SetFillColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
1328	>	jzbnegative->SetLineColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
1329	>	sidebandsemu->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1330	>	sidebandsemu->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1331	>
1332		THStack predcomposition("predcomposition","prediction composition");
1333	<	predcomposition.Add(TTbarpred);
1334	<	predcomposition.Add(Zjetspred);
1333	>	predcomposition.Add(sidebandsemu);
1334	>	predcomposition.Add(jzbnegative);
1335		blankback->Draw();
1336		RcorrJZBeemm->Draw("e1x0,same");
1337		predcomposition.Draw("histo,same");//
1338		Bpred->Draw("hist,same");
1339	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1339	>	// analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1340		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1341	<	legBpred->Draw();
1341	>	// lm4RcorrJZBeemm->SetLineColor(kOrange+1);
1342	>	lm4RcorrJZBeemm->SetLineWidth(2);
1343	>	//lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
1344	>	lm4RcorrJZBeemm->Draw("histo,same");
1345		DrawPrelim();
1346	<	TLegend *specialleg = new TLegend(0.6,0.4,0.89,0.55);
1347	<	specialleg->SetFillColor(kWhite);specialleg->SetLineColor(kWhite);
1348	<	specialleg->AddEntry(Zjetspred,"Z+Jets prediction","f");
1349	<	specialleg->AddEntry(TTbarpred,"t#bar{t} prediction","f");
1350	<	specialleg->Draw("same");
1351	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionComposition");
1352	<
1353	<	THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1346	>	TLegend *speciallegBpred = make_legend("",0.45,0.55);
1347	>	//TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
1348	>	speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
1349	>	speciallegBpred->AddEntry(Bpred,"Total background","l");
1350	>	speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
1351	>	if(PlottingSetup::RestrictToMassPeak) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1352	>	else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
1353	>	// speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
1354	>	speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1355	>	speciallegBpred->Draw();
1356	>	save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
1357	>
1358	>	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1359	>	specialcanv->SetLogy(1);
1360	>	// THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1361		blankback->Draw();
1362	<	kostack.Draw("same");
1362	>	// kostack.Draw("same");
1363	>	predcomposition.Draw();
1364		Bpred->Draw("hist,same");
1365	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1365	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1366		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1367		legBpred->Draw();
1368		DrawPrelim();
1369	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionCompositioninMC");
1369	>	CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
1370	>	Bpred->SetLineWidth((int)CurrentBpredLineWidth);
1371
1372	<	delete specialcanv;
1373	<	delete specialleg;
1372	>
1373	>	//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;
1374	>
1375	>	delete speciallegBpred;
1376		delete Zjetspred;
1377		delete TTbarpred;
1378
#	Line 956 \| Line 1380 \| void do_prediction_plot(string jzb, TCan
1380		}
1381		if(use_data==0) {
1382		RcorrJZBeemm->Draw("e1x0,same");
1383	+	//Bpred->SetLineWidth(3); // paper style. overruled.
1384		Bpred->Draw("hist,same");
1385		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1386	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
1387	<	legBpred->AddEntry(Bpred,"MC predicted","l");
1386	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1387	>	legBpred->AddEntry(Bpred,"MC predicted","l");
1388		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
1389		if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
1390		if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
#	Line 970 \| Line 1395 \| void do_prediction_plot(string jzb, TCan
1395		}
1396		if(use_data==2) {
1397		RcorrJZBeemm->Draw("e1x0,same");
1398	+	//Bpred->SetLineWidth(3); // paper style. overruled.
1399		Bpred->Draw("hist,same");
1400		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1401	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
1401	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1402		legBpred->AddEntry(Bpred,"MC predicted","l");
1403	<	legBpred2->AddEntry(RcorrJZBeemm,"MC observed","p");
1403	>	legBpred2->AddEntry(RcorrJZBeemm,"MC true","p");
1404		legBpred2->AddEntry(Bpred,"MC predicted","l");
1405		{
1406		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18 --> now only allowed for root >=v5.30
#	Line 985 \| Line 1411 \| void do_prediction_plot(string jzb, TCan
1411		// CompleteSave(globalcanvas,"Bpred_MCwithS"); // done below in save_with_ratio
1412		}
1413		{
1414	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style. overruled.
1415	+	//RcorrJZBeemmNoS->SetLineWidth(3); //paper style. overruled.
1416	+	//lm4RcorrJZBeemm->SetLineStyle(2); //paper style. overruled.
1417	+	//RcorrJZBeemmNoS->SetLineStyle(3); //paper style. overruled.
1418	+	//lm4RcorrJZBeemm->SetLineColor(kOrange+1); //paper style. overruled.
1419	+
1420		RcorrJZBeemmNoS->SetLineStyle(2);
1421		legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
1422		legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
#	Line 1004 \| Line 1436 \| void do_prediction_plot(string jzb, TCan
1436		string ytitle("ratio");
1437		if ( use_data==1 ) ytitle = "data/pred";
1438		//save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1439	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,false,ytitle);//not extending the y range anymore up to 4
1439	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
1440
1441
1442		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1443	<	/// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1444	<	if(!PlottingSetup::RestrictToMassPeak) return;
1445	<	TH1F Bpredem = (TH1F)LcorrJZBeemm->Clone("Bpredem");
1446	<	Bpredem->Add(RcorrJZBem);
1447	<	Bpredem->Add(LcorrJZBem,-1);
1448	<	TH1F BpredSBem = (TH1F)LcorrJZBeemm->Clone("BpredSBem");
1449	<	BpredSBem->Add(RcorrJZBSBem);
1450	<	Bpred->Add(LcorrJZBSBem,-1);
1451	<	TH1F BpredSBeemm = (TH1F)LcorrJZBeemm->Clone("BpredSBeemm");
1452	<	BpredSBeemm->Add(RcorrJZBSBeemm);
1453	<	BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1454	<	globalcanvas->cd();
1455	<	globalcanvas->SetLogy(1);
1456	<
1457	<	RcorrJZBeemm->SetMarkerStyle(20);
1458	<	RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1459	<	blankback->Draw();
1460	<	RcorrJZBeemm->Draw("e1x0,same");
1461	<	RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1462	<
1463	<	Bpredem->SetLineColor(kRed+1);
1464	<	Bpredem->SetStats(0);
1465	<	Bpredem->Draw("hist,same");
1466	<
1467	<	BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1468	<	BpredSBem->SetLineStyle(2);
1469	<	BpredSBem->Draw("hist,same");
1470	<
1471	<	BpredSBeemm->SetLineColor(kBlue+1);
1472	<	BpredSBeemm->SetLineStyle(3);
1473	<	BpredSBeemm->Draw("hist,same");
1474	<	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1475	<
1476	<	TLegend *legBpredc = make_legend("",0.6,0.55);
1477	<	if(use_data==1)
1478	<	{
1479	<	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
1480	<	legBpredc->AddEntry(Bpredem,"OFZP","l");
1481	<	legBpredc->AddEntry(BpredSBem,"OFSB","l");
1482	<	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
1483	<	legBpredc->Draw();
1484	<	CompleteSave(globalcanvas,"Bpred_Data_comparison");
1485	<	}
1486	<	if(use_data==0) {
1487	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
1488	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1489	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1490	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1491	<	legBpredc->Draw();
1492	<	CompleteSave(globalcanvas,"Bpred_MC_comparison");
1493	<	}
1494	<	if(use_data==2) {
1495	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
1496	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1497	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1498	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1499	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1500	<	legBpredc->Draw();
1501	<	CompleteSave(globalcanvas,"Bpred_MCwithS_comparison");
1443	>	// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1444	>	if(PlottingSetup::RestrictToMassPeak) {
1445	>	TH1F Bpredem = (TH1F)LcorrJZBeemm->Clone("Bpredem");
1446	>	Bpredem->Add(RcorrJZBem);
1447	>	Bpredem->Add(LcorrJZBem,-1);
1448	>	TH1F BpredSBem = (TH1F)LcorrJZBeemm->Clone("BpredSBem");
1449	>	BpredSBem->Add(RcorrJZBSBem);
1450	>	Bpred->Add(LcorrJZBSBem,-1);
1451	>	TH1F BpredSBeemm = (TH1F)LcorrJZBeemm->Clone("BpredSBeemm");
1452	>	BpredSBeemm->Add(RcorrJZBSBeemm);
1453	>	BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1454	>	globalcanvas->cd();
1455	>	globalcanvas->SetLogy(1);
1456	>
1457	>	RcorrJZBeemm->SetMarkerStyle(20);
1458	>	RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1459	>	blankback->Draw();
1460	>	RcorrJZBeemm->Draw("e1x0,same");
1461	>	RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1462	>
1463	>	Bpredem->SetLineColor(kRed+1);
1464	>	Bpredem->SetStats(0);
1465	>	Bpredem->Draw("hist,same");
1466	>
1467	>	BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1468	>	BpredSBem->SetLineStyle(2);
1469	>	BpredSBem->Draw("hist,same");
1470	>
1471	>	BpredSBeemm->SetLineColor(kBlue+1);
1472	>	BpredSBeemm->SetLineStyle(3);
1473	>	BpredSBeemm->Draw("hist,same");
1474	>	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1475	>
1476	>	TLegend *legBpredc = make_legend("",0.6,0.55);
1477	>	if(use_data==1)
1478	>	{
1479	>	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
1480	>	legBpredc->AddEntry(Bpredem,"OFZP","l");
1481	>	legBpredc->AddEntry(BpredSBem,"OFSB","l");
1482	>	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
1483	>	legBpredc->Draw();
1484	>	CompleteSave(globalcanvas,subdir+"Bpred_Data_comparison");
1485	>	}
1486	>	if(use_data==0) {
1487	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1488	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1489	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1490	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1491	>	legBpredc->Draw();
1492	>	CompleteSave(globalcanvas,subdir+"Bpred_MC_comparison");
1493	>	}
1494	>	if(use_data==2) {
1495	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1496	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1497	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1498	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1499	>	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1500	>	legBpredc->Draw();
1501	>	CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
1502	>	}
1503		}
1504	+
1505	+	TFile *f = new TFile("tester.root","RECREATE");
1506	+	RcorrJZBeemm->Write();
1507	+	Bpred->Write();
1508	+	f->Close();
1509	+
1510		delete RcorrJZBeemm;
1511		delete LcorrJZBeemm;
1512		delete RcorrJZBem;
#	Line 1080 \| Line 1519 \| void do_prediction_plot(string jzb, TCan
1519
1520		delete blankback;
1521
1522	+	delete BpredSys;
1523		if(PlottingSetup::RestrictToMassPeak) {
1524		delete RcorrJZBSBem;
1525		delete LcorrJZBSBem;
#	Line 1092 \| Line 1532 \| void do_prediction_plot(string jzb, TCan
1532		delete JLcorrJZBSBeemm;
1533		}
1534		if(overlay_signal \|\| use_data==2) delete lm4RcorrJZBeemm;
1535	+	switch_overunderflow(false);
1536		}
1537
1538		void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
1539		TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
1540	<	do_prediction_plot(datajzb,globalcanvas,DataSigma,jzbHigh ,data,overlay_signal);
1541	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mc,overlay_signal);
1542	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mcwithsignal,overlay_signal);
1540	>	do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
1541	>	if ( !PlottingSetup::Approved ) {
1542	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
1543	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
1544	>	} else {
1545	>	write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
1546	>	}
1547		}
1548
1549		void do_ratio_plot(int is_data,vector<float> binning, string jzb, TCanvas *can, float high=-9999) {
#	Line 1435 \| Line 1880 \| void draw_pure_jzb_histo(TCut cut,string
1880		datahisto->Draw("same,e1");
1881
1882		TLegend *leg;
1883	<	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1884	<	else if(!is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1885	<	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1886	<	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1887	<	else {
1888	<	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1889	<	exit(-1);
1890	<	}
1883	>	if (!PlottingSetup::RestrictToMassPeak) {
1884	>	if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
1885	>	else leg = allsamples.allbglegend("Same flavor",datahisto);
1886	>	} else {
1887	>	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1888	>	else if(!is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1889	>	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1890	>	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1891	>	else {
1892	>	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1893	>	exit(-1);
1894	>	}
1895	>	}
1896		leg->Draw();
1897		string write_cut = decipher_cut(cut,"");
1898		TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
1899		writeline1->SetTextSize(0.035);
1900		writeline1->Draw();
1901	<	save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
1901	>	if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
1902	>	else save_with_ratio(datahisto,mcstack,jzbpad->cd(),savename);
1903		TPad *jzbpad2 = new TPad("jzbpad2","jzbpad2",0,0,1,1);
1904		jzbpad2->cd();
1905		jzbpad2->SetLogy(1);
#	Line 1463 \| Line 1914 \| void draw_pure_jzb_histo(TCut cut,string
1914		writeline1->SetTextSize(0.035);
1915		writeline1->Draw();
1916		DrawPrelim();
1917	<	save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
1917	>	if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
1918	>	else save_with_ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
1919		datahisto->Delete();
1920		mcstack.Delete();
1921		}
#	Line 1471 \| Line 1923 \| void draw_pure_jzb_histo(TCut cut,string
1923		Double_t GausR(Double_t x, Double_t par) {
1924		return gRandom->Gaus(x[0],par[0]);
1925		}
1926	+
1927	+	void produce_stretched_jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
1928	+	TCanvas *dican = new TCanvas("dican","JZB Plots Canvas");
1929	+	float max=jzbHigh ;
1930	+	float min=-120;
1931	+	int nbins=(int)((max-min)/5.0); // we want 5 GeV/bin
1932	+	int coarserbins=int(nbins/2.0);
1933	+	int rebinnedbins=int(nbins/4.0);
1934	+
1935	+	vector<float>binning;vector<float>coarse_binning;vector<float>coarsest_binning;
1936	+	for(int i=0;i<=nbins;i++)binning.push_back(min+i*(max-min)/((float)nbins));
1937	+	for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
1938	+	for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
1939	+
1940	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP",dican,binning);
1941	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP",dican,binning);
1942	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_SFZP",dican,binning);
1943	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
1944	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
1945	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
1946	+	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
1947	+	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
1948	+
1949	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
1950	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
1951	+	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
1952	+	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
1953	+
1954	+	delete dican;
1955	+	}
1956	+
1957	+
1958	+	void diboson_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
1959	+	vector<int> SamplesToBeModified = allsamples.FindSampleBySampleName("WW/WZ/ZZ");
1960	+
1961	+	if(SamplesToBeModified.size()==0 \|\| SamplesToBeModified[0]==-1) {
1962	+	write_error(__FUNCTION__,"Could not find any diboson samples - aborting diboson plots");
1963	+	return;
1964	+	}
1965	+
1966	+	float stretchfactor = 100.0;
1967	+	vector<string> labels;
1968	+
1969	+
1970	+	dout << "Going to increase the cross section for diboson samples ... " << endl;
1971	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
1972	+	float origxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
1973	+	(allsamples.collection)[SamplesToBeModified[i]].xs=origxs*stretchfactor;
1974	+	dout << " Increased xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].filename << " from " << origxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ")" << endl;
1975	+	labels.push_back((allsamples.collection)[SamplesToBeModified[i]].samplename);
1976	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=any2string(int(stretchfactor))+" x "+(allsamples.collection)[SamplesToBeModified[i]].samplename;
1977	+	dout << " (also renamed it to " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " )" << endl;
1978	+	}
1979	+
1980	+	dout << "Going to produce JZB plots" << endl;
1981	+	produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
1982	+	TCanvas *gloca = new TCanvas("gloca","gloca");
1983
1984	+	dout << "Going to produce prediction plots" << endl;
1985	+	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
1986	+	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
1987	+	delete gloca;
1988	+
1989	+	dout << "Going to reset the cross section for diboson samples ... " << endl;
1990	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
1991	+	float Upxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
1992	+	(allsamples.collection)[SamplesToBeModified[i]].xs=(allsamples.collection)[SamplesToBeModified[i]].xs*(1.0/stretchfactor);
1993	+	string Upname=(allsamples.collection)[SamplesToBeModified[i]].samplename;
1994	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=labels[i];
1995	+	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;
1996	+
1997	+	}
1998	+
1999	+	}
2000	+
2001	+
2002	+	void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
2003	+	TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
2004	+	jzbpad->cd();
2005	+	jzbpad->SetLogy(1);
2006	+	string xlabel="JZB [GeV]";
2007	+
2008	+	TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
2009	+	datahisto1->SetLineColor(kRed);
2010	+	datahisto1->SetMarkerColor(kRed);
2011	+	TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
2012	+	datahisto2->SetLineColor(kBlue);
2013	+	datahisto2->SetMarkerColor(kBlue);
2014	+
2015	+	datahisto2->SetMarkerSize(DataMarkerSize);
2016	+	datahisto1->DrawNormalized("e1");
2017	+	datahisto2->DrawNormalized("histo,same");
2018	+	datahisto1->DrawNormalized("same,e1");
2019	+
2020	+	TLegend *leg = make_legend();
2021	+	leg->AddEntry(datahisto1,legentry1.c_str());
2022	+	leg->AddEntry(datahisto2,legentry2.c_str());
2023	+	leg->Draw();
2024	+
2025	+	save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
2026	+
2027	+	datahisto1->Delete();
2028	+	datahisto2->Delete();
2029	+	}
2030	+
2031	+
2032		void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2033		TCanvas *can = new TCanvas("can","JZB Plots Canvas");
2034		float max=jzbHigh ;
#	Line 1485 \| Line 2042 \| void jzb_plots(string mcjzb, string data
2042		for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
2043		for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
2044
2045	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2046	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2047	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2048	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2049	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2050	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2051	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2052	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2053	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2045	>	if ( !PlottingSetup::Approved ) {
2046	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2047	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2048	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2049	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2050	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2051	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2052	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2053	>	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2054	>	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2055	>	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);
2056	>	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);
2057	>	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);
2058	>
2059	>	}
2060
2061		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
2062	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2063	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2064	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2065	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2066	<
2067	<	// draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarsest",can,coarsest_binning);
2068	<	// draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarsest",can,coarsest_binning);
1506	<	// flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1507	<	// if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarsest",can,coarsest_binning);
1508	<	// if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarsest",can,coarsest_binning);
2062	>	if ( !PlottingSetup::Approved ) {
2063	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2064	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2065	>	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2066	>	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2067	>	}
2068	>	delete can;
2069		}
2070
2071
#	Line 1560 \| Line 2120 \| void compute_MC_yields(string mcjzb,vect
2120		string posneg[] = {"pos","neg"};
2121		TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
2122
2123	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
2123	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
2124		TCut jzbMC[] = { give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos"), give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg") };
2125		dout << "_________________________________________________________" << endl;
2126		dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
2127	<	for(int isample=0;isample<(allsamples.collection).size();isample++) {
2127	>	for(int isample=0;isample<(int)(allsamples.collection).size();isample++) {
2128		if(!(allsamples.collection)[isample].is_data) dout << (allsamples.collection)[isample].samplename << " & ";
2129		else dout << "Sample & ";
2130		for(int iregion=0;iregion<nRegions;iregion++) {
#	Line 1823 \| Line 2383 \| void draw_ttbar_and_zjets_shape_for_one_
2383
2384		void draw_ttbar_and_zjets_shape(string mcjzb, string datajzb) {
2385		int all_leptons=-1;
1826	–	int electrons_only=0;
1827	–	int mu_only=1;
1828	–	int twojetswith50gev=1;
2386		int threejetswith30gev=0;
2387		/*
2388	+	int twojetswith50gev=1;
2389	+	int electrons_only=0;
2390	+	int mu_only=1;
2391	+
2392		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,twojetswith50gev);
2393		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev);
2394
#	Line 1841 \| Line 2402 \| void draw_ttbar_and_zjets_shape(string m
2402		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
2403		}
2404
2405	<	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
1845	<	//first: colorful plots
2405	>	float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
2406		TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2407		cancorr->SetLogz();
2408		cancorr->SetRightMargin(0.13);
2409	<	flag_this_change(__FUNCTION__,__LINE__,false);//PlottingSetup::RestrictToMassPeak
2410	<	TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)");
2409	>	TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
2410	>
2411	>	if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2412		TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2413	<	(allsamples.collection)[allsamples.FindSample("Data")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotd",zptforresponsepresentation);
2413	>	niceresponseplotd->Sumw2();
2414	>	TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
2415	>	vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2416	>	for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2417	>	if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2418	>	if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2419	>
2420	>	dout << " Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2421	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
2422	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
2423	>	}
2424	>	niceresponseplotd->Add(emuResponse,-1);
2425	>
2426		niceresponseplotd->SetStats(0);
2427		niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2428		niceresponseplotd->GetYaxis()->SetTitle("Response");
#	Line 1857 \| Line 2430 \| void find_correction_factors(string &jzb
2430		niceresponseplotd->GetYaxis()->CenterTitle();
2431		niceresponseplotd->Draw("COLZ");
2432		TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2433	+	profd->Rebin(2);
2434		profd->SetMarkerSize(DataMarkerSize);
2435	<	profd->Fit("pol0","","same,e1",30,400);
2435	>	profd->Fit("pol0","","same,e1",100,400);
2436		DrawPrelim();
2437	<	TText* title = write_text(0.5,0.7,"Data");
2437	>	string stitle="Data";
2438	>	if(!Contains(FindKeyword,"Data")) stitle="MC";
2439	>	TText* title = write_text(0.5,0.7,stitle.c_str());
2440		title->SetTextAlign(12);
2441		title->Draw();
2442		TF1 datapol=(TF1)profd->GetFunction("pol0");
2443	<	float datacorrection=datapol->GetParameter(0);
2444	<	stringstream dataresstring;
2445	<	dataresstring<<"Response: "<<std::setprecision(2)<<100*datacorrection<<" %";
2446	<	TText* restitle = write_text(0.5,0.65,dataresstring.str());
2443	>	float correction=datapol->GetParameter(0);
2444	>	stringstream resstring;
2445	>	resstring<<"Response: "<<std::setprecision(2)<<100*correction<<" %";
2446	>	TText* restitle = write_text(0.5,0.65,resstring.str());
2447		restitle->SetTextAlign(12);
2448		restitle->SetTextSize(0.03);
2449		restitle->Draw();
2450	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_Data");
2451	<
2452	<	TH2F *niceresponseplotm = new TH2F("niceresponseplotm","",100,0,600,100,0,5);
2453	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotm",zptforresponsepresentation);
2454	<	niceresponseplotm->SetStats(0);
2455	<	niceresponseplotm->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2456	<	niceresponseplotm->GetYaxis()->SetTitle("Response");
2457	<	niceresponseplotm->GetXaxis()->CenterTitle();
1882	<	niceresponseplotm->GetYaxis()->CenterTitle();
1883	<	niceresponseplotm->Draw("COLZ");
1884	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt",zptforresponsepresentation,"PROF,same");
1885	<	TProfile * profm = (TProfile*)niceresponseplotm->ProfileX();
1886	<	profm->SetMarkerSize(DataMarkerSize);
1887	<	profm->Fit("pol0","","same,e1",30,400);
1888	<	DrawMCPrelim();
1889	<	title = write_text(0.5,0.7,"MC simulation");
1890	<	title->SetTextAlign(12);
1891	<	title->Draw();
1892	<	TF1 mcpol=(TF1)profm->GetFunction("pol0");
1893	<	float mccorrection=mcpol->GetParameter(0);
1894	<	stringstream mcresstring;
1895	<	mcresstring<<"Response: "<<std::setprecision(2)<<100*mccorrection<<" %";
1896	<	TText* mcrestitle = write_text(0.5,0.65,mcresstring.str());
1897	<	mcrestitle->SetTextAlign(12);
1898	<	mcrestitle->SetTextSize(0.03);
1899	<	mcrestitle->Draw();
1900	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_MC");
2450	>	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2451	>	delete cancorr;
2452	>	delete niceresponseplotd;
2453	>	delete profd;
2454	>	return correction;
2455	>	}
2456	>
2457	>	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2458
2459	+	dout << "Computing response corrections: " << endl;
2460	+	//Step 1 : Get results
2461	+	float datacorrection=find_one_correction_factor("Data",true,"","Data");
2462	+	float mccorrection=find_one_correction_factor("DY",false,"","MC");
2463	+
2464	+	float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
2465	+	float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
2466	+
2467	+	float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
2468	+	float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
2469	+
2470	+	cout << "Corrections : " << endl;
2471	+	cout << " Data : " << datacorrection << endl;
2472	+	cout << " ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
2473	+	cout << " MC : " << mccorrection << endl;
2474	+	cout << " ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
2475
2476	<	//Step 2: Getting the result
1904	<	// TCut zptcutforresponse("pt>30&&pt<300&&TMath::Abs(91.2-mll)<20&&id1==id2&&(ch1*ch2<0)");
2476	>	//Step 2: Processing the result and making it into something useful :-)
2477		stringstream jzbvardatas;
2478	<	if(datacorrection>1) jzbvardatas<<"(jzb[1]-"<<datacorrection-1<<"*pt)";
2479	<	if(datacorrection<1) jzbvardatas<<"(jzb[1]+"<<1-datacorrection<<"*pt)";
2478	>	jzbvardatas << "(";
2479	>
2480	>	if(dataEEcorrection>=1) jzbvardatas<<"((id1==0&&id1==id2)(jzb[1]-" << dataEEcorrection-1 << "pt))";
2481	>	if(dataEEcorrection<1) jzbvardatas<<"((id1==0&&id1==id2)(jzb[1]+" << 1-dataEEcorrection << "pt))";
2482	>
2483	>	if(dataMMcorrection>=1) jzbvardatas<<"+((id1==1&&id1==id2)(jzb[1]-" << dataMMcorrection-1 << "pt))";
2484	>	if(dataMMcorrection<1) jzbvardatas<<"+((id1==1&&id1==id2)(jzb[1]+" << 1-dataMMcorrection << "pt))";
2485	>
2486	>	float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
2487	>
2488	>	if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)(jzb[1]-" << datacorrection-1 << "pt))";
2489	>	if(datacorrection<1) jzbvardatas<<"+((id1!=id2)(jzb[1]+" << 1-datacorrection << "pt))";
2490	>
2491	>	jzbvardatas << ")";
2492		jzbvardata=jzbvardatas.str();
2493	+
2494		stringstream jzbvarmcs;
2495	<	if(mccorrection>1) jzbvarmcs<<"(jzb[1]-"<<mccorrection-1<<"*pt)";
2496	<	if(mccorrection<1) jzbvarmcs<<"(jzb[1]+"<<1-mccorrection<<"*pt)";
2495	>	jzbvarmcs << "(";
2496	>
2497	>	if(mcEEcorrection>=1) jzbvarmcs<<"((id1==0&&id1==id2)(jzb[1]-" << mcEEcorrection-1 << "pt))";
2498	>	if(mcEEcorrection<1) jzbvarmcs<<"((id1==0&&id1==id2)(jzb[1]+" << 1-mcEEcorrection << "pt))";
2499	>
2500	>	if(mcMMcorrection>=1) jzbvarmcs<<"+((id1==1&&id1==id2)(jzb[1]-" << mcMMcorrection-1 << "pt))";
2501	>	if(mcMMcorrection<1) jzbvarmcs<<"+((id1==1&&id1==id2)(jzb[1]+" << 1-mcMMcorrection << "pt))";
2502	>
2503	>	float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
2504	>
2505	>	if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)(jzb[1]-" << mccorrection-1 << "pt))";
2506	>	if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)(jzb[1]+" << 1-mccorrection << "pt))";
2507	>
2508	>	jzbvarmcs << ")";
2509		jzbvarmc=jzbvarmcs.str();
2510	+
2511		dout << "JZB Z pt correction summary : " << endl;
2512		dout << " Data: The response is " << datacorrection << " --> jzb variable is now : " << jzbvardata << endl;
2513		dout << " MC : The response is " << mccorrection << " --> jzb variable is now : " << jzbvarmc << endl;
2514	+
2515		}
2516
2517		void pick_up_events(string cut) {
#	Line 1920 \| Line 2519 \| void pick_up_events(string cut) {
2519		allsamples.PickUpEvents(cut);
2520		}
2521
2522	<	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError) {
2522	>	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
2523		dout << "Saving configuration template!" << endl;
2524		ofstream configfile;
2525		configfile.open("../DistributedModelCalculations/last_configuration.C");
#	Line 1940 \| Line 2539 \| void save_template(string mcjzb, string
2539		configfile<<"string datajzb=\"datajzb_ERROR\";\n";
2540		configfile<<"string mcjzb=\"mcjzb_ERROR\";\n";
2541		configfile<<"vector<float>jzb_cuts;\n";
2542	+	configfile<<"vector<float>jzb_shape_limit_bins;\n";
2543		configfile<<"float MCPeakError=-999;\n";
2544	+	configfile<<"float DataPeakError=-999;\n";
2545		configfile<<"}\n\n";
2546
2547		configfile<<"void read_config() {\n";
2548		configfile<<"datajzb=\""<<datajzb<<"\";\n";
2549		configfile<<"mcjzb=\""<<mcjzb<<"\";\n\n";
2550	<	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n\n";
2551	<	for(int i=0;i<jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2550	>	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n";
2551	>	configfile<<"DataPeakError="<<DataPeakError<<";\n\n";
2552	>	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";
2553		configfile<<"\n\n";
2554	<	for(int i=0;i<Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2555	<	for(int i=0;i<Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2556	<	for(int i=0;i<Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2554	>	for(int i=0;i<(int)Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2555	>	for(int i=0;i<(int)Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2556	>	for(int i=0;i<(int)Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2557	>	configfile<<"\n\n";
2558	>	for(int i=0;i<(int)flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2559	>	for(int i=0;i<(int)flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2560	>	for(int i=0;i<(int)flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2561	>	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";
2562		configfile<<"\n\n";
1956	–	for(int i=0;i<flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1957	–	for(int i=0;i<flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1958	–	for(int i=0;i<flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2563		configfile<<"\n\n";
2564		configfile<<"luminosity="<<luminosity<<";\n";
2565		configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
#	Line 1981 \| Line 2585 \| *void draw_all_ttbar_histos(TCanvas can,**
2585		float max=histos[0]->GetMaximum();
2586		if(manualmin>=0) min=manualmin;
2587		else {
2588	<	for(int i=1;i<histos.size();i++) {
2588	>	for(int i=1;i<(int)histos.size();i++) {
2589		float curmin=get_nonzero_minimum(histos[i]);
2590		float curmax=histos[i]->GetMaximum();
2591		if(curmin<min) min=curmin;
#	Line 1992 \| Line 2596 \| *void draw_all_ttbar_histos(TCanvas can,**
2596		histos[0]->Draw(drawoption.c_str());
2597		stringstream drawopt;
2598		drawopt << drawoption << ",same";
2599	<	for(int i=1;i<histos.size();i++) {
2599	>	for(int i=1;i<(int)histos.size();i++) {
2600		histos[i]->Draw(drawopt.str().c_str());
2601		}
2602		}
#	Line 2001 \| Line 2605 \| void ttbar_sidebands_comparison(string m
2605		//in the case of the on peak analysis, we compare the 3 control regions to the real value
2606		//in the case of the OFF peak analysis, we compare our control region to the real value
2607		TCut weightbackup=cutWeight;
2004	–	cutWeight="1.0";
2005	–	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2608
2609	+	bool doPURW=false;
2610	+
2611	+
2612	+	if(!doPURW) {
2613	+	dout << "Not doing PU reweighting for ttbar closure test" << endl;
2614	+	cutWeight="1.0";
2615	+	// Do it without PU re-weighting
2616	+	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2617	+	stringstream resultsNoPU;
2618	+	stringstream noPUdatajzb;
2619	+	stringstream noPUmcjzb;
2620	+
2621	+	stringstream mcjzbnoPU;
2622	+	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2623	+	mcjzb = noPUmcjzb.str();
2624	+	}
2625
2626	<	TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2626	>
2627	>	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2628	>
2629	>	TH1F *TZem = systsamples.Draw("TZem", mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2630		TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2631		TH1F *TSem;
2632		TH1F *nTSem;
2633	<	TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2633	>	TH1F *TZeemm = systsamples.Draw("TZeemm", mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2634		TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2635		TH1F *TSeemm;
2636		TH1F *nTSeemm;
2637
2638		if(PlottingSetup::RestrictToMassPeak) {
2639	<	TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2640	<	nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2641	<	TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2639	>	TSem = systsamples.Draw("TSem", mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2640	>	nTSem = systsamples.Draw("nTSem", "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2641	>	TSeemm = systsamples.Draw("TSeemm", mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2642		nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2643		}
2644
2645		TCanvas *tcan = new TCanvas("tcan","tcan");
2025	–
2646		tcan->SetLogy(1);
2647
2648		TZeemm->SetLineColor(kBlack);
#	Line 2041 \| Line 2661 \| void ttbar_sidebands_comparison(string m
2661		}
2662
2663		vector<TH1F*> histos;
2664	+	TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2665	+	TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2666		histos.push_back(TZem);
2667		histos.push_back(TZeemm);
2668		if(PlottingSetup::RestrictToMassPeak) {
2669	+	TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2670	+	TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2671		histos.push_back(TSem);
2672		histos.push_back(TSeemm);
2673		}
2674	<	draw_all_ttbar_histos(tcan,histos,"histo",0.04);
2674	>	draw_all_ttbar_histos(tcan,histos,"histo",1);
2675
2676		TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
2677		leg->AddEntry(TZeemm,"SFZP","l");
#	Line 2059 \| Line 2683 \| void ttbar_sidebands_comparison(string m
2683		leg->Draw("same");
2684		DrawMCPrelim(simulatedlumi);
2685		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison");
2062	–
2686		TH1F TZemcopy = (TH1F)TZem->Clone("TZemcopy");
2687		TH1F TZeemmcopy = (TH1F)TZeemm->Clone("TZeemmcopy");
2688	<	TH1F TSeemmcopy = (TH1F)TSeemm->Clone("TSeemmcopy");
2689	<	TH1F TSemcopy = (TH1F)TSem->Clone("TSemcopy");
2688	>	TH1F *TSeemmcopy;
2689	>	TH1F *TSemcopy;
2690	>	if(PlottingSetup::RestrictToMassPeak) {
2691	>	TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
2692	>	TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
2693	>	}
2694
2695		TZem->Divide(TZeemm);
2696		TZem->SetMarkerStyle(21);
#	Line 2072 \| Line 2699 \| void ttbar_sidebands_comparison(string m
2699		TSeemm->Divide(TZeemm);
2700		TSem->SetMarkerStyle(24);
2701		TSeemm->SetMarkerStyle(32);
2702	<	}
2702	>	}
2703
2704		tcan->SetLogy(0);
2705		TZem->GetYaxis()->SetRangeUser(0,2.5);
#	Line 2083 \| Line 2710 \| void ttbar_sidebands_comparison(string m
2710		TSeemm->Draw("same");
2711		}
2712
2713	<	float linepos=0.25;
2714	<	if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
2713	>	float linepos=emuncertONPEAK;
2714	>	if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
2715	>
2716		TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
2717		TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2718		TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
2719
2720	+	/*write_warning(__FUNCTION__,"These two lines are to be removed!");
2721	+	TLine *topalt = new TLine(binning[0],1.0+0.1,binning[binning.size()-1],1.0+0.1);
2722	+	TLine *bottomalt = new TLine(binning[0],1.0-0.1,binning[binning.size()-1],1.0-0.1);
2723	+	topalt->SetLineColor(kRed);topalt->SetLineStyle(3);
2724	+	bottomalt->SetLineColor(kRed);bottomalt->SetLineStyle(3);
2725	+	topalt->Draw("same");bottomalt->Draw("same");*/
2726	+
2727	+
2728		top->SetLineColor(kBlue);top->SetLineStyle(2);
2729		bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
2730		center->SetLineColor(kBlue);
#	Line 2112 \| Line 2748 \| void ttbar_sidebands_comparison(string m
2748		DrawMCPrelim(simulatedlumi);
2749		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
2750
2751	+	if (0) { // Turn this off: we don't need this
2752
2753	+	///-------------- second part: only look at the quantity we actually care about!
2754	+	TH1F leftsfzp = (TH1F)nTZeemm->Clone("leftsfzp");
2755	+	TH1F rightsfzp = (TH1F)TZeemmcopy->Clone("rightsfzp");
2756	+	rightsfzp->Add(leftsfzp,-1);
2757	+	TH1F leftofzp = (TH1F)nTZem->Clone("leftofzp");
2758	+	TH1F rightofzp = (TH1F)TZemcopy->Clone("rightofzp");
2759	+	rightofzp->Add(leftofzp,-1);
2760	+	TH1F *leftofsb;
2761	+	TH1F *rightofsb;
2762	+	TH1F *leftsfsb;
2763	+	TH1F *rightsfsb;
2764	+	if(PlottingSetup::RestrictToMassPeak) {
2765	+	leftofsb = (TH1F*)nTSem->Clone("leftofsb");
2766	+	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2767	+	rightofsb->Add(leftofsb,-1);
2768	+	leftsfsb = (TH1F*)nTSeemm->Clone("leftsfsb");
2769	+	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2770	+	rightsfsb->Add(leftsfsb,-1);
2771	+	}
2772
2773	<	///-------------- second part: only look at the quantity we actually care about!
2774	<	TH1F leftsfzp = (TH1F)nTZeemm->Clone("leftsfzp");
2775	<	TH1F rightsfzp = (TH1F)TZeemmcopy->Clone("rightsfzp");
2776	<	rightsfzp->Add(leftsfzp,-1);
2777	<	TH1F leftofzp = (TH1F)nTZem->Clone("leftofzp");
2778	<	TH1F rightofzp = (TH1F)TZemcopy->Clone("rightofzp");
2779	<	rightofzp->Add(leftofzp,-1);
2780	<	TH1F *leftofsb;
2781	<	TH1F *rightofsb;
2782	<	TH1F *leftsfsb;
2127	<	TH1F *rightsfsb;
2128	<	if(PlottingSetup::RestrictToMassPeak) {
2129	<	leftofsb = (TH1F*)nTSem->Clone("leftofsb");
2130	<	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2131	<	rightofsb->Add(leftofsb,-1);
2132	<	leftsfsb = (TH1F*)nTSeemm->Clone("leftsfsb");
2133	<	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2134	<	rightsfsb->Add(leftsfsb,-1);
2135	<	}
2773	>	tcan->SetLogy(1);
2774	>	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2775	>	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2776	>	rightsfzp->Draw("histo");
2777	>	rightofzp->Draw("histo,same");
2778	>	if(PlottingSetup::RestrictToMassPeak) {
2779	>	rightofsb->Draw("histo,same");
2780	>	rightsfsb->Draw("histo,same");
2781	>	}
2782	>	DrawMCPrelim(simulatedlumi);
2783
2784	<	tcan->SetLogy(1);
2785	<	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2786	<	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2787	<	rightsfzp->Draw("histo");
2788	<	rightofzp->Draw("histo,same");
2789	<	if(PlottingSetup::RestrictToMassPeak) {
2790	<	rightofsb->Draw("histo,same");
2791	<	rightsfsb->Draw("histo,same");
2145	<	}
2146	<	DrawMCPrelim(simulatedlumi);
2784	>	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2785	>	legA->AddEntry(rightsfzp,"SFZP","l");
2786	>	legA->AddEntry(rightofzp,"OFZP","l");
2787	>	if(PlottingSetup::RestrictToMassPeak) {
2788	>	legA->AddEntry(rightofsb,"SFSB","l");
2789	>	legA->AddEntry(rightsfsb,"OFSB","l");
2790	>	}
2791	>	legA->Draw();
2792
2793	<	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2149	<	legA->AddEntry(rightsfzp,"SFZP","l");
2150	<	legA->AddEntry(rightofzp,"OFZP","l");
2151	<	if(PlottingSetup::RestrictToMassPeak) {
2152	<	legA->AddEntry(rightofsb,"SFSB","l");
2153	<	legA->AddEntry(rightsfsb,"OFSB","l");
2154	<	}
2155	<	legA->Draw();
2793	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2794
2795	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2795	>	tcan->SetLogy(0);
2796	>	rightofzp->Divide(rightsfzp);
2797	>	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2798	>	rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2799	>	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2800	>	rightofzp->Draw();
2801	>	if(PlottingSetup::RestrictToMassPeak) {
2802	>	rightofsb->Divide(rightsfzp);
2803	>	rightsfsb->Divide(rightsfzp);
2804	>	rightofsb->Draw("same");
2805	>	rightsfsb->Draw("same");
2806	>	}
2807
2808	<	tcan->SetLogy(0);
2809	<	rightofzp->Divide(rightsfzp);
2810	<	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2811	<	rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
2812	<	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2813	<	rightofzp->Draw();
2814	<	if(PlottingSetup::RestrictToMassPeak) {
2815	<	rightofsb->Divide(rightsfzp);
2816	<	rightsfsb->Divide(rightsfzp);
2817	<	rightofsb->Draw("same");
2818	<	rightsfsb->Draw("same");
2819	<	}
2808	>	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2809	>	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2810	>	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2811	>
2812	>	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2813	>	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2814	>	center2->SetLineColor(kBlue);
2815	>
2816	>	top2->Draw("same");
2817	>	center2->Draw("same");
2818	>	bottom2->Draw("same");
2819	>
2820	>	rightofzp->SetMarkerStyle(21);
2821	>	if(PlottingSetup::RestrictToMassPeak) {
2822	>	rightofsb->SetMarkerStyle(24);
2823	>	rightsfsb->SetMarkerStyle(32);
2824	>	}
2825
2826	<	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2827	<	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2828	<	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2826	>	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2827	>	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2828	>	if(PlottingSetup::RestrictToMassPeak) {
2829	>	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2830	>	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2831	>	}
2832	>	leg3->AddEntry(bottom,"syst. envelope","l");
2833	>	leg3->SetX1(0.25);leg3->SetX2(0.6);
2834	>	leg3->SetY1(0.65);
2835
2836	<	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2177	<	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2178	<	center2->SetLineColor(kBlue);
2836	>	leg3->Draw("same");
2837
2838	<	top2->Draw("same");
2839	<	center2->Draw("same");
2182	<	bottom2->Draw("same");
2183	<
2184	<	rightofzp->SetMarkerStyle(21);
2185	<	if(PlottingSetup::RestrictToMassPeak) {
2186	<	rightofsb->SetMarkerStyle(24);
2187	<	rightsfsb->SetMarkerStyle(32);
2188	<	}
2838	>	DrawMCPrelim(simulatedlumi);
2839	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2840
2190	–	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2191	–	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2192	–	if(PlottingSetup::RestrictToMassPeak) {
2193	–	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2194	–	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2841		}
2196	–	leg3->AddEntry(bottom,"syst. envelope","l");
2197	–	leg3->SetX1(0.25);leg3->SetX2(0.6);
2198	–	leg3->SetY1(0.65);
2199	–
2200	–	leg3->Draw("same");
2201	–
2202	–	DrawMCPrelim(simulatedlumi);
2203	–	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2842
2843		delete TZem;
2844		delete nTZem;
#	Line 2219 \| Line 2857 \| void ttbar_sidebands_comparison(string m
2857
2858		void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
2859		vector<float> nicer_binning;
2860	<	nicer_binning.push_back(-125);
2860	>
2861	>	/* nicer_binning.push_back(-400);
2862	>	nicer_binning.push_back(-250);
2863	>	nicer_binning.push_back(-200);
2864	>	nicer_binning.push_back(-150);
2865	>	nicer_binning.push_back(-100);
2866	>	nicer_binning.push_back(-50);
2867	>	nicer_binning.push_back(-20);
2868	>
2869	>	nicer_binning.push_back(0);
2870	>	nicer_binning.push_back(20);
2871	>	nicer_binning.push_back(50);
2872	>	nicer_binning.push_back(100);
2873	>	nicer_binning.push_back(150);
2874	>	nicer_binning.push_back(200);
2875	>	nicer_binning.push_back(250);
2876	>	nicer_binning.push_back(400);*/
2877	>
2878		nicer_binning.push_back(-100);
2224	–	nicer_binning.push_back(-75);
2879		nicer_binning.push_back(-50);
2880		nicer_binning.push_back(-25);
2881		nicer_binning.push_back(0);
#	Line 2231 \| Line 2885 \| void ttbar_sidebands_comparison(string m
2885		nicer_binning.push_back(100);
2886		nicer_binning.push_back(125);
2887		nicer_binning.push_back(150);
2888	<	nicer_binning.push_back(175);
2888	>	//nicer_binning.push_back(175);
2889		nicer_binning.push_back(200);
2890	<	nicer_binning.push_back(230);
2891	<	nicer_binning.push_back(280);
2890	>	nicer_binning.push_back(250);
2891	>	nicer_binning.push_back(300);
2892		nicer_binning.push_back(400);
2893	+
2894		ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
2895		}
2896
2897
2898	<	void zjets_prediction_comparison() {
2899	<	// Do it without PU re-weighting
2900	<	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2901	<	stringstream resultsNoPU;
2902	<
2903	<	stringstream mcjzbnoPU;
2904	<	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,false);
2905	<	if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
2906	<	else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
2898	>	void zjets_prediction_comparison(string mcjzbWithPUa) {
2899	>	TCanvas *zcan = new TCanvas("zcan","zcan");
2900	>	// zcan->SetLogy(1);
2901	>	TCut weightbackup=cutWeight;
2902	>
2903	>	bool UsePURW=false;
2904	>
2905	>
2906	>	string mcjzb;
2907	>	if(UsePURW) {
2908	>	mcjzb=mcjzbWithPUa;
2909	>	} else {
2910	>	// Do it without PU re-weighting
2911	>	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2912	>	stringstream resultsNoPU;
2913	>	stringstream noPUdatajzb;
2914	>	stringstream noPUmcjzb;
2915	>
2916	>	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
2917	>	dout << "The peak corrected JZB expression for MC without pileup is : " << noPUmcjzb.str() << endl;
2918	>
2919	>	mcjzb = noPUmcjzb.str();
2920	>
2921	>	cutWeight="1.0";
2922	>	}
2923
2924	<	string mcjzb = mcjzbnoPU.str();
2925	<	dout << "The peak corrected JZB expression for MC without pileup is : " << mcjzb << endl;
2924	>
2925	>	vector<float> binning;
2926	>	binning.push_back(0);
2927	>	binning.push_back(10);
2928	>	binning.push_back(20);
2929	>	binning.push_back(40);
2930	>	binning.push_back(60);
2931	>	// binning.push_back(50);
2932	>	// binning.push_back(60);
2933	>	// binning.push_back(70);
2934	>	// binning.push_back(80);
2935	>	// binning.push_back(90);
2936	>	binning.push_back(100);
2937
2256	–	TCut weightbackup=cutWeight;
2257	–	cutWeight="1.0";
2258	–	float sbg_min=0.;
2259	–	float sbg_max=100.;
2260	–	int sbg_nbins=5;
2938		float simulatedlumi = luminosity;//in pb please - adjust to your likings
2939
2940		TCut kPos((mcjzb+">0").c_str());
2941		TCut kNeg((mcjzb+"<0").c_str());
2942		string var( "abs("+mcjzb+")" );
2943	+
2944	+	TCut notTau("abs(genMID1)!=15");
2945	+	TCut ONLYTau("mll>20");
2946	+
2947
2948	<	TCut kcut(cutmass&&cutOSSF&&"pfJetGoodNum>2");
2949	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
2950	<	kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2270	<	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
2271	<	kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2948	>	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2949	>	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2950	>
2951		hJZBpos->SetLineColor(kBlack);
2952		hJZBneg->SetLineColor(kRed);
2953
2954	<	Int_t nbins = 5;
2276	<	Float_t xmax = 100.;
2277	<
2278	<
2279	<	TCanvas *zcan = new TCanvas("zcan","zcan");
2280	<	zcan->SetLogy(1);
2281	<
2954	>	hJZBpos->SetMinimum(1.0);
2955		hJZBpos->Draw("e1");
2956		hJZBneg->Draw("same,hist");
2957		hJZBpos->Draw("same,e1"); // So it's on top...
2958
2959	<	TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
2959	>	TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
2960		leg->AddEntry(hJZBpos,"Observed","pe");
2961		leg->AddEntry(hJZBneg,"Predicted","l");
2962		leg->Draw("same");
2963		DrawMCPrelim(simulatedlumi);
2964	<	CompleteSave(zcan,"Systematics/zjets_prediction");
2964	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
2965
2966		TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
2967		hratio->Divide(hJZBneg);
2968
2969	+	for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
2970	+	cout << "Positive: " << hJZBpos->GetBinContent(i) << " vs Negative : " << hJZBneg->GetBinContent(i) << " (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
2971	+	}
2972	+
2973		zcan->SetLogy(0);
2974	<	hratio->GetYaxis()->SetRangeUser(0,2.5);
2974	>	hratio->GetYaxis()->SetRangeUser(0,2.0);
2975		hratio->GetYaxis()->SetTitle("Observed/Predicted");
2976		hratio->Draw("e1");
2977
2978	<	TLine *top = new TLine(sbg_min,1.25,sbg_max,1.25);
2979	<	TLine *center = new TLine(sbg_min,1.0,sbg_max,1.0);
2980	<	TLine *bottom = new TLine(sbg_min,0.75,sbg_max,0.75);
2978	>	TLine *top = new TLine(binning[0],1.25,binning[binning.size()-1],1.25);
2979	>	TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2980	>	TLine *bottom = new TLine(binning[0],0.75,binning[binning.size()-1],0.75);
2981
2982
2983		top->SetLineColor(kBlue);top->SetLineStyle(2);
#	Line 2311 \| Line 2988 \| void zjets_prediction_comparison() {
2988		center->Draw("same");
2989		bottom->Draw("same");
2990
2991	<	TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
2991	>	TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
2992		leg2->AddEntry(hratio,"obs / pred","pe");
2993		leg2->AddEntry(bottom,"syst. envelope","l");
2994		leg2->Draw("same");
2995		DrawMCPrelim(simulatedlumi);
2996	<	CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
2996	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
2997	>
2998	>	TCut reducedNJets(cutnJets);
2999	>
3000	>	TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3001	>	TH1F *LcorrJZBeemm = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3002	>	TH1F *RcorrJZBem = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3003	>	TH1F *LcorrJZBem = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3004	>
3005	>	TH1F *RcorrJZBSBem;
3006	>	TH1F *LcorrJZBSBem;
3007	>	TH1F *RcorrJZBSBeemm;
3008	>	TH1F *LcorrJZBSBeemm;
3009	>
3010	>	if(PlottingSetup::RestrictToMassPeak) {
3011	>	RcorrJZBSBem = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3012	>	LcorrJZBSBem = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3013	>	RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3014	>	LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3015	>	}
3016	>
3017	>	TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3018	>	if(PlottingSetup::RestrictToMassPeak) {
3019	>	Bpred->Add(RcorrJZBem,1.0/3.);
3020	>	Bpred->Add(LcorrJZBem,-1.0/3.);
3021	>	Bpred->Add(RcorrJZBSBem,1.0/3.);
3022	>	Bpred->Add(LcorrJZBSBem,-1.0/3.);
3023	>	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3024	>	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3025	>	} else {
3026	>	Bpred->Add(RcorrJZBem,1.0);
3027	>	Bpred->Add(LcorrJZBem,-1.0);
3028	>	}
3029	>
3030	>	Bpred->SetLineColor(kRed);
3031	>
3032	>	TAUhJZBpos->SetLineColor(kBlack);
3033	>	Bpred->SetLineColor(kRed);
3034	>
3035	>	TAUhJZBpos->SetMinimum(1.0);
3036	>	TAUhJZBpos->Draw("e1");
3037	>	Bpred->Draw("same,hist");
3038	>	TAUhJZBpos->Draw("same,e1");
3039	>
3040	>	TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
3041	>	TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
3042	>	TAUleg->AddEntry(Bpred,"Predicted","l");
3043	>	TAUleg->Draw("same");
3044	>	DrawMCPrelim(simulatedlumi);
3045	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
3046	>
3047	>	TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
3048	>	TAUhratio->Divide(Bpred);
3049	>
3050	>	for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
3051	>	cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << " vs predicted : " << Bpred->GetBinContent(i) << " (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
3052	>	}
3053	>
3054	>	zcan->SetLogy(0);
3055	>	TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
3056	>	TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
3057	>	TAUhratio->Draw("e1");
3058	>
3059	>	top->Draw("same");
3060	>	center->Draw("same");
3061	>	bottom->Draw("same");
3062	>
3063	>	TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow #tau#tau",0.25,0.75,false);
3064	>	TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
3065	>	TAUleg2->AddEntry(bottom,"syst. envelope","l");
3066	>	TAUleg2->Draw("same");
3067	>	DrawMCPrelim(simulatedlumi);
3068	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
3069	>
3070	>	delete Bpred;
3071	>	delete TAUhJZBpos;
3072	>	delete LcorrJZBeemm;
3073	>	delete RcorrJZBem;
3074	>	delete LcorrJZBem;
3075	>
3076	>	if(PlottingSetup::RestrictToMassPeak) {
3077	>	delete RcorrJZBSBem;
3078	>	delete LcorrJZBSBem;
3079	>	delete RcorrJZBSBeemm;
3080	>	delete LcorrJZBSBeemm;
3081	>	}
3082	>
3083
3084		delete zcan;
3085		cutWeight=weightbackup;
#	Line 2342 \| Line 3105 \| void sideband_assessment(string datajzb,
3105		tout << "\\begin{tabular}{l\|cc}" << endl;
3106		tout << "\\hline" << endl;
3107		tout << "& {\\OFZP} & {\\OFSB} \\\\\\hline" << endl;
3108	<	tout << "\\#(events) & "<<OFSB<<" & "<<OFZP<<"\\\\ \\hline" << endl;
3108	>	tout << "\\#(events) & "<<OFZP<<" & "<<OFSB<<"\\\\ \\hline" << endl;
3109		tout << "\\end{tabular}" << endl;
3110		tout << "\\end{center}" << endl;
3111		tout << "\\end{table}" << endl;
#	Line 2360 \| Line 3123 \| void make_table(samplecollection &coll,
3123
3124		TCanvas *cannie = new TCanvas("cannie","cannie");
3125
3126	<	for(int icut=0;icut<jzb_cuts.size();icut++) {
3126	>	for(int icut=0;icut<(int)jzb_cuts.size();icut++) {
3127		float currcut=jzb_cuts[icut];
3128		int nbins=1;float low=currcut;
3129		vector<int> mysample;
#	Line 2419 \| Line 3182 \| void make_table(samplecollection &coll,
3182		//prediction part
3183		if(is_data) cout << "Data prediction & ";
3184		if(subselection!="none") cout << subselection << " prediction &";
3185	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3185	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3186
3187		cout << endl;
3188		//observation part
3189		if(is_data) cout << "Data observation & ";
3190		if(subselection!="none") cout << subselection << " observation &";
3191	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3191	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3192		cout << endl;
3193		cout << "_________________________________________________________________" << endl;
3194		delete cannie;
#	Line 2460 \| Line 3223 \| *void JZBSelEff(string mcjzb, TTree even**
3223		int nbins = sizeof(xbins)/sizeof(float)-1;
3224		int markers[] = { 20, 26, 21, 24, 22, 25, 28 };
3225
3226	<	TH1F* heff = new TH1F("heff", "JZB eff ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3227	<	TH1F* hgen = new TH1F("hgen", "JZB gen ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3228	<	TH1F* hreco = new TH1F("hreco","JZB reco ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3226	>
3227	>	TH1F* heff = new TH1F("heff", "JZB eff ; generator JZB [GeV]; efficiency",nbins,xbins);
3228	>	TH1F* hgen = new TH1F("hgen", "JZB gen ; generator JZB [GeV]; efficiency",nbins,xbins);
3229	>	TH1F* hreco = new TH1F("hreco","JZB reco ; generator JZB [GeV]; efficiency",nbins,xbins);
3230
3231		TCut kgen(genMassCut&&"genZPt>0&&genNjets>2&&abs(genMID)==23"&&cutOSSF);
3232		TCut kreco(cutmass);
#	Line 2478 \| Line 3242 \| *void JZBSelEff(string mcjzb, TTree even**
3242		TCanvas *can = new TCanvas("can","Canvas for JZB Efficiency",600,600);
3243		can->SetGridx(1);
3244		can->SetGridy(1);
3245	+	can->SetLeftMargin(0.16);
3246	+	can->SetRightMargin(0.05);
3247		TLegend *leg = make_legend("",0.6,0.2,false,0.89,0.5);
3248	+	leg->SetBorderSize(1);
3249	+	leg->SetLineColor(kBlack);
3250	+	leg->SetTextFont(62);
3251
3252	<
2484	<
2485	<	for ( int icut=0; icut<jzb_bins.size(); ++icut ) {
3252	>	for ( int icut=0; icut<(int)jzb_bins.size(); ++icut ) {
3253
3254		ostringstream selection;
3255		selection << mcjzb << ">" << jzb_bins[icut];
#	Line 2498 \| Line 3265 \| *void JZBSelEff(string mcjzb, TTree even**
3265		}
3266
3267		heff->GetXaxis()->SetRangeUser(min, max);
3268	+	// heff->GetXaxis()->SetLabelSize(0.05); // paper style. overruled.
3269	+	// heff->GetYaxis()->SetLabelSize(0.05); // paper style. overruled.
3270	+	// heff->GetXaxis()->SetTitleSize(0.06); // paper style. overruled.
3271	+	// heff->GetYaxis()->SetTitleSize(0.06); // paper style. overruled.
3272		heff->SetMarkerStyle(markers[icut]);
3273		heff->Fit("func","Q+","same");
3274
#	Line 2509 \| Line 3280 \| *void JZBSelEff(string mcjzb, TTree even**
3280
3281		// Store plot
3282		TH1F* h = (TH1F*)heff->Clone(hname);
3283	+	h->SetNdivisions(505,"X");
3284		if ( icut) h->Draw("same");
3285		else h->Draw();
3286		char htitle[256]; sprintf(htitle,"JZB > %3.0f GeV", jzb_bins[icut]);
#	Line 2529 \| Line 3301 \| *void JZBSelEff(string mcjzb, TTree even**
3301		// Calls the above function for each signal sample
3302		void plot_jzb_sel_eff(string mcjzb, samplecollection &signalsamples, vector<float> bins )
3303		{
3304	<	for (int isignal=0; isignal<signalsamples.collection.size();isignal++) {
3304	>	for (int isignal=0; isignal<(int)signalsamples.collection.size();isignal++) {
3305		dout << "JZB selection efficiency curve: " << std::endl;
3306		JZBSelEff(mcjzb,(signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].samplename,bins); // Only for some selected samples
3307		}
#	Line 2572 \| Line 3344 \| void qcd_plots(string datajzb, string mc
3344		TH1F *RcorrJZBSBeemm;
3345		TH1F *LcorrJZBSBeemm;
3346
3347	<	TH1F *RcorrJZBeemmNoS;
3347	>	// TH1F *RcorrJZBeemmNoS;
3348
3349		//these are for the ratio
3350		TH1F *JRcorrJZBeemm = qcdsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 2656 \| Line 3428 \| void qcd_plots(string datajzb, string mc
3428		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
3429		string ytitle("ratio");
3430		if ( use_data==1 ) ytitle = "data/pred";
3431	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,use_data!=1,ytitle);
3431	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
3432
3433		TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
3434		TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
#	Line 2703 \| Line 3475 \| void qcd_plots(string datajzb, string mc
3475		dout << " Observation increases by : " << RcorrJZBeemm->Integral() << endl;
3476
3477		dout << endl;
3478	<	for(int i=0;i<bins.size();i++) {
3478	>	for(int i=0;i<(int)bins.size();i++) {
3479		dout << " JZB > " << bins[i] << " : " << endl;
3480		dout << " Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
3481		if(PlottingSetup::RestrictToMassPeak) {
#	Line 2751 \| Line 3523 \| void check_ptsanity() {
3523		leg->SetY2(1.0);
3524
3525
3526	<	for(int isample=0;isample<allsamples.collection.size();isample++) {
3526	>	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3527		string nowname=(allsamples.collection)[isample].filename;
3528		cout << "Drawing: " << nowname << " (sample " << isample+1 << " / " << allsamples.collection.size() << ")" << endl;
3529		individualpt1histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt1",50,0,50, "p_{T,1}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
#	Line 2775 \| Line 3547 \| void check_ptsanity() {
3547		ptsancan->cd(2);
3548		fpt2->Draw();
3549
3550	<	for(int isample=0;isample<allsamples.collection.size();isample++) {
3550	>	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3551		ptsancan->cd(1);
3552		individualpt1histos[isample]->DrawNormalized("same,histo");
3553		ptsancan->cd(2);
#	Line 2791 \| Line 3563 \| void check_ptsanity() {
3563		void do_mlls_plot(string mcjzb) {
3564		cout << "At this point we'd plot the mll distribution" << endl;
3565		TCanvas *sigcan = new TCanvas("sigcan","sigcan");
3566	<	for(int isig=0;isig<(signalsamples.collection).size();isig++) {
3566	>	for(int isig=0;isig<(int)(signalsamples.collection).size();isig++) {
3567		if(!(signalsamples.collection)[isig].events) continue;
3568		string nowname=(signalsamples.collection)[isig].filename;
3569		TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets,mc,luminosity,signalsamples.FindSample(nowname));
#	Line 2820 \| Line 3592 \| void do_mlls_plot(string mcjzb) {
3592		}
3593		}
3594
3595	<	void met_vs_jzb_plots() {
3595	>	void met_vs_jzb_plots(string datajzb, string mcjzb) {
3596
3597		TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
3598		canmetjzb->SetRightMargin(0.16);
#	Line 2830 \| Line 3602 \| void met_vs_jzb_plots() {
3602		findme.push_back("TTJets");
3603		findme.push_back("LM");
3604
3605	<	for(int ifind=0;ifind<findme.size();ifind++) {
3605	>	for(int ifind=0;ifind<(int)findme.size();ifind++) {
3606		vector<int> selsamples = allsamples.FindSample(findme[ifind]);
3607		TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
3608	<	for(int isel=0;isel<selsamples.size();isel++) {
3609	<	cout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3610	<	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF);
3608	>	for(int isel=0;isel<(int)selsamples.size();isel++) {
3609	>	dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3610	>	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
3611		}
3612		metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
3613		metvsjzb->SetStats(0);
#	Line 2849 \| Line 3621 \| void met_vs_jzb_plots() {
3621		title->Draw();
3622		CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
3623		}
3624	+
3625	+
3626	+	dout << "About to produce MET plot for DY split up by JZB" << endl;
3627	+
3628	+	int nbins=14;
3629	+	float low=0;
3630	+	float high=140;
3631	+
3632	+	stringstream sLEFT;
3633	+	sLEFT << "((" << mcjzb << ")<0)";
3634	+	TCut LEFT(sLEFT.str().c_str());
3635	+	stringstream sRIGHT;
3636	+	sRIGHT << "((" << mcjzb << ")>0)";
3637	+	TCut RIGHT(sRIGHT.str().c_str());
3638	+
3639	+	TH1F *metleft = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3640	+	TH1F *metleftO = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3641	+	TH1F *metright = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3642	+	TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3643	+
3644	+	metleft->Add(metleftO,-1);
3645	+	metright->Add(metrightO,-1);
3646	+
3647	+	metleft->SetLineColor(kRed);
3648	+	metright->SetLineColor(kBlack);
3649	+	TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
3650	+	metpad->cd();
3651	+	metpad->SetLogy(1);
3652	+	metleft->Draw("histo");
3653	+	metright->Draw("same");
3654	+	TLegend *lg = make_legend();
3655	+	lg->SetX1(0.5);
3656	+	lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
3657	+	lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
3658	+	lg->Draw();
3659	+	save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
3660	+	TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
3661	+
3662	+	TH1F *metlefta = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3663	+	TH1F *metleftOa = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3664	+	TH1F *metrighta = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3665	+	TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3666	+
3667	+	TH1F Bpred = (TH1F)metlefta->Clone("Bpred");
3668	+	Bpred->Add(metleftOa,-1);
3669	+	Bpred->Add(metrightOa);
3670	+	TH1F obs = (TH1F)metrighta->Clone("obs");
3671	+
3672	+	metlefta->Add(metleftOa,-1);
3673	+	metrighta->Add(metrightOa,-1);
3674	+
3675	+	metlefta->SetLineColor(kRed);
3676	+	metpad2->cd();
3677	+	metlefta->Draw("histo");
3678	+	metrighta->Draw("same");
3679	+	lg->Draw();
3680	+	save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
3681	+
3682	+	TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
3683	+	metpad3->cd();
3684	+	Bpred->SetLineColor(kRed);
3685	+	Bpred->Draw("histo");
3686	+	obs->SetLineColor(kBlack);
3687	+	obs->Draw("same");
3688	+	TLegend *lg2 = make_legend();
3689	+	lg2->SetX1(0.5);
3690	+	lg2->AddEntry(obs,"observed","P");
3691	+	lg2->AddEntry(Bpred,"predicted","L");
3692	+	lg2->Draw();
3693	+
3694	+	save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET_type1_spectrum");
3695	+	delete lg;
3696	+	delete canmetjzb;
3697	+	delete metleft;
3698	+	delete metleftO;
3699	+	delete metright;
3700	+	delete metrightO;
3701		}
3702
3703
#	Line 2856 \| Line 3705 \| void test() {
3705
3706		TCanvas *testcanv = new TCanvas("testcanv","testcanv");
3707		testcanv->cd();
3708	<	switch_overunderflow(true);
3708	>	// switch_overunderflow(true);
3709		TH1F *ptdistr = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
3710		switch_overunderflow(false);
3711		ptdistr->Draw();

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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents): Revision 1.9 by buchmann, Tue Mar 27 09:53:08 2012 UTC vs. Revision 1.47 by buchmann, Tue Aug 14 09:32:53 2012 UTC

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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.9 by buchmann, Tue Mar 27 09:53:08 2012 UTC vs.
Revision 1.47 by buchmann, Tue Aug 14 09:32:53 2012 UTC