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

Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.7 by buchmann, Thu Mar 15 20:35:00 2012 UTC vs.
Revision 1.52 by buchmann, Thu Aug 16 14:30:32 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&&PlottingSetup::UseSidebandsForcJZB) {
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&&PlottingSetup::UseSidebandsForcJZB) {
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&&PlottingSetup::UseSidebandsForcJZB) {
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 155 \| Line 357 \| *void draw_ratio_plot(TH1 hdata, THStack**
357		oneline->SetLineWidth(1);
358		oneline->Draw("same");
359		}
360	+	float make_one_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
361	+	string xlabel, string filename, bool plotratio=true, bool loadlastminmax=false, float legendPosition=0.55) {
362	+
363	+	TCut ibasiccut=basiccut;
364	+	bool draw_separation_lines=false;
365	+
366	+	if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
367	+
368	+	TCut cutSF;
369	+	TCut cutOF;
370	+
371	+	cutOF = cutOSOF&&cutnJets&&ibasiccut;
372	+	cutSF = cutOSSF&&cutnJets&&ibasiccut;
373	+
374	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
375	+	ckin->SetLogy(logscale);
376	+	TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
377	+	TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
378	+	string signal("LM3");
379	+	TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
380	+	int idx = signalsamples.FindSample(signal)[0];
381	+	(signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
382	+	signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
383	+	signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
384	+	signalhisto->SetLineStyle(2);
385	+	datahistoSF->SetMarkerSize(DataMarkerSize);
386	+	datahistoOF->SetLineColor(kRed);
387	+
388	+	if ( !logscale ) {
389	+	datahistoSF->SetMinimum(0); // Defaults
390	+	} else {
391	+	datahistoSF->SetMinimum(0.5);
392	+	}
393	+	if (ymax<0) {
394	+	if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
395	+	else datahistoSF->SetMaximum(1.5*datahistoSF->GetMaximum());
396	+	} else {
397	+	datahistoSF->SetMaximum(ymax);
398	+	}
399	+
400	+	float ymaxSet = datahistoSF->GetMaximum();
401	+
402	+	datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
403	+	datahistoSF->GetYaxis()->SetTitle("Events");
404	+	datahistoSF->GetXaxis()->CenterTitle();
405	+	datahistoSF->GetYaxis()->CenterTitle();
406	+
407	+	TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.7,false,legendPosition+0.2);
408	+	mleg->AddEntry(datahistoSF, "Same-flavor", "PL");
409	+	if (datahistoOF->Integral()>0) {
410	+	mleg->AddEntry(datahistoOF, "Opposite-flavor", "L");
411	+	} else {
412	+	mleg->AddEntry((TObject*)0, "", "");
413	+	}
414	+	mleg->AddEntry(signalhisto, "LM3", "L");
415	+
416	+	datahistoSF->Draw("E1");
417	+	if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
418	+	signalhisto->Draw("HIST,SAMES");
419	+	mleg->Draw();
420	+	DrawPrelim();
421	+	CompleteSave(ckin, "SFOF/" + filename);
422	+
423	+	datahistoSF->Delete();
424	+	datahistoOF->Delete();
425	+	signalhisto->Delete();
426	+	delete mleg;
427	+	delete ckin;
428	+
429	+	return ymaxSet;
430	+
431	+	}
432	+
433	+	void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale, string xlabel, string filename,
434	+	bool plotratio=true, bool loadlastminmax=false, float legendPosition=0.55) {
435	+
436	+	string mllcuts[] = { "mll>20","mll>20&&mll<70", "mll>70&&mll<110", "mll>110" };
437	+	string mllcutname[] = { "m_{ll} > 20 GeV", "20 < m_{ll} < 70 GeV", "70 < m_{ll} < 110 GeV", "m_{ll} > 110 GeV" };
438	+	string plotname[] = {"_all","_low","_peak","_high"};
439	+	float ymax;
440	+	for ( int i=0; i<4; ++i ) {
441	+	if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
442	+	if ( i==0 ) {
443	+	ymax = make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, -1, logscale, xlabel,
444	+	filename+plotname[i], plotratio, loadlastminmax, legendPosition );
445	+	} else {
446	+	make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
447	+	filename+plotname[i], plotratio, loadlastminmax, legendPosition );
448	+	}
449	+	make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
450	+	filename+plotname[i]+"_mm", plotratio, loadlastminmax, legendPosition );
451	+	make_one_OFSF_plot(variable, "id1==0&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
452	+	filename+plotname[i]+"_ee", plotratio, loadlastminmax, legendPosition );
453	+	}
454	+
455	+	}
456	+
457
458		float lastrange_min=0;
459		float lastrange_max=0;
#	Line 186 \| Line 485 \| void make_kin_plot(string variable, stri
485		TCut cut;
486		cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
487		if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
488	+	if(filename=="nJets_osof") cut=cutmass&&cutOSOF&&ibasiccut;
489		if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
490		if(filename=="mll") {
491		cut=cutOSSF&&cutnJets&&ibasiccut;
#	Line 197 \| Line 497 \| void make_kin_plot(string variable, stri
497		draw_separation_lines=true;
498		}
499		if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
500	<	if(filename=="mll_aboveJZB100") cut=cutOSSF&&cutnJets&&ibasiccut;
500	>	if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
501	>	if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
502	>	if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
503	>	if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
504		if(filename=="mll_inclusive"\|\|filename=="mll_inclusive_highrange") cut=cutOSSF;
505		if(filename=="mll_inclusive_osof") cut=cutOSOF;
506		if(filename=="mll_inclusive_ee") cut=cutOSSF&&"id1==0";
#	Line 209 \| Line 512 \| void make_kin_plot(string variable, stri
512		ckin->SetLogy(logscale);
513		TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
514		datahisto->SetMarkerSize(DataMarkerSize);
515	<	THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
515	>	if ( !logscale ) datahisto->SetMinimum(0); // Defaults
516	>	else datahisto->SetMinimum(0.5);
517	>	// Custom max.
518	>	if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
519		if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
520		if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
521	<	if(filename=="mll_inclusive") datahisto->SetMinimum(1);
521	>	if(filename=="mll_inclusive"\|\|filename=="mll_inclusive_mm"\|\|filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
522		if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
523		if(filename=="mll_osof") datahisto->SetMinimum(9);
524	+	if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
525	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
526
527	<	datahisto->SetMaximum(5.3*datahisto->GetMaximum());
220	<	datahisto->Draw("e1");
221	<	ckin->Update();
527	>	cout << "******** Cut used : " << (const char*) cut << endl;
528		if(loadlastminmax) {
529		datahisto->SetMinimum(lastrange_min);
530		datahisto->SetMaximum(lastrange_max);
#	Line 228 \| Line 534 \| void make_kin_plot(string variable, stri
534		}
535		}
536
537	+	// Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
538	+	string signal("LM3");
539	+	TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
540	+	int idx = signalsamples.FindSample(signal)[0];
541	+	(signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
542	+	signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
543	+	signalhisto->SetLineColor(kOrange);
544	+
545	+	THStack mcstack = allsamples.DrawStack("mcstack", variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
546	+	datahisto->Draw("e1");
547	+	ckin->Update();
548		mcstack.Draw("same");
549	+
550		datahisto->Draw("same,e1");
551		TLegend *kinleg = allsamples.allbglegend();
552		kinleg->Draw();
#	Line 271 \| Line 589 \| void make_kin_plot(string variable, stri
589		kinpad->SetLogy(logscale);
590		datahisto->Draw("e1");
591		mcstack.Draw("same");
592	+	signalhisto->Draw("same");
593		datahisto->Draw("same,e1");
594		datahisto->Draw("same,axis");
595		if(RestrictToMassPeak&&draw_separation_lines) {
#	Line 278 \| Line 597 \| void make_kin_plot(string variable, stri
597		upperboundary->Draw("same");
598		}
599
600	+	kinleg->AddEntry("signalhisto",signal.c_str(),"l");
601		kinleg->Draw();
602		write_cut->Draw();
603		DrawPrelim();
#	Line 295 \| Line 615 \| void make_kin_plot(string variable, stri
615		delete ckin;
616		}
617
618	<
299	<	void make_JES_plot() {
618	>	void make_JES_plot(TCut cut, string name) {
619
620		int nbins=10;
621		float min=-0.5;
622		float max = 9.5;
623		bool logscale=true;
624		string xlabel="nJets";
306	–	TCut cut=cutmass&&cutOSSF&&basiccut;
625
626		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
627		ckin->SetLogy(logscale);
628	<	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
628	>	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
629		datahisto->SetMarkerSize(DataMarkerSize);
630	<	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
631	<	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
632	<	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
630	>	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
631	>	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
632	>	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
633
634		datahisto->SetMinimum(1);
635		datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
#	Line 336 \| Line 654 \| void make_JES_plot() {
654		TLegend *kinleg = allsamples.allbglegend();
655		kinleg->AddEntry(JESunc,"JES uncertainty","f");
656		kinleg->Draw();
657	<	CompleteSave(ckin,"Systematics/JES");
657	>	CompleteSave(ckin,"Systematics/JES"+name);
658		datahisto->Delete();
659		delete ckin;
660
#	Line 347 \| Line 665 \| void do_kinematic_plots(string mcjzb, st
665		bool dolog=true;
666		bool nolog=false;
667		if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
668	<	float mll_low=40;
668	>	float mll_low=50;
669		float mll_hi=160;
670		if(!PlottingSetup::RestrictToMassPeak) {
671	<	mll_low=30;
672	<	mll_hi=180;
671	>	mll_low=20;
672	>	mll_hi=300;
673		}
674	+	/*
675	+	make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll", false, false);
676	+	make_OFSF_plots("pfJetGoodNum40", "met[4]>100", 7, 3, 10, true, "#(jets)", "njets", false, false);
677	+	make_OFSF_plots("pt1", "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1", false, false);
678	+	make_OFSF_plots("pt2", "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2", false, false);
679	+	make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", false, false, 0.15);
680	+	make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", false, false, 0.15);
681	+	make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", false, false, 0.2);
682	+	make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", false, false, 0.2);
683	+	make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", false, false, 0.2);
684	+	make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(jet1,MET)\|", "dphij1met", false, false, 0.0);
685	+	make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(l1,l2)\|", "dphi", false, false, 0.2);
686	+	make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(l1,MET)\|", "dphiMet1", false, false, 0.2);
687	+	make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(l2,MET)\|", "dphiMet2", false, false, 0.2);
688	+	make_OFSF_plots("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", "met[4]>100", 16, 0, 3.2, false, "Min(\|#Delta#phi(l,MET)\|)", "dphilc", false, false, 0.2);
689	+	make_OFSF_plots("TMath::Min(TMath::Abs(pfJetDphiMet[0]), TMath::Min(TMath::Abs(pfJetDphiMet[1]), TMath::Abs(pfJetDphiMet[2])))", "met[4]>100", 16, 0, 3.2, false, "Min(\|#Delta#phi(jet,MET)\|)", "dphijc", false, false, 0.2);
690	+	make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(dphiMet1)), (TMath::Pi() - TMath::Abs(dphiMet2)))", "met[4]>100", 16, 0, 3.2, false, "Min(#pi - \|#Delta#phi(l,MET)\|)", "dphilco", false, false, 0.2);
691	+	make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(pfJetDphiMet[0])), TMath::Min( (TMath::Pi()-TMath::Abs(pfJetDphiMet[1])), (TMath::Pi() - TMath::Abs(pfJetDphiMet[2]))))", "met[4]>100", 16, 0, 3.2, false, "Min(#Pi - \|#Delta#phi(jet,MET)\|)", "dphijco", false, false, 0.2);
692	+
693	+	make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
694		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
695		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
696		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
697		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
698	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
699	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
700	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
701	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
702	<	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);
698	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
699	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
700	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
701	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
702	>	make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
703		if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
704	+
705	+	make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
706	+	make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"\|#Delta#phi(jet1,MET)\|","dphiJ1MET",doPF,true);
707	+
708	+	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets",doPF);
709	+	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
710	+	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
711	+
712	+	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
713	+	// make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
714	+	// make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
715	+	*/
716	+	make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
717	+	make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
718	+	make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
719	+	make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
720	+	make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
721		stringstream jzbcut;
722		jzbcut << "((is_data&&("<<datajzb<<")>100)\|\|(!is_data&&("<<mcjzb<<")>100))";
723	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
723	>	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
724	>	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);
725	>	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);
726	>	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);
727	>	stringstream jzbcut2;
728	>	jzbcut2 << "((is_data&&("<<datajzb<<")>150)\|\|(!is_data&&("<<mcjzb<<")>150))";
729	>	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
730	>	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);
731	>	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);
732	>	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);
733	>	stringstream jzbcut3;
734	>	jzbcut3 << "((is_data&&("<<datajzb<<")>50)\|\|(!is_data&&("<<mcjzb<<")>50))";
735	>	make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
736	>	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);
737	>	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);
738	>	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);
739	>
740	>	make_kin_plot("mll","met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV] (MET>100GeV)","mll_met100_ll",doPF,true);
741	>	//make_kin_plot("mll","met[4]>150&&id1==0",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ee} [GeV] (MET>150GeV)","mll_met150_ee",doPF,true);
742	>	//make_kin_plot("mll","met[4]>150&&id1==1",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{#mu#mu} [GeV] (MET>150GeV)","mll_met150_mm",doPF,true);
743	>
744	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
745	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
746	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
747	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
748	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
749	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
750	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
751	>
752	>	make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
753	>	make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
754	>
755	>	string regioncut[4] = {"mll>0&&","mll>20&&mll<70&&","mll>70&&mll<110&&","mll>110&&"};
756	>	string regionname[4] = {"global","lowmass","Zregion","highmass"};
757	>	bool StoreRatioPlots=false;
758	>	for(int iregion=0;iregion<4;iregion++) {
759	>	cout << regionname[iregion] << " : " << regioncut[iregion] << endl;
760	>
761	>	//Z properties
762	>	make_kin_plot("pt","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),40,0,200,dolog,"p_{T}^{ee} [GeV] (MET>100GeV)","Z/ZPT_ee_met100_"+regionname[iregion],doPF,StoreRatioPlots);
763	>	make_kin_plot("pt","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),40,0,200,dolog,"p_{T}^{#mu#mu} [GeV] (MET>100GeV)","Z/ZPT_mm_met100_"+regionname[iregion],doPF,StoreRatioPlots);
764	>
765	>	make_kin_plot("phi","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),32,-3.2,3.2,nolog,"#phi^{ee} (MET>100GeV)","Z/ZPhi_ee_met100_"+regionname[iregion],doPF,StoreRatioPlots);
766	>	make_kin_plot("phi","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),32,-3.2,3.2,nolog,"#phi^{#mu#mu} (MET>100GeV)","Z/ZPhi_mm_met100_"+regionname[iregion],doPF,StoreRatioPlots);
767	>
768	>	make_kin_plot("eta","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),30,-3.0,3.0,nolog,"#eta^{ee} (MET>100GeV)","Z/ZEta_ee_met100_"+regionname[iregion],doPF,StoreRatioPlots);
769	>	make_kin_plot("eta","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),30,-3.0,3.0,nolog,"#eta^{#mu#mu} (MET>100GeV)","Z/ZEta_mm_met100_"+regionname[iregion],doPF,StoreRatioPlots);
770	>
771	>	// lepton properties
772	>	make_kin_plot("pt1","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),40,0,200,dolog,"p_{T}^{e1} [GeV] (MET>100GeV)","Lepton/LeadingElectronPt_met100_"+regionname[iregion],doPF,StoreRatioPlots);
773	>	make_kin_plot("pt1","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),40,0,200,dolog,"p_{T}^{#mu1} [GeV] (MET>100GeV)","Lepton/LeadingMuonPt_met100_"+regionname[iregion],doPF,StoreRatioPlots);
774	>	make_kin_plot("pt2","met[4]>100&&id2==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),40,0,200,dolog,"p_{T}^{e2} [GeV] (MET>100GeV)","Lepton/SubLeadingElectronPt_met100_"+regionname[iregion],doPF,StoreRatioPlots);
775	>	make_kin_plot("pt2","met[4]>100&&id2==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),40,0,200,dolog,"p_{T}^{#mu2} [GeV] (MET>100GeV)","Lepton/SubLeadingMuonPt_met100_"+regionname[iregion],doPF,StoreRatioPlots);
776	>
777	>	make_kin_plot("phi1","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),32,-3.2,3.2,nolog,"#phi^{e1} (MET>100GeV)","Lepton/LeadingElectronPhi_met100_"+regionname[iregion],doPF,StoreRatioPlots);
778	>	make_kin_plot("phi1","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),32,-3.2,3.2,nolog,"#phi^{#mu1} (MET>100GeV)","Lepton/LeadingMuonPhi_met100_"+regionname[iregion],doPF,StoreRatioPlots);
779	>	make_kin_plot("phi2","met[4]>100&&id2==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),32,-3.2,3.2,nolog,"#phi^{e2} (MET>100GeV)","Lepton/SubLeadingElectronPhi_met100_"+regionname[iregion],doPF,StoreRatioPlots);
780	>	make_kin_plot("phi2","met[4]>100&&id2==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),32,-3.2,3.2,nolog,"#phi^{#mu2} (MET>100GeV)","Lepton/SubLeadingMuonPhi_met100_"+regionname[iregion],doPF,StoreRatioPlots);
781	>
782	>	make_kin_plot("eta1","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),30,-3.0,3.0,nolog,"#eta^{e1} (MET>100GeV)","Lepton/LeadingElectronEta_met100_"+regionname[iregion],doPF,StoreRatioPlots);
783	>	make_kin_plot("eta1","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),30,-3.0,3.0,nolog,"#eta^{#mu1} (MET>100GeV)","Lepton/LeadingMuonEta_met100_"+regionname[iregion],doPF,StoreRatioPlots);
784	>	make_kin_plot("eta2","met[4]>100&&id2==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),30,-3.0,3.0,nolog,"#eta^{e2} (MET>100GeV)","Lepton/SubLeadingElectronEta_met100_"+regionname[iregion],doPF,StoreRatioPlots);
785	>	make_kin_plot("eta2","met[4]>100&&id2==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),30,-3.0,3.0,nolog,"#eta^{#mu2} (MET>100GeV)","Lepton/SubLeadingMuonEta_met100_"+regionname[iregion],doPF,StoreRatioPlots);
786	>
787	>
788	>	}
789	>
790		}
791
792		void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
793		int nbins, float xmin, float xmax, bool log,
794		float ymin=0, float ymax=0, bool leftJustified=false ) {
795	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
795	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
796
797		TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
798		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__));
799	<	if(var=="numVtx") cutWeight=TCut("1.0");
799	>	//if(var=="numVtx") cutWeight=TCut("1.0");
800		TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
801		TCut jzbMC[] = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
802
803		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
804		int nRegions=4;
805	<	if(!PlottingSetup::RestrictToMassPeak) {
805	>	if(!PlottingSetup::RestrictToMassPeak\|\|!PlottingSetup::UseSidebandsForcJZB) {
806		nRegions=2;
807		}
808
#	Line 408 \| Line 820 \| void make_comp_plot( string var, string
820		TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
821		ccomp->SetLogy(log);
822		TH1F *datahisto = allsamples.Draw("datahisto", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
823	<	TH1F *lm4histo = signalsamples.Draw("lm4histo", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
823	>	TH1F *lm3histo = signalsamples.Draw("lm3histo", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
824		THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb], mc, luminosity);
825		datahisto->SetMarkerSize(DataMarkerSize);
826		if (ymax>ymin) datahisto->SetMaximum(ymax);
827	<	lm4histo->SetLineStyle(2);
827	>	lm3histo->SetLineStyle(2);
828		datahisto->Draw("e1");
829		mcstack.Draw("same");
830		datahisto->Draw("same,e1");
831	<	// lm4histo->Draw("hist,same");
831	>	lm3histo->Draw("hist,same");
832		TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
833		if ( leftJustified ) {
834		Float_t w = kinleg->GetX2()-kinleg->GetX1();
835		kinleg->SetX1(0.2);
836		kinleg->SetX2(0.2+w);
837		}
838	<	// kinleg->AddEntry(lm4histo,"LM4","l");
838	>	kinleg->AddEntry(lm3histo,"LM3","l");
839		kinleg->Draw();
840		TText* write_variable = write_text(0.99,0.01,var);
841		write_variable->SetTextAlign(31);
#	Line 432 \| Line 844 \| void make_comp_plot( string var, string
844		CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
845		delete datahisto;
846		delete ccomp;
847	<	delete lm4histo;
847	>	delete lm3histo;
848		}
849		cutWeight=weightbackup;
850		}
#	Line 442 \| Line 854 \| void region_comparison_plots(string mcjz
854		dout << "Creating comparison plots for signal and control regions" << endl;
855		// Compare a few quantities in the signal region and all 7 control regions
856
857	<	switch_overunderflow(true); // switching overflow/underflow bins on
857	>	// switch_overunderflow(true); // switching overflow/underflow bins on
858
859
860		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
861	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
861	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
862		float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
863		float mll_low=50;float mll_high=170;
864		if(!PlottingSetup::RestrictToMassPeak) {
865	<	mll_high=200;
866	<	mll_low=50;
865	>	mll_high=300;
866	>	mll_low=20;
867		}
868	<	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
868	>	make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
869	>	make_comp_plot("TMath::Abs(pfJetDphiMet[0])","\|#Delta#phi(jet1,MET)\|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
870	>
871	>	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
872		make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
873	<	make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
873	>	make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
874	>	make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
875		make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
876	<	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
876	>	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
877		make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
878		make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
879	+	make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
880	+	make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
881		}
882
883		switch_overunderflow(false); // switching overflow/underflow bins off
#	Line 505 \| Line 923 \| void signal_bg_comparison()
923		JZBplotTtbar->DrawClone("histo,same");
924		JZBplotTtbar->SetFillColor(allsamples.GetColor("TTJets"));
925		JZBplotLM4->Draw("histo,same");
508	–	write_warning(__FUNCTION__,"Please remove this line!");JZBplotLM4->Draw("histo");cout << JZBplotLM4->Integral() << endl;
926
927
928		TLegend *signal_bg_comparison_leg2 = make_legend("",0.55,0.75,false);
#	Line 659 \| Line 1076 \| *vector<TF1> do_extended_fit_to_plot(TH1**
1076		// the line above is not necessary anymore as we're now looking at a prediction without Z+Jets, and not multiplied with (1.0/3)
1077		TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
1078		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1079	<	if(PlottingSetup::RestrictToMassPeak) ttbarlogpar->SetParameter(0,1.0/3*ttbarlogpar->GetParameter(0));//correcting for the fact that we didn't multiply with (1.0/3);
1079	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) ttbarlogpar->SetParameter(0,1.0/3*ttbarlogpar->GetParameter(0));//correcting for the fact that we didn't multiply with (1.0/3);
1080
1081
1082		TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
#	Line 754 \| Line 1171 \| if you want to start from scratch (witho
1171		return return_functions;
1172		}
1173
1174	<	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false )
1174	>	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
1175		{
1176	+	// switch_overunderflow(true);
1177		bool is_data=false;
1178		bool use_signal=false;
1179		if(use_data==1) is_data=true;
#	Line 764 \| Line 1182 \| void do_prediction_plot(string jzb, TCan
1182		if(is_data) nbins=50;
1183		float low=0;
1184		float hi=500;
1185	+
1186		TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
1187		TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1188		TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1189		TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1190		TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1191	+
1192		blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
1193		blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
1194		blankback->GetXaxis()->CenterTitle();
#	Line 783 \| Line 1203 \| void do_prediction_plot(string jzb, TCan
1203		TH1F *RcorrJZBeemmNoS;
1204
1205		//these are for the ratio
1206	+
1207		TH1F *JRcorrJZBeemm = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1208		TH1F *JLcorrJZBeemm = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1209		TH1F *JRcorrJZBem = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
#	Line 796 \| Line 1217 \| void do_prediction_plot(string jzb, TCan
1217		if(use_data==2 \|\| overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,false);
1218
1219
1220	<	if(PlottingSetup::RestrictToMassPeak) {
1220	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1221		RcorrJZBSBem = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1222		LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1223		RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1224		LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1225	<
1225	>
1226		//these are for the ratio
1227		JRcorrJZBSBem = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1228		JLcorrJZBSBem = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1229		JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1230		JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
810	–
1231		}
1232
1233		TH1F *lm4RcorrJZBeemm;
1234	<	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"));
1234	>	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"));
1235
1236		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
1237
#	Line 820 \| Line 1240 \| void do_prediction_plot(string jzb, TCan
1240
1241		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
1242		TH1F JBpred = (TH1F)JLcorrJZBeemm->Clone("Bpred");
1243	<	if(PlottingSetup::RestrictToMassPeak) {
1243	>
1244	>	TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
1245	>	ClearHisto(BpredSys);
1246	>
1247	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1248		Bpred->Add(RcorrJZBem,1.0/3.);
1249		Bpred->Add(LcorrJZBem,-1.0/3.);
1250		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 842 \| Line 1266 \| void do_prediction_plot(string jzb, TCan
1266		JBpred->Add(JLcorrJZBSBem,-1.0/3.);
1267		JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
1268		JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
1269	+
1270	+	//Systematics:
1271	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertONPEAK*zjetsestimateuncertONPEAK);
1272	+	AddSquared(BpredSys,JRcorrJZBem,emuncertONPEAKemuncertONPEAK(1.0/9));
1273	+	AddSquared(BpredSys,JLcorrJZBem,emuncertONPEAKemuncertONPEAK(1.0/9));
1274	+	AddSquared(BpredSys,JRcorrJZBSBem,emsidebanduncertONPEAKemsidebanduncertONPEAK(1.0/9));
1275	+	AddSquared(BpredSys,JLcorrJZBSBem,emsidebanduncertONPEAKemsidebanduncertONPEAK(1.0/9));
1276	+	AddSquared(BpredSys,JRcorrJZBSBeemm,eemmsidebanduncertONPEAKeemmsidebanduncertONPEAK(1.0/9));
1277	+	AddSquared(BpredSys,JLcorrJZBSBeemm,eemmsidebanduncertONPEAKeemmsidebanduncertONPEAK(1.0/9));
1278		} else {
1279		Bpred->Add(RcorrJZBem,1.0);
1280		Bpred->Add(LcorrJZBem,-1.0);
#	Line 851 \| Line 1284 \| void do_prediction_plot(string jzb, TCan
1284		//these are for the ratio
1285		JBpred->Add(JRcorrJZBem,1.0);
1286		JBpred->Add(JLcorrJZBem,-1.0);
1287	+
1288	+	//Systematics
1289	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertOFFPEAK*zjetsestimateuncertOFFPEAK);
1290	+	AddSquared(BpredSys,JRcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1291	+	AddSquared(BpredSys,JLcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1292	+
1293		}
1294
1295	<
1295	>	SQRT(BpredSys);
1296	>	BpredSys->Divide(JBpred);
1297	>
1298
1299		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
1300		TH1F Tpred = (TH1F)RcorrJZBem->Clone("Bpred");
1301		Tpred->Add(LcorrJZBem,-1.0);
1302	<	if(PlottingSetup::RestrictToMassPeak) {
1302	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1303		Tpred->Add(RcorrJZBSBem,1.0);
1304		Tpred->Add(LcorrJZBSBem,-1.0);
1305		Tpred->Add(RcorrJZBSBeemm,1.0);
#	Line 898 \| Line 1339 \| void do_prediction_plot(string jzb, TCan
1339		blankback->Draw();
1340		if(use_data==1)
1341		{
1342	+	//Bpred->SetLineWidth(3); //paper style.overruled.
1343	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style.overruled.
1344		analytical_function = do_extended_fit_to_plot(Bpred,Tpred,LcorrJZBeemm,LcorrJZBem,is_data);
1345		kinpad->cd();//necessary because the extended fit function creates its own canvas
1346		RcorrJZBeemm->Draw("e1x0,same");
1347
1348		Bpred->Draw("hist,same");
1349	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1349	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1350		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1351	+	lm4RcorrJZBeemm->Draw("hist,same");
1352		legBpred->AddEntry(RcorrJZBeemm,"observed","p");
1353		legBpred->AddEntry(Bpred,"predicted","l");
1354	<	legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1355	<	legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1356	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1354	>	// legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1355	>	// legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1356	>	legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
1357		legBpred->Draw();
1358		DrawPrelim();
1359
1360		//this plot shows what the prediction is composed of
1361	<	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1362	<	specialcanv->SetLogy(1);
1363	<	Zjetspred->SetFillColor(kYellow);
1364	<	Zjetspred->SetLineColor(kYellow);
1365	<	TTbarpred->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1366	<	TTbarpred->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1361	>	TPad *predcomppad = new TPad("predcomppad","predcomppad",0,0,1,1);
1362	>	float CurrentBpredLineWidth=Bpred->GetLineWidth();
1363	>	Bpred->SetLineWidth(2);
1364	>	predcomppad->cd();
1365	>	predcomppad->SetLogy(1);
1366	>
1367	>	TH1F jzbnegative = (TH1F)LcorrJZBeemm->Clone("jzbnegative");
1368	>	TH1F sidebandsemu = (TH1F)Bpred->Clone("sidebandsemu");
1369	>	sidebandsemu->Add(jzbnegative,-1);
1370	>
1371	>	jzbnegative->SetFillColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
1372	>	jzbnegative->SetLineColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
1373	>	sidebandsemu->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1374	>	sidebandsemu->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1375	>
1376		THStack predcomposition("predcomposition","prediction composition");
1377	<	predcomposition.Add(TTbarpred);
1378	<	predcomposition.Add(Zjetspred);
1377	>	predcomposition.Add(sidebandsemu);
1378	>	predcomposition.Add(jzbnegative);
1379		blankback->Draw();
1380		RcorrJZBeemm->Draw("e1x0,same");
1381		predcomposition.Draw("histo,same");//
1382		Bpred->Draw("hist,same");
1383	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1383	>	// analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1384		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1385	<	legBpred->Draw();
1385	>	// lm4RcorrJZBeemm->SetLineColor(kOrange+1);
1386	>	lm4RcorrJZBeemm->SetLineWidth(2);
1387	>	//lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
1388	>	lm4RcorrJZBeemm->Draw("histo,same");
1389		DrawPrelim();
1390	<	TLegend *specialleg = new TLegend(0.6,0.4,0.89,0.55);
1391	<	specialleg->SetFillColor(kWhite);specialleg->SetLineColor(kWhite);
1392	<	specialleg->AddEntry(Zjetspred,"Z+Jets prediction","f");
1393	<	specialleg->AddEntry(TTbarpred,"t#bar{t} prediction","f");
1394	<	specialleg->Draw("same");
1395	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionComposition");
1396	<
1397	<	THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1390	>	TLegend *speciallegBpred = make_legend("",0.45,0.55);
1391	>	//TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
1392	>	speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
1393	>	speciallegBpred->AddEntry(Bpred,"Total background","l");
1394	>	speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
1395	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1396	>	else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
1397	>	// speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
1398	>	speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1399	>	speciallegBpred->Draw();
1400	>	save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
1401	>
1402	>	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1403	>	specialcanv->SetLogy(1);
1404	>	// THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1405		blankback->Draw();
1406	<	kostack.Draw("same");
1406	>	// kostack.Draw("same");
1407	>	predcomposition.Draw();
1408		Bpred->Draw("hist,same");
1409	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1409	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1410		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1411		legBpred->Draw();
1412		DrawPrelim();
1413	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionCompositioninMC");
1413	>	CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
1414	>	Bpred->SetLineWidth((int)CurrentBpredLineWidth);
1415	>
1416	>
1417	>	//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;
1418
1419	<	delete specialcanv;
952	<	delete specialleg;
1419	>	delete speciallegBpred;
1420		delete Zjetspred;
1421		delete TTbarpred;
1422
#	Line 957 \| Line 1424 \| void do_prediction_plot(string jzb, TCan
1424		}
1425		if(use_data==0) {
1426		RcorrJZBeemm->Draw("e1x0,same");
1427	+	//Bpred->SetLineWidth(3); // paper style. overruled.
1428		Bpred->Draw("hist,same");
1429		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1430	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
1431	<	legBpred->AddEntry(Bpred,"MC predicted","l");
1430	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1431	>	legBpred->AddEntry(Bpred,"MC predicted","l");
1432		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
1433		if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
1434		if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
#	Line 971 \| Line 1439 \| void do_prediction_plot(string jzb, TCan
1439		}
1440		if(use_data==2) {
1441		RcorrJZBeemm->Draw("e1x0,same");
1442	+	//Bpred->SetLineWidth(3); // paper style. overruled.
1443		Bpred->Draw("hist,same");
1444		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1445	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
1445	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1446		legBpred->AddEntry(Bpred,"MC predicted","l");
1447	<	legBpred2->AddEntry(RcorrJZBeemm,"MC observed","p");
1447	>	legBpred2->AddEntry(RcorrJZBeemm,"MC true","p");
1448		legBpred2->AddEntry(Bpred,"MC predicted","l");
1449		{
1450		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18 --> now only allowed for root >=v5.30
#	Line 986 \| Line 1455 \| void do_prediction_plot(string jzb, TCan
1455		// CompleteSave(globalcanvas,"Bpred_MCwithS"); // done below in save_with_ratio
1456		}
1457		{
1458	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style. overruled.
1459	+	//RcorrJZBeemmNoS->SetLineWidth(3); //paper style. overruled.
1460	+	//lm4RcorrJZBeemm->SetLineStyle(2); //paper style. overruled.
1461	+	//RcorrJZBeemmNoS->SetLineStyle(3); //paper style. overruled.
1462	+	//lm4RcorrJZBeemm->SetLineColor(kOrange+1); //paper style. overruled.
1463	+
1464		RcorrJZBeemmNoS->SetLineStyle(2);
1465		legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
1466		legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
#	Line 1004 \| Line 1479 \| void do_prediction_plot(string jzb, TCan
1479		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
1480		string ytitle("ratio");
1481		if ( use_data==1 ) ytitle = "data/pred";
1482	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1482	>	//save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1483	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
1484
1485
1486		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1487	<	/// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1488	<	if(!PlottingSetup::RestrictToMassPeak) return;
1489	<	TH1F Bpredem = (TH1F)LcorrJZBeemm->Clone("Bpredem");
1490	<	Bpredem->Add(RcorrJZBem);
1491	<	Bpredem->Add(LcorrJZBem,-1);
1492	<	TH1F BpredSBem = (TH1F)LcorrJZBeemm->Clone("BpredSBem");
1493	<	BpredSBem->Add(RcorrJZBSBem);
1494	<	Bpred->Add(LcorrJZBSBem,-1);
1495	<	TH1F BpredSBeemm = (TH1F)LcorrJZBeemm->Clone("BpredSBeemm");
1496	<	BpredSBeemm->Add(RcorrJZBSBeemm);
1497	<	BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1498	<	globalcanvas->cd();
1499	<	globalcanvas->SetLogy(1);
1500	<
1501	<	RcorrJZBeemm->SetMarkerStyle(20);
1502	<	RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1503	<	blankback->Draw();
1504	<	RcorrJZBeemm->Draw("e1x0,same");
1505	<	RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1506	<
1507	<	Bpredem->SetLineColor(kRed+1);
1508	<	Bpredem->SetStats(0);
1509	<	Bpredem->Draw("hist,same");
1510	<
1511	<	BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1512	<	BpredSBem->SetLineStyle(2);
1513	<	BpredSBem->Draw("hist,same");
1514	<
1515	<	BpredSBeemm->SetLineColor(kBlue+1);
1516	<	BpredSBeemm->SetLineStyle(3);
1517	<	BpredSBeemm->Draw("hist,same");
1518	<	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1519	<
1520	<	TLegend *legBpredc = make_legend("",0.6,0.55);
1521	<	if(use_data==1)
1522	<	{
1523	<	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
1524	<	legBpredc->AddEntry(Bpredem,"OFZP","l");
1525	<	legBpredc->AddEntry(BpredSBem,"OFSB","l");
1526	<	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
1527	<	legBpredc->Draw();
1528	<	CompleteSave(globalcanvas,"Bpred_Data_comparison");
1529	<	}
1530	<	if(use_data==0) {
1531	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
1532	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1533	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1534	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1535	<	legBpredc->Draw();
1536	<	CompleteSave(globalcanvas,"Bpred_MC_comparison");
1537	<	}
1538	<	if(use_data==2) {
1539	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
1540	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1541	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1542	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1543	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1544	<	legBpredc->Draw();
1545	<	CompleteSave(globalcanvas,"Bpred_MCwithS_comparison");
1487	>	// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1488	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1489	>	TH1F Bpredem = (TH1F)LcorrJZBeemm->Clone("Bpredem");
1490	>	Bpredem->Add(RcorrJZBem);
1491	>	Bpredem->Add(LcorrJZBem,-1);
1492	>	TH1F BpredSBem = (TH1F)LcorrJZBeemm->Clone("BpredSBem");
1493	>	BpredSBem->Add(RcorrJZBSBem);
1494	>	Bpred->Add(LcorrJZBSBem,-1);
1495	>	TH1F BpredSBeemm = (TH1F)LcorrJZBeemm->Clone("BpredSBeemm");
1496	>	BpredSBeemm->Add(RcorrJZBSBeemm);
1497	>	BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1498	>	globalcanvas->cd();
1499	>	globalcanvas->SetLogy(1);
1500	>
1501	>	RcorrJZBeemm->SetMarkerStyle(20);
1502	>	RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1503	>	blankback->Draw();
1504	>	RcorrJZBeemm->Draw("e1x0,same");
1505	>	RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1506	>
1507	>	Bpredem->SetLineColor(kRed+1);
1508	>	Bpredem->SetStats(0);
1509	>	Bpredem->Draw("hist,same");
1510	>
1511	>	BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1512	>	BpredSBem->SetLineStyle(2);
1513	>	BpredSBem->Draw("hist,same");
1514	>
1515	>	BpredSBeemm->SetLineColor(kBlue+1);
1516	>	BpredSBeemm->SetLineStyle(3);
1517	>	BpredSBeemm->Draw("hist,same");
1518	>	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1519	>
1520	>	TLegend *legBpredc = make_legend("",0.6,0.55);
1521	>	if(use_data==1)
1522	>	{
1523	>	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
1524	>	legBpredc->AddEntry(Bpredem,"OFZP","l");
1525	>	legBpredc->AddEntry(BpredSBem,"OFSB","l");
1526	>	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
1527	>	legBpredc->Draw();
1528	>	CompleteSave(globalcanvas,subdir+"Bpred_Data_comparison");
1529	>	}
1530	>	if(use_data==0) {
1531	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1532	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1533	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1534	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1535	>	legBpredc->Draw();
1536	>	CompleteSave(globalcanvas,subdir+"Bpred_MC_comparison");
1537	>	}
1538	>	if(use_data==2) {
1539	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1540	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1541	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1542	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1543	>	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1544	>	legBpredc->Draw();
1545	>	CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
1546	>	}
1547		}
1548	+
1549	+	TFile *f = new TFile("tester.root","RECREATE");
1550	+	RcorrJZBeemm->Write();
1551	+	Bpred->Write();
1552	+	f->Close();
1553	+
1554		delete RcorrJZBeemm;
1555		delete LcorrJZBeemm;
1556		delete RcorrJZBem;
#	Line 1080 \| Line 1563 \| void do_prediction_plot(string jzb, TCan
1563
1564		delete blankback;
1565
1566	<	if(PlottingSetup::RestrictToMassPeak) {
1566	>	delete BpredSys;
1567	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1568		delete RcorrJZBSBem;
1569		delete LcorrJZBSBem;
1570		delete RcorrJZBSBeemm;
#	Line 1092 \| Line 1576 \| void do_prediction_plot(string jzb, TCan
1576		delete JLcorrJZBSBeemm;
1577		}
1578		if(overlay_signal \|\| use_data==2) delete lm4RcorrJZBeemm;
1579	+	switch_overunderflow(false);
1580		}
1581
1582		void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
1583		TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
1584	<	do_prediction_plot(datajzb,globalcanvas,DataSigma,jzbHigh ,data,overlay_signal);
1585	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mc,overlay_signal);
1586	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mcwithsignal,overlay_signal);
1584	>	do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
1585	>	if ( !PlottingSetup::Approved ) {
1586	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
1587	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
1588	>	} else {
1589	>	write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
1590	>	}
1591		}
1592
1593		void do_ratio_plot(int is_data,vector<float> binning, string jzb, TCanvas *can, float high=-9999) {
#	Line 1116 \| Line 1605 \| void do_ratio_plot(int is_data,vector<fl
1605		TH1F *RcorrJZBSBeemm;
1606		TH1F *LcorrJZBSbeemm;
1607
1608	<	if(PlottingSetup::RestrictToMassPeak) {
1608	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1609		RcorrJZBSBem = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1610		LcorrJZBSBem = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1611		RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
#	Line 1128 \| Line 1617 \| void do_ratio_plot(int is_data,vector<fl
1617
1618		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1619		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
1620	<	if(PlottingSetup::RestrictToMassPeak) {
1620	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1621		Bpred->Add(RcorrJZBem,1.0/3);
1622		Bpred->Add(LcorrJZBem,-1.0/3);
1623		Bpred->Add(RcorrJZBSBem,1.0/3);
#	Line 1435 \| Line 1924 \| void draw_pure_jzb_histo(TCut cut,string
1924		datahisto->Draw("same,e1");
1925
1926		TLegend *leg;
1927	<	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1928	<	else if(!is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1929	<	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1930	<	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1931	<	else {
1932	<	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1933	<	exit(-1);
1934	<	}
1927	>	if (!PlottingSetup::RestrictToMassPeak\|\|!PlottingSetup::UseSidebandsForcJZB) {
1928	>	if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
1929	>	else leg = allsamples.allbglegend("Same flavor",datahisto);
1930	>	} else {
1931	>	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1932	>	else if(!is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1933	>	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1934	>	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1935	>	else {
1936	>	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1937	>	exit(-1);
1938	>	}
1939	>	}
1940		leg->Draw();
1941		string write_cut = decipher_cut(cut,"");
1942		TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
1943		writeline1->SetTextSize(0.035);
1944		writeline1->Draw();
1945	<	save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
1945	>	if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
1946	>	else save_with_ratio(datahisto,mcstack,jzbpad->cd(),savename);
1947		TPad *jzbpad2 = new TPad("jzbpad2","jzbpad2",0,0,1,1);
1948		jzbpad2->cd();
1949		jzbpad2->SetLogy(1);
#	Line 1463 \| Line 1958 \| void draw_pure_jzb_histo(TCut cut,string
1958		writeline1->SetTextSize(0.035);
1959		writeline1->Draw();
1960		DrawPrelim();
1961	<	save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
1961	>	if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
1962	>	else save_with_ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
1963		datahisto->Delete();
1964		mcstack.Delete();
1965		}
#	Line 1471 \| Line 1967 \| void draw_pure_jzb_histo(TCut cut,string
1967		Double_t GausR(Double_t x, Double_t par) {
1968		return gRandom->Gaus(x[0],par[0]);
1969		}
1970	+
1971	+	void produce_stretched_jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
1972	+	TCanvas *dican = new TCanvas("dican","JZB Plots Canvas");
1973	+	float max=jzbHigh ;
1974	+	float min=-120;
1975	+	int nbins=(int)((max-min)/5.0); // we want 5 GeV/bin
1976	+	int coarserbins=int(nbins/2.0);
1977	+	int rebinnedbins=int(nbins/4.0);
1978	+
1979	+	vector<float>binning;vector<float>coarse_binning;vector<float>coarsest_binning;
1980	+	for(int i=0;i<=nbins;i++)binning.push_back(min+i*(max-min)/((float)nbins));
1981	+	for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
1982	+	for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
1983	+
1984	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP",dican,binning);
1985	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP",dican,binning);
1986	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_SFZP",dican,binning);
1987	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
1988	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
1989	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
1990	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
1991	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
1992	+
1993	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
1994	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
1995	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
1996	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
1997	+
1998	+	delete dican;
1999	+	}
2000
2001	+
2002	+	void diboson_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2003	+	vector<int> SamplesToBeModified = allsamples.FindSampleBySampleName("WW/WZ/ZZ");
2004	+
2005	+	if(SamplesToBeModified.size()==0 \|\| SamplesToBeModified[0]==-1) {
2006	+	write_error(__FUNCTION__,"Could not find any diboson samples - aborting diboson plots");
2007	+	return;
2008	+	}
2009	+
2010	+	float stretchfactor = 100.0;
2011	+	vector<string> labels;
2012	+
2013	+
2014	+	dout << "Going to increase the cross section for diboson samples ... " << endl;
2015	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
2016	+	float origxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
2017	+	(allsamples.collection)[SamplesToBeModified[i]].xs=origxs*stretchfactor;
2018	+	dout << " Increased xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].filename << " from " << origxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ")" << endl;
2019	+	labels.push_back((allsamples.collection)[SamplesToBeModified[i]].samplename);
2020	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=any2string(int(stretchfactor))+" x "+(allsamples.collection)[SamplesToBeModified[i]].samplename;
2021	+	dout << " (also renamed it to " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " )" << endl;
2022	+	}
2023	+
2024	+	dout << "Going to produce JZB plots" << endl;
2025	+	produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
2026	+	TCanvas *gloca = new TCanvas("gloca","gloca");
2027	+
2028	+	dout << "Going to produce prediction plots" << endl;
2029	+	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
2030	+	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
2031	+	delete gloca;
2032	+
2033	+	dout << "Going to reset the cross section for diboson samples ... " << endl;
2034	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
2035	+	float Upxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
2036	+	(allsamples.collection)[SamplesToBeModified[i]].xs=(allsamples.collection)[SamplesToBeModified[i]].xs*(1.0/stretchfactor);
2037	+	string Upname=(allsamples.collection)[SamplesToBeModified[i]].samplename;
2038	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=labels[i];
2039	+	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;
2040	+
2041	+	}
2042	+
2043	+	}
2044	+
2045	+
2046	+	void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
2047	+	TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
2048	+	jzbpad->cd();
2049	+	jzbpad->SetLogy(1);
2050	+	string xlabel="JZB [GeV]";
2051	+
2052	+	TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
2053	+	datahisto1->SetLineColor(kRed);
2054	+	datahisto1->SetMarkerColor(kRed);
2055	+	TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
2056	+	datahisto2->SetLineColor(kBlue);
2057	+	datahisto2->SetMarkerColor(kBlue);
2058	+
2059	+	datahisto2->SetMarkerSize(DataMarkerSize);
2060	+	datahisto1->DrawNormalized("e1");
2061	+	datahisto2->DrawNormalized("histo,same");
2062	+	datahisto1->DrawNormalized("same,e1");
2063	+
2064	+	TLegend *leg = make_legend();
2065	+	leg->AddEntry(datahisto1,legentry1.c_str());
2066	+	leg->AddEntry(datahisto2,legentry2.c_str());
2067	+	leg->Draw();
2068	+
2069	+	save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
2070	+
2071	+	datahisto1->Delete();
2072	+	datahisto2->Delete();
2073	+	}
2074	+
2075	+
2076		void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2077		TCanvas *can = new TCanvas("can","JZB Plots Canvas");
2078		float max=jzbHigh ;
#	Line 1485 \| Line 2086 \| void jzb_plots(string mcjzb, string data
2086		for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
2087		for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
2088
2089	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2090	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2091	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2092	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2093	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2094	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2095	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2096	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2097	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2089	>	if ( !PlottingSetup::Approved ) {
2090	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2091	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2092	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2093	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2094	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2095	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2096	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2097	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2098	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2099	>	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);
2100	>	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);
2101	>	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);
2102	>
2103	>	}
2104
2105		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
2106	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2107	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2108	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2109	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2110	<
2111	<	// draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarsest",can,coarsest_binning);
2112	<	// 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);
2106	>	if ( !PlottingSetup::Approved ) {
2107	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2108	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2109	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2110	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2111	>	}
2112	>	delete can;
2113		}
2114
2115
#	Line 1555 \| Line 2159 \| void compute_MC_yields(string mcjzb,vect
2159		TCanvas *yica = new TCanvas("yica","yield canvas");
2160
2161		int nRegions=4;
2162	<	if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
2162	>	if(!PlottingSetup::RestrictToMassPeak\|\|!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
2163		string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
2164		string posneg[] = {"pos","neg"};
2165		TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
2166
2167	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
2167	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
2168		TCut jzbMC[] = { give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos"), give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg") };
2169		dout << "_________________________________________________________" << endl;
2170		dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
2171	<	for(int isample=0;isample<(allsamples.collection).size();isample++) {
2171	>	for(int isample=0;isample<(int)(allsamples.collection).size();isample++) {
2172		if(!(allsamples.collection)[isample].is_data) dout << (allsamples.collection)[isample].samplename << " & ";
2173		else dout << "Sample & ";
2174		for(int iregion=0;iregion<nRegions;iregion++) {
#	Line 1823 \| Line 2427 \| void draw_ttbar_and_zjets_shape_for_one_
2427
2428		void draw_ttbar_and_zjets_shape(string mcjzb, string datajzb) {
2429		int all_leptons=-1;
1826	–	int electrons_only=0;
1827	–	int mu_only=1;
1828	–	int twojetswith50gev=1;
2430		int threejetswith30gev=0;
2431		/*
2432	+	int twojetswith50gev=1;
2433	+	int electrons_only=0;
2434	+	int mu_only=1;
2435	+
2436		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,twojetswith50gev);
2437		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev);
2438
#	Line 1841 \| Line 2446 \| void draw_ttbar_and_zjets_shape(string m
2446		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
2447		}
2448
2449	<	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
1845	<	//first: colorful plots
2449	>	float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
2450		TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2451		cancorr->SetLogz();
2452		cancorr->SetRightMargin(0.13);
2453	<	flag_this_change(__FUNCTION__,__LINE__,false);//PlottingSetup::RestrictToMassPeak
2454	<	TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)");
2453	>	TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
2454	>
2455	>	if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2456		TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2457	<	(allsamples.collection)[allsamples.FindSample("Data")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotd",zptforresponsepresentation);
2457	>	niceresponseplotd->Sumw2();
2458	>	TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
2459	>	vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2460	>	for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2461	>	if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2462	>	if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2463	>
2464	>	dout << " Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2465	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
2466	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
2467	>	}
2468	>	niceresponseplotd->Add(emuResponse,-1);
2469	>
2470		niceresponseplotd->SetStats(0);
2471		niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2472		niceresponseplotd->GetYaxis()->SetTitle("Response");
#	Line 1857 \| Line 2474 \| void find_correction_factors(string &jzb
2474		niceresponseplotd->GetYaxis()->CenterTitle();
2475		niceresponseplotd->Draw("COLZ");
2476		TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2477	+	profd->Rebin(2);
2478		profd->SetMarkerSize(DataMarkerSize);
2479	<	profd->Fit("pol0","","same,e1",30,400);
2479	>	profd->Fit("pol0","","same,e1",100,400);
2480		DrawPrelim();
2481	<	TText* title = write_text(0.5,0.7,"Data");
2481	>	string stitle="Data";
2482	>	if(!Contains(FindKeyword,"Data")) stitle="MC";
2483	>	TText* title = write_text(0.5,0.7,stitle.c_str());
2484		title->SetTextAlign(12);
2485		title->Draw();
2486		TF1 datapol=(TF1)profd->GetFunction("pol0");
2487	<	float datacorrection=datapol->GetParameter(0);
2488	<	stringstream dataresstring;
2489	<	dataresstring<<"Response: "<<std::setprecision(2)<<100*datacorrection<<" %";
2490	<	TText* restitle = write_text(0.5,0.65,dataresstring.str());
2487	>	float correction=datapol->GetParameter(0);
2488	>	stringstream resstring;
2489	>	resstring<<"Response: "<<std::setprecision(2)<<100*correction<<" %";
2490	>	TText* restitle = write_text(0.5,0.65,resstring.str());
2491		restitle->SetTextAlign(12);
2492		restitle->SetTextSize(0.03);
2493		restitle->Draw();
2494	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_Data");
2495	<
2496	<	TH2F *niceresponseplotm = new TH2F("niceresponseplotm","",100,0,600,100,0,5);
2497	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotm",zptforresponsepresentation);
2498	<	niceresponseplotm->SetStats(0);
2499	<	niceresponseplotm->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2500	<	niceresponseplotm->GetYaxis()->SetTitle("Response");
2501	<	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");
2494	>	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2495	>	delete cancorr;
2496	>	delete niceresponseplotd;
2497	>	delete profd;
2498	>	return correction;
2499	>	}
2500	>
2501	>	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2502
2503	+	dout << "Computing response corrections: " << endl;
2504	+	//Step 1 : Get results
2505	+	float datacorrection=find_one_correction_factor("Data",true,"","Data");
2506	+	float mccorrection=find_one_correction_factor("DY",false,"","MC");
2507	+
2508	+	float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
2509	+	float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
2510	+
2511	+	float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
2512	+	float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
2513	+
2514	+	cout << "Corrections : " << endl;
2515	+	cout << " Data : " << datacorrection << endl;
2516	+	cout << " ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
2517	+	cout << " MC : " << mccorrection << endl;
2518	+	cout << " ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
2519
2520	<	//Step 2: Getting the result
1904	<	// TCut zptcutforresponse("pt>30&&pt<300&&TMath::Abs(91.2-mll)<20&&id1==id2&&(ch1*ch2<0)");
2520	>	//Step 2: Processing the result and making it into something useful :-)
2521		stringstream jzbvardatas;
2522	<	if(datacorrection>1) jzbvardatas<<"(jzb[1]-"<<datacorrection-1<<"*pt)";
2523	<	if(datacorrection<1) jzbvardatas<<"(jzb[1]+"<<1-datacorrection<<"*pt)";
2522	>	jzbvardatas << "(";
2523	>
2524	>	if(dataEEcorrection>=1) jzbvardatas<<"((id1==0&&id1==id2)(jzb[1]-" << dataEEcorrection-1 << "pt))";
2525	>	if(dataEEcorrection<1) jzbvardatas<<"((id1==0&&id1==id2)(jzb[1]+" << 1-dataEEcorrection << "pt))";
2526	>
2527	>	if(dataMMcorrection>=1) jzbvardatas<<"+((id1==1&&id1==id2)(jzb[1]-" << dataMMcorrection-1 << "pt))";
2528	>	if(dataMMcorrection<1) jzbvardatas<<"+((id1==1&&id1==id2)(jzb[1]+" << 1-dataMMcorrection << "pt))";
2529	>
2530	>	float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
2531	>
2532	>	if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)(jzb[1]-" << datacorrection-1 << "pt))";
2533	>	if(datacorrection<1) jzbvardatas<<"+((id1!=id2)(jzb[1]+" << 1-datacorrection << "pt))";
2534	>
2535	>	jzbvardatas << ")";
2536		jzbvardata=jzbvardatas.str();
2537	+
2538		stringstream jzbvarmcs;
2539	<	if(mccorrection>1) jzbvarmcs<<"(jzb[1]-"<<mccorrection-1<<"*pt)";
2540	<	if(mccorrection<1) jzbvarmcs<<"(jzb[1]+"<<1-mccorrection<<"*pt)";
2539	>	jzbvarmcs << "(";
2540	>
2541	>	if(mcEEcorrection>=1) jzbvarmcs<<"((id1==0&&id1==id2)(jzb[1]-" << mcEEcorrection-1 << "pt))";
2542	>	if(mcEEcorrection<1) jzbvarmcs<<"((id1==0&&id1==id2)(jzb[1]+" << 1-mcEEcorrection << "pt))";
2543	>
2544	>	if(mcMMcorrection>=1) jzbvarmcs<<"+((id1==1&&id1==id2)(jzb[1]-" << mcMMcorrection-1 << "pt))";
2545	>	if(mcMMcorrection<1) jzbvarmcs<<"+((id1==1&&id1==id2)(jzb[1]+" << 1-mcMMcorrection << "pt))";
2546	>
2547	>	float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
2548	>
2549	>	if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)(jzb[1]-" << mccorrection-1 << "pt))";
2550	>	if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)(jzb[1]+" << 1-mccorrection << "pt))";
2551	>
2552	>	jzbvarmcs << ")";
2553		jzbvarmc=jzbvarmcs.str();
2554	+
2555		dout << "JZB Z pt correction summary : " << endl;
2556		dout << " Data: The response is " << datacorrection << " --> jzb variable is now : " << jzbvardata << endl;
2557		dout << " MC : The response is " << mccorrection << " --> jzb variable is now : " << jzbvarmc << endl;
2558	+
2559		}
2560
2561		void pick_up_events(string cut) {
#	Line 1920 \| Line 2563 \| void pick_up_events(string cut) {
2563		allsamples.PickUpEvents(cut);
2564		}
2565
2566	<	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError) {
2566	>	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
2567		dout << "Saving configuration template!" << endl;
2568		ofstream configfile;
2569		configfile.open("../DistributedModelCalculations/last_configuration.C");
#	Line 1940 \| Line 2583 \| void save_template(string mcjzb, string
2583		configfile<<"string datajzb=\"datajzb_ERROR\";\n";
2584		configfile<<"string mcjzb=\"mcjzb_ERROR\";\n";
2585		configfile<<"vector<float>jzb_cuts;\n";
2586	+	configfile<<"vector<float>jzb_shape_limit_bins;\n";
2587		configfile<<"float MCPeakError=-999;\n";
2588	+	configfile<<"float DataPeakError=-999;\n";
2589		configfile<<"}\n\n";
2590
2591		configfile<<"void read_config() {\n";
2592		configfile<<"datajzb=\""<<datajzb<<"\";\n";
2593		configfile<<"mcjzb=\""<<mcjzb<<"\";\n\n";
2594	<	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n\n";
2595	<	for(int i=0;i<jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2594	>	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n";
2595	>	configfile<<"DataPeakError="<<DataPeakError<<";\n\n";
2596	>	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";
2597	>	configfile<<"\n\n";
2598	>	for(int i=0;i<(int)Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2599	>	for(int i=0;i<(int)Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2600	>	for(int i=0;i<(int)Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2601		configfile<<"\n\n";
2602	<	for(int i=0;i<Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2603	<	for(int i=0;i<Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2604	<	for(int i=0;i<Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2602	>	for(int i=0;i<(int)flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2603	>	for(int i=0;i<(int)flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2604	>	for(int i=0;i<(int)flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2605	>	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";
2606		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";
2607		configfile<<"\n\n";
2608		configfile<<"luminosity="<<luminosity<<";\n";
2609		configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
2610	+	configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
2611
2612		configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
2613
#	Line 1981 \| Line 2630 \| *void draw_all_ttbar_histos(TCanvas can,**
2630		float max=histos[0]->GetMaximum();
2631		if(manualmin>=0) min=manualmin;
2632		else {
2633	<	for(int i=1;i<histos.size();i++) {
2633	>	for(int i=1;i<(int)histos.size();i++) {
2634		float curmin=get_nonzero_minimum(histos[i]);
2635		float curmax=histos[i]->GetMaximum();
2636		if(curmin<min) min=curmin;
#	Line 1992 \| Line 2641 \| *void draw_all_ttbar_histos(TCanvas can,**
2641		histos[0]->Draw(drawoption.c_str());
2642		stringstream drawopt;
2643		drawopt << drawoption << ",same";
2644	<	for(int i=1;i<histos.size();i++) {
2644	>	for(int i=1;i<(int)histos.size();i++) {
2645		histos[i]->Draw(drawopt.str().c_str());
2646		}
2647		}
#	Line 2001 \| Line 2650 \| void ttbar_sidebands_comparison(string m
2650		//in the case of the on peak analysis, we compare the 3 control regions to the real value
2651		//in the case of the OFF peak analysis, we compare our control region to the real value
2652		TCut weightbackup=cutWeight;
2004	–	cutWeight="1.0";
2005	–	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2653
2654	+	bool doPURW=false;
2655	+
2656	+
2657	+	if(!doPURW) {
2658	+	dout << "Not doing PU reweighting for ttbar closure test" << endl;
2659	+	cutWeight="1.0";
2660	+	// Do it without PU re-weighting
2661	+	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2662	+	stringstream resultsNoPU;
2663	+	stringstream noPUdatajzb;
2664	+	stringstream noPUmcjzb;
2665	+
2666	+	stringstream mcjzbnoPU;
2667	+	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2668	+	mcjzb = noPUmcjzb.str();
2669	+	}
2670	+
2671	+
2672	+	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2673
2674	<	TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2674	>	TH1F *TZem = systsamples.Draw("TZem", mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2675		TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2676		TH1F *TSem;
2677		TH1F *nTSem;
2678	<	TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2678	>	TH1F *TZeemm = systsamples.Draw("TZeemm", mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2679		TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2680		TH1F *TSeemm;
2681		TH1F *nTSeemm;
2682
2683	<	if(PlottingSetup::RestrictToMassPeak) {
2684	<	TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2685	<	nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2686	<	TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2683	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2684	>	TSem = systsamples.Draw("TSem", mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2685	>	nTSem = systsamples.Draw("nTSem", "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2686	>	TSeemm = systsamples.Draw("TSeemm", mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2687		nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2688		}
2689
2690		TCanvas *tcan = new TCanvas("tcan","tcan");
2025	–
2691		tcan->SetLogy(1);
2692
2693		TZeemm->SetLineColor(kBlack);
#	Line 2031 \| Line 2696 \| void ttbar_sidebands_comparison(string m
2696		TZem->SetMarkerColor(kRed);
2697
2698
2699	<	if(PlottingSetup::RestrictToMassPeak) {
2699	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2700		TSem->SetLineColor(TColor::GetColor("#00A616"));
2701		TSeemm->SetLineColor(kMagenta+2);
2702		TSem->SetMarkerColor(TColor::GetColor("#00A616"));
#	Line 2041 \| Line 2706 \| void ttbar_sidebands_comparison(string m
2706		}
2707
2708		vector<TH1F*> histos;
2709	+	TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2710	+	TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2711		histos.push_back(TZem);
2712		histos.push_back(TZeemm);
2713	<	if(PlottingSetup::RestrictToMassPeak) {
2713	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2714	>	TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2715	>	TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2716		histos.push_back(TSem);
2717		histos.push_back(TSeemm);
2718		}
2719	<	draw_all_ttbar_histos(tcan,histos,"histo",0.04);
2719	>	draw_all_ttbar_histos(tcan,histos,"histo",1);
2720
2721		TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
2722		leg->AddEntry(TZeemm,"SFZP","l");
2723		leg->AddEntry(TZem,"OFZP","l");
2724	<	if(PlottingSetup::RestrictToMassPeak) {
2724	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2725		leg->AddEntry(TSeemm,"SFSB","l");
2726		leg->AddEntry(TSem,"OFSB","l");
2727		}
2728		leg->Draw("same");
2729		DrawMCPrelim(simulatedlumi);
2730		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison");
2062	–
2731		TH1F TZemcopy = (TH1F)TZem->Clone("TZemcopy");
2732		TH1F TZeemmcopy = (TH1F)TZeemm->Clone("TZeemmcopy");
2733	<	TH1F TSeemmcopy = (TH1F)TSeemm->Clone("TSeemmcopy");
2734	<	TH1F TSemcopy = (TH1F)TSem->Clone("TSemcopy");
2733	>	TH1F *TSeemmcopy;
2734	>	TH1F *TSemcopy;
2735	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2736	>	TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
2737	>	TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
2738	>	}
2739
2740		TZem->Divide(TZeemm);
2741		TZem->SetMarkerStyle(21);
2742	<	if(PlottingSetup::RestrictToMassPeak) {
2742	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2743		TSem->Divide(TZeemm);
2744		TSeemm->Divide(TZeemm);
2745		TSem->SetMarkerStyle(24);
2746		TSeemm->SetMarkerStyle(32);
2747	<	}
2747	>	}
2748
2749		tcan->SetLogy(0);
2750		TZem->GetYaxis()->SetRangeUser(0,2.5);
2751		TZem->GetYaxis()->SetTitle("ratio");
2752		TZem->Draw();
2753	<	if(PlottingSetup::RestrictToMassPeak) {
2753	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2754		TSem->Draw("same");
2755		TSeemm->Draw("same");
2756		}
2757
2758	<	float linepos=0.25;
2759	<	if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
2758	>	float linepos=emuncertONPEAK;
2759	>	if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
2760	>
2761		TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
2762		TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2763		TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
2764
2765	+	/*write_warning(__FUNCTION__,"These two lines are to be removed!");
2766	+	TLine *topalt = new TLine(binning[0],1.0+0.1,binning[binning.size()-1],1.0+0.1);
2767	+	TLine *bottomalt = new TLine(binning[0],1.0-0.1,binning[binning.size()-1],1.0-0.1);
2768	+	topalt->SetLineColor(kRed);topalt->SetLineStyle(3);
2769	+	bottomalt->SetLineColor(kRed);bottomalt->SetLineStyle(3);
2770	+	topalt->Draw("same");bottomalt->Draw("same");*/
2771	+
2772	+
2773		top->SetLineColor(kBlue);top->SetLineStyle(2);
2774		bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
2775		center->SetLineColor(kBlue);
#	Line 2099 \| Line 2780 \| void ttbar_sidebands_comparison(string m
2780
2781		TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
2782		leg2->AddEntry(TZem,"OFZP / SFZP","ple");
2783	<	if(PlottingSetup::RestrictToMassPeak) {
2783	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2784		leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
2785		leg2->AddEntry(TSem,"OFSB / SFZP","ple");
2786		}
#	Line 2112 \| Line 2793 \| void ttbar_sidebands_comparison(string m
2793		DrawMCPrelim(simulatedlumi);
2794		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
2795
2796	+	if (0) { // Turn this off: we don't need this
2797
2798	+	///-------------- second part: only look at the quantity we actually care about!
2799	+	TH1F leftsfzp = (TH1F)nTZeemm->Clone("leftsfzp");
2800	+	TH1F rightsfzp = (TH1F)TZeemmcopy->Clone("rightsfzp");
2801	+	rightsfzp->Add(leftsfzp,-1);
2802	+	TH1F leftofzp = (TH1F)nTZem->Clone("leftofzp");
2803	+	TH1F rightofzp = (TH1F)TZemcopy->Clone("rightofzp");
2804	+	rightofzp->Add(leftofzp,-1);
2805	+	TH1F *leftofsb;
2806	+	TH1F *rightofsb;
2807	+	TH1F *leftsfsb;
2808	+	TH1F *rightsfsb;
2809	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2810	+	leftofsb = (TH1F*)nTSem->Clone("leftofsb");
2811	+	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2812	+	rightofsb->Add(leftofsb,-1);
2813	+	leftsfsb = (TH1F*)nTSeemm->Clone("leftsfsb");
2814	+	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2815	+	rightsfsb->Add(leftsfsb,-1);
2816	+	}
2817
2818	<	///-------------- second part: only look at the quantity we actually care about!
2819	<	TH1F leftsfzp = (TH1F)nTZeemm->Clone("leftsfzp");
2820	<	TH1F rightsfzp = (TH1F)TZeemmcopy->Clone("rightsfzp");
2821	<	rightsfzp->Add(leftsfzp,-1);
2822	<	TH1F leftofzp = (TH1F)nTZem->Clone("leftofzp");
2823	<	TH1F rightofzp = (TH1F)TZemcopy->Clone("rightofzp");
2824	<	rightofzp->Add(leftofzp,-1);
2825	<	TH1F *leftofsb;
2826	<	TH1F *rightofsb;
2827	<	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	<	}
2818	>	tcan->SetLogy(1);
2819	>	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2820	>	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2821	>	rightsfzp->Draw("histo");
2822	>	rightofzp->Draw("histo,same");
2823	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2824	>	rightofsb->Draw("histo,same");
2825	>	rightsfsb->Draw("histo,same");
2826	>	}
2827	>	DrawMCPrelim(simulatedlumi);
2828
2829	<	tcan->SetLogy(1);
2830	<	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2831	<	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2832	<	rightsfzp->Draw("histo");
2833	<	rightofzp->Draw("histo,same");
2834	<	if(PlottingSetup::RestrictToMassPeak) {
2835	<	rightofsb->Draw("histo,same");
2836	<	rightsfsb->Draw("histo,same");
2145	<	}
2146	<	DrawMCPrelim(simulatedlumi);
2829	>	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2830	>	legA->AddEntry(rightsfzp,"SFZP","l");
2831	>	legA->AddEntry(rightofzp,"OFZP","l");
2832	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2833	>	legA->AddEntry(rightofsb,"SFSB","l");
2834	>	legA->AddEntry(rightsfsb,"OFSB","l");
2835	>	}
2836	>	legA->Draw();
2837
2838	<	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();
2838	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2839
2840	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2840	>	tcan->SetLogy(0);
2841	>	rightofzp->Divide(rightsfzp);
2842	>	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2843	>	rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2844	>	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2845	>	rightofzp->Draw();
2846	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2847	>	rightofsb->Divide(rightsfzp);
2848	>	rightsfsb->Divide(rightsfzp);
2849	>	rightofsb->Draw("same");
2850	>	rightsfsb->Draw("same");
2851	>	}
2852
2853	<	tcan->SetLogy(0);
2854	<	rightofzp->Divide(rightsfzp);
2855	<	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2856	<	rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
2857	<	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2858	<	rightofzp->Draw();
2859	<	if(PlottingSetup::RestrictToMassPeak) {
2860	<	rightofsb->Divide(rightsfzp);
2861	<	rightsfsb->Divide(rightsfzp);
2862	<	rightofsb->Draw("same");
2863	<	rightsfsb->Draw("same");
2864	<	}
2865	<
2866	<	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2867	<	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2868	<	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2869	<
2870	<	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2871	<	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2872	<	center2->SetLineColor(kBlue);
2873	<
2874	<	top2->Draw("same");
2875	<	center2->Draw("same");
2876	<	bottom2->Draw("same");
2877	<
2878	<	rightofzp->SetMarkerStyle(21);
2879	<	if(PlottingSetup::RestrictToMassPeak) {
2186	<	rightofsb->SetMarkerStyle(24);
2187	<	rightsfsb->SetMarkerStyle(32);
2188	<	}
2189	<
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");
2195	<	}
2196	<	leg3->AddEntry(bottom,"syst. envelope","l");
2197	<	leg3->SetX1(0.25);leg3->SetX2(0.6);
2198	<	leg3->SetY1(0.65);
2853	>	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2854	>	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2855	>	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2856	>
2857	>	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2858	>	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2859	>	center2->SetLineColor(kBlue);
2860	>
2861	>	top2->Draw("same");
2862	>	center2->Draw("same");
2863	>	bottom2->Draw("same");
2864	>
2865	>	rightofzp->SetMarkerStyle(21);
2866	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2867	>	rightofsb->SetMarkerStyle(24);
2868	>	rightsfsb->SetMarkerStyle(32);
2869	>	}
2870	>
2871	>	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2872	>	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2873	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2874	>	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2875	>	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2876	>	}
2877	>	leg3->AddEntry(bottom,"syst. envelope","l");
2878	>	leg3->SetX1(0.25);leg3->SetX2(0.6);
2879	>	leg3->SetY1(0.65);
2880
2881	<	leg3->Draw("same");
2881	>	leg3->Draw("same");
2882
2883	<	DrawMCPrelim(simulatedlumi);
2884	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2883	>	DrawMCPrelim(simulatedlumi);
2884	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2885	>
2886	>	}
2887
2888		delete TZem;
2889		delete nTZem;
2890		delete TZeemm;
2891		delete nTZeemm;
2892	<	if(PlottingSetup::RestrictToMassPeak) {
2892	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2893		delete TSem;
2894		delete nTSem;
2895		delete TSeemm;
#	Line 2219 \| Line 2902 \| void ttbar_sidebands_comparison(string m
2902
2903		void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
2904		vector<float> nicer_binning;
2905	<	nicer_binning.push_back(-125);
2905	>
2906	>	/* nicer_binning.push_back(-400);
2907	>	nicer_binning.push_back(-250);
2908	>	nicer_binning.push_back(-200);
2909	>	nicer_binning.push_back(-150);
2910	>	nicer_binning.push_back(-100);
2911	>	nicer_binning.push_back(-50);
2912	>	nicer_binning.push_back(-20);
2913	>
2914	>	nicer_binning.push_back(0);
2915	>	nicer_binning.push_back(20);
2916	>	nicer_binning.push_back(50);
2917	>	nicer_binning.push_back(100);
2918	>	nicer_binning.push_back(150);
2919	>	nicer_binning.push_back(200);
2920	>	nicer_binning.push_back(250);
2921	>	nicer_binning.push_back(400);*/
2922	>
2923		nicer_binning.push_back(-100);
2224	–	nicer_binning.push_back(-75);
2924		nicer_binning.push_back(-50);
2925		nicer_binning.push_back(-25);
2926		nicer_binning.push_back(0);
#	Line 2231 \| Line 2930 \| void ttbar_sidebands_comparison(string m
2930		nicer_binning.push_back(100);
2931		nicer_binning.push_back(125);
2932		nicer_binning.push_back(150);
2933	<	nicer_binning.push_back(175);
2933	>	//nicer_binning.push_back(175);
2934		nicer_binning.push_back(200);
2935	<	nicer_binning.push_back(230);
2936	<	nicer_binning.push_back(280);
2935	>	nicer_binning.push_back(250);
2936	>	nicer_binning.push_back(300);
2937		nicer_binning.push_back(400);
2938	+
2939		ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
2940		}
2941
2942
2943	<	void zjets_prediction_comparison() {
2944	<	// Do it without PU re-weighting
2945	<	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2946	<	stringstream resultsNoPU;
2947	<
2948	<	stringstream mcjzbnoPU;
2949	<	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,false);
2950	<	if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
2951	<	else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
2943	>	void zjets_prediction_comparison(string mcjzbWithPUa) {
2944	>	TCanvas *zcan = new TCanvas("zcan","zcan");
2945	>	// zcan->SetLogy(1);
2946	>	TCut weightbackup=cutWeight;
2947	>
2948	>	bool UsePURW=false;
2949	>
2950	>
2951	>	string mcjzb;
2952	>	if(UsePURW) {
2953	>	mcjzb=mcjzbWithPUa;
2954	>	} else {
2955	>	// Do it without PU re-weighting
2956	>	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2957	>	stringstream resultsNoPU;
2958	>	stringstream noPUdatajzb;
2959	>	stringstream noPUmcjzb;
2960	>
2961	>	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
2962	>	dout << "The peak corrected JZB expression for MC without pileup is : " << noPUmcjzb.str() << endl;
2963	>
2964	>	mcjzb = noPUmcjzb.str();
2965	>
2966	>	cutWeight="1.0";
2967	>	}
2968
2969	<	string mcjzb = mcjzbnoPU.str();
2970	<	dout << "The peak corrected JZB expression for MC without pileup is : " << mcjzb << endl;
2969	>
2970	>	vector<float> binning;
2971	>	binning.push_back(0);
2972	>	binning.push_back(10);
2973	>	binning.push_back(20);
2974	>	binning.push_back(40);
2975	>	binning.push_back(60);
2976	>	// binning.push_back(50);
2977	>	// binning.push_back(60);
2978	>	// binning.push_back(70);
2979	>	// binning.push_back(80);
2980	>	// binning.push_back(90);
2981	>	binning.push_back(100);
2982
2256	–	TCut weightbackup=cutWeight;
2257	–	cutWeight="1.0";
2258	–	float sbg_min=0.;
2259	–	float sbg_max=100.;
2260	–	int sbg_nbins=5;
2983		float simulatedlumi = luminosity;//in pb please - adjust to your likings
2984
2985		TCut kPos((mcjzb+">0").c_str());
2986		TCut kNeg((mcjzb+"<0").c_str());
2987		string var( "abs("+mcjzb+")" );
2988	+
2989	+	TCut notTau("abs(genMID1)!=15");
2990	+	TCut ONLYTau("mll>20");
2991	+
2992
2993	<	TCut kcut(cutmass&&cutOSSF&&"pfJetGoodNum>2");
2994	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
2995	<	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"));
2993	>	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2994	>	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2995	>
2996		hJZBpos->SetLineColor(kBlack);
2997		hJZBneg->SetLineColor(kRed);
2998
2999	<	Int_t nbins = 5;
2276	<	Float_t xmax = 100.;
2277	<
2278	<
2279	<	TCanvas *zcan = new TCanvas("zcan","zcan");
2280	<	zcan->SetLogy(1);
2281	<
2999	>	hJZBpos->SetMinimum(1.0);
3000		hJZBpos->Draw("e1");
3001		hJZBneg->Draw("same,hist");
3002		hJZBpos->Draw("same,e1"); // So it's on top...
3003
3004	<	TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
3004	>	TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
3005		leg->AddEntry(hJZBpos,"Observed","pe");
3006		leg->AddEntry(hJZBneg,"Predicted","l");
3007		leg->Draw("same");
3008		DrawMCPrelim(simulatedlumi);
3009	<	CompleteSave(zcan,"Systematics/zjets_prediction");
3009	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
3010
3011		TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
3012		hratio->Divide(hJZBneg);
3013
3014	+	for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
3015	+	cout << "Positive: " << hJZBpos->GetBinContent(i) << " vs Negative : " << hJZBneg->GetBinContent(i) << " (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
3016	+	}
3017	+
3018		zcan->SetLogy(0);
3019	<	hratio->GetYaxis()->SetRangeUser(0,2.5);
3019	>	hratio->GetYaxis()->SetRangeUser(0,2.0);
3020		hratio->GetYaxis()->SetTitle("Observed/Predicted");
3021		hratio->Draw("e1");
3022
3023	<	TLine *top = new TLine(sbg_min,1.25,sbg_max,1.25);
3024	<	TLine *center = new TLine(sbg_min,1.0,sbg_max,1.0);
3025	<	TLine *bottom = new TLine(sbg_min,0.75,sbg_max,0.75);
3023	>	TLine *top = new TLine(binning[0],1.25,binning[binning.size()-1],1.25);
3024	>	TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
3025	>	TLine *bottom = new TLine(binning[0],0.75,binning[binning.size()-1],0.75);
3026
3027
3028		top->SetLineColor(kBlue);top->SetLineStyle(2);
#	Line 2311 \| Line 3033 \| void zjets_prediction_comparison() {
3033		center->Draw("same");
3034		bottom->Draw("same");
3035
3036	<	TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
3036	>	TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3037		leg2->AddEntry(hratio,"obs / pred","pe");
3038		leg2->AddEntry(bottom,"syst. envelope","l");
3039		leg2->Draw("same");
3040		DrawMCPrelim(simulatedlumi);
3041	<	CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
3041	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
3042	>
3043	>	TCut reducedNJets(cutnJets);
3044	>
3045	>	TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3046	>	TH1F *LcorrJZBeemm = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3047	>	TH1F *RcorrJZBem = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3048	>	TH1F *LcorrJZBem = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3049	>
3050	>	TH1F *RcorrJZBSBem;
3051	>	TH1F *LcorrJZBSBem;
3052	>	TH1F *RcorrJZBSBeemm;
3053	>	TH1F *LcorrJZBSBeemm;
3054	>
3055	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3056	>	RcorrJZBSBem = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3057	>	LcorrJZBSBem = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3058	>	RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3059	>	LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3060	>	}
3061	>
3062	>	TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3063	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3064	>	Bpred->Add(RcorrJZBem,1.0/3.);
3065	>	Bpred->Add(LcorrJZBem,-1.0/3.);
3066	>	Bpred->Add(RcorrJZBSBem,1.0/3.);
3067	>	Bpred->Add(LcorrJZBSBem,-1.0/3.);
3068	>	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3069	>	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3070	>	} else {
3071	>	Bpred->Add(RcorrJZBem,1.0);
3072	>	Bpred->Add(LcorrJZBem,-1.0);
3073	>	}
3074	>
3075	>	Bpred->SetLineColor(kRed);
3076	>
3077	>	TAUhJZBpos->SetLineColor(kBlack);
3078	>	Bpred->SetLineColor(kRed);
3079	>
3080	>	TAUhJZBpos->SetMinimum(1.0);
3081	>	TAUhJZBpos->Draw("e1");
3082	>	Bpred->Draw("same,hist");
3083	>	TAUhJZBpos->Draw("same,e1");
3084	>
3085	>	TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
3086	>	TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
3087	>	TAUleg->AddEntry(Bpred,"Predicted","l");
3088	>	TAUleg->Draw("same");
3089	>	DrawMCPrelim(simulatedlumi);
3090	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
3091	>
3092	>	TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
3093	>	TAUhratio->Divide(Bpred);
3094	>
3095	>	for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
3096	>	cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << " vs predicted : " << Bpred->GetBinContent(i) << " (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
3097	>	}
3098	>
3099	>	zcan->SetLogy(0);
3100	>	TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
3101	>	TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
3102	>	TAUhratio->Draw("e1");
3103	>
3104	>	top->Draw("same");
3105	>	center->Draw("same");
3106	>	bottom->Draw("same");
3107	>
3108	>	TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow #tau#tau",0.25,0.75,false);
3109	>	TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
3110	>	TAUleg2->AddEntry(bottom,"syst. envelope","l");
3111	>	TAUleg2->Draw("same");
3112	>	DrawMCPrelim(simulatedlumi);
3113	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
3114	>
3115	>	delete Bpred;
3116	>	delete TAUhJZBpos;
3117	>	delete LcorrJZBeemm;
3118	>	delete RcorrJZBem;
3119	>	delete LcorrJZBem;
3120	>
3121	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3122	>	delete RcorrJZBSBem;
3123	>	delete LcorrJZBSBem;
3124	>	delete RcorrJZBSBeemm;
3125	>	delete LcorrJZBSBeemm;
3126	>	}
3127	>
3128
3129		delete zcan;
3130		cutWeight=weightbackup;
#	Line 2342 \| Line 3150 \| void sideband_assessment(string datajzb,
3150		tout << "\\begin{tabular}{l\|cc}" << endl;
3151		tout << "\\hline" << endl;
3152		tout << "& {\\OFZP} & {\\OFSB} \\\\\\hline" << endl;
3153	<	tout << "\\#(events) & "<<OFSB<<" & "<<OFZP<<"\\\\ \\hline" << endl;
3153	>	tout << "\\#(events) & "<<OFZP<<" & "<<OFSB<<"\\\\ \\hline" << endl;
3154		tout << "\\end{tabular}" << endl;
3155		tout << "\\end{center}" << endl;
3156		tout << "\\end{table}" << endl;
#	Line 2360 \| Line 3168 \| void make_table(samplecollection &coll,
3168
3169		TCanvas *cannie = new TCanvas("cannie","cannie");
3170
3171	<	for(int icut=0;icut<jzb_cuts.size();icut++) {
3171	>	for(int icut=0;icut<(int)jzb_cuts.size();icut++) {
3172		float currcut=jzb_cuts[icut];
3173		int nbins=1;float low=currcut;
3174		vector<int> mysample;
#	Line 2375 \| Line 3183 \| void make_table(samplecollection &coll,
3183		TH1F *RcorrJZBSBeemm;
3184		TH1F *LcorrJZBSBeemm;
3185
3186	<	if(PlottingSetup::RestrictToMassPeak) {
3186	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3187		RcorrJZBSBem = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3188		LcorrJZBSBem = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3189		RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
#	Line 2383 \| Line 3191 \| void make_table(samplecollection &coll,
3191		}
3192
3193		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3194	<	if(PlottingSetup::RestrictToMassPeak) {
3194	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3195		Bpred->Add(RcorrJZBem,1.0/3.);
3196		Bpred->Add(LcorrJZBem,-1.0/3.);
3197		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2419 \| Line 3227 \| void make_table(samplecollection &coll,
3227		//prediction part
3228		if(is_data) cout << "Data prediction & ";
3229		if(subselection!="none") cout << subselection << " prediction &";
3230	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3230	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3231
3232		cout << endl;
3233		//observation part
3234		if(is_data) cout << "Data observation & ";
3235		if(subselection!="none") cout << subselection << " observation &";
3236	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3236	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3237		cout << endl;
3238		cout << "_________________________________________________________________" << endl;
3239		delete cannie;
#	Line 2460 \| Line 3268 \| *void JZBSelEff(string mcjzb, TTree even**
3268		int nbins = sizeof(xbins)/sizeof(float)-1;
3269		int markers[] = { 20, 26, 21, 24, 22, 25, 28 };
3270
3271	<	TH1F* heff = new TH1F("heff", "JZB eff ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3272	<	TH1F* hgen = new TH1F("hgen", "JZB gen ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3273	<	TH1F* hreco = new TH1F("hreco","JZB reco ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3271	>
3272	>	TH1F* heff = new TH1F("heff", "JZB eff ; generator JZB [GeV]; efficiency",nbins,xbins);
3273	>	TH1F* hgen = new TH1F("hgen", "JZB gen ; generator JZB [GeV]; efficiency",nbins,xbins);
3274	>	TH1F* hreco = new TH1F("hreco","JZB reco ; generator JZB [GeV]; efficiency",nbins,xbins);
3275
3276		TCut kgen(genMassCut&&"genZPt>0&&genNjets>2&&abs(genMID)==23"&&cutOSSF);
3277		TCut kreco(cutmass);
#	Line 2478 \| Line 3287 \| *void JZBSelEff(string mcjzb, TTree even**
3287		TCanvas *can = new TCanvas("can","Canvas for JZB Efficiency",600,600);
3288		can->SetGridx(1);
3289		can->SetGridy(1);
3290	+	can->SetLeftMargin(0.16);
3291	+	can->SetRightMargin(0.05);
3292		TLegend *leg = make_legend("",0.6,0.2,false,0.89,0.5);
3293	+	leg->SetBorderSize(1);
3294	+	leg->SetLineColor(kBlack);
3295	+	leg->SetTextFont(62);
3296
3297	<
2484	<
2485	<	for ( int icut=0; icut<jzb_bins.size(); ++icut ) {
3297	>	for ( int icut=0; icut<(int)jzb_bins.size(); ++icut ) {
3298
3299		ostringstream selection;
3300		selection << mcjzb << ">" << jzb_bins[icut];
#	Line 2498 \| Line 3310 \| *void JZBSelEff(string mcjzb, TTree even**
3310		}
3311
3312		heff->GetXaxis()->SetRangeUser(min, max);
3313	+	// heff->GetXaxis()->SetLabelSize(0.05); // paper style. overruled.
3314	+	// heff->GetYaxis()->SetLabelSize(0.05); // paper style. overruled.
3315	+	// heff->GetXaxis()->SetTitleSize(0.06); // paper style. overruled.
3316	+	// heff->GetYaxis()->SetTitleSize(0.06); // paper style. overruled.
3317		heff->SetMarkerStyle(markers[icut]);
3318		heff->Fit("func","Q+","same");
3319
#	Line 2509 \| Line 3325 \| *void JZBSelEff(string mcjzb, TTree even**
3325
3326		// Store plot
3327		TH1F* h = (TH1F*)heff->Clone(hname);
3328	+	h->SetNdivisions(505,"X");
3329		if ( icut) h->Draw("same");
3330		else h->Draw();
3331		char htitle[256]; sprintf(htitle,"JZB > %3.0f GeV", jzb_bins[icut]);
#	Line 2529 \| Line 3346 \| *void JZBSelEff(string mcjzb, TTree even**
3346		// Calls the above function for each signal sample
3347		void plot_jzb_sel_eff(string mcjzb, samplecollection &signalsamples, vector<float> bins )
3348		{
3349	<	for (int isignal=0; isignal<signalsamples.collection.size();isignal++) {
3349	>	for (int isignal=0; isignal<(int)signalsamples.collection.size();isignal++) {
3350		dout << "JZB selection efficiency curve: " << std::endl;
3351		JZBSelEff(mcjzb,(signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].samplename,bins); // Only for some selected samples
3352		}
#	Line 2572 \| Line 3389 \| void qcd_plots(string datajzb, string mc
3389		TH1F *RcorrJZBSBeemm;
3390		TH1F *LcorrJZBSBeemm;
3391
3392	<	TH1F *RcorrJZBeemmNoS;
3392	>	// TH1F *RcorrJZBeemmNoS;
3393
3394		//these are for the ratio
3395		TH1F *JRcorrJZBeemm = qcdsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 2585 \| Line 3402 \| void qcd_plots(string datajzb, string mc
3402		TH1F *JRcorrJZBSBeemm;
3403		TH1F *JLcorrJZBSBeemm;
3404
3405	<	if(PlottingSetup::RestrictToMassPeak) {
3405	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3406		RcorrJZBSBem = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3407		LcorrJZBSBem = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3408		RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 2606 \| Line 3423 \| void qcd_plots(string datajzb, string mc
3423
3424		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3425		TH1F JBpred = (TH1F)JLcorrJZBeemm->Clone("Bpred");
3426	<	if(PlottingSetup::RestrictToMassPeak) {
3426	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3427		Bpred->Add(RcorrJZBem,1.0/3.);
3428		Bpred->Add(LcorrJZBem,-1.0/3.);
3429		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2656 \| Line 3473 \| void qcd_plots(string datajzb, string mc
3473		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
3474		string ytitle("ratio");
3475		if ( use_data==1 ) ytitle = "data/pred";
3476	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,use_data!=1,ytitle);
3476	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
3477
3478		TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
3479		TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
#	Line 2676 \| Line 3493 \| void qcd_plots(string datajzb, string mc
3493		dout << "______________________________________________" << endl;
3494		dout << "How QCD shows up in the different regions: " << endl;
3495		dout << "OSSF: " << endl;
3496	<	if(PlottingSetup::RestrictToMassPeak) {
3496	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3497		dout << " Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3498		dout << " sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
3499		} else {
3500		dout << " " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3501		}
3502		dout << "OSOF: " << endl;
3503	<	if(PlottingSetup::RestrictToMassPeak) {
3503	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3504		dout << " Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3505		dout << " sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
3506		} else {
3507		dout << " Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3508		}
3509		dout << "Therefore: " << endl;
3510	<	if(PlottingSetup::RestrictToMassPeak) {
3510	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3511		dout << " Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
3512		dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
3513		dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
#	Line 2703 \| Line 3520 \| void qcd_plots(string datajzb, string mc
3520		dout << " Observation increases by : " << RcorrJZBeemm->Integral() << endl;
3521
3522		dout << endl;
3523	<	for(int i=0;i<bins.size();i++) {
3523	>	for(int i=0;i<(int)bins.size();i++) {
3524		dout << " JZB > " << bins[i] << " : " << endl;
3525		dout << " Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
3526	<	if(PlottingSetup::RestrictToMassPeak) {
3526	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3527		dout << " Prediction increases by : " << LcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + (1.0/3)*(RcorrJZBSBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBSBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBSBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBSBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX())) << endl;
3528		} else {
3529		dout << " Prediction increases by : " << LcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
#	Line 2720 \| Line 3537 \| void qcd_plots(string datajzb, string mc
3537		if(LcorrJZBem) delete LcorrJZBem;
3538		if(RcorrJZBeemm) delete RcorrJZBeemm;
3539		if(LcorrJZBeemm) delete LcorrJZBeemm;
3540	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
3541	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
3542	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3543	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3540	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
3541	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
3542	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3543	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3544		}
3545
3546		void check_ptsanity() {
#	Line 2751 \| Line 3568 \| void check_ptsanity() {
3568		leg->SetY2(1.0);
3569
3570
3571	<	for(int isample=0;isample<allsamples.collection.size();isample++) {
3571	>	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3572		string nowname=(allsamples.collection)[isample].filename;
3573		cout << "Drawing: " << nowname << " (sample " << isample+1 << " / " << allsamples.collection.size() << ")" << endl;
3574		individualpt1histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt1",50,0,50, "p_{T,1}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
#	Line 2775 \| Line 3592 \| void check_ptsanity() {
3592		ptsancan->cd(2);
3593		fpt2->Draw();
3594
3595	<	for(int isample=0;isample<allsamples.collection.size();isample++) {
3595	>	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3596		ptsancan->cd(1);
3597		individualpt1histos[isample]->DrawNormalized("same,histo");
3598		ptsancan->cd(2);
#	Line 2791 \| Line 3608 \| void check_ptsanity() {
3608		void do_mlls_plot(string mcjzb) {
3609		cout << "At this point we'd plot the mll distribution" << endl;
3610		TCanvas *sigcan = new TCanvas("sigcan","sigcan");
3611	<	for(int isig=0;isig<(signalsamples.collection).size();isig++) {
3611	>	for(int isig=0;isig<(int)(signalsamples.collection).size();isig++) {
3612		if(!(signalsamples.collection)[isig].events) continue;
3613		string nowname=(signalsamples.collection)[isig].filename;
3614		TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets,mc,luminosity,signalsamples.FindSample(nowname));
#	Line 2820 \| Line 3637 \| void do_mlls_plot(string mcjzb) {
3637		}
3638		}
3639
3640	+	void met_vs_jzb_plots(string datajzb, string mcjzb) {
3641	+
3642	+	TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
3643	+	canmetjzb->SetRightMargin(0.16);
3644	+
3645	+	vector<string> findme;
3646	+	findme.push_back("DY");
3647	+	findme.push_back("TTJets");
3648	+	findme.push_back("LM");
3649	+	/*
3650	+	for(int ifind=0;ifind<(int)findme.size();ifind++) {
3651	+	vector<int> selsamples = allsamples.FindSample(findme[ifind]);
3652	+	TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
3653	+	for(int isel=0;isel<(int)selsamples.size();isel++) {
3654	+	dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3655	+	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
3656	+	}
3657	+	metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
3658	+	metvsjzb->SetStats(0);
3659	+	metvsjzb->GetXaxis()->SetTitle("MET (GeV)");
3660	+	metvsjzb->GetYaxis()->SetTitle("JZB (GeV)");
3661	+	metvsjzb->GetXaxis()->CenterTitle();
3662	+	metvsjzb->GetYaxis()->CenterTitle();
3663	+	metvsjzb->Draw("COLZ");
3664	+	TText* title = write_text(0.5,0.95,allsamples.collection[selsamples[0]].samplename);
3665	+	title->SetTextAlign(12);
3666	+	title->Draw();
3667	+	CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
3668	+	}
3669	+	*/
3670	+
3671	+	dout << "About to produce MET plot for DY split up by JZB" << endl;
3672	+
3673	+	int nbins=14;
3674	+	float low=0;
3675	+	float high=140;
3676	+
3677	+	stringstream sLEFT;
3678	+	sLEFT << "((" << mcjzb << ")<0)";
3679	+	TCut LEFT(sLEFT.str().c_str());
3680	+	stringstream sRIGHT;
3681	+	sRIGHT << "((" << mcjzb << ")>0)";
3682	+	TCut RIGHT(sRIGHT.str().c_str());
3683	+
3684	+	TH1F *metleft = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3685	+	TH1F *metleftO = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3686	+	TH1F *metright = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3687	+	TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3688	+
3689	+
3690	+	TH1F Bpred = (TH1F)metleft->Clone("Bpred");
3691	+	Bpred->Add(metleftO,-1);
3692	+	Bpred->Add(metrightO);
3693	+	TH1F obs = (TH1F)metright->Clone("obs");
3694	+
3695	+	metleft->Add(metleftO,-1);
3696	+	metright->Add(metrightO,-1);
3697	+
3698	+	metleft->SetLineColor(kRed);
3699	+	metright->SetLineColor(kBlack);
3700	+	TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
3701	+	metpad->cd();
3702	+	metpad->SetLogy(1);
3703	+	metleft->Draw("histo");
3704	+	metright->Draw("same");
3705	+	TLegend *lg = make_legend();
3706	+	lg->SetX1(0.5);
3707	+	lg->SetY1(0.7);
3708	+	lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
3709	+	lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
3710	+	lg->SetHeader("DY");
3711	+
3712	+	lg->Draw();
3713	+	save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
3714	+
3715	+	TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
3716	+	metpad3->cd();
3717	+	metpad3->SetLogy(1);
3718	+	Bpred->SetLineColor(kRed);
3719	+	Bpred->Draw("histo");
3720	+	obs->SetLineColor(kBlack);
3721	+	obs->Draw("same");
3722	+	TLegend *lg2 = make_legend();
3723	+	lg2->SetX1(0.5);
3724	+	lg2->SetY1(0.7);
3725	+	lg2->AddEntry(obs,"observed","P");
3726	+	lg2->AddEntry(Bpred,"predicted","L");
3727	+	lg2->SetHeader("DY");
3728	+
3729	+	lg2->Draw();
3730	+
3731	+	save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
3732	+
3733	+	TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
3734	+	metpad2->cd();
3735	+	metpad2->SetLogy(1);
3736	+
3737	+	TH1F *metlefta = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3738	+	TH1F *metleftOa = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3739	+	TH1F *metrighta = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3740	+	TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3741	+
3742	+	metlefta->Add(metleftOa,-1);
3743	+	metrighta->Add(metrightOa,-1);
3744	+
3745	+	metlefta->SetLineColor(kRed);
3746	+	metpad2->cd();
3747	+	metlefta->Draw("histo");
3748	+	metrighta->Draw("same");
3749	+	lg->Draw();
3750	+	save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
3751	+
3752	+	delete Bpred;
3753	+	delete obs;
3754	+
3755	+	float newhigh=300;
3756	+	int newNBins=30;
3757	+
3758	+	TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
3759	+	TH1F *Ametleft = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
3760	+	TH1F *AmetleftO = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
3761	+	TH1F *Ametright = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
3762	+	TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
3763	+
3764	+	TH1F aBpred = (TH1F)Ametleft->Clone("aBpred");
3765	+	aBpred->Add(AmetleftO,-1);
3766	+	aBpred->Add(AmetrightO);
3767	+	aBpred->SetLineColor(kRed);
3768	+
3769	+	TH1F aobs = (TH1F)Ametright->Clone("aobs");
3770	+	metpad4->cd();
3771	+	metpad4->SetLogy(1);
3772	+	aobs->Draw();
3773	+	aBpred->Draw("histo,same");
3774	+	aobs->Draw("same");
3775	+	lg->SetHeader("All MC");
3776	+	lg->Draw();
3777	+	save_with_ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
3778	+
3779	+
3780	+	delete lg;
3781	+	delete canmetjzb;
3782	+	delete metleft;
3783	+	delete metleftO;
3784	+	delete metright;
3785	+	delete metrightO;
3786	+	}
3787	+
3788	+
3789		void test() {
3790
3791		TCanvas *testcanv = new TCanvas("testcanv","testcanv");
3792		testcanv->cd();
3793	<	switch_overunderflow(true);
3793	>	// switch_overunderflow(true);
3794		TH1F *ptdistr = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
3795		switch_overunderflow(false);
3796		ptdistr->Draw();

Diff Legend

-–
+Removed lines
-+
+Added lines
-<
+Changed lines
->
+Changed lines

Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents): Revision 1.7 by buchmann, Thu Mar 15 20:35:00 2012 UTC vs. Revision 1.52 by buchmann, Thu Aug 16 14:30:32 2012 UTC

Diff Legend

Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.7 by buchmann, Thu Mar 15 20:35:00 2012 UTC vs.
Revision 1.52 by buchmann, Thu Aug 16 14:30:32 2012 UTC