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

Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.2 by buchmann, Thu Feb 9 16:02:21 2012 UTC vs.
Revision 1.46 by pablom, Thu Aug 2 16:45:47 2012 UTC

#	Line 23 \| Line 23 \| using namespace PlottingSetup;
23		void todo() {
24		dout << "My to do list: " << endl;
25		dout << " - ExperimentalModule::Poisson_ratio_plot : Get the second part to work!" << endl;
26	+	dout << " - compare_onpeak_offpeak_signal_distributions: Implement this function ... " << endl;
27		dout << "Info : The trigger requirement is currently set to " << (const char*) passtrig << endl;
28	+	dout << "Info : The pt requirement is currently set to " << (const char*) passtrig << endl;
29	+	dout << "Info : The mll requirement is currently set to " << (const char*) cutmass << endl;
30	+	dout << "Info : The lepton requirement is currently set to " << (const char*) leptoncut << endl;
31	+	dout << "Info : The weight applied to all MC is " << (const char*) cutWeight << endl;
32		}
33
34	<	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &DataSigma, stringstream &result, bool doPUreweighting = true )
34	>
35	>
36	>	void find_one_peak_combination(TCut specialcut, 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 51 \| 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 61 \| Line 73 \| void find_peaks(float &MCPeak,float &MCP
73
74		// MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
75		// DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
76	<	dout << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
77	<	result << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
78	<	dout << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
79	<	result << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
76	>	dout << " We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
77	>	result << " We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
78	>	dout << " We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
79	>	result << " We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
80	>	delete rawJZBeemmData;
81	>	delete rawJZBeemmMC;
82	>	delete rawJZBemData;
83	>	delete rawJZBemMC;
84		delete tempcan;
85		}
86
87	+	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb)
88	+	{
89	+
90	+	bool DoInvidualeemmPeaks=false;
91	+
92	+	float mcpeak, datapeak;
93	+	float mcpeakerr, datapeakerr;
94	+
95	+	float mceepeak,mcmmpeak;
96	+	float mceepeakerr,mcmmpeakerr;
97	+
98	+	float datammpeak,dataeepeak;
99	+	float datammpeakerr,dataeepeakerr;
100	+
101	+	float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
102	+
103	+	dout << "Finding global peak : " << endl;
104	+	find_one_peak_combination(TCut(""),mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
105	+
106	+	if(DoInvidualeemmPeaks) {
107	+	dout << "Finding peak for electrons : " << endl;
108	+	find_one_peak_combination(TCut("id1==0"),mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
109	+	dout << "Finding peak for muons : " << endl;
110	+	find_one_peak_combination(TCut("id1==1"),mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
111	+
112	+	datajzb << "(" << jzbvariabledata;
113	+	mcjzb << "(" << jzbvariablemc;
114	+
115	+	if(dataeepeak>0) datajzb << "- (id1==id2)(id1==0)" << TMath::Abs(dataeepeak) << " ";
116	+	else datajzb << "+ (id1==id2)(id1==0)" << TMath::Abs(dataeepeak) << " ";
117	+
118	+	if(datammpeak>0) datajzb << "- (id1==id2)(id1==1)" << TMath::Abs(datammpeak) << " ";
119	+	else datajzb << "+ (id1==id2)(id1==1)" << TMath::Abs(datammpeak) << " ";
120	+
121	+	if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
122	+	else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
123	+
124	+	datajzb << ")";
125	+
126	+	if(mceepeak>0) mcjzb << "- (id1==id2)(id1==0)" << TMath::Abs(mceepeak) << " ";
127	+	else mcjzb << "+ (id1==id2)(id1==0)" << TMath::Abs(mceepeak) << " ";
128	+
129	+	if(mcmmpeak>0) mcjzb << "- (id1==id2)(id1==1)" << TMath::Abs(mcmmpeak) << " ";
130	+	else mcjzb << "+ (id1==id2)(id1==1)" << TMath::Abs(mcmmpeak) << " ";
131	+
132	+	if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
133	+	else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
134	+
135	+	mcjzb << ")";
136	+	} else {
137	+	datajzb << "(" << jzbvariabledata;
138	+	mcjzb << "(" << jzbvariablemc;
139	+
140	+	if(datapeak>0) datajzb << "- " << TMath::Abs(datapeak) << " ";
141	+	else datajzb << "+ " << TMath::Abs(datapeak) << " ";
142	+
143	+	datajzb << ")";
144	+
145	+	if(mcpeak>0) mcjzb << "- " << TMath::Abs(mcpeak) << " ";
146	+	else mcjzb << "+ " << TMath::Abs(mcpeak) << " ";
147	+
148	+	mcjzb << ")";
149	+	}
150	+
151	+
152	+	}
153	+
154	+	void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
155	+	float min=70.0;
156	+	float max=115.0;
157	+	if(!PlottingSetup::RestrictToMassPeak) {
158	+	min=20;
159	+	max=300;
160	+	}
161	+	int nbins=int((max-min)/binWidth);
162	+
163	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
164	+
165	+	stringstream largerzeroS;
166	+	largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
167	+	TCut largerzeroD(largerzeroS.str().c_str());
168	+
169	+	stringstream smallerzeroS;
170	+	smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
171	+	TCut smallerzeroD(smallerzeroS.str().c_str());
172	+
173	+
174	+	stringstream largerzeroMS;
175	+	largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
176	+	TCut largerzeroM(largerzeroMS.str().c_str());
177	+
178	+	TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,data,luminosity);
179	+	THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
180	+	TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,data,luminosity);
181	+	TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,data,luminosity);
182	+	TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,data,luminosity);
183	+
184	+	TH1F *RcorrJZBSBem;
185	+	TH1F *LcorrJZBSBem;
186	+	TH1F *RcorrJZBSBeemm;
187	+	TH1F *LcorrJZBSBeemm;
188	+
189	+	// TH1F *RcorrJZBeemmNoS;
190	+
191	+	if(PlottingSetup::RestrictToMassPeak) {
192	+	RcorrJZBSBem = allsamples.Draw("RcorrJZBSBem", "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,data, luminosity);
193	+	LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem", "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,data, luminosity);
194	+	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,data, luminosity);
195	+	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,data, luminosity);
196	+	}
197	+
198	+	// Separate predictions
199	+	TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
200	+	TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
201	+	TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
202	+	if(PlottingSetup::RestrictToMassPeak) {
203	+	OFP->Scale(1.0/3.0);
204	+	OFP->Add(RcorrJZBSBem,1.0/3.);
205	+	OFP->Add(RcorrJZBSBeemm,1.0/3.);
206	+	OFN->Scale(1.0/3.0);
207	+	OFN->Add(LcorrJZBSBem,1.0/3.);
208	+	OFN->Add(LcorrJZBSBeemm,1.0/3.);
209	+	}
210	+
211	+	TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
212	+	Bpred->Add(OFP);
213	+	Bpred->Add(OFN,-1);
214	+	Bpred->SetLineColor(kRed);
215	+
216	+	RcorrJZBeemm->SetTitleOffset(1.3,"y");
217	+	RcorrJZBeemm->Draw();
218	+	mcRcorrJZBeemm.Draw("same");
219	+	Bpred->Draw("histo,same");
220	+	RcorrJZBeemm->Draw("same");
221	+
222	+	TLegend *leg = allsamples.allbglegend();
223	+	leg->SetX1(0.58);
224	+	leg->AddEntry(RcorrJZBeemm,"observed (data)","l");
225	+	leg->AddEntry(Bpred,"predicted (data)","l");
226	+	leg->Draw("same");
227	+
228	+	stringstream saveas;
229	+	saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
230	+	CompleteSave(ckin,saveas.str());
231	+
232	+	// Draw all predictions overlayed
233	+	unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
234	+	SFN->SetLineColor(kGreen+2);
235	+	SFN->SetLineStyle(2);
236	+	SFN->SetLineWidth(w);
237	+	OFP->SetLineColor(kBlue+2);
238	+	OFP->SetLineStyle(2);
239	+	OFP->SetLineWidth(w);
240	+	OFN->SetLineColor(kMagenta+2);
241	+	OFN->SetLineStyle(3);
242	+	OFN->SetLineWidth(w);
243	+
244	+	RcorrJZBeemm->Draw();
245	+	SFN->Draw("histo,same");
246	+	OFP->Draw("histo,same");
247	+	OFN->Draw("histo,same");
248	+	Bpred->Draw("histo,same");
249	+	RcorrJZBeemm->Draw("same");
250	+
251	+	TLegend *leg2 = make_legend("",0.52,0.7);
252	+	leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
253	+	leg2->AddEntry(Bpred,"predicted (data)","l");
254	+	leg2->AddEntry(SFN, " SF JZB<0","l");
255	+	leg2->AddEntry(OFN, " OF JZB<0","l");
256	+	leg2->AddEntry(OFP, " OF JZB>0","l");
257	+	leg2->Draw("same");
258	+
259	+	saveas.str("");
260	+	saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold << "_nomc";
261	+	CompleteSave(ckin,saveas.str());
262	+
263	+
264	+
265	+	delete RcorrJZBeemm;
266	+	delete LcorrJZBeemm;
267	+	delete RcorrJZBem;
268	+	delete LcorrJZBem;
269	+	if(PlottingSetup::RestrictToMassPeak) {
270	+	delete RcorrJZBSBeemm;
271	+	delete LcorrJZBSBeemm;
272	+	delete RcorrJZBSBem;
273	+	delete LcorrJZBSBem;
274	+	}
275	+	delete Bpred;
276	+	delete ckin;
277	+	}
278	+
279		void make_special_mll_plot(int nbins, float min, float max, bool logscale,string xlabel) {
280
281		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
#	Line 102 \| Line 310 \| void make_special_mll_plot(int nbins, fl
310		TIter next(bgleg->GetListOfPrimitives());
311		TObject* obj;
312		// Copy the nice bkgd legend skipping the "data"
313	<	while ( obj = next() )
313	>	while ( (obj = next()) )
314		if ( strcmp(((TLegendEntry*)obj)->GetObject()->GetName(),"datahistoOSSF") )
315		kinleg->GetListOfPrimitives()->Add(obj);
316
#	Line 121 \| Line 329 \| *void draw_ratio_plot(TH1 hdata, THStack**
329		TIter next(hmc.GetHists());
330		TObject* obj;
331		TH1* hratio = NULL;
332	<	while ( obj = next() ) {
332	>	while ( (obj = next()) ) {
333		if ( !hratio ) {
334		hratio = (TH1*)obj->Clone();
335		hratio->SetName("hratio");
#	Line 152 \| Line 360 \| *void draw_ratio_plot(TH1 hdata, THStack**
360		oneline->Draw("same");
361		}
362
363	+	void make_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, bool logscale,
364	+	string xlabel, string filename, bool isPF=true, bool plotratio=true, bool loadlastminmax=false, float legendPosition=0.3) {
365	+
366	+	TCut ibasiccut=basiccut;
367	+	bool draw_separation_lines=false;
368	+
369	+	if(isPF) ibasiccut=basiccut&&"pfjzb[0]>-998";
370	+
371	+	if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
372	+
373	+	TCut cutSF;
374	+	TCut cutOF;
375	+
376	+	cutOF=cutOSOF&&cutnJets&&ibasiccut;
377	+	cutSF=cutOSSF&&cutnJets&&ibasiccut;
378	+
379	+
380	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
381	+	ckin->SetLogy(logscale);
382	+	TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
383	+	TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
384	+	string signal("LM3");
385	+	TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
386	+	int idx = signalsamples.FindSample(signal)[0];
387	+	(signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
388	+	signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
389	+	signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
390	+	datahistoSF->SetMarkerSize(DataMarkerSize);
391	+	datahistoOF->SetLineColor(kRed);
392	+
393	+	if ( !logscale ) {
394	+	datahistoSF->SetMinimum(0); // Defaults
395	+	datahistoOF->SetMinimum(0); // Defaults
396	+	} else {
397	+	datahistoSF->SetMinimum(0.5);
398	+	datahistoOF->SetMinimum(0.5);
399	+	}
400	+	if (logscale) {
401	+	datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
402	+	datahistoOF->SetMaximum(5.3*datahistoSF->GetMaximum());
403	+	} else {
404	+	datahistoSF->SetMaximum(2.0*datahistoSF->GetMaximum());
405	+	datahistoOF->SetMaximum(2.0*datahistoOF->GetMaximum());
406	+	}
407	+
408	+	datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
409	+	datahistoOF->GetXaxis()->SetTitle(xlabel.c_str());
410	+	signalhisto->GetXaxis()->SetTitle(xlabel.c_str());
411	+	datahistoSF->GetYaxis()->SetTitle("N. Events");
412	+	datahistoOF->GetYaxis()->SetTitle("N. Events");
413	+	signalhisto->GetYaxis()->SetTitle("N. Events");
414	+	datahistoSF->GetXaxis()->CenterTitle();
415	+	datahistoOF->GetXaxis()->CenterTitle();
416	+	signalhisto->GetXaxis()->CenterTitle();
417	+	datahistoSF->GetYaxis()->CenterTitle();
418	+	datahistoOF->GetYaxis()->CenterTitle();
419	+	signalhisto->GetYaxis()->CenterTitle();
420	+
421	+	TLegend *mleg = new TLegend(0.2+legendPosition, 0.72, 0.55+legendPosition, 0.87, legendTitle.c_str());
422	+	mleg->SetFillColor(kWhite);
423	+	mleg->SetTextFont(42);
424	+	mleg->SetTextSize(0.048);
425	+	mleg->SetLineWidth(0);
426	+	mleg->SetBorderSize(0);
427	+	mleg->AddEntry(datahistoSF, "S. Flavor", "PL");
428	+	mleg->AddEntry(datahistoOF, "O. Flavor", "L");
429	+	mleg->AddEntry(signalhisto, "LM3", "L");
430	+
431	+	datahistoSF->Draw("E1");
432	+	datahistoOF->Draw("HIST,SAMES");
433	+	signalhisto->Draw("HIST,SAMES");
434	+	mleg->Draw();
435	+	DrawPrelim();
436	+	CompleteSave(ckin, "./SFOF/" + filename);
437	+
438	+	datahistoSF->Delete();
439	+	datahistoOF->Delete();
440	+	signalhisto->Delete();
441	+	delete mleg;
442	+	delete ckin;
443	+
444	+	}
445	+
446	+
447	+
448		float lastrange_min=0;
449		float lastrange_max=0;
450
#	Line 182 \| Line 475 \| void make_kin_plot(string variable, stri
475		TCut cut;
476		cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
477		if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
478	+	if(filename=="nJets_osof") cut=cutmass&&cutOSOF&&ibasiccut;
479		if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
480		if(filename=="mll") {
481		cut=cutOSSF&&cutnJets&&ibasiccut;
#	Line 193 \| Line 487 \| void make_kin_plot(string variable, stri
487		draw_separation_lines=true;
488		}
489		if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
490	<	if(filename=="mll_aboveJZB100") cut=cutOSSF&&cutnJets&&ibasiccut;
490	>	if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
491	>	if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
492	>	if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
493	>	if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
494		if(filename=="mll_inclusive"\|\|filename=="mll_inclusive_highrange") cut=cutOSSF;
495		if(filename=="mll_inclusive_osof") cut=cutOSOF;
496		if(filename=="mll_inclusive_ee") cut=cutOSSF&&"id1==0";
#	Line 205 \| Line 502 \| void make_kin_plot(string variable, stri
502		ckin->SetLogy(logscale);
503		TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
504		datahisto->SetMarkerSize(DataMarkerSize);
505	<	THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
505	>	if ( !logscale ) datahisto->SetMinimum(0); // Defaults
506	>	else datahisto->SetMinimum(0.5);
507	>	// Custom max.
508	>	if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
509		if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
510		if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
511	<	if(filename=="mll_inclusive") datahisto->SetMinimum(1);
511	>	if(filename=="mll_inclusive"\|\|filename=="mll_inclusive_mm"\|\|filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
512		if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
513		if(filename=="mll_osof") datahisto->SetMinimum(9);
514	+	if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
515	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
516
215	–	datahisto->SetMaximum(5.3*datahisto->GetMaximum());
216	–	datahisto->Draw("e1");
217	–	ckin->Update();
517		if(loadlastminmax) {
518		datahisto->SetMinimum(lastrange_min);
519		datahisto->SetMaximum(lastrange_max);
#	Line 224 \| Line 523 \| void make_kin_plot(string variable, stri
523		}
524		}
525
526	+	// Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
527	+	string signal("LM3");
528	+	TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
529	+	int idx = signalsamples.FindSample(signal)[0];
530	+	(signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
531	+	signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
532	+	signalhisto->SetLineColor(kOrange);
533	+
534	+	THStack mcstack = allsamples.DrawStack("mcstack", variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
535	+	datahisto->Draw("e1");
536	+	ckin->Update();
537		mcstack.Draw("same");
538	+
539		datahisto->Draw("same,e1");
540		TLegend *kinleg = allsamples.allbglegend();
541		kinleg->Draw();
#	Line 267 \| Line 578 \| void make_kin_plot(string variable, stri
578		kinpad->SetLogy(logscale);
579		datahisto->Draw("e1");
580		mcstack.Draw("same");
581	+	signalhisto->Draw("same");
582		datahisto->Draw("same,e1");
583		datahisto->Draw("same,axis");
584		if(RestrictToMassPeak&&draw_separation_lines) {
#	Line 274 \| Line 586 \| void make_kin_plot(string variable, stri
586		upperboundary->Draw("same");
587		}
588
589	+	kinleg->AddEntry("signalhisto",signal.c_str(),"l");
590		kinleg->Draw();
591		write_cut->Draw();
592		DrawPrelim();
#	Line 291 \| Line 604 \| void make_kin_plot(string variable, stri
604		delete ckin;
605		}
606
607	<
295	<	void make_JES_plot() {
607	>	void make_JES_plot(TCut cut, string name) {
608
609		int nbins=10;
610		float min=-0.5;
611		float max = 9.5;
612		bool logscale=true;
613		string xlabel="nJets";
302	–	TCut cut=cutmass&&cutOSSF&&basiccut;
614
615		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
616		ckin->SetLogy(logscale);
617	<	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
617	>	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
618		datahisto->SetMarkerSize(DataMarkerSize);
619	<	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
620	<	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
621	<	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
619	>	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
620	>	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
621	>	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
622
623		datahisto->SetMinimum(1);
624		datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
#	Line 332 \| Line 643 \| void make_JES_plot() {
643		TLegend *kinleg = allsamples.allbglegend();
644		kinleg->AddEntry(JESunc,"JES uncertainty","f");
645		kinleg->Draw();
646	<	CompleteSave(ckin,"Systematics/JES");
646	>	CompleteSave(ckin,"Systematics/JES"+name);
647		datahisto->Delete();
648		delete ckin;
649
#	Line 343 \| Line 654 \| void do_kinematic_plots(string mcjzb, st
654		bool dolog=true;
655		bool nolog=false;
656		if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
657	<	float mll_low=40;
657	>	float mll_low=50;
658		float mll_hi=160;
659		if(!PlottingSetup::RestrictToMassPeak) {
660	<	mll_low=30;
661	<	mll_hi=180;
660	>	mll_low=20;
661	>	mll_hi=300;
662		}
663	+
664	+	make_OFSF_plot("pfJetGoodNum40", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 5, 3, 8, true, "N. jets", "njetsLow", false, false, false, 0.2);
665	+	make_OFSF_plot("pfJetGoodNum40", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 5, 3, 8, true, "N. jets", "njetsMed", false, false, false, 0.2);
666	+	make_OFSF_plot("pfJetGoodPt[0]/pfJetGoodPt[1]", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2Low", false, false, false, 0.2);
667	+	make_OFSF_plot("pfJetGoodPt[0]/pfJetGoodPt[1]", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2Med", false, false, false, 0.2);
668	+	make_OFSF_plot("TMath::Abs(pfJetDphiMet[0])", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "\|#Delta#phi(jet1,MET)\|", "dphijetmetLow", false, false, false, 0.0);
669	+	make_OFSF_plot("TMath::Abs(pfJetDphiMet[0])", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "\|#Delta#phi(jet1,MET)\|", "dphijetmetMed", false, false, false, 0.0);
670	+	make_OFSF_plot("TMath::Abs(dphi)", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "\|#Delta#phi(l1,l2)\|", "dphiLow", false, false, false, 0.2);
671	+	make_OFSF_plot("TMath::Abs(dphi)", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "\|#Delta#phi(l1,l2)\|", "dphiMed", false, false, false, 0.2);
672	+	make_OFSF_plot("TMath::Abs(dphiMet1)", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "\|#Delta#phi(l1,MET)\|", "dphiMet1Low", false, false, false, 0.2);
673	+	make_OFSF_plot("TMath::Abs(dphiMet1)", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "\|#Delta#phi(l1,MET)\|", "dphiMet1Med", false, false, false, 0.2);
674	+	make_OFSF_plot("TMath::Abs(dphiMet2)", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "\|#Delta#phi(l2,MET)\|", "dphiMet2Low", false, false, false, 0.2);
675	+	make_OFSF_plot("TMath::Abs(dphiMet2)", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "\|#Delta#phi(l2,MET)\|", "dphiMet2Med", false, false, false, 0.2);
676	+	make_OFSF_plot("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "Min(\|#Delta#phi(l,MET)\|)", "dphilcLow", false, false, false, 0.2);
677	+	make_OFSF_plot("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "Min(\|#Delta#phi(l,MET)\|)", "dphilcMed", false, false, false, 0.2);
678	+	make_OFSF_plot("TMath::Min(TMath::Abs(pfJetDphiMet[0]), TMath::Min(TMath::Abs(pfJetDphiMet[1]), TMath::Abs(pfJetDphiMet[2])))", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "Min(\|#Delta#phi(jet,MET)\|)", "dphijcLow", false, false, false, 0.2);
679	+	make_OFSF_plot("TMath::Min(TMath::Abs(pfJetDphiMet[0]), TMath::Min(TMath::Abs(pfJetDphiMet[1]), TMath::Abs(pfJetDphiMet[2])))", "mll>20&&mll<40&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "Min(\|#Delta#phi(jet,MET)\|)", "dphijcMed", false, false, false, 0.2);
680	+	make_OFSF_plot("TMath::Min((TMath::Pi()-TMath::Abs(dphiMet1)), (TMath::Pi() - TMath::Abs(dphiMet2)))", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "Min(#Pi - \|#Delta#phi(l,MET)\|)", "dphilcoLow", false, false, false, 0.2);
681	+	make_OFSF_plot("TMath::Min((TMath::Pi()-TMath::Abs(dphiMet1)), (TMath::Pi() - TMath::Abs(dphiMet2)))", "mll>20&&mll<40&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "Min(#Pi - \|#Delta#phi(l,MET)\|)", "dphilcoMed", false, false, false, 0.2);
682	+	make_OFSF_plot("TMath::Min((TMath::Pi()-TMath::Abs(pfJetDphiMet[0])), TMath::Min( (TMath::Pi()-TMath::Abs(pfJetDphiMet[1])), (TMath::Pi() - TMath::Abs(pfJetDphiMet[2]))))", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "Min(#Pi - \|#Delta#phi(jet,MET)\|)", "dphijcoLow", false, false, false, 0.2);
683	+	make_OFSF_plot("TMath::Min((TMath::Pi()-TMath::Abs(pfJetDphiMet[0])), TMath::Min( (TMath::Pi()-TMath::Abs(pfJetDphiMet[1])), (TMath::Pi() - TMath::Abs(pfJetDphiMet[2]))))", "mll>20&&mll<40&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "Min(#Pi - \|#Delta#phi(jet,MET)\|)", "dphijcoMed", false, false, false, 0.2);
684	+
685	+
686	+
687	+	make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
688	+
689		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
690		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
691		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
692		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
693	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
694	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
695	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
696	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
697	<	make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
361	<	make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
362	<	make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
363	<	make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
364	<	make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
365	<	make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
366	<	make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
367	<	make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
368	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets",doPF);
369	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
693	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
694	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
695	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
696	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
697	>	make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
698		if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
699	+
700	+	make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
701	+	make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"\|#Delta#phi(jet1,MET)\|","dphiJ1MET",doPF,true);
702	+
703	+	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets",doPF);
704	+	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
705	+	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
706	+
707	+	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
708	+	// make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
709	+	// make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
710	+	make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
711	+	make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
712	+	make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
713	+	make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
714	+	make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
715		stringstream jzbcut;
716		jzbcut << "((is_data&&("<<datajzb<<")>100)\|\|(!is_data&&("<<mcjzb<<")>100))";
717	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
717	>	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
718	>	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB100",doPF,true);
719	>	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);
720	>	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);
721	>	stringstream jzbcut2;
722	>	jzbcut2 << "((is_data&&("<<datajzb<<")>150)\|\|(!is_data&&("<<mcjzb<<")>150))";
723	>	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
724	>	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB150",doPF,true);
725	>	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);
726	>	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);
727	>	stringstream jzbcut3;
728	>	jzbcut3 << "((is_data&&("<<datajzb<<")>50)\|\|(!is_data&&("<<mcjzb<<")>50))";
729	>	make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
730	>	make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB50",doPF,true,true);
731	>	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);
732	>	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);
733	>
734	>	make_kin_plot("mll","met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV] (MET>100GeV)","mll_met100",doPF,true);
735	>
736	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
737	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
738	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
739	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
740	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
741	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
742	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
743	>
744	>	make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
745	>	make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
746	>
747	>
748		}
749
750		void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
751		int nbins, float xmin, float xmax, bool log,
752		float ymin=0, float ymax=0, bool leftJustified=false ) {
753	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
753	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
754
755		TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
756		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__));
757	<	if(var=="numVtx") cutWeight=TCut("1.0");
757	>	//if(var=="numVtx") cutWeight=TCut("1.0");
758		TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
759		TCut jzbMC[] = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
760
#	Line 404 \| Line 778 \| void make_comp_plot( string var, string
778		TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
779		ccomp->SetLogy(log);
780		TH1F *datahisto = allsamples.Draw("datahisto", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
781	<	TH1F *lm4histo = signalsamples.Draw("lm4histo", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
781	>	TH1F *lm3histo = signalsamples.Draw("lm3histo", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
782		THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb], mc, luminosity);
783		datahisto->SetMarkerSize(DataMarkerSize);
784		if (ymax>ymin) datahisto->SetMaximum(ymax);
785	<	lm4histo->SetLineStyle(2);
785	>	lm3histo->SetLineStyle(2);
786		datahisto->Draw("e1");
787		mcstack.Draw("same");
788		datahisto->Draw("same,e1");
789	<	// lm4histo->Draw("hist,same");
789	>	lm3histo->Draw("hist,same");
790		TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
791		if ( leftJustified ) {
792		Float_t w = kinleg->GetX2()-kinleg->GetX1();
793		kinleg->SetX1(0.2);
794		kinleg->SetX2(0.2+w);
795		}
796	<	// kinleg->AddEntry(lm4histo,"LM4","l");
796	>	kinleg->AddEntry(lm3histo,"LM3","l");
797		kinleg->Draw();
798		TText* write_variable = write_text(0.99,0.01,var);
799		write_variable->SetTextAlign(31);
#	Line 428 \| Line 802 \| void make_comp_plot( string var, string
802		CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
803		delete datahisto;
804		delete ccomp;
805	<	delete lm4histo;
805	>	delete lm3histo;
806		}
807		cutWeight=weightbackup;
808		}
#	Line 438 \| Line 812 \| void region_comparison_plots(string mcjz
812		dout << "Creating comparison plots for signal and control regions" << endl;
813		// Compare a few quantities in the signal region and all 7 control regions
814
815	<	switch_overunderflow(true); // switching overflow/underflow bins on
815	>	// switch_overunderflow(true); // switching overflow/underflow bins on
816
817
818		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
819	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
819	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
820		float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
821		float mll_low=50;float mll_high=170;
822		if(!PlottingSetup::RestrictToMassPeak) {
823	<	mll_high=200;
824	<	mll_low=50;
823	>	mll_high=300;
824	>	mll_low=20;
825		}
826	<	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
826	>	make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
827	>	make_comp_plot("TMath::Abs(pfJetDphiMet[0])","\|#Delta#phi(jet1,MET)\|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
828	>
829	>	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
830		make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
831	<	make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
831	>	make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
832	>	make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
833		make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
834	<	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
834	>	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
835		make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
836		make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
837	+	make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
838	+	make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
839		}
840
841		switch_overunderflow(false); // switching overflow/underflow bins off
#	Line 479 \| Line 859 \| void signal_bg_comparison()
859
860		float simulatedlumi=luminosity;//in pb please - adjust to your likings
861
862	<	TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
863	<	TH1F *JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM4"));
862	>	TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/DY"));
863	>	TH1F *JZBplotLM4;
864	>	if(PlottingSetup::RestrictToMassPeak) JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM4"));
865	>	else JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM3"));
866		TH1F *JZBplotTtbar = allsamples.Draw("JZBplotTtbar",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("TTJets"));
867
868		JZBplotTtbar->SetLineColor(allsamples.GetColor("TTJet"));
#	Line 504 \| Line 886 \| void signal_bg_comparison()
886		TLegend *signal_bg_comparison_leg2 = make_legend("",0.55,0.75,false);
887		signal_bg_comparison_leg2->AddEntry(JZBplotZJETs,"Z+Jets","f");
888		signal_bg_comparison_leg2->AddEntry(JZBplotTtbar,"t#bar{t}","f");
889	<	signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
889	>	if(PlottingSetup::RestrictToMassPeak) signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
890	>	else signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM3","f");
891		signal_bg_comparison_leg2->Draw();
892		DrawMCPrelim(simulatedlumi);
893		CompleteSave(can,"jzb_bg_vs_signal_distribution");
#	Line 746 \| Line 1129 \| if you want to start from scratch (witho
1129		return return_functions;
1130		}
1131
1132	<	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false )
1132	>	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
1133		{
1134	+	// switch_overunderflow(true);
1135		bool is_data=false;
1136		bool use_signal=false;
1137		if(use_data==1) is_data=true;
#	Line 756 \| Line 1140 \| void do_prediction_plot(string jzb, TCan
1140		if(is_data) nbins=50;
1141		float low=0;
1142		float hi=500;
1143	+
1144		TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
1145		TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1146		TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1147		TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1148		TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1149	+
1150		blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
1151		blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
1152		blankback->GetXaxis()->CenterTitle();
#	Line 775 \| Line 1161 \| void do_prediction_plot(string jzb, TCan
1161		TH1F *RcorrJZBeemmNoS;
1162
1163		//these are for the ratio
1164	+
1165		TH1F *JRcorrJZBeemm = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1166		TH1F *JLcorrJZBeemm = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1167		TH1F *JRcorrJZBem = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
#	Line 793 \| Line 1180 \| void do_prediction_plot(string jzb, TCan
1180		LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1181		RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1182		LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1183	<
1183	>
1184		//these are for the ratio
1185		JRcorrJZBSBem = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1186		JLcorrJZBSBem = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1187		JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1188		JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
802	–
1189		}
1190
1191		TH1F *lm4RcorrJZBeemm;
1192	<	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"));
1192	>	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"));
1193
1194		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
1195
#	Line 812 \| Line 1198 \| void do_prediction_plot(string jzb, TCan
1198
1199		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
1200		TH1F JBpred = (TH1F)JLcorrJZBeemm->Clone("Bpred");
1201	+
1202	+	TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
1203	+	ClearHisto(BpredSys);
1204	+
1205		if(PlottingSetup::RestrictToMassPeak) {
1206		Bpred->Add(RcorrJZBem,1.0/3.);
1207		Bpred->Add(LcorrJZBem,-1.0/3.);
#	Line 834 \| Line 1224 \| void do_prediction_plot(string jzb, TCan
1224		JBpred->Add(JLcorrJZBSBem,-1.0/3.);
1225		JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
1226		JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
1227	+
1228	+	//Systematics:
1229	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertONPEAK*zjetsestimateuncertONPEAK);
1230	+	AddSquared(BpredSys,JRcorrJZBem,emuncertONPEAKemuncertONPEAK(1.0/9));
1231	+	AddSquared(BpredSys,JLcorrJZBem,emuncertONPEAKemuncertONPEAK(1.0/9));
1232	+	AddSquared(BpredSys,JRcorrJZBSBem,emsidebanduncertONPEAKemsidebanduncertONPEAK(1.0/9));
1233	+	AddSquared(BpredSys,JLcorrJZBSBem,emsidebanduncertONPEAKemsidebanduncertONPEAK(1.0/9));
1234	+	AddSquared(BpredSys,JRcorrJZBSBeemm,eemmsidebanduncertONPEAKeemmsidebanduncertONPEAK(1.0/9));
1235	+	AddSquared(BpredSys,JLcorrJZBSBeemm,eemmsidebanduncertONPEAKeemmsidebanduncertONPEAK(1.0/9));
1236		} else {
1237		Bpred->Add(RcorrJZBem,1.0);
1238		Bpred->Add(LcorrJZBem,-1.0);
#	Line 843 \| Line 1242 \| void do_prediction_plot(string jzb, TCan
1242		//these are for the ratio
1243		JBpred->Add(JRcorrJZBem,1.0);
1244		JBpred->Add(JLcorrJZBem,-1.0);
1245	+
1246	+	//Systematics
1247	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertOFFPEAK*zjetsestimateuncertOFFPEAK);
1248	+	AddSquared(BpredSys,JRcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1249	+	AddSquared(BpredSys,JLcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1250	+
1251		}
1252
1253	<
1253	>	SQRT(BpredSys);
1254	>	BpredSys->Divide(JBpred);
1255	>
1256
1257		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
1258		TH1F Tpred = (TH1F)RcorrJZBem->Clone("Bpred");
#	Line 890 \| Line 1297 \| void do_prediction_plot(string jzb, TCan
1297		blankback->Draw();
1298		if(use_data==1)
1299		{
1300	+	//Bpred->SetLineWidth(3); //paper style.overruled.
1301	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style.overruled.
1302		analytical_function = do_extended_fit_to_plot(Bpred,Tpred,LcorrJZBeemm,LcorrJZBem,is_data);
1303		kinpad->cd();//necessary because the extended fit function creates its own canvas
1304		RcorrJZBeemm->Draw("e1x0,same");
1305
1306		Bpred->Draw("hist,same");
1307	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1307	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1308		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1309	+	lm4RcorrJZBeemm->Draw("hist,same");
1310		legBpred->AddEntry(RcorrJZBeemm,"observed","p");
1311		legBpred->AddEntry(Bpred,"predicted","l");
1312	<	legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1313	<	legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1314	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1312	>	// legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1313	>	// legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1314	>	legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
1315		legBpred->Draw();
1316		DrawPrelim();
1317
1318		//this plot shows what the prediction is composed of
1319	<	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1320	<	specialcanv->SetLogy(1);
1321	<	Zjetspred->SetFillColor(kYellow);
1322	<	Zjetspred->SetLineColor(kYellow);
1323	<	TTbarpred->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1324	<	TTbarpred->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1319	>	TPad *predcomppad = new TPad("predcomppad","predcomppad",0,0,1,1);
1320	>	float CurrentBpredLineWidth=Bpred->GetLineWidth();
1321	>	Bpred->SetLineWidth(2);
1322	>	predcomppad->cd();
1323	>	predcomppad->SetLogy(1);
1324	>
1325	>	TH1F jzbnegative = (TH1F)LcorrJZBeemm->Clone("jzbnegative");
1326	>	TH1F sidebandsemu = (TH1F)Bpred->Clone("sidebandsemu");
1327	>	sidebandsemu->Add(jzbnegative,-1);
1328	>
1329	>	jzbnegative->SetFillColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
1330	>	jzbnegative->SetLineColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
1331	>	sidebandsemu->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1332	>	sidebandsemu->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1333	>
1334		THStack predcomposition("predcomposition","prediction composition");
1335	<	predcomposition.Add(TTbarpred);
1336	<	predcomposition.Add(Zjetspred);
1335	>	predcomposition.Add(sidebandsemu);
1336	>	predcomposition.Add(jzbnegative);
1337		blankback->Draw();
1338		RcorrJZBeemm->Draw("e1x0,same");
1339		predcomposition.Draw("histo,same");//
1340		Bpred->Draw("hist,same");
1341	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1341	>	// analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1342		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1343	<	legBpred->Draw();
1343	>	// lm4RcorrJZBeemm->SetLineColor(kOrange+1);
1344	>	lm4RcorrJZBeemm->SetLineWidth(2);
1345	>	//lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
1346	>	lm4RcorrJZBeemm->Draw("histo,same");
1347		DrawPrelim();
1348	<	TLegend *specialleg = new TLegend(0.6,0.4,0.89,0.55);
1349	<	specialleg->SetFillColor(kWhite);specialleg->SetLineColor(kWhite);
1350	<	specialleg->AddEntry(Zjetspred,"Z+Jets prediction","f");
1351	<	specialleg->AddEntry(TTbarpred,"t#bar{t} prediction","f");
1352	<	specialleg->Draw("same");
1353	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionComposition");
1354	<
1355	<	THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1348	>	TLegend *speciallegBpred = make_legend("",0.45,0.55);
1349	>	//TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
1350	>	speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
1351	>	speciallegBpred->AddEntry(Bpred,"Total background","l");
1352	>	speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
1353	>	if(PlottingSetup::RestrictToMassPeak) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1354	>	else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
1355	>	// speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
1356	>	speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1357	>	speciallegBpred->Draw();
1358	>	save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
1359	>
1360	>	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1361	>	specialcanv->SetLogy(1);
1362	>	// THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1363		blankback->Draw();
1364	<	kostack.Draw("same");
1364	>	// kostack.Draw("same");
1365	>	predcomposition.Draw();
1366		Bpred->Draw("hist,same");
1367	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1367	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1368		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1369		legBpred->Draw();
1370		DrawPrelim();
1371	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionCompositioninMC");
1371	>	CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
1372	>	Bpred->SetLineWidth((int)CurrentBpredLineWidth);
1373
1374	<	delete specialcanv;
1375	<	delete specialleg;
1374	>
1375	>	//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;
1376	>
1377	>	delete speciallegBpred;
1378		delete Zjetspred;
1379		delete TTbarpred;
1380
#	Line 949 \| Line 1382 \| void do_prediction_plot(string jzb, TCan
1382		}
1383		if(use_data==0) {
1384		RcorrJZBeemm->Draw("e1x0,same");
1385	+	//Bpred->SetLineWidth(3); // paper style. overruled.
1386		Bpred->Draw("hist,same");
1387		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1388	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
1389	<	legBpred->AddEntry(Bpred,"MC predicted","l");
1388	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1389	>	legBpred->AddEntry(Bpred,"MC predicted","l");
1390		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
1391		if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
1392		if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
#	Line 963 \| Line 1397 \| void do_prediction_plot(string jzb, TCan
1397		}
1398		if(use_data==2) {
1399		RcorrJZBeemm->Draw("e1x0,same");
1400	+	//Bpred->SetLineWidth(3); // paper style. overruled.
1401		Bpred->Draw("hist,same");
1402		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1403	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
1403	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1404		legBpred->AddEntry(Bpred,"MC predicted","l");
1405	<	legBpred2->AddEntry(RcorrJZBeemm,"MC observed","p");
1405	>	legBpred2->AddEntry(RcorrJZBeemm,"MC true","p");
1406		legBpred2->AddEntry(Bpred,"MC predicted","l");
1407		{
1408		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18 --> now only allowed for root >=v5.30
#	Line 978 \| Line 1413 \| void do_prediction_plot(string jzb, TCan
1413		// CompleteSave(globalcanvas,"Bpred_MCwithS"); // done below in save_with_ratio
1414		}
1415		{
1416	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style. overruled.
1417	+	//RcorrJZBeemmNoS->SetLineWidth(3); //paper style. overruled.
1418	+	//lm4RcorrJZBeemm->SetLineStyle(2); //paper style. overruled.
1419	+	//RcorrJZBeemmNoS->SetLineStyle(3); //paper style. overruled.
1420	+	//lm4RcorrJZBeemm->SetLineColor(kOrange+1); //paper style. overruled.
1421	+
1422		RcorrJZBeemmNoS->SetLineStyle(2);
1423		legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
1424		legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
#	Line 996 \| Line 1437 \| void do_prediction_plot(string jzb, TCan
1437		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
1438		string ytitle("ratio");
1439		if ( use_data==1 ) ytitle = "data/pred";
1440	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1440	>	//save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1441	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
1442
1443
1444		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1445	<	/// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1446	<	if(!PlottingSetup::RestrictToMassPeak) return;
1447	<	TH1F Bpredem = (TH1F)LcorrJZBeemm->Clone("Bpredem");
1448	<	Bpredem->Add(RcorrJZBem);
1449	<	Bpredem->Add(LcorrJZBem,-1);
1450	<	TH1F BpredSBem = (TH1F)LcorrJZBeemm->Clone("BpredSBem");
1451	<	BpredSBem->Add(RcorrJZBSBem);
1452	<	Bpred->Add(LcorrJZBSBem,-1);
1453	<	TH1F BpredSBeemm = (TH1F)LcorrJZBeemm->Clone("BpredSBeemm");
1454	<	BpredSBeemm->Add(RcorrJZBSBeemm);
1455	<	BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1456	<	globalcanvas->cd();
1457	<	globalcanvas->SetLogy(1);
1458	<
1459	<	RcorrJZBeemm->SetMarkerStyle(20);
1460	<	RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1461	<	blankback->Draw();
1462	<	RcorrJZBeemm->Draw("e1x0,same");
1463	<	RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1464	<
1465	<	Bpredem->SetLineColor(kRed+1);
1466	<	Bpredem->SetStats(0);
1467	<	Bpredem->Draw("hist,same");
1468	<
1469	<	BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1470	<	BpredSBem->SetLineStyle(2);
1471	<	BpredSBem->Draw("hist,same");
1472	<
1473	<	BpredSBeemm->SetLineColor(kBlue+1);
1474	<	BpredSBeemm->SetLineStyle(3);
1475	<	BpredSBeemm->Draw("hist,same");
1476	<	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1477	<
1478	<	TLegend *legBpredc = make_legend("",0.6,0.55);
1479	<	if(use_data==1)
1480	<	{
1481	<	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
1482	<	legBpredc->AddEntry(Bpredem,"OFZP","l");
1483	<	legBpredc->AddEntry(BpredSBem,"OFSB","l");
1484	<	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
1485	<	legBpredc->Draw();
1486	<	CompleteSave(globalcanvas,"Bpred_Data_comparison");
1487	<	}
1488	<	if(use_data==0) {
1489	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
1490	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1491	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1492	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1493	<	legBpredc->Draw();
1494	<	CompleteSave(globalcanvas,"Bpred_MC_comparison");
1495	<	}
1496	<	if(use_data==2) {
1497	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
1498	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1499	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1500	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1501	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1502	<	legBpredc->Draw();
1503	<	CompleteSave(globalcanvas,"Bpred_MCwithS_comparison");
1445	>	// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1446	>	if(PlottingSetup::RestrictToMassPeak) {
1447	>	TH1F Bpredem = (TH1F)LcorrJZBeemm->Clone("Bpredem");
1448	>	Bpredem->Add(RcorrJZBem);
1449	>	Bpredem->Add(LcorrJZBem,-1);
1450	>	TH1F BpredSBem = (TH1F)LcorrJZBeemm->Clone("BpredSBem");
1451	>	BpredSBem->Add(RcorrJZBSBem);
1452	>	Bpred->Add(LcorrJZBSBem,-1);
1453	>	TH1F BpredSBeemm = (TH1F)LcorrJZBeemm->Clone("BpredSBeemm");
1454	>	BpredSBeemm->Add(RcorrJZBSBeemm);
1455	>	BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1456	>	globalcanvas->cd();
1457	>	globalcanvas->SetLogy(1);
1458	>
1459	>	RcorrJZBeemm->SetMarkerStyle(20);
1460	>	RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1461	>	blankback->Draw();
1462	>	RcorrJZBeemm->Draw("e1x0,same");
1463	>	RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1464	>
1465	>	Bpredem->SetLineColor(kRed+1);
1466	>	Bpredem->SetStats(0);
1467	>	Bpredem->Draw("hist,same");
1468	>
1469	>	BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1470	>	BpredSBem->SetLineStyle(2);
1471	>	BpredSBem->Draw("hist,same");
1472	>
1473	>	BpredSBeemm->SetLineColor(kBlue+1);
1474	>	BpredSBeemm->SetLineStyle(3);
1475	>	BpredSBeemm->Draw("hist,same");
1476	>	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1477	>
1478	>	TLegend *legBpredc = make_legend("",0.6,0.55);
1479	>	if(use_data==1)
1480	>	{
1481	>	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
1482	>	legBpredc->AddEntry(Bpredem,"OFZP","l");
1483	>	legBpredc->AddEntry(BpredSBem,"OFSB","l");
1484	>	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
1485	>	legBpredc->Draw();
1486	>	CompleteSave(globalcanvas,subdir+"Bpred_Data_comparison");
1487	>	}
1488	>	if(use_data==0) {
1489	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1490	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1491	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1492	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1493	>	legBpredc->Draw();
1494	>	CompleteSave(globalcanvas,subdir+"Bpred_MC_comparison");
1495	>	}
1496	>	if(use_data==2) {
1497	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1498	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1499	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1500	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1501	>	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1502	>	legBpredc->Draw();
1503	>	CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
1504	>	}
1505		}
1506	+
1507	+	TFile *f = new TFile("tester.root","RECREATE");
1508	+	RcorrJZBeemm->Write();
1509	+	Bpred->Write();
1510	+	f->Close();
1511	+
1512		delete RcorrJZBeemm;
1513		delete LcorrJZBeemm;
1514		delete RcorrJZBem;
#	Line 1072 \| Line 1521 \| void do_prediction_plot(string jzb, TCan
1521
1522		delete blankback;
1523
1524	+	delete BpredSys;
1525		if(PlottingSetup::RestrictToMassPeak) {
1526		delete RcorrJZBSBem;
1527		delete LcorrJZBSBem;
#	Line 1084 \| Line 1534 \| void do_prediction_plot(string jzb, TCan
1534		delete JLcorrJZBSBeemm;
1535		}
1536		if(overlay_signal \|\| use_data==2) delete lm4RcorrJZBeemm;
1537	+	switch_overunderflow(false);
1538		}
1539
1540		void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
1541		TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
1542	<	do_prediction_plot(datajzb,globalcanvas,DataSigma,jzbHigh ,data,overlay_signal);
1543	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mc,overlay_signal);
1544	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mcwithsignal,overlay_signal);
1542	>	do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
1543	>	if ( !PlottingSetup::Approved ) {
1544	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
1545	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
1546	>	} else {
1547	>	write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
1548	>	}
1549		}
1550
1551		void do_ratio_plot(int is_data,vector<float> binning, string jzb, TCanvas *can, float high=-9999) {
#	Line 1258 \| Line 1713 \| void lepton_comparison_plots() {
1713		Float_t ymin = 1.e-5, ymax = 0.25;
1714		TCanvas *can = new TCanvas("can","Lepton Comparison Canvas");
1715		can->SetLogy(1);
1716	<	TH1F *eemc = allsamples.Draw("eemc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("DYJetsToLL"));
1717	<	TH1F *mmmc = allsamples.Draw("mmmc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("DYJetsToLL"));
1716	>	TH1F *eemc = allsamples.Draw("eemc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("/DY"));
1717	>	TH1F *mmmc = allsamples.Draw("mmmc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("/DY"));
1718		eemc->SetLineColor(kBlue);
1719		mmmc->SetLineColor(kRed);
1720		eemc->SetMinimum(0.1);
#	Line 1324 \| Line 1779 \| void lepton_comparison_plots() {
1779		DrawPrelim();
1780		save_with_ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
1781
1782	<	TH1F *zjeed = allsamples.Draw("zjeed",jzbvariablemc, int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("DYJets"));
1783	<	TH1F *zjmmd = allsamples.Draw("zjmmd",jzbvariablemc, int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("DYJets"));
1784	<	TH1F *zjeemmd = allsamples.Draw("zjeemmd",jzbvariablemc,int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets, mc, luminosity,allsamples.FindSample("DYJets"));
1782	>	TH1F *zjeed = allsamples.Draw("zjeed",jzbvariablemc, int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("/DY"));
1783	>	TH1F *zjmmd = allsamples.Draw("zjmmd",jzbvariablemc, int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("/DY"));
1784	>	TH1F *zjeemmd = allsamples.Draw("zjeemmd",jzbvariablemc,int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets, mc, luminosity,allsamples.FindSample("/DY"));
1785		dout << "Z+Jets ee : " << zjeed->GetMean() << "+/-" << zjeed->GetMeanError() << endl;
1786		dout << "Z+Jets ee : " << zjmmd->GetMean() << "+/-" << zjmmd->GetMeanError() << endl;
1787		dout << "Z+Jets eemd : " << zjeemmd->GetMean() << "+/-" << zjeemmd->GetMeanError() << endl;
#	Line 1427 \| Line 1882 \| void draw_pure_jzb_histo(TCut cut,string
1882		datahisto->Draw("same,e1");
1883
1884		TLegend *leg;
1885	<	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1886	<	else if(!is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1887	<	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1888	<	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1889	<	else {
1890	<	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1891	<	exit(-1);
1892	<	}
1885	>	if (!PlottingSetup::RestrictToMassPeak) {
1886	>	if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
1887	>	else leg = allsamples.allbglegend("Same flavor",datahisto);
1888	>	} else {
1889	>	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1890	>	else if(!is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1891	>	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1892	>	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1893	>	else {
1894	>	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1895	>	exit(-1);
1896	>	}
1897	>	}
1898		leg->Draw();
1899		string write_cut = decipher_cut(cut,"");
1900		TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
1901		writeline1->SetTextSize(0.035);
1902		writeline1->Draw();
1903	<	save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
1903	>	if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
1904	>	else save_with_ratio(datahisto,mcstack,jzbpad->cd(),savename);
1905		TPad *jzbpad2 = new TPad("jzbpad2","jzbpad2",0,0,1,1);
1906		jzbpad2->cd();
1907		jzbpad2->SetLogy(1);
#	Line 1455 \| Line 1916 \| void draw_pure_jzb_histo(TCut cut,string
1916		writeline1->SetTextSize(0.035);
1917		writeline1->Draw();
1918		DrawPrelim();
1919	<	save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
1919	>	if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
1920	>	else save_with_ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
1921		datahisto->Delete();
1922		mcstack.Delete();
1923		}
#	Line 1463 \| Line 1925 \| void draw_pure_jzb_histo(TCut cut,string
1925		Double_t GausR(Double_t x, Double_t par) {
1926		return gRandom->Gaus(x[0],par[0]);
1927		}
1928	+
1929	+	void produce_stretched_jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
1930	+	TCanvas *dican = new TCanvas("dican","JZB Plots Canvas");
1931	+	float max=jzbHigh ;
1932	+	float min=-120;
1933	+	int nbins=(int)((max-min)/5.0); // we want 5 GeV/bin
1934	+	int coarserbins=int(nbins/2.0);
1935	+	int rebinnedbins=int(nbins/4.0);
1936
1937	+	vector<float>binning;vector<float>coarse_binning;vector<float>coarsest_binning;
1938	+	for(int i=0;i<=nbins;i++)binning.push_back(min+i*(max-min)/((float)nbins));
1939	+	for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
1940	+	for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
1941	+
1942	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP",dican,binning);
1943	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP",dican,binning);
1944	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_SFZP",dican,binning);
1945	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
1946	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
1947	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
1948	+	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
1949	+	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
1950	+
1951	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
1952	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
1953	+	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
1954	+	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
1955	+
1956	+	delete dican;
1957	+	}
1958	+
1959	+
1960	+	void diboson_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
1961	+	vector<int> SamplesToBeModified = allsamples.FindSampleBySampleName("WW/WZ/ZZ");
1962	+
1963	+	if(SamplesToBeModified.size()==0 \|\| SamplesToBeModified[0]==-1) {
1964	+	write_error(__FUNCTION__,"Could not find any diboson samples - aborting diboson plots");
1965	+	return;
1966	+	}
1967	+
1968	+	float stretchfactor = 100.0;
1969	+	vector<string> labels;
1970	+
1971	+
1972	+	dout << "Going to increase the cross section for diboson samples ... " << endl;
1973	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
1974	+	float origxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
1975	+	(allsamples.collection)[SamplesToBeModified[i]].xs=origxs*stretchfactor;
1976	+	dout << " Increased xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].filename << " from " << origxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ")" << endl;
1977	+	labels.push_back((allsamples.collection)[SamplesToBeModified[i]].samplename);
1978	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=any2string(int(stretchfactor))+" x "+(allsamples.collection)[SamplesToBeModified[i]].samplename;
1979	+	dout << " (also renamed it to " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " )" << endl;
1980	+	}
1981	+
1982	+	dout << "Going to produce JZB plots" << endl;
1983	+	produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
1984	+	TCanvas *gloca = new TCanvas("gloca","gloca");
1985	+
1986	+	dout << "Going to produce prediction plots" << endl;
1987	+	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
1988	+	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
1989	+	delete gloca;
1990	+
1991	+	dout << "Going to reset the cross section for diboson samples ... " << endl;
1992	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
1993	+	float Upxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
1994	+	(allsamples.collection)[SamplesToBeModified[i]].xs=(allsamples.collection)[SamplesToBeModified[i]].xs*(1.0/stretchfactor);
1995	+	string Upname=(allsamples.collection)[SamplesToBeModified[i]].samplename;
1996	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=labels[i];
1997	+	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;
1998	+
1999	+	}
2000	+
2001	+	}
2002	+
2003	+
2004	+	void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
2005	+	TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
2006	+	jzbpad->cd();
2007	+	jzbpad->SetLogy(1);
2008	+	string xlabel="JZB [GeV]";
2009	+
2010	+	TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
2011	+	datahisto1->SetLineColor(kRed);
2012	+	datahisto1->SetMarkerColor(kRed);
2013	+	TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
2014	+	datahisto2->SetLineColor(kBlue);
2015	+	datahisto2->SetMarkerColor(kBlue);
2016	+
2017	+	datahisto2->SetMarkerSize(DataMarkerSize);
2018	+	datahisto1->DrawNormalized("e1");
2019	+	datahisto2->DrawNormalized("histo,same");
2020	+	datahisto1->DrawNormalized("same,e1");
2021	+
2022	+	TLegend *leg = make_legend();
2023	+	leg->AddEntry(datahisto1,legentry1.c_str());
2024	+	leg->AddEntry(datahisto2,legentry2.c_str());
2025	+	leg->Draw();
2026	+
2027	+	save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
2028	+
2029	+	datahisto1->Delete();
2030	+	datahisto2->Delete();
2031	+	}
2032	+
2033	+
2034		void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2035		TCanvas *can = new TCanvas("can","JZB Plots Canvas");
2036		float max=jzbHigh ;
#	Line 1477 \| Line 2044 \| void jzb_plots(string mcjzb, string data
2044		for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
2045		for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
2046
2047	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2048	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2049	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2050	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2051	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2052	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2053	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2054	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2055	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2047	>	if ( !PlottingSetup::Approved ) {
2048	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2049	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2050	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2051	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2052	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2053	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2054	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2055	>	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2056	>	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2057	>	draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm",can,binning);
2058	>	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);
2059	>	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);
2060	>
2061	>	}
2062
2063		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
2064	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2065	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2066	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2067	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2068	<
2069	<	// draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarsest",can,coarsest_binning);
2070	<	// draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarsest",can,coarsest_binning);
1498	<	// flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1499	<	// if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarsest",can,coarsest_binning);
1500	<	// if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarsest",can,coarsest_binning);
2064	>	if ( !PlottingSetup::Approved ) {
2065	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2066	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2067	>	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2068	>	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2069	>	}
2070	>	delete can;
2071		}
2072
2073
#	Line 1552 \| Line 2122 \| void compute_MC_yields(string mcjzb,vect
2122		string posneg[] = {"pos","neg"};
2123		TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
2124
2125	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
2125	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
2126		TCut jzbMC[] = { give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos"), give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg") };
2127		dout << "_________________________________________________________" << endl;
2128		dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
2129	<	for(int isample=0;isample<(allsamples.collection).size();isample++) {
2129	>	for(int isample=0;isample<(int)(allsamples.collection).size();isample++) {
2130		if(!(allsamples.collection)[isample].is_data) dout << (allsamples.collection)[isample].samplename << " & ";
2131		else dout << "Sample & ";
2132		for(int iregion=0;iregion<nRegions;iregion++) {
#	Line 1815 \| Line 2385 \| void draw_ttbar_and_zjets_shape_for_one_
2385
2386		void draw_ttbar_and_zjets_shape(string mcjzb, string datajzb) {
2387		int all_leptons=-1;
1818	–	int electrons_only=0;
1819	–	int mu_only=1;
1820	–	int twojetswith50gev=1;
2388		int threejetswith30gev=0;
2389		/*
2390	+	int twojetswith50gev=1;
2391	+	int electrons_only=0;
2392	+	int mu_only=1;
2393	+
2394		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,twojetswith50gev);
2395		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev);
2396
#	Line 1833 \| Line 2404 \| void draw_ttbar_and_zjets_shape(string m
2404		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
2405		}
2406
2407	<	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
1837	<	//first: colorful plots
2407	>	float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
2408		TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2409		cancorr->SetLogz();
2410		cancorr->SetRightMargin(0.13);
2411	<	flag_this_change(__FUNCTION__,__LINE__,false);//PlottingSetup::RestrictToMassPeak
2412	<	TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)");
2411	>	TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
2412	>
2413	>	if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2414		TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2415	<	(allsamples.collection)[allsamples.FindSample("Data")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotd",zptforresponsepresentation);
2415	>	niceresponseplotd->Sumw2();
2416	>	TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
2417	>	vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2418	>	for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2419	>	if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2420	>	if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2421	>
2422	>	dout << " Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2423	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
2424	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
2425	>	}
2426	>	niceresponseplotd->Add(emuResponse,-1);
2427	>
2428		niceresponseplotd->SetStats(0);
2429		niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2430		niceresponseplotd->GetYaxis()->SetTitle("Response");
#	Line 1849 \| Line 2432 \| void find_correction_factors(string &jzb
2432		niceresponseplotd->GetYaxis()->CenterTitle();
2433		niceresponseplotd->Draw("COLZ");
2434		TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2435	+	profd->Rebin(2);
2436		profd->SetMarkerSize(DataMarkerSize);
2437	<	profd->Fit("pol0","","same,e1",30,400);
2437	>	profd->Fit("pol0","","same,e1",100,400);
2438		DrawPrelim();
2439	<	TText* title = write_text(0.5,0.7,"Data");
2439	>	string stitle="Data";
2440	>	if(!Contains(FindKeyword,"Data")) stitle="MC";
2441	>	TText* title = write_text(0.5,0.7,stitle.c_str());
2442		title->SetTextAlign(12);
2443		title->Draw();
2444		TF1 datapol=(TF1)profd->GetFunction("pol0");
2445	<	float datacorrection=datapol->GetParameter(0);
2446	<	stringstream dataresstring;
2447	<	dataresstring<<"Response: "<<std::setprecision(2)<<100*datacorrection<<" %";
2448	<	TText* restitle = write_text(0.5,0.65,dataresstring.str());
2445	>	float correction=datapol->GetParameter(0);
2446	>	stringstream resstring;
2447	>	resstring<<"Response: "<<std::setprecision(2)<<100*correction<<" %";
2448	>	TText* restitle = write_text(0.5,0.65,resstring.str());
2449		restitle->SetTextAlign(12);
2450		restitle->SetTextSize(0.03);
2451		restitle->Draw();
2452	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_Data");
2453	<
2454	<	TH2F *niceresponseplotm = new TH2F("niceresponseplotm","",100,0,600,100,0,5);
2455	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotm",zptforresponsepresentation);
2456	<	niceresponseplotm->SetStats(0);
2457	<	niceresponseplotm->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2458	<	niceresponseplotm->GetYaxis()->SetTitle("Response");
2459	<	niceresponseplotm->GetXaxis()->CenterTitle();
1874	<	niceresponseplotm->GetYaxis()->CenterTitle();
1875	<	niceresponseplotm->Draw("COLZ");
1876	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt",zptforresponsepresentation,"PROF,same");
1877	<	TProfile * profm = (TProfile*)niceresponseplotm->ProfileX();
1878	<	profm->SetMarkerSize(DataMarkerSize);
1879	<	profm->Fit("pol0","","same,e1",30,400);
1880	<	DrawMCPrelim();
1881	<	title = write_text(0.5,0.7,"MC simulation");
1882	<	title->SetTextAlign(12);
1883	<	title->Draw();
1884	<	TF1 mcpol=(TF1)profm->GetFunction("pol0");
1885	<	float mccorrection=mcpol->GetParameter(0);
1886	<	stringstream mcresstring;
1887	<	mcresstring<<"Response: "<<std::setprecision(2)<<100*mccorrection<<" %";
1888	<	TText* mcrestitle = write_text(0.5,0.65,mcresstring.str());
1889	<	mcrestitle->SetTextAlign(12);
1890	<	mcrestitle->SetTextSize(0.03);
1891	<	mcrestitle->Draw();
1892	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_MC");
2452	>	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2453	>	delete cancorr;
2454	>	delete niceresponseplotd;
2455	>	delete profd;
2456	>	return correction;
2457	>	}
2458	>
2459	>	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2460
2461	+	dout << "Computing response corrections: " << endl;
2462	+	//Step 1 : Get results
2463	+	float datacorrection=find_one_correction_factor("Data",true,"","Data");
2464	+	float mccorrection=find_one_correction_factor("DY",false,"","MC");
2465	+
2466	+	float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
2467	+	float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
2468	+
2469	+	float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
2470	+	float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
2471	+
2472	+	cout << "Corrections : " << endl;
2473	+	cout << " Data : " << datacorrection << endl;
2474	+	cout << " ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
2475	+	cout << " MC : " << mccorrection << endl;
2476	+	cout << " ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
2477
2478	<	//Step 2: Getting the result
1896	<	// TCut zptcutforresponse("pt>30&&pt<300&&TMath::Abs(91.2-mll)<20&&id1==id2&&(ch1*ch2<0)");
2478	>	//Step 2: Processing the result and making it into something useful :-)
2479		stringstream jzbvardatas;
2480	<	if(datacorrection>1) jzbvardatas<<"(jzb[1]-"<<datacorrection-1<<"*pt)";
2481	<	if(datacorrection<1) jzbvardatas<<"(jzb[1]+"<<1-datacorrection<<"*pt)";
2480	>	jzbvardatas << "(";
2481	>
2482	>	if(dataEEcorrection>=1) jzbvardatas<<"((id1==0&&id1==id2)(jzb[1]-" << dataEEcorrection-1 << "pt))";
2483	>	if(dataEEcorrection<1) jzbvardatas<<"((id1==0&&id1==id2)(jzb[1]+" << 1-dataEEcorrection << "pt))";
2484	>
2485	>	if(dataMMcorrection>=1) jzbvardatas<<"+((id1==1&&id1==id2)(jzb[1]-" << dataMMcorrection-1 << "pt))";
2486	>	if(dataMMcorrection<1) jzbvardatas<<"+((id1==1&&id1==id2)(jzb[1]+" << 1-dataMMcorrection << "pt))";
2487	>
2488	>	float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
2489	>
2490	>	if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)(jzb[1]-" << datacorrection-1 << "pt))";
2491	>	if(datacorrection<1) jzbvardatas<<"+((id1!=id2)(jzb[1]+" << 1-datacorrection << "pt))";
2492	>
2493	>	jzbvardatas << ")";
2494		jzbvardata=jzbvardatas.str();
2495	+
2496		stringstream jzbvarmcs;
2497	<	if(mccorrection>1) jzbvarmcs<<"(jzb[1]-"<<mccorrection-1<<"*pt)";
2498	<	if(mccorrection<1) jzbvarmcs<<"(jzb[1]+"<<1-mccorrection<<"*pt)";
2497	>	jzbvarmcs << "(";
2498	>
2499	>	if(mcEEcorrection>=1) jzbvarmcs<<"((id1==0&&id1==id2)(jzb[1]-" << mcEEcorrection-1 << "pt))";
2500	>	if(mcEEcorrection<1) jzbvarmcs<<"((id1==0&&id1==id2)(jzb[1]+" << 1-mcEEcorrection << "pt))";
2501	>
2502	>	if(mcMMcorrection>=1) jzbvarmcs<<"+((id1==1&&id1==id2)(jzb[1]-" << mcMMcorrection-1 << "pt))";
2503	>	if(mcMMcorrection<1) jzbvarmcs<<"+((id1==1&&id1==id2)(jzb[1]+" << 1-mcMMcorrection << "pt))";
2504	>
2505	>	float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
2506	>
2507	>	if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)(jzb[1]-" << mccorrection-1 << "pt))";
2508	>	if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)(jzb[1]+" << 1-mccorrection << "pt))";
2509	>
2510	>	jzbvarmcs << ")";
2511		jzbvarmc=jzbvarmcs.str();
2512	+
2513		dout << "JZB Z pt correction summary : " << endl;
2514		dout << " Data: The response is " << datacorrection << " --> jzb variable is now : " << jzbvardata << endl;
2515		dout << " MC : The response is " << mccorrection << " --> jzb variable is now : " << jzbvarmc << endl;
2516	+
2517		}
2518
2519		void pick_up_events(string cut) {
#	Line 1912 \| Line 2521 \| void pick_up_events(string cut) {
2521		allsamples.PickUpEvents(cut);
2522		}
2523
2524	<	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError) {
2524	>	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
2525		dout << "Saving configuration template!" << endl;
2526		ofstream configfile;
2527		configfile.open("../DistributedModelCalculations/last_configuration.C");
#	Line 1932 \| Line 2541 \| void save_template(string mcjzb, string
2541		configfile<<"string datajzb=\"datajzb_ERROR\";\n";
2542		configfile<<"string mcjzb=\"mcjzb_ERROR\";\n";
2543		configfile<<"vector<float>jzb_cuts;\n";
2544	+	configfile<<"vector<float>jzb_shape_limit_bins;\n";
2545		configfile<<"float MCPeakError=-999;\n";
2546	+	configfile<<"float DataPeakError=-999;\n";
2547		configfile<<"}\n\n";
2548
2549		configfile<<"void read_config() {\n";
2550		configfile<<"datajzb=\""<<datajzb<<"\";\n";
2551		configfile<<"mcjzb=\""<<mcjzb<<"\";\n\n";
2552	<	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n\n";
2553	<	for(int i=0;i<jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2552	>	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n";
2553	>	configfile<<"DataPeakError="<<DataPeakError<<";\n\n";
2554	>	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";
2555		configfile<<"\n\n";
2556	<	for(int i=0;i<Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2557	<	for(int i=0;i<Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2558	<	for(int i=0;i<Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2556	>	for(int i=0;i<(int)Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2557	>	for(int i=0;i<(int)Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2558	>	for(int i=0;i<(int)Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2559	>	configfile<<"\n\n";
2560	>	for(int i=0;i<(int)flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2561	>	for(int i=0;i<(int)flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2562	>	for(int i=0;i<(int)flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2563	>	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";
2564		configfile<<"\n\n";
1948	–	for(int i=0;i<flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1949	–	for(int i=0;i<flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1950	–	for(int i=0;i<flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2565		configfile<<"\n\n";
2566		configfile<<"luminosity="<<luminosity<<";\n";
2567	+	configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
2568
2569		configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
2570
#	Line 1972 \| Line 2587 \| *void draw_all_ttbar_histos(TCanvas can,**
2587		float max=histos[0]->GetMaximum();
2588		if(manualmin>=0) min=manualmin;
2589		else {
2590	<	for(int i=1;i<histos.size();i++) {
2590	>	for(int i=1;i<(int)histos.size();i++) {
2591		float curmin=get_nonzero_minimum(histos[i]);
2592		float curmax=histos[i]->GetMaximum();
2593		if(curmin<min) min=curmin;
#	Line 1983 \| Line 2598 \| *void draw_all_ttbar_histos(TCanvas can,**
2598		histos[0]->Draw(drawoption.c_str());
2599		stringstream drawopt;
2600		drawopt << drawoption << ",same";
2601	<	for(int i=1;i<histos.size();i++) {
2601	>	for(int i=1;i<(int)histos.size();i++) {
2602		histos[i]->Draw(drawopt.str().c_str());
2603		}
2604		}
#	Line 1992 \| Line 2607 \| void ttbar_sidebands_comparison(string m
2607		//in the case of the on peak analysis, we compare the 3 control regions to the real value
2608		//in the case of the OFF peak analysis, we compare our control region to the real value
2609		TCut weightbackup=cutWeight;
1995	–	cutWeight="1.0";
1996	–	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2610
2611	+	bool doPURW=false;
2612	+
2613	+
2614	+	if(!doPURW) {
2615	+	dout << "Not doing PU reweighting for ttbar closure test" << endl;
2616	+	cutWeight="1.0";
2617	+	// Do it without PU re-weighting
2618	+	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2619	+	stringstream resultsNoPU;
2620	+	stringstream noPUdatajzb;
2621	+	stringstream noPUmcjzb;
2622	+
2623	+	stringstream mcjzbnoPU;
2624	+	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2625	+	mcjzb = noPUmcjzb.str();
2626	+	}
2627	+
2628	+
2629	+	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2630
2631	<	TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2631	>	TH1F *TZem = systsamples.Draw("TZem", mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2632		TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2633		TH1F *TSem;
2634		TH1F *nTSem;
2635	<	TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2635	>	TH1F *TZeemm = systsamples.Draw("TZeemm", mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2636		TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2637		TH1F *TSeemm;
2638		TH1F *nTSeemm;
2639
2640		if(PlottingSetup::RestrictToMassPeak) {
2641	<	TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2642	<	nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2643	<	TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2641	>	TSem = systsamples.Draw("TSem", mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2642	>	nTSem = systsamples.Draw("nTSem", "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2643	>	TSeemm = systsamples.Draw("TSeemm", mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2644		nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2645		}
2646
2647		TCanvas *tcan = new TCanvas("tcan","tcan");
2016	–
2648		tcan->SetLogy(1);
2649
2650		TZeemm->SetLineColor(kBlack);
#	Line 2032 \| Line 2663 \| void ttbar_sidebands_comparison(string m
2663		}
2664
2665		vector<TH1F*> histos;
2666	+	TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2667	+	TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2668		histos.push_back(TZem);
2669		histos.push_back(TZeemm);
2670		if(PlottingSetup::RestrictToMassPeak) {
2671	+	TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2672	+	TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2673		histos.push_back(TSem);
2674		histos.push_back(TSeemm);
2675		}
2676	<	draw_all_ttbar_histos(tcan,histos,"histo",0.04);
2676	>	draw_all_ttbar_histos(tcan,histos,"histo",1);
2677
2678		TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
2679		leg->AddEntry(TZeemm,"SFZP","l");
#	Line 2050 \| Line 2685 \| void ttbar_sidebands_comparison(string m
2685		leg->Draw("same");
2686		DrawMCPrelim(simulatedlumi);
2687		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison");
2053	–
2688		TH1F TZemcopy = (TH1F)TZem->Clone("TZemcopy");
2689		TH1F TZeemmcopy = (TH1F)TZeemm->Clone("TZeemmcopy");
2690	<	TH1F TSeemmcopy = (TH1F)TSeemm->Clone("TSeemmcopy");
2691	<	TH1F TSemcopy = (TH1F)TSem->Clone("TSemcopy");
2690	>	TH1F *TSeemmcopy;
2691	>	TH1F *TSemcopy;
2692	>	if(PlottingSetup::RestrictToMassPeak) {
2693	>	TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
2694	>	TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
2695	>	}
2696
2697		TZem->Divide(TZeemm);
2698		TZem->SetMarkerStyle(21);
#	Line 2063 \| Line 2701 \| void ttbar_sidebands_comparison(string m
2701		TSeemm->Divide(TZeemm);
2702		TSem->SetMarkerStyle(24);
2703		TSeemm->SetMarkerStyle(32);
2704	<	}
2704	>	}
2705
2706		tcan->SetLogy(0);
2707		TZem->GetYaxis()->SetRangeUser(0,2.5);
#	Line 2074 \| Line 2712 \| void ttbar_sidebands_comparison(string m
2712		TSeemm->Draw("same");
2713		}
2714
2715	<	float linepos=0.25;
2716	<	if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
2715	>	float linepos=emuncertONPEAK;
2716	>	if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
2717	>
2718		TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
2719		TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2720		TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
2721
2722	+	/*write_warning(__FUNCTION__,"These two lines are to be removed!");
2723	+	TLine *topalt = new TLine(binning[0],1.0+0.1,binning[binning.size()-1],1.0+0.1);
2724	+	TLine *bottomalt = new TLine(binning[0],1.0-0.1,binning[binning.size()-1],1.0-0.1);
2725	+	topalt->SetLineColor(kRed);topalt->SetLineStyle(3);
2726	+	bottomalt->SetLineColor(kRed);bottomalt->SetLineStyle(3);
2727	+	topalt->Draw("same");bottomalt->Draw("same");*/
2728	+
2729	+
2730		top->SetLineColor(kBlue);top->SetLineStyle(2);
2731		bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
2732		center->SetLineColor(kBlue);
#	Line 2103 \| Line 2750 \| void ttbar_sidebands_comparison(string m
2750		DrawMCPrelim(simulatedlumi);
2751		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
2752
2753	+	if (0) { // Turn this off: we don't need this
2754
2755	+	///-------------- second part: only look at the quantity we actually care about!
2756	+	TH1F leftsfzp = (TH1F)nTZeemm->Clone("leftsfzp");
2757	+	TH1F rightsfzp = (TH1F)TZeemmcopy->Clone("rightsfzp");
2758	+	rightsfzp->Add(leftsfzp,-1);
2759	+	TH1F leftofzp = (TH1F)nTZem->Clone("leftofzp");
2760	+	TH1F rightofzp = (TH1F)TZemcopy->Clone("rightofzp");
2761	+	rightofzp->Add(leftofzp,-1);
2762	+	TH1F *leftofsb;
2763	+	TH1F *rightofsb;
2764	+	TH1F *leftsfsb;
2765	+	TH1F *rightsfsb;
2766	+	if(PlottingSetup::RestrictToMassPeak) {
2767	+	leftofsb = (TH1F*)nTSem->Clone("leftofsb");
2768	+	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2769	+	rightofsb->Add(leftofsb,-1);
2770	+	leftsfsb = (TH1F*)nTSeemm->Clone("leftsfsb");
2771	+	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2772	+	rightsfsb->Add(leftsfsb,-1);
2773	+	}
2774
2775	<	///-------------- second part: only look at the quantity we actually care about!
2776	<	TH1F leftsfzp = (TH1F)nTZeemm->Clone("leftsfzp");
2777	<	TH1F rightsfzp = (TH1F)TZeemmcopy->Clone("rightsfzp");
2778	<	rightsfzp->Add(leftsfzp,-1);
2779	<	TH1F leftofzp = (TH1F)nTZem->Clone("leftofzp");
2780	<	TH1F rightofzp = (TH1F)TZemcopy->Clone("rightofzp");
2781	<	rightofzp->Add(leftofzp,-1);
2782	<	TH1F *leftofsb;
2783	<	TH1F *rightofsb;
2784	<	TH1F *leftsfsb;
2118	<	TH1F *rightsfsb;
2119	<	if(PlottingSetup::RestrictToMassPeak) {
2120	<	leftofsb = (TH1F*)nTSem->Clone("leftofsb");
2121	<	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2122	<	rightofsb->Add(leftofsb,-1);
2123	<	leftsfsb = (TH1F*)nTSeemm->Clone("leftsfsb");
2124	<	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2125	<	rightsfsb->Add(leftsfsb,-1);
2126	<	}
2775	>	tcan->SetLogy(1);
2776	>	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2777	>	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2778	>	rightsfzp->Draw("histo");
2779	>	rightofzp->Draw("histo,same");
2780	>	if(PlottingSetup::RestrictToMassPeak) {
2781	>	rightofsb->Draw("histo,same");
2782	>	rightsfsb->Draw("histo,same");
2783	>	}
2784	>	DrawMCPrelim(simulatedlumi);
2785
2786	<	tcan->SetLogy(1);
2787	<	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2788	<	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2789	<	rightsfzp->Draw("histo");
2790	<	rightofzp->Draw("histo,same");
2791	<	if(PlottingSetup::RestrictToMassPeak) {
2792	<	rightofsb->Draw("histo,same");
2793	<	rightsfsb->Draw("histo,same");
2136	<	}
2137	<	DrawMCPrelim(simulatedlumi);
2786	>	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2787	>	legA->AddEntry(rightsfzp,"SFZP","l");
2788	>	legA->AddEntry(rightofzp,"OFZP","l");
2789	>	if(PlottingSetup::RestrictToMassPeak) {
2790	>	legA->AddEntry(rightofsb,"SFSB","l");
2791	>	legA->AddEntry(rightsfsb,"OFSB","l");
2792	>	}
2793	>	legA->Draw();
2794
2795	<	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2796	<	legA->AddEntry(rightsfzp,"SFZP","l");
2797	<	legA->AddEntry(rightofzp,"OFZP","l");
2798	<	if(PlottingSetup::RestrictToMassPeak) {
2799	<	legA->AddEntry(rightofsb,"SFSB","l");
2800	<	legA->AddEntry(rightsfsb,"OFSB","l");
2801	<	}
2802	<	legA->Draw();
2795	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2796	>
2797	>	tcan->SetLogy(0);
2798	>	rightofzp->Divide(rightsfzp);
2799	>	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2800	>	rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2801	>	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2802	>	rightofzp->Draw();
2803	>	if(PlottingSetup::RestrictToMassPeak) {
2804	>	rightofsb->Divide(rightsfzp);
2805	>	rightsfsb->Divide(rightsfzp);
2806	>	rightofsb->Draw("same");
2807	>	rightsfsb->Draw("same");
2808	>	}
2809
2810	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2810	>	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2811	>	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2812	>	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2813	>
2814	>	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2815	>	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2816	>	center2->SetLineColor(kBlue);
2817	>
2818	>	top2->Draw("same");
2819	>	center2->Draw("same");
2820	>	bottom2->Draw("same");
2821
2822	<	tcan->SetLogy(0);
2823	<	rightofzp->Divide(rightsfzp);
2824	<	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2825	<	rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
2826	<	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2155	<	rightofzp->Draw();
2156	<	if(PlottingSetup::RestrictToMassPeak) {
2157	<	rightofsb->Divide(rightsfzp);
2158	<	rightsfsb->Divide(rightsfzp);
2159	<	rightofsb->Draw("same");
2160	<	rightsfsb->Draw("same");
2161	<	}
2822	>	rightofzp->SetMarkerStyle(21);
2823	>	if(PlottingSetup::RestrictToMassPeak) {
2824	>	rightofsb->SetMarkerStyle(24);
2825	>	rightsfsb->SetMarkerStyle(32);
2826	>	}
2827
2828	<	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2829	<	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2830	<	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2828	>	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2829	>	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2830	>	if(PlottingSetup::RestrictToMassPeak) {
2831	>	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2832	>	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2833	>	}
2834	>	leg3->AddEntry(bottom,"syst. envelope","l");
2835	>	leg3->SetX1(0.25);leg3->SetX2(0.6);
2836	>	leg3->SetY1(0.65);
2837
2838	<	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2168	<	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2169	<	center2->SetLineColor(kBlue);
2838	>	leg3->Draw("same");
2839
2840	<	top2->Draw("same");
2841	<	center2->Draw("same");
2173	<	bottom2->Draw("same");
2840	>	DrawMCPrelim(simulatedlumi);
2841	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2842
2175	–	rightofzp->SetMarkerStyle(21);
2176	–	if(PlottingSetup::RestrictToMassPeak) {
2177	–	rightofsb->SetMarkerStyle(24);
2178	–	rightsfsb->SetMarkerStyle(32);
2179	–	}
2180	–
2181	–	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2182	–	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2183	–	if(PlottingSetup::RestrictToMassPeak) {
2184	–	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2185	–	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2843		}
2187	–	leg3->AddEntry(bottom,"syst. envelope","l");
2188	–	leg3->SetX1(0.25);leg3->SetX2(0.6);
2189	–	leg3->SetY1(0.65);
2190	–
2191	–	leg3->Draw("same");
2192	–
2193	–	DrawMCPrelim(simulatedlumi);
2194	–	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2844
2845		delete TZem;
2846		delete nTZem;
#	Line 2210 \| Line 2859 \| void ttbar_sidebands_comparison(string m
2859
2860		void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
2861		vector<float> nicer_binning;
2862	<	nicer_binning.push_back(-125);
2862	>
2863	>	/* nicer_binning.push_back(-400);
2864	>	nicer_binning.push_back(-250);
2865	>	nicer_binning.push_back(-200);
2866	>	nicer_binning.push_back(-150);
2867	>	nicer_binning.push_back(-100);
2868	>	nicer_binning.push_back(-50);
2869	>	nicer_binning.push_back(-20);
2870	>
2871	>	nicer_binning.push_back(0);
2872	>	nicer_binning.push_back(20);
2873	>	nicer_binning.push_back(50);
2874	>	nicer_binning.push_back(100);
2875	>	nicer_binning.push_back(150);
2876	>	nicer_binning.push_back(200);
2877	>	nicer_binning.push_back(250);
2878	>	nicer_binning.push_back(400);*/
2879	>
2880		nicer_binning.push_back(-100);
2215	–	nicer_binning.push_back(-75);
2881		nicer_binning.push_back(-50);
2882		nicer_binning.push_back(-25);
2883		nicer_binning.push_back(0);
#	Line 2222 \| Line 2887 \| void ttbar_sidebands_comparison(string m
2887		nicer_binning.push_back(100);
2888		nicer_binning.push_back(125);
2889		nicer_binning.push_back(150);
2890	<	nicer_binning.push_back(175);
2890	>	//nicer_binning.push_back(175);
2891		nicer_binning.push_back(200);
2892	<	nicer_binning.push_back(230);
2893	<	nicer_binning.push_back(280);
2892	>	nicer_binning.push_back(250);
2893	>	nicer_binning.push_back(300);
2894		nicer_binning.push_back(400);
2895	+
2896		ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
2897		}
2898
2899
2900	<	void zjets_prediction_comparison() {
2901	<	// Do it without PU re-weighting
2902	<	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2903	<	stringstream resultsNoPU;
2904	<
2905	<	stringstream mcjzbnoPU;
2906	<	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,false);
2907	<	if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
2908	<	else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
2900	>	void zjets_prediction_comparison(string mcjzbWithPUa) {
2901	>	TCanvas *zcan = new TCanvas("zcan","zcan");
2902	>	// zcan->SetLogy(1);
2903	>	TCut weightbackup=cutWeight;
2904	>
2905	>	bool UsePURW=false;
2906	>
2907	>
2908	>	string mcjzb;
2909	>	if(UsePURW) {
2910	>	mcjzb=mcjzbWithPUa;
2911	>	} else {
2912	>	// Do it without PU re-weighting
2913	>	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2914	>	stringstream resultsNoPU;
2915	>	stringstream noPUdatajzb;
2916	>	stringstream noPUmcjzb;
2917	>
2918	>	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
2919	>	dout << "The peak corrected JZB expression for MC without pileup is : " << noPUmcjzb.str() << endl;
2920	>
2921	>	mcjzb = noPUmcjzb.str();
2922	>
2923	>	cutWeight="1.0";
2924	>	}
2925
2926	<	string mcjzb = mcjzbnoPU.str();
2927	<	dout << "The peak corrected JZB expression for MC without pileup is : " << mcjzb << endl;
2926	>
2927	>	vector<float> binning;
2928	>	binning.push_back(0);
2929	>	binning.push_back(10);
2930	>	binning.push_back(20);
2931	>	binning.push_back(40);
2932	>	binning.push_back(60);
2933	>	// binning.push_back(50);
2934	>	// binning.push_back(60);
2935	>	// binning.push_back(70);
2936	>	// binning.push_back(80);
2937	>	// binning.push_back(90);
2938	>	binning.push_back(100);
2939
2247	–	TCut weightbackup=cutWeight;
2248	–	cutWeight="1.0";
2249	–	float sbg_min=0.;
2250	–	float sbg_max=100.;
2251	–	int sbg_nbins=5;
2940		float simulatedlumi = luminosity;//in pb please - adjust to your likings
2941
2942		TCut kPos((mcjzb+">0").c_str());
2943		TCut kNeg((mcjzb+"<0").c_str());
2944		string var( "abs("+mcjzb+")" );
2945	+
2946	+	TCut notTau("abs(genMID1)!=15");
2947	+	TCut ONLYTau("mll>20");
2948	+
2949
2950	<	TCut kcut(cutmass&&cutOSSF&&"pfJetGoodNum>2");
2951	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
2952	<	kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("DYJets"));
2261	<	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
2262	<	kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("DYJets"));
2950	>	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2951	>	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2952	>
2953		hJZBpos->SetLineColor(kBlack);
2954		hJZBneg->SetLineColor(kRed);
2955
2956	<	Int_t nbins = 5;
2267	<	Float_t xmax = 100.;
2268	<
2269	<
2270	<	TCanvas *zcan = new TCanvas("zcan","zcan");
2271	<	zcan->SetLogy(1);
2272	<
2956	>	hJZBpos->SetMinimum(1.0);
2957		hJZBpos->Draw("e1");
2958		hJZBneg->Draw("same,hist");
2959		hJZBpos->Draw("same,e1"); // So it's on top...
2960
2961	<	TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
2961	>	TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
2962		leg->AddEntry(hJZBpos,"Observed","pe");
2963		leg->AddEntry(hJZBneg,"Predicted","l");
2964		leg->Draw("same");
2965		DrawMCPrelim(simulatedlumi);
2966	<	CompleteSave(zcan,"Systematics/zjets_prediction");
2966	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
2967
2968		TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
2969		hratio->Divide(hJZBneg);
2970
2971	+	for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
2972	+	cout << "Positive: " << hJZBpos->GetBinContent(i) << " vs Negative : " << hJZBneg->GetBinContent(i) << " (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
2973	+	}
2974	+
2975		zcan->SetLogy(0);
2976	<	hratio->GetYaxis()->SetRangeUser(0,2.5);
2976	>	hratio->GetYaxis()->SetRangeUser(0,2.0);
2977		hratio->GetYaxis()->SetTitle("Observed/Predicted");
2978		hratio->Draw("e1");
2979
2980	<	TLine *top = new TLine(sbg_min,1.25,sbg_max,1.25);
2981	<	TLine *center = new TLine(sbg_min,1.0,sbg_max,1.0);
2982	<	TLine *bottom = new TLine(sbg_min,0.75,sbg_max,0.75);
2980	>	TLine *top = new TLine(binning[0],1.25,binning[binning.size()-1],1.25);
2981	>	TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2982	>	TLine *bottom = new TLine(binning[0],0.75,binning[binning.size()-1],0.75);
2983
2984
2985		top->SetLineColor(kBlue);top->SetLineStyle(2);
#	Line 2302 \| Line 2990 \| void zjets_prediction_comparison() {
2990		center->Draw("same");
2991		bottom->Draw("same");
2992
2993	<	TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
2993	>	TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
2994		leg2->AddEntry(hratio,"obs / pred","pe");
2995		leg2->AddEntry(bottom,"syst. envelope","l");
2996		leg2->Draw("same");
2997		DrawMCPrelim(simulatedlumi);
2998	<	CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
2998	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
2999	>
3000	>	TCut reducedNJets(cutnJets);
3001	>
3002	>	TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3003	>	TH1F *LcorrJZBeemm = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3004	>	TH1F *RcorrJZBem = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3005	>	TH1F *LcorrJZBem = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3006	>
3007	>	TH1F *RcorrJZBSBem;
3008	>	TH1F *LcorrJZBSBem;
3009	>	TH1F *RcorrJZBSBeemm;
3010	>	TH1F *LcorrJZBSBeemm;
3011	>
3012	>	if(PlottingSetup::RestrictToMassPeak) {
3013	>	RcorrJZBSBem = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3014	>	LcorrJZBSBem = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3015	>	RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3016	>	LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3017	>	}
3018	>
3019	>	TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3020	>	if(PlottingSetup::RestrictToMassPeak) {
3021	>	Bpred->Add(RcorrJZBem,1.0/3.);
3022	>	Bpred->Add(LcorrJZBem,-1.0/3.);
3023	>	Bpred->Add(RcorrJZBSBem,1.0/3.);
3024	>	Bpred->Add(LcorrJZBSBem,-1.0/3.);
3025	>	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3026	>	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3027	>	} else {
3028	>	Bpred->Add(RcorrJZBem,1.0);
3029	>	Bpred->Add(LcorrJZBem,-1.0);
3030	>	}
3031	>
3032	>	Bpred->SetLineColor(kRed);
3033	>
3034	>	TAUhJZBpos->SetLineColor(kBlack);
3035	>	Bpred->SetLineColor(kRed);
3036	>
3037	>	TAUhJZBpos->SetMinimum(1.0);
3038	>	TAUhJZBpos->Draw("e1");
3039	>	Bpred->Draw("same,hist");
3040	>	TAUhJZBpos->Draw("same,e1");
3041	>
3042	>	TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
3043	>	TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
3044	>	TAUleg->AddEntry(Bpred,"Predicted","l");
3045	>	TAUleg->Draw("same");
3046	>	DrawMCPrelim(simulatedlumi);
3047	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
3048	>
3049	>	TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
3050	>	TAUhratio->Divide(Bpred);
3051	>
3052	>	for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
3053	>	cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << " vs predicted : " << Bpred->GetBinContent(i) << " (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
3054	>	}
3055	>
3056	>	zcan->SetLogy(0);
3057	>	TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
3058	>	TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
3059	>	TAUhratio->Draw("e1");
3060	>
3061	>	top->Draw("same");
3062	>	center->Draw("same");
3063	>	bottom->Draw("same");
3064	>
3065	>	TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow #tau#tau",0.25,0.75,false);
3066	>	TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
3067	>	TAUleg2->AddEntry(bottom,"syst. envelope","l");
3068	>	TAUleg2->Draw("same");
3069	>	DrawMCPrelim(simulatedlumi);
3070	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
3071	>
3072	>	delete Bpred;
3073	>	delete TAUhJZBpos;
3074	>	delete LcorrJZBeemm;
3075	>	delete RcorrJZBem;
3076	>	delete LcorrJZBem;
3077	>
3078	>	if(PlottingSetup::RestrictToMassPeak) {
3079	>	delete RcorrJZBSBem;
3080	>	delete LcorrJZBSBem;
3081	>	delete RcorrJZBSBeemm;
3082	>	delete LcorrJZBSBeemm;
3083	>	}
3084	>
3085
3086		delete zcan;
3087		cutWeight=weightbackup;
#	Line 2333 \| Line 3107 \| void sideband_assessment(string datajzb,
3107		tout << "\\begin{tabular}{l\|cc}" << endl;
3108		tout << "\\hline" << endl;
3109		tout << "& {\\OFZP} & {\\OFSB} \\\\\\hline" << endl;
3110	<	tout << "\\#(events) & "<<OFSB<<" & "<<OFZP<<"\\\\ \\hline" << endl;
3110	>	tout << "\\#(events) & "<<OFZP<<" & "<<OFSB<<"\\\\ \\hline" << endl;
3111		tout << "\\end{tabular}" << endl;
3112		tout << "\\end{center}" << endl;
3113		tout << "\\end{table}" << endl;
#	Line 2351 \| Line 3125 \| void make_table(samplecollection &coll,
3125
3126		TCanvas *cannie = new TCanvas("cannie","cannie");
3127
3128	<	for(int icut=0;icut<jzb_cuts.size();icut++) {
3128	>	for(int icut=0;icut<(int)jzb_cuts.size();icut++) {
3129		float currcut=jzb_cuts[icut];
3130		int nbins=1;float low=currcut;
3131		vector<int> mysample;
#	Line 2410 \| Line 3184 \| void make_table(samplecollection &coll,
3184		//prediction part
3185		if(is_data) cout << "Data prediction & ";
3186		if(subselection!="none") cout << subselection << " prediction &";
3187	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3187	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3188
3189		cout << endl;
3190		//observation part
3191		if(is_data) cout << "Data observation & ";
3192		if(subselection!="none") cout << subselection << " observation &";
3193	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3193	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3194		cout << endl;
3195		cout << "_________________________________________________________________" << endl;
3196		delete cannie;
#	Line 2451 \| Line 3225 \| *void JZBSelEff(string mcjzb, TTree even**
3225		int nbins = sizeof(xbins)/sizeof(float)-1;
3226		int markers[] = { 20, 26, 21, 24, 22, 25, 28 };
3227
3228	<	TH1F* heff = new TH1F("heff", "JZB eff ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3229	<	TH1F* hgen = new TH1F("hgen", "JZB gen ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3230	<	TH1F* hreco = new TH1F("hreco","JZB reco ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3228	>
3229	>	TH1F* heff = new TH1F("heff", "JZB eff ; generator JZB [GeV]; efficiency",nbins,xbins);
3230	>	TH1F* hgen = new TH1F("hgen", "JZB gen ; generator JZB [GeV]; efficiency",nbins,xbins);
3231	>	TH1F* hreco = new TH1F("hreco","JZB reco ; generator JZB [GeV]; efficiency",nbins,xbins);
3232
3233		TCut kgen(genMassCut&&"genZPt>0&&genNjets>2&&abs(genMID)==23"&&cutOSSF);
3234		TCut kreco(cutmass);
#	Line 2469 \| Line 3244 \| *void JZBSelEff(string mcjzb, TTree even**
3244		TCanvas *can = new TCanvas("can","Canvas for JZB Efficiency",600,600);
3245		can->SetGridx(1);
3246		can->SetGridy(1);
3247	+	can->SetLeftMargin(0.16);
3248	+	can->SetRightMargin(0.05);
3249		TLegend *leg = make_legend("",0.6,0.2,false,0.89,0.5);
3250	+	leg->SetBorderSize(1);
3251	+	leg->SetLineColor(kBlack);
3252	+	leg->SetTextFont(62);
3253
3254	<
2475	<
2476	<	for ( int icut=0; icut<jzb_bins.size(); ++icut ) {
3254	>	for ( int icut=0; icut<(int)jzb_bins.size(); ++icut ) {
3255
3256		ostringstream selection;
3257		selection << mcjzb << ">" << jzb_bins[icut];
#	Line 2489 \| Line 3267 \| *void JZBSelEff(string mcjzb, TTree even**
3267		}
3268
3269		heff->GetXaxis()->SetRangeUser(min, max);
3270	+	// heff->GetXaxis()->SetLabelSize(0.05); // paper style. overruled.
3271	+	// heff->GetYaxis()->SetLabelSize(0.05); // paper style. overruled.
3272	+	// heff->GetXaxis()->SetTitleSize(0.06); // paper style. overruled.
3273	+	// heff->GetYaxis()->SetTitleSize(0.06); // paper style. overruled.
3274		heff->SetMarkerStyle(markers[icut]);
3275		heff->Fit("func","Q+","same");
3276
#	Line 2500 \| Line 3282 \| *void JZBSelEff(string mcjzb, TTree even**
3282
3283		// Store plot
3284		TH1F* h = (TH1F*)heff->Clone(hname);
3285	+	h->SetNdivisions(505,"X");
3286		if ( icut) h->Draw("same");
3287		else h->Draw();
3288		char htitle[256]; sprintf(htitle,"JZB > %3.0f GeV", jzb_bins[icut]);
#	Line 2520 \| Line 3303 \| *void JZBSelEff(string mcjzb, TTree even**
3303		// Calls the above function for each signal sample
3304		void plot_jzb_sel_eff(string mcjzb, samplecollection &signalsamples, vector<float> bins )
3305		{
3306	<	for (int isignal=0; isignal<signalsamples.collection.size();isignal++) {
3306	>	for (int isignal=0; isignal<(int)signalsamples.collection.size();isignal++) {
3307		dout << "JZB selection efficiency curve: " << std::endl;
3308		JZBSelEff(mcjzb,(signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].samplename,bins); // Only for some selected samples
3309		}
3310		}
3311	+
3312	+	void qcd_plots(string datajzb, string mcjzb, vector<float> bins) {
3313	+	// What this function aims to do:
3314	+	// Illustrate cut flow for QCD (requiring only one lepton, requiring etc.)
3315	+	// Illustrate how little QCD is left over! i.e. make some pointless JZB plot with only QCD to visualize the fact that there's not much really.
3316	+	TCanvas *can = new TCanvas("can","can");
3317	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
3318	+	kinpad->cd();
3319	+
3320	+	string jzb=mcjzb;
3321	+
3322	+	float hi=400;
3323	+	bool use_signal=false;
3324	+	bool use_data=false;
3325	+
3326	+	bool is_data=false;
3327	+	int nbins=50;//100;
3328	+	float low=0;
3329	+	float high=500;
3330	+	int versok=false;
3331	+	if(gROOT->GetVersionInt()>=53000) versok=true;
3332	+
3333	+	TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
3334	+	TH1F *RcorrJZBeemm = qcdsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3335	+	TH1F *LcorrJZBeemm = qcdsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3336	+	TH1F *RcorrJZBem = qcdsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3337	+	TH1F *LcorrJZBem = qcdsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3338	+	blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
3339	+	blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
3340	+	blankback->GetXaxis()->CenterTitle();
3341	+	blankback->GetYaxis()->CenterTitle();
3342	+
3343	+	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
3344	+	TH1F *RcorrJZBSBem;
3345	+	TH1F *LcorrJZBSBem;
3346	+	TH1F *RcorrJZBSBeemm;
3347	+	TH1F *LcorrJZBSBeemm;
3348	+
3349	+	// TH1F *RcorrJZBeemmNoS;
3350	+
3351	+	//these are for the ratio
3352	+	TH1F *JRcorrJZBeemm = qcdsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3353	+	TH1F *JLcorrJZBeemm = qcdsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3354	+	TH1F *JRcorrJZBem = qcdsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3355	+	TH1F *JLcorrJZBem = qcdsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3356	+
3357	+	TH1F *JRcorrJZBSBem;
3358	+	TH1F *JLcorrJZBSBem;
3359	+	TH1F *JRcorrJZBSBeemm;
3360	+	TH1F *JLcorrJZBSBeemm;
3361	+
3362	+	if(PlottingSetup::RestrictToMassPeak) {
3363	+	RcorrJZBSBem = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3364	+	LcorrJZBSBem = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3365	+	RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3366	+	LcorrJZBSBeemm = qcdsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3367	+
3368	+	//these are for the ratio
3369	+	JRcorrJZBSBem = qcdsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3370	+	JLcorrJZBSBem = qcdsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3371	+	JRcorrJZBSBeemm = qcdsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3372	+	JLcorrJZBSBeemm = qcdsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3373	+
3374	+	}
3375	+
3376	+	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
3377	+
3378	+	TH1F Zjetspred = (TH1F)LcorrJZBeemm->Clone("Zjetspred");
3379	+	TH1F TTbarpred = (TH1F)RcorrJZBem->Clone("TTbarpred");
3380	+
3381	+	TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3382	+	TH1F JBpred = (TH1F)JLcorrJZBeemm->Clone("Bpred");
3383	+	if(PlottingSetup::RestrictToMassPeak) {
3384	+	Bpred->Add(RcorrJZBem,1.0/3.);
3385	+	Bpred->Add(LcorrJZBem,-1.0/3.);
3386	+	Bpred->Add(RcorrJZBSBem,1.0/3.);
3387	+	Bpred->Add(LcorrJZBSBem,-1.0/3.);
3388	+	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3389	+	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3390	+
3391	+	TTbarpred->Scale(1.0/3);
3392	+	Zjetspred->Add(LcorrJZBem,-1.0/3.);
3393	+	Zjetspred->Add(LcorrJZBSBem,-1.0/3.);
3394	+	TTbarpred->Add(RcorrJZBSBem,1.0/3.);
3395	+	Zjetspred->Add(LcorrJZBSBeemm,-1.0/3.);
3396	+	TTbarpred->Add(RcorrJZBSBeemm,1.0/3.);
3397	+
3398	+	//these are for the ratio
3399	+	JBpred->Add(JRcorrJZBem,1.0/3.);
3400	+	JBpred->Add(JLcorrJZBem,-1.0/3.);
3401	+	JBpred->Add(JRcorrJZBSBem,1.0/3.);
3402	+	JBpred->Add(JLcorrJZBSBem,-1.0/3.);
3403	+	JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
3404	+	JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
3405	+	} else {
3406	+	Bpred->Add(RcorrJZBem,1.0);
3407	+	Bpred->Add(LcorrJZBem,-1.0);
3408	+
3409	+	Zjetspred->Add(LcorrJZBem,-1.0);
3410	+
3411	+	//these are for the ratio
3412	+	JBpred->Add(JRcorrJZBem,1.0);
3413	+	JBpred->Add(JLcorrJZBem,-1.0);
3414	+	}
3415	+
3416	+
3417	+	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
3418
3419	+	TLegend *legBpred = make_legend("",0.6,0.55,false);
3420	+	RcorrJZBeemm->Draw("e1x0,same");
3421	+	Bpred->Draw("hist,same");
3422	+	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
3423	+	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
3424	+	legBpred->AddEntry(Bpred,"MC predicted","l");
3425	+	if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
3426	+	if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
3427	+	legBpred->Draw();
3428	+	DrawMCPrelim();
3429	+
3430	+	//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
3431	+	string ytitle("ratio");
3432	+	if ( use_data==1 ) ytitle = "data/pred";
3433	+	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
3434	+
3435	+	TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
3436	+	TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
3437	+	TH1F *osof = qcdsamples.Draw("osof","pfJetGoodNum",1,0,100, "internal code", "events", cutOSOF ,mc, luminosity);
3438	+	TH1F *njossf = qcdsamples.Draw("njossf","pfJetGoodNum",1,0,100, "internal code", "events", cutnJets&&cutOSSF ,mc, luminosity);
3439	+	TH1F *njosof = qcdsamples.Draw("njosof","pfJetGoodNum",1,0,100, "internal code", "events", cutnJets&&cutOSOF ,mc, luminosity);
3440	+
3441	+	dout << "______________________________________________" << endl;
3442	+	dout << "QCD contribution: " << endl;
3443	+	dout << "Total number of events: " << allevents->Integral() << endl;
3444	+	dout << "OSSF events: " << ossf->Integral() << endl;
3445	+	dout << "OSOF events: " << osof->Integral() << endl;
3446	+	dout << "OSSF events with >=3 jets:" << njossf->Integral() << endl;
3447	+	dout << "OSOF events with >=3 jets:" << njosof->Integral() << endl;
3448	+	dout << "(note that no mass requirement has been imposed)" << endl;
3449	+
3450	+	dout << "______________________________________________" << endl;
3451	+	dout << "How QCD shows up in the different regions: " << endl;
3452	+	dout << "OSSF: " << endl;
3453	+	if(PlottingSetup::RestrictToMassPeak) {
3454	+	dout << " Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3455	+	dout << " sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
3456	+	} else {
3457	+	dout << " " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3458	+	}
3459	+	dout << "OSOF: " << endl;
3460	+	if(PlottingSetup::RestrictToMassPeak) {
3461	+	dout << " Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3462	+	dout << " sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
3463	+	} else {
3464	+	dout << " Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3465	+	}
3466	+	dout << "Therefore: " << endl;
3467	+	if(PlottingSetup::RestrictToMassPeak) {
3468	+	dout << " Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
3469	+	dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
3470	+	dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
3471	+	dout << " = " << LcorrJZBeemm->Integral() + (1.0/3)*(RcorrJZBSBeemm->Integral() - LcorrJZBSBeemm->Integral() + RcorrJZBem->Integral() - LcorrJZBem->Integral() + RcorrJZBSBem->Integral() - LcorrJZBSBem->Integral()) << endl;
3472	+	} else {
3473	+	dout << " Prediction increases by : " << LcorrJZBeemm->Integral();
3474	+	dout << " + (" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
3475	+	dout << " = " << LcorrJZBeemm->Integral() + RcorrJZBem->Integral() - LcorrJZBem->Integral() << endl;
3476	+	}
3477	+	dout << " Observation increases by : " << RcorrJZBeemm->Integral() << endl;
3478	+
3479	+	dout << endl;
3480	+	for(int i=0;i<(int)bins.size();i++) {
3481	+	dout << " JZB > " << bins[i] << " : " << endl;
3482	+	dout << " Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
3483	+	if(PlottingSetup::RestrictToMassPeak) {
3484	+	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;
3485	+	} else {
3486	+	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;
3487	+	}
3488	+	}
3489	+
3490	+	delete can;
3491	+	delete allevents;
3492	+	if(ossf) delete ossf;
3493	+	if(RcorrJZBem) delete RcorrJZBem;
3494	+	if(LcorrJZBem) delete LcorrJZBem;
3495	+	if(RcorrJZBeemm) delete RcorrJZBeemm;
3496	+	if(LcorrJZBeemm) delete LcorrJZBeemm;
3497	+	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
3498	+	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
3499	+	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3500	+	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3501	+	}
3502	+
3503	+	void check_ptsanity() {
3504	+	TCanvas *ptsancan = new TCanvas("ptsancan","ptsancan",600,1800);
3505	+	TH1F *individualpt1histos[allsamples.collection.size()];
3506	+	TH1F *individualpt2histos[allsamples.collection.size()];
3507	+	TH1F *fpt1 = new TH1F("fpt1","fpt1",50,0,50);
3508	+	fpt1->GetYaxis()->SetRangeUser(0,1);
3509	+	fpt1->GetXaxis()->SetTitle("p_{T,1}");
3510	+	fpt1->GetXaxis()->CenterTitle();
3511	+
3512	+	TH1F *fpt2 = new TH1F("fpt2","fpt2",50,0,50);
3513	+	fpt2->GetXaxis()->SetTitle("p_{T,2}");
3514	+	fpt2->GetXaxis()->CenterTitle();
3515	+
3516	+	ptsancan->Divide(1,3);
3517	+	ptsancan->cd(1);
3518	+	float maxpt1entry=0;
3519	+	float maxpt2entry=0;
3520	+
3521	+	TLegend *leg = make_legend();
3522	+	leg->SetX1(0.0);
3523	+	leg->SetY1(0.0);
3524	+	leg->SetX2(1.0);
3525	+	leg->SetY2(1.0);
3526	+
3527	+
3528	+	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3529	+	string nowname=(allsamples.collection)[isample].filename;
3530	+	cout << "Drawing: " << nowname << " (sample " << isample+1 << " / " << allsamples.collection.size() << ")" << endl;
3531	+	individualpt1histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt1",50,0,50, "p_{T,1}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
3532	+	individualpt2histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt2",50,0,50, "p_{T,2}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
3533	+	individualpt1histos[isample]->SetLineColor(isample+1);
3534	+	individualpt2histos[isample]->SetLineColor(isample+1);
3535	+	float currmaxpt1entry=individualpt1histos[isample]->GetMaximum()/individualpt1histos[isample]->Integral();
3536	+	float currmaxpt2entry=individualpt2histos[isample]->GetMaximum()/individualpt2histos[isample]->Integral();
3537	+	cout << " pt 1 histo contains; " << individualpt1histos[isample]->Integral() << endl;
3538	+	cout << " pt 2 histo contains; " << individualpt2histos[isample]->Integral() << endl;
3539	+	if(currmaxpt1entry>maxpt1entry)maxpt1entry=currmaxpt1entry;
3540	+	if(currmaxpt2entry>maxpt2entry)maxpt2entry=currmaxpt2entry;
3541	+	leg->AddEntry(individualpt2histos[isample],((allsamples.collection)[isample].filename).c_str(),"f");
3542	+	}
3543	+
3544	+	fpt1->GetYaxis()->SetRangeUser(0,maxpt1entry);
3545	+	fpt2->GetYaxis()->SetRangeUser(0,maxpt2entry);
3546	+
3547	+	ptsancan->cd(1);
3548	+	fpt1->Draw();
3549	+	ptsancan->cd(2);
3550	+	fpt2->Draw();
3551	+
3552	+	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3553	+	ptsancan->cd(1);
3554	+	individualpt1histos[isample]->DrawNormalized("same,histo");
3555	+	ptsancan->cd(2);
3556	+	individualpt2histos[isample]->DrawNormalized("same,histo");
3557	+	}
3558	+	ptsancan->cd(3);
3559	+	leg->Draw();
3560	+	CompleteSave(ptsancan,"PtSanityCheck");
3561	+
3562	+	delete ptsancan;
3563	+	}
3564	+
3565	+	void do_mlls_plot(string mcjzb) {
3566	+	cout << "At this point we'd plot the mll distribution" << endl;
3567	+	TCanvas *sigcan = new TCanvas("sigcan","sigcan");
3568	+	for(int isig=0;isig<(int)(signalsamples.collection).size();isig++) {
3569	+	if(!(signalsamples.collection)[isig].events) continue;
3570	+	string nowname=(signalsamples.collection)[isig].filename;
3571	+	TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets,mc,luminosity,signalsamples.FindSample(nowname));
3572	+	// TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events","",mc,luminosity,signalsamples.FindSample(nowname));
3573	+	mll->SetLineColor(TColor::GetColor("#04B404"));
3574	+	stringstream poscutS;
3575	+	poscutS << "((" << mcjzb <<")>50)";
3576	+	TCut poscut(poscutS.str().c_str());
3577	+	TH1F *mllP = signalsamples.Draw("mllhistoP","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets&&poscut,mc,luminosity,signalsamples.FindSample(nowname));
3578	+	mllP->SetLineColor(TColor::GetColor("#0040FF"));
3579	+	mll->Draw("histo");
3580	+	mllP->Draw("histo,same");
3581	+	TLegend *leg = make_legend();
3582	+	leg->SetY1(0.8);
3583	+	leg->AddEntry(mll,(signalsamples.collection)[isig].samplename.c_str(),"L");
3584	+	leg->AddEntry(mllP,((signalsamples.collection)[isig].samplename+", JZB>50").c_str(),"L");
3585	+	leg->Draw();
3586	+	TLine *lin = new TLine(71.2,0,71.2,mll->GetMaximum());
3587	+	TLine *lin2 = new TLine(111.2,0,111.2,mll->GetMaximum());
3588	+	lin->Draw("same");
3589	+	lin2->Draw("same");
3590	+
3591	+	CompleteSave(sigcan,"MllShape/"+(signalsamples.collection)[isig].samplename);
3592	+	delete mll;
3593	+	delete mllP;
3594	+	}
3595	+	}
3596	+
3597	+	void met_vs_jzb_plots() {
3598	+
3599	+	TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
3600	+	canmetjzb->SetRightMargin(0.16);
3601	+
3602	+	vector<string> findme;
3603	+	findme.push_back("DY");
3604	+	findme.push_back("TTJets");
3605	+	findme.push_back("LM");
3606	+
3607	+	for(int ifind=0;ifind<(int)findme.size();ifind++) {
3608	+	vector<int> selsamples = allsamples.FindSample(findme[ifind]);
3609	+	TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
3610	+	for(int isel=0;isel<(int)selsamples.size();isel++) {
3611	+	cout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3612	+	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF);
3613	+	}
3614	+	metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
3615	+	metvsjzb->SetStats(0);
3616	+	metvsjzb->GetXaxis()->SetTitle("MET (GeV)");
3617	+	metvsjzb->GetYaxis()->SetTitle("JZB (GeV)");
3618	+	metvsjzb->GetXaxis()->CenterTitle();
3619	+	metvsjzb->GetYaxis()->CenterTitle();
3620	+	metvsjzb->Draw("COLZ");
3621	+	TText* title = write_text(0.5,0.95,allsamples.collection[selsamples[0]].samplename);
3622	+	title->SetTextAlign(12);
3623	+	title->Draw();
3624	+	CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
3625	+	}
3626	+	}
3627	+
3628
3629		void test() {
3630
3631		TCanvas *testcanv = new TCanvas("testcanv","testcanv");
3632		testcanv->cd();
3633	<	switch_overunderflow(true);
3633	>	// switch_overunderflow(true);
3634		TH1F *ptdistr = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
3635		switch_overunderflow(false);
3636		ptdistr->Draw();

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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents): Revision 1.2 by buchmann, Thu Feb 9 16:02:21 2012 UTC vs. Revision 1.46 by pablom, Thu Aug 2 16:45:47 2012 UTC

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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.2 by buchmann, Thu Feb 9 16:02:21 2012 UTC vs.
Revision 1.46 by pablom, Thu Aug 2 16:45:47 2012 UTC