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

Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.3 by buchmann, Thu Feb 23 15:15:52 2012 UTC vs.
Revision 1.53 by buchmann, Mon Sep 3 17:02:53 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	+	switch_overunderflow(false);
90	+
91	+	bool DoInvidualeemmPeaks=false;
92	+
93	+	float mcpeak, datapeak;
94	+	float mcpeakerr, datapeakerr;
95	+
96	+	float mceepeak,mcmmpeak;
97	+	float mceepeakerr,mcmmpeakerr;
98	+
99	+	float datammpeak,dataeepeak;
100	+	float datammpeakerr,dataeepeakerr;
101	+
102	+	float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
103	+
104	+	dout << "Finding global peak : " << endl;
105	+	find_one_peak_combination(TCut(""),mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
106	+
107	+	if(DoInvidualeemmPeaks) {
108	+	dout << "Finding peak for electrons : " << endl;
109	+	find_one_peak_combination(TCut("id1==0"),mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
110	+	dout << "Finding peak for muons : " << endl;
111	+	find_one_peak_combination(TCut("id1==1"),mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
112	+
113	+	datajzb << "(" << jzbvariabledata;
114	+	mcjzb << "(" << jzbvariablemc;
115	+
116	+	if(dataeepeak>0) datajzb << "- (id1==id2)(id1==0)" << TMath::Abs(dataeepeak) << " ";
117	+	else datajzb << "+ (id1==id2)(id1==0)" << TMath::Abs(dataeepeak) << " ";
118	+
119	+	if(datammpeak>0) datajzb << "- (id1==id2)(id1==1)" << TMath::Abs(datammpeak) << " ";
120	+	else datajzb << "+ (id1==id2)(id1==1)" << TMath::Abs(datammpeak) << " ";
121	+
122	+	if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
123	+	else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
124	+
125	+	datajzb << ")";
126	+
127	+	if(mceepeak>0) mcjzb << "- (id1==id2)(id1==0)" << TMath::Abs(mceepeak) << " ";
128	+	else mcjzb << "+ (id1==id2)(id1==0)" << TMath::Abs(mceepeak) << " ";
129	+
130	+	if(mcmmpeak>0) mcjzb << "- (id1==id2)(id1==1)" << TMath::Abs(mcmmpeak) << " ";
131	+	else mcjzb << "+ (id1==id2)(id1==1)" << TMath::Abs(mcmmpeak) << " ";
132	+
133	+	if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
134	+	else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
135	+
136	+	mcjzb << ")";
137	+	} else {
138	+	datajzb << "(" << jzbvariabledata;
139	+	mcjzb << "(" << jzbvariablemc;
140	+
141	+	if(datapeak>0) datajzb << "- " << TMath::Abs(datapeak) << " ";
142	+	else datajzb << "+ " << TMath::Abs(datapeak) << " ";
143	+
144	+	datajzb << ")";
145	+
146	+	if(mcpeak>0) mcjzb << "- " << TMath::Abs(mcpeak) << " ";
147	+	else mcjzb << "+ " << TMath::Abs(mcpeak) << " ";
148	+
149	+	mcjzb << ")";
150	+	}
151	+
152	+	switch_overunderflow(true);
153	+
154	+	}
155	+
156	+	void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
157	+	float min=70.0;
158	+	float max=115.0;
159	+	if(!PlottingSetup::RestrictToMassPeak) {
160	+	min=20;
161	+	max=300;
162	+	}
163	+	int nbins=int((max-min)/binWidth);
164	+
165	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
166	+
167	+	stringstream largerzeroS;
168	+	largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
169	+	TCut largerzeroD(largerzeroS.str().c_str());
170	+
171	+	stringstream smallerzeroS;
172	+	smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
173	+	TCut smallerzeroD(smallerzeroS.str().c_str());
174	+
175	+
176	+	stringstream largerzeroMS;
177	+	largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
178	+	TCut largerzeroM(largerzeroMS.str().c_str());
179	+
180	+	TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,data,luminosity);
181	+	THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
182	+	TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,data,luminosity);
183	+	TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,data,luminosity);
184	+	TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,data,luminosity);
185	+
186	+	TH1F *RcorrJZBSBem;
187	+	TH1F *LcorrJZBSBem;
188	+	TH1F *RcorrJZBSBeemm;
189	+	TH1F *LcorrJZBSBeemm;
190	+
191	+	// TH1F *RcorrJZBeemmNoS;
192	+
193	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
194	+	RcorrJZBSBem = allsamples.Draw("RcorrJZBSBem", "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,data, luminosity);
195	+	LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem", "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,data, luminosity);
196	+	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,data, luminosity);
197	+	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,data, luminosity);
198	+	}
199	+
200	+	// Separate predictions
201	+	TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
202	+	TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
203	+	TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
204	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
205	+	OFP->Scale(1.0/3.0);
206	+	OFP->Add(RcorrJZBSBem,1.0/3.);
207	+	OFP->Add(RcorrJZBSBeemm,1.0/3.);
208	+	OFN->Scale(1.0/3.0);
209	+	OFN->Add(LcorrJZBSBem,1.0/3.);
210	+	OFN->Add(LcorrJZBSBeemm,1.0/3.);
211	+	}
212	+
213	+	TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
214	+	Bpred->Add(OFP);
215	+	Bpred->Add(OFN,-1);
216	+	Bpred->SetLineColor(kRed);
217	+
218	+	RcorrJZBeemm->SetTitleOffset(1.3,"y");
219	+	RcorrJZBeemm->Draw();
220	+	mcRcorrJZBeemm.Draw("same");
221	+	Bpred->Draw("histo,same");
222	+	RcorrJZBeemm->Draw("same");
223	+
224	+	TLegend *leg = allsamples.allbglegend();
225	+	leg->SetX1(0.58);
226	+	leg->AddEntry(RcorrJZBeemm,"observed (data)","l");
227	+	leg->AddEntry(Bpred,"predicted (data)","l");
228	+	leg->Draw("same");
229	+
230	+	stringstream saveas;
231	+	saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
232	+	CompleteSave(ckin,saveas.str());
233	+
234	+	// Draw all predictions overlayed
235	+	unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
236	+	SFN->SetLineColor(kGreen+2);
237	+	SFN->SetLineStyle(2);
238	+	SFN->SetLineWidth(w);
239	+	OFP->SetLineColor(kBlue+2);
240	+	OFP->SetLineStyle(2);
241	+	OFP->SetLineWidth(w);
242	+	OFN->SetLineColor(kMagenta+2);
243	+	OFN->SetLineStyle(3);
244	+	OFN->SetLineWidth(w);
245	+
246	+	RcorrJZBeemm->Draw();
247	+	SFN->Draw("histo,same");
248	+	OFP->Draw("histo,same");
249	+	OFN->Draw("histo,same");
250	+	Bpred->Draw("histo,same");
251	+	RcorrJZBeemm->Draw("same");
252	+
253	+	TLegend *leg2 = make_legend("",0.52,0.7);
254	+	leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
255	+	leg2->AddEntry(Bpred,"predicted (data)","l");
256	+	leg2->AddEntry(SFN, " SF JZB<0","l");
257	+	leg2->AddEntry(OFN, " OF JZB<0","l");
258	+	leg2->AddEntry(OFP, " OF JZB>0","l");
259	+	leg2->Draw("same");
260	+
261	+	saveas.str("");
262	+	saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold << "_nomc";
263	+	CompleteSave(ckin,saveas.str());
264	+
265	+	delete RcorrJZBeemm;
266	+	delete LcorrJZBeemm;
267	+	delete RcorrJZBem;
268	+	delete LcorrJZBem;
269	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
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 151 \| Line 359 \| *void draw_ratio_plot(TH1 hdata, THStack**
359		oneline->SetLineWidth(1);
360		oneline->Draw("same");
361		}
362	+	float make_one_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
363	+	string xlabel, string filename, bool plotratio=true, bool loadlastminmax=false, float legendPosition=0.55) {
364	+
365	+	TCut ibasiccut=basiccut;
366	+	bool draw_separation_lines=false;
367	+
368	+	if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
369	+
370	+	TCut cutSF;
371	+	TCut cutOF;
372	+
373	+	cutOF = cutOSOF&&cutnJets&&ibasiccut;
374	+	cutSF = cutOSSF&&cutnJets&&ibasiccut;
375	+
376	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
377	+	ckin->SetLogy(logscale);
378	+	TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
379	+	TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
380	+	string signal("LM3");
381	+	TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
382	+	int idx = signalsamples.FindSample(signal)[0];
383	+	(signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
384	+	signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
385	+	signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
386	+	signalhisto->SetLineStyle(2);
387	+	datahistoSF->SetMarkerSize(DataMarkerSize);
388	+	datahistoOF->SetLineColor(kRed);
389	+
390	+	if ( !logscale ) {
391	+	datahistoSF->SetMinimum(0); // Defaults
392	+	} else {
393	+	datahistoSF->SetMinimum(0.5);
394	+	}
395	+	if (ymax<0) {
396	+	if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
397	+	else datahistoSF->SetMaximum(1.5*datahistoSF->GetMaximum());
398	+	} else {
399	+	datahistoSF->SetMaximum(ymax);
400	+	}
401	+
402	+	float ymaxSet = datahistoSF->GetMaximum();
403	+
404	+	datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
405	+	datahistoSF->GetYaxis()->SetTitle("Events");
406	+	datahistoSF->GetXaxis()->CenterTitle();
407	+	datahistoSF->GetYaxis()->CenterTitle();
408	+
409	+	TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.7,false,legendPosition+0.2);
410	+	mleg->AddEntry(datahistoSF, "Same-flavor", "PL");
411	+	if (datahistoOF->Integral()>0) {
412	+	mleg->AddEntry(datahistoOF, "Opposite-flavor", "L");
413	+	} else {
414	+	mleg->AddEntry((TObject*)0, "", "");
415	+	}
416	+	mleg->AddEntry(signalhisto, "LM3", "L");
417	+
418	+	datahistoSF->Draw("E1");
419	+	if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
420	+	signalhisto->Draw("HIST,SAMES");
421	+	mleg->Draw();
422	+	DrawPrelim();
423	+	CompleteSave(ckin, "SFOF/" + filename);
424	+
425	+	datahistoSF->Delete();
426	+	datahistoOF->Delete();
427	+	signalhisto->Delete();
428	+	delete mleg;
429	+	delete ckin;
430	+
431	+	return ymaxSet;
432	+
433	+	}
434	+
435	+	void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale, string xlabel, string filename,
436	+	bool plotratio=true, bool loadlastminmax=false, float legendPosition=0.55) {
437	+
438	+	string mllcuts[] = { "mll>20","mll>20&&mll<70", "mll>75&&mll<105", "mll>120" };
439	+	string mllcutname[] = { "m_{ll} > 20 GeV", "20 < m_{ll} < 70 GeV", "75 < m_{ll} < 105 GeV", "m_{ll} > 120 GeV" };
440	+	string plotname[] = {"_all","_low","_peak","_high"};
441	+	float ymax;
442	+	for ( int i=0; i<4; ++i ) {
443	+	if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
444	+	if ( i==0 ) {
445	+	ymax = make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, -1, logscale, xlabel,
446	+	filename+plotname[i], plotratio, loadlastminmax, legendPosition );
447	+	} else {
448	+	make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
449	+	filename+plotname[i], plotratio, loadlastminmax, legendPosition );
450	+	}
451	+	make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
452	+	filename+plotname[i]+"_mm", plotratio, loadlastminmax, legendPosition );
453	+	make_one_OFSF_plot(variable, "id1==0&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
454	+	filename+plotname[i]+"_ee", plotratio, loadlastminmax, legendPosition );
455	+	}
456	+
457	+	}
458	+
459
460		float lastrange_min=0;
461		float lastrange_max=0;
#	Line 182 \| Line 487 \| void make_kin_plot(string variable, stri
487		TCut cut;
488		cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
489		if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
490	+	if(filename=="nJets_osof") cut=cutmass&&cutOSOF&&ibasiccut;
491		if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
492		if(filename=="mll") {
493		cut=cutOSSF&&cutnJets&&ibasiccut;
#	Line 193 \| Line 499 \| void make_kin_plot(string variable, stri
499		draw_separation_lines=true;
500		}
501		if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
502	<	if(filename=="mll_aboveJZB100") cut=cutOSSF&&cutnJets&&ibasiccut;
502	>	if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
503	>	if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
504	>	if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
505	>	if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
506		if(filename=="mll_inclusive"\|\|filename=="mll_inclusive_highrange") cut=cutOSSF;
507		if(filename=="mll_inclusive_osof") cut=cutOSOF;
508		if(filename=="mll_inclusive_ee") cut=cutOSSF&&"id1==0";
#	Line 205 \| Line 514 \| void make_kin_plot(string variable, stri
514		ckin->SetLogy(logscale);
515		TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
516		datahisto->SetMarkerSize(DataMarkerSize);
517	<	THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
517	>	if ( !logscale ) datahisto->SetMinimum(0); // Defaults
518	>	else datahisto->SetMinimum(0.5);
519	>	// Custom max.
520	>	if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
521		if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
522		if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
523	<	if(filename=="mll_inclusive") datahisto->SetMinimum(1);
523	>	if(filename=="mll_inclusive"\|\|filename=="mll_inclusive_mm"\|\|filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
524		if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
525		if(filename=="mll_osof") datahisto->SetMinimum(9);
526	+	if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
527	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
528
529	<	datahisto->SetMaximum(5.3*datahisto->GetMaximum());
216	<	datahisto->Draw("e1");
217	<	ckin->Update();
529	>	cout << "******** Cut used : " << (const char*) cut << endl;
530		if(loadlastminmax) {
531		datahisto->SetMinimum(lastrange_min);
532		datahisto->SetMaximum(lastrange_max);
#	Line 224 \| Line 536 \| void make_kin_plot(string variable, stri
536		}
537		}
538
539	+	// Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
540	+	string signal("LM3");
541	+	TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
542	+	int idx = signalsamples.FindSample(signal)[0];
543	+	(signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
544	+	signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
545	+	signalhisto->SetLineColor(kOrange);
546	+
547	+	THStack mcstack = allsamples.DrawStack("mcstack", variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
548	+	datahisto->Draw("e1");
549	+	ckin->Update();
550		mcstack.Draw("same");
551	+
552		datahisto->Draw("same,e1");
553		TLegend *kinleg = allsamples.allbglegend();
554		kinleg->Draw();
#	Line 267 \| Line 591 \| void make_kin_plot(string variable, stri
591		kinpad->SetLogy(logscale);
592		datahisto->Draw("e1");
593		mcstack.Draw("same");
594	+	signalhisto->Draw("same");
595		datahisto->Draw("same,e1");
596		datahisto->Draw("same,axis");
597		if(RestrictToMassPeak&&draw_separation_lines) {
#	Line 274 \| Line 599 \| void make_kin_plot(string variable, stri
599		upperboundary->Draw("same");
600		}
601
602	+	kinleg->AddEntry("signalhisto",signal.c_str(),"l");
603		kinleg->Draw();
604		write_cut->Draw();
605		DrawPrelim();
#	Line 291 \| Line 617 \| void make_kin_plot(string variable, stri
617		delete ckin;
618		}
619
620	<
295	<	void make_JES_plot() {
620	>	void make_JES_plot(TCut cut, string name) {
621
622		int nbins=10;
623		float min=-0.5;
624		float max = 9.5;
625		bool logscale=true;
626		string xlabel="nJets";
302	–	TCut cut=cutmass&&cutOSSF&&basiccut;
627
628		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
629		ckin->SetLogy(logscale);
630	<	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
630	>	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
631		datahisto->SetMarkerSize(DataMarkerSize);
632	<	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
633	<	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
634	<	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
632	>	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
633	>	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
634	>	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
635
636		datahisto->SetMinimum(1);
637		datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
#	Line 332 \| Line 656 \| void make_JES_plot() {
656		TLegend *kinleg = allsamples.allbglegend();
657		kinleg->AddEntry(JESunc,"JES uncertainty","f");
658		kinleg->Draw();
659	<	CompleteSave(ckin,"Systematics/JES");
659	>	CompleteSave(ckin,"Systematics/JES"+name);
660		datahisto->Delete();
661		delete ckin;
662
#	Line 343 \| Line 667 \| void do_kinematic_plots(string mcjzb, st
667		bool dolog=true;
668		bool nolog=false;
669		if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
670	<	float mll_low=40;
670	>	float mll_low=50;
671		float mll_hi=160;
672		if(!PlottingSetup::RestrictToMassPeak) {
673	<	mll_low=30;
674	<	mll_hi=180;
673	>	mll_low=20;
674	>	mll_hi=300;
675		}
676	+	/*
677	+	make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll", false, false);
678	+	make_OFSF_plots("pfJetGoodNum40", "met[4]>100", 7, 3, 10, true, "#(jets)", "njets", false, false);
679	+	make_OFSF_plots("pt1", "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1", false, false);
680	+	make_OFSF_plots("pt2", "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2", false, false);
681	+	make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", false, false, 0.15);
682	+	make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", false, false, 0.15);
683	+	make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", false, false, 0.2);
684	+	make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", false, false, 0.2);
685	+	make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", false, false, 0.2);
686	+	make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(jet1,MET)\|", "dphij1met", false, false, 0.0);
687	+	make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(l1,l2)\|", "dphi", false, false, 0.2);
688	+	make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(l1,MET)\|", "dphiMet1", false, false, 0.2);
689	+	make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(l2,MET)\|", "dphiMet2", false, false, 0.2);
690	+	make_OFSF_plots("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", "met[4]>100", 16, 0, 3.2, false, "Min(\|#Delta#phi(l,MET)\|)", "dphilc", false, false, 0.2);
691	+	make_OFSF_plots("TMath::Min(TMath::Abs(pfJetDphiMet[0]), TMath::Min(TMath::Abs(pfJetDphiMet[1]), TMath::Abs(pfJetDphiMet[2])))", "met[4]>100", 16, 0, 3.2, false, "Min(\|#Delta#phi(jet,MET)\|)", "dphijc", false, false, 0.2);
692	+	make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(dphiMet1)), (TMath::Pi() - TMath::Abs(dphiMet2)))", "met[4]>100", 16, 0, 3.2, false, "Min(#pi - \|#Delta#phi(l,MET)\|)", "dphilco", false, false, 0.2);
693	+	make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(pfJetDphiMet[0])), TMath::Min( (TMath::Pi()-TMath::Abs(pfJetDphiMet[1])), (TMath::Pi() - TMath::Abs(pfJetDphiMet[2]))))", "met[4]>100", 16, 0, 3.2, false, "Min(#Pi - \|#Delta#phi(jet,MET)\|)", "dphijco", false, false, 0.2);
694	+
695	+	make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
696		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
697		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
698		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
699		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
700	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
701	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
702	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
703	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
704	<	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);
700	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
701	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
702	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
703	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
704	>	make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
705		if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
706	+
707	+	make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
708	+	make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"\|#Delta#phi(jet1,MET)\|","dphiJ1MET",doPF,true);
709	+
710	+	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets",doPF);
711	+	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
712	+	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
713	+
714	+	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
715	+	// make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
716	+	// make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
717	+	*/
718	+	make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
719	+	make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
720	+	make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
721	+	make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
722	+	make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
723		stringstream jzbcut;
724		jzbcut << "((is_data&&("<<datajzb<<")>100)\|\|(!is_data&&("<<mcjzb<<")>100))";
725	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
725	>	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
726	>	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB100",doPF,true);
727	>	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);
728	>	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);
729	>	stringstream jzbcut2;
730	>	jzbcut2 << "((is_data&&("<<datajzb<<")>150)\|\|(!is_data&&("<<mcjzb<<")>150))";
731	>	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
732	>	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB150",doPF,true);
733	>	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);
734	>	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);
735	>	stringstream jzbcut3;
736	>	jzbcut3 << "((is_data&&("<<datajzb<<")>50)\|\|(!is_data&&("<<mcjzb<<")>50))";
737	>	make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
738	>	make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB50",doPF,true,true);
739	>	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);
740	>	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);
741	>
742	>	make_kin_plot("mll","met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV] (MET>100GeV)","mll_met100_ll",doPF,true);
743	>	//make_kin_plot("mll","met[4]>150&&id1==0",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ee} [GeV] (MET>150GeV)","mll_met150_ee",doPF,true);
744	>	//make_kin_plot("mll","met[4]>150&&id1==1",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{#mu#mu} [GeV] (MET>150GeV)","mll_met150_mm",doPF,true);
745	>
746	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
747	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
748	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
749	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
750	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
751	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
752	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
753	>
754	>	make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
755	>	make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
756	>
757	>	string regioncut[4] = {"mll>0&&","mll>20&&mll<70&&","mll>70&&mll<110&&","mll>110&&"};
758	>	string regionname[4] = {"global","lowmass","Zregion","highmass"};
759	>	bool StoreRatioPlots=false;
760	>	for(int iregion=0;iregion<4;iregion++) {
761	>	cout << regionname[iregion] << " : " << regioncut[iregion] << endl;
762	>
763	>	//Z properties
764	>	make_kin_plot("pt","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),40,0,200,dolog,"p_{T}^{ee} [GeV] (MET>100GeV)","Z/ZPT_ee_met100_"+regionname[iregion],doPF,StoreRatioPlots);
765	>	make_kin_plot("pt","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),40,0,200,dolog,"p_{T}^{#mu#mu} [GeV] (MET>100GeV)","Z/ZPT_mm_met100_"+regionname[iregion],doPF,StoreRatioPlots);
766	>
767	>	make_kin_plot("phi","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),32,-3.2,3.2,nolog,"#phi^{ee} (MET>100GeV)","Z/ZPhi_ee_met100_"+regionname[iregion],doPF,StoreRatioPlots);
768	>	make_kin_plot("phi","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),32,-3.2,3.2,nolog,"#phi^{#mu#mu} (MET>100GeV)","Z/ZPhi_mm_met100_"+regionname[iregion],doPF,StoreRatioPlots);
769	>
770	>	make_kin_plot("eta","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),30,-3.0,3.0,nolog,"#eta^{ee} (MET>100GeV)","Z/ZEta_ee_met100_"+regionname[iregion],doPF,StoreRatioPlots);
771	>	make_kin_plot("eta","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),30,-3.0,3.0,nolog,"#eta^{#mu#mu} (MET>100GeV)","Z/ZEta_mm_met100_"+regionname[iregion],doPF,StoreRatioPlots);
772	>
773	>	// lepton properties
774	>	make_kin_plot("pt1","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),40,0,200,dolog,"p_{T}^{e1} [GeV] (MET>100GeV)","Lepton/LeadingElectronPt_met100_"+regionname[iregion],doPF,StoreRatioPlots);
775	>	make_kin_plot("pt1","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),40,0,200,dolog,"p_{T}^{#mu1} [GeV] (MET>100GeV)","Lepton/LeadingMuonPt_met100_"+regionname[iregion],doPF,StoreRatioPlots);
776	>	make_kin_plot("pt2","met[4]>100&&id2==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),40,0,200,dolog,"p_{T}^{e2} [GeV] (MET>100GeV)","Lepton/SubLeadingElectronPt_met100_"+regionname[iregion],doPF,StoreRatioPlots);
777	>	make_kin_plot("pt2","met[4]>100&&id2==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),40,0,200,dolog,"p_{T}^{#mu2} [GeV] (MET>100GeV)","Lepton/SubLeadingMuonPt_met100_"+regionname[iregion],doPF,StoreRatioPlots);
778	>
779	>	make_kin_plot("phi1","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),32,-3.2,3.2,nolog,"#phi^{e1} (MET>100GeV)","Lepton/LeadingElectronPhi_met100_"+regionname[iregion],doPF,StoreRatioPlots);
780	>	make_kin_plot("phi1","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),32,-3.2,3.2,nolog,"#phi^{#mu1} (MET>100GeV)","Lepton/LeadingMuonPhi_met100_"+regionname[iregion],doPF,StoreRatioPlots);
781	>	make_kin_plot("phi2","met[4]>100&&id2==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),32,-3.2,3.2,nolog,"#phi^{e2} (MET>100GeV)","Lepton/SubLeadingElectronPhi_met100_"+regionname[iregion],doPF,StoreRatioPlots);
782	>	make_kin_plot("phi2","met[4]>100&&id2==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),32,-3.2,3.2,nolog,"#phi^{#mu2} (MET>100GeV)","Lepton/SubLeadingMuonPhi_met100_"+regionname[iregion],doPF,StoreRatioPlots);
783	>
784	>	make_kin_plot("eta1","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),30,-3.0,3.0,nolog,"#eta^{e1} (MET>100GeV)","Lepton/LeadingElectronEta_met100_"+regionname[iregion],doPF,StoreRatioPlots);
785	>	make_kin_plot("eta1","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),30,-3.0,3.0,nolog,"#eta^{#mu1} (MET>100GeV)","Lepton/LeadingMuonEta_met100_"+regionname[iregion],doPF,StoreRatioPlots);
786	>	make_kin_plot("eta2","met[4]>100&&id2==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),30,-3.0,3.0,nolog,"#eta^{e2} (MET>100GeV)","Lepton/SubLeadingElectronEta_met100_"+regionname[iregion],doPF,StoreRatioPlots);
787	>	make_kin_plot("eta2","met[4]>100&&id2==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),30,-3.0,3.0,nolog,"#eta^{#mu2} (MET>100GeV)","Lepton/SubLeadingMuonEta_met100_"+regionname[iregion],doPF,StoreRatioPlots);
788	>
789	>
790	>	}
791	>
792		}
793
794		void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
795		int nbins, float xmin, float xmax, bool log,
796		float ymin=0, float ymax=0, bool leftJustified=false ) {
797	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
797	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
798
799		TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
800		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__));
801	<	if(var=="numVtx") cutWeight=TCut("1.0");
801	>	//if(var=="numVtx") cutWeight=TCut("1.0");
802		TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
803		TCut jzbMC[] = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
804
805		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
806		int nRegions=4;
807	<	if(!PlottingSetup::RestrictToMassPeak) {
807	>	if(!PlottingSetup::RestrictToMassPeak\|\|!PlottingSetup::UseSidebandsForcJZB) {
808		nRegions=2;
809		}
810
#	Line 404 \| Line 822 \| void make_comp_plot( string var, string
822		TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
823		ccomp->SetLogy(log);
824		TH1F *datahisto = allsamples.Draw("datahisto", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
825	<	TH1F *lm4histo = signalsamples.Draw("lm4histo", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
825	>	TH1F *lm3histo = signalsamples.Draw("lm3histo", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
826		THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb], mc, luminosity);
827		datahisto->SetMarkerSize(DataMarkerSize);
828		if (ymax>ymin) datahisto->SetMaximum(ymax);
829	<	lm4histo->SetLineStyle(2);
829	>	lm3histo->SetLineStyle(2);
830		datahisto->Draw("e1");
831		mcstack.Draw("same");
832		datahisto->Draw("same,e1");
833	<	// lm4histo->Draw("hist,same");
833	>	lm3histo->Draw("hist,same");
834		TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
835		if ( leftJustified ) {
836		Float_t w = kinleg->GetX2()-kinleg->GetX1();
837		kinleg->SetX1(0.2);
838		kinleg->SetX2(0.2+w);
839		}
840	<	// kinleg->AddEntry(lm4histo,"LM4","l");
840	>	kinleg->AddEntry(lm3histo,"LM3","l");
841		kinleg->Draw();
842		TText* write_variable = write_text(0.99,0.01,var);
843		write_variable->SetTextAlign(31);
#	Line 428 \| Line 846 \| void make_comp_plot( string var, string
846		CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
847		delete datahisto;
848		delete ccomp;
849	<	delete lm4histo;
849	>	delete lm3histo;
850		}
851		cutWeight=weightbackup;
852		}
#	Line 438 \| Line 856 \| void region_comparison_plots(string mcjz
856		dout << "Creating comparison plots for signal and control regions" << endl;
857		// Compare a few quantities in the signal region and all 7 control regions
858
859	<	switch_overunderflow(true); // switching overflow/underflow bins on
859	>	// switch_overunderflow(true); // switching overflow/underflow bins on
860
861
862		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
863	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
863	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
864		float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
865		float mll_low=50;float mll_high=170;
866		if(!PlottingSetup::RestrictToMassPeak) {
867	<	mll_high=200;
868	<	mll_low=50;
867	>	mll_high=300;
868	>	mll_low=20;
869		}
870	<	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
870	>	make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
871	>	make_comp_plot("TMath::Abs(pfJetDphiMet[0])","\|#Delta#phi(jet1,MET)\|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
872	>
873	>	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
874		make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
875	<	make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
875	>	make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
876	>	make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
877		make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
878	<	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
878	>	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
879		make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
880		make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
881	+	make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
882	+	make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
883		}
884
885		switch_overunderflow(false); // switching overflow/underflow bins off
#	Line 480 \| Line 904 \| void signal_bg_comparison()
904		float simulatedlumi=luminosity;//in pb please - adjust to your likings
905
906		TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/DY"));
907	<	TH1F *JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM4"));
907	>	TH1F *JZBplotLM4;
908	>	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"));
909	>	else JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM3"));
910		TH1F *JZBplotTtbar = allsamples.Draw("JZBplotTtbar",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("TTJets"));
911
912		JZBplotTtbar->SetLineColor(allsamples.GetColor("TTJet"));
#	Line 504 \| Line 930 \| void signal_bg_comparison()
930		TLegend *signal_bg_comparison_leg2 = make_legend("",0.55,0.75,false);
931		signal_bg_comparison_leg2->AddEntry(JZBplotZJETs,"Z+Jets","f");
932		signal_bg_comparison_leg2->AddEntry(JZBplotTtbar,"t#bar{t}","f");
933	<	signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
933	>	if(PlottingSetup::RestrictToMassPeak) signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
934	>	else signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM3","f");
935		signal_bg_comparison_leg2->Draw();
936		DrawMCPrelim(simulatedlumi);
937		CompleteSave(can,"jzb_bg_vs_signal_distribution");
#	Line 651 \| Line 1078 \| *vector<TF1> do_extended_fit_to_plot(TH1**
1078		// the line above is not necessary anymore as we're now looking at a prediction without Z+Jets, and not multiplied with (1.0/3)
1079		TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
1080		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1081	<	if(PlottingSetup::RestrictToMassPeak) ttbarlogpar->SetParameter(0,1.0/3*ttbarlogpar->GetParameter(0));//correcting for the fact that we didn't multiply with (1.0/3);
1081	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) ttbarlogpar->SetParameter(0,1.0/3*ttbarlogpar->GetParameter(0));//correcting for the fact that we didn't multiply with (1.0/3);
1082
1083
1084		TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
#	Line 746 \| Line 1173 \| if you want to start from scratch (witho
1173		return return_functions;
1174		}
1175
1176	<	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false )
1176	>	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
1177		{
1178	+	// switch_overunderflow(true);
1179		bool is_data=false;
1180		bool use_signal=false;
1181		if(use_data==1) is_data=true;
#	Line 756 \| Line 1184 \| void do_prediction_plot(string jzb, TCan
1184		if(is_data) nbins=50;
1185		float low=0;
1186		float hi=500;
1187	+
1188		TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
1189		TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1190		TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1191		TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1192		TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1193	+
1194		blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
1195		blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
1196		blankback->GetXaxis()->CenterTitle();
#	Line 775 \| Line 1205 \| void do_prediction_plot(string jzb, TCan
1205		TH1F *RcorrJZBeemmNoS;
1206
1207		//these are for the ratio
1208	+
1209		TH1F *JRcorrJZBeemm = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1210		TH1F *JLcorrJZBeemm = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1211		TH1F *JRcorrJZBem = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
#	Line 788 \| Line 1219 \| void do_prediction_plot(string jzb, TCan
1219		if(use_data==2 \|\| overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,false);
1220
1221
1222	<	if(PlottingSetup::RestrictToMassPeak) {
1222	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1223		RcorrJZBSBem = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1224		LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1225		RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1226		LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1227	<
1227	>
1228		//these are for the ratio
1229		JRcorrJZBSBem = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1230		JLcorrJZBSBem = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1231		JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1232		JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
802	–
1233		}
1234
1235		TH1F *lm4RcorrJZBeemm;
1236	<	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"));
1236	>	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"));
1237
1238		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
1239
#	Line 812 \| Line 1242 \| void do_prediction_plot(string jzb, TCan
1242
1243		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
1244		TH1F JBpred = (TH1F)JLcorrJZBeemm->Clone("Bpred");
1245	<	if(PlottingSetup::RestrictToMassPeak) {
1245	>
1246	>	TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
1247	>	ClearHisto(BpredSys);
1248	>
1249	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1250		Bpred->Add(RcorrJZBem,1.0/3.);
1251		Bpred->Add(LcorrJZBem,-1.0/3.);
1252		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 834 \| Line 1268 \| void do_prediction_plot(string jzb, TCan
1268		JBpred->Add(JLcorrJZBSBem,-1.0/3.);
1269		JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
1270		JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
1271	+
1272	+	//Systematics:
1273	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertONPEAK*zjetsestimateuncertONPEAK);
1274	+	AddSquared(BpredSys,JRcorrJZBem,emuncertONPEAKemuncertONPEAK(1.0/9));
1275	+	AddSquared(BpredSys,JLcorrJZBem,emuncertONPEAKemuncertONPEAK(1.0/9));
1276	+	AddSquared(BpredSys,JRcorrJZBSBem,emsidebanduncertONPEAKemsidebanduncertONPEAK(1.0/9));
1277	+	AddSquared(BpredSys,JLcorrJZBSBem,emsidebanduncertONPEAKemsidebanduncertONPEAK(1.0/9));
1278	+	AddSquared(BpredSys,JRcorrJZBSBeemm,eemmsidebanduncertONPEAKeemmsidebanduncertONPEAK(1.0/9));
1279	+	AddSquared(BpredSys,JLcorrJZBSBeemm,eemmsidebanduncertONPEAKeemmsidebanduncertONPEAK(1.0/9));
1280		} else {
1281		Bpred->Add(RcorrJZBem,1.0);
1282		Bpred->Add(LcorrJZBem,-1.0);
#	Line 843 \| Line 1286 \| void do_prediction_plot(string jzb, TCan
1286		//these are for the ratio
1287		JBpred->Add(JRcorrJZBem,1.0);
1288		JBpred->Add(JLcorrJZBem,-1.0);
1289	+
1290	+	//Systematics
1291	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertOFFPEAK*zjetsestimateuncertOFFPEAK);
1292	+	AddSquared(BpredSys,JRcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1293	+	AddSquared(BpredSys,JLcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1294	+
1295		}
1296
1297	<
1297	>	SQRT(BpredSys);
1298	>	BpredSys->Divide(JBpred);
1299	>
1300
1301		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
1302		TH1F Tpred = (TH1F)RcorrJZBem->Clone("Bpred");
1303		Tpred->Add(LcorrJZBem,-1.0);
1304	<	if(PlottingSetup::RestrictToMassPeak) {
1304	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1305		Tpred->Add(RcorrJZBSBem,1.0);
1306		Tpred->Add(LcorrJZBSBem,-1.0);
1307		Tpred->Add(RcorrJZBSBeemm,1.0);
#	Line 890 \| Line 1341 \| void do_prediction_plot(string jzb, TCan
1341		blankback->Draw();
1342		if(use_data==1)
1343		{
1344	+	//Bpred->SetLineWidth(3); //paper style.overruled.
1345	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style.overruled.
1346		analytical_function = do_extended_fit_to_plot(Bpred,Tpred,LcorrJZBeemm,LcorrJZBem,is_data);
1347		kinpad->cd();//necessary because the extended fit function creates its own canvas
1348		RcorrJZBeemm->Draw("e1x0,same");
1349
1350		Bpred->Draw("hist,same");
1351	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1351	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1352		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1353	+	lm4RcorrJZBeemm->Draw("hist,same");
1354		legBpred->AddEntry(RcorrJZBeemm,"observed","p");
1355		legBpred->AddEntry(Bpred,"predicted","l");
1356	<	legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1357	<	legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1358	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1356	>	// legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1357	>	// legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1358	>	legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
1359		legBpred->Draw();
1360		DrawPrelim();
1361
1362		//this plot shows what the prediction is composed of
1363	<	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1364	<	specialcanv->SetLogy(1);
1365	<	Zjetspred->SetFillColor(kYellow);
1366	<	Zjetspred->SetLineColor(kYellow);
1367	<	TTbarpred->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1368	<	TTbarpred->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1363	>	TPad *predcomppad = new TPad("predcomppad","predcomppad",0,0,1,1);
1364	>	float CurrentBpredLineWidth=Bpred->GetLineWidth();
1365	>	Bpred->SetLineWidth(2);
1366	>	predcomppad->cd();
1367	>	predcomppad->SetLogy(1);
1368	>
1369	>	TH1F jzbnegative = (TH1F)LcorrJZBeemm->Clone("jzbnegative");
1370	>	TH1F sidebandsemu = (TH1F)Bpred->Clone("sidebandsemu");
1371	>	sidebandsemu->Add(jzbnegative,-1);
1372	>
1373	>	jzbnegative->SetFillColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
1374	>	jzbnegative->SetLineColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
1375	>	sidebandsemu->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1376	>	sidebandsemu->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1377	>
1378		THStack predcomposition("predcomposition","prediction composition");
1379	<	predcomposition.Add(TTbarpred);
1380	<	predcomposition.Add(Zjetspred);
1379	>	predcomposition.Add(sidebandsemu);
1380	>	predcomposition.Add(jzbnegative);
1381		blankback->Draw();
1382		RcorrJZBeemm->Draw("e1x0,same");
1383		predcomposition.Draw("histo,same");//
1384		Bpred->Draw("hist,same");
1385	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1385	>	// analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1386		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1387	<	legBpred->Draw();
1387	>	// lm4RcorrJZBeemm->SetLineColor(kOrange+1);
1388	>	lm4RcorrJZBeemm->SetLineWidth(2);
1389	>	//lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
1390	>	lm4RcorrJZBeemm->Draw("histo,same");
1391		DrawPrelim();
1392	<	TLegend *specialleg = new TLegend(0.6,0.4,0.89,0.55);
1393	<	specialleg->SetFillColor(kWhite);specialleg->SetLineColor(kWhite);
1394	<	specialleg->AddEntry(Zjetspred,"Z+Jets prediction","f");
1395	<	specialleg->AddEntry(TTbarpred,"t#bar{t} prediction","f");
1396	<	specialleg->Draw("same");
1397	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionComposition");
1398	<
1399	<	THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1392	>	TLegend *speciallegBpred = make_legend("",0.45,0.55);
1393	>	//TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
1394	>	speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
1395	>	speciallegBpred->AddEntry(Bpred,"Total background","l");
1396	>	speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
1397	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1398	>	else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
1399	>	// speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
1400	>	speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1401	>	speciallegBpred->Draw();
1402	>	save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
1403	>
1404	>	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1405	>	specialcanv->SetLogy(1);
1406	>	// THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1407		blankback->Draw();
1408	<	kostack.Draw("same");
1408	>	// kostack.Draw("same");
1409	>	predcomposition.Draw();
1410		Bpred->Draw("hist,same");
1411	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1411	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1412		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1413		legBpred->Draw();
1414		DrawPrelim();
1415	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionCompositioninMC");
1415	>	CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
1416	>	Bpred->SetLineWidth((int)CurrentBpredLineWidth);
1417	>
1418
1419	<	delete specialcanv;
1420	<	delete specialleg;
1419	>	//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;
1420	>
1421	>	delete speciallegBpred;
1422		delete Zjetspred;
1423		delete TTbarpred;
1424
#	Line 949 \| Line 1426 \| void do_prediction_plot(string jzb, TCan
1426		}
1427		if(use_data==0) {
1428		RcorrJZBeemm->Draw("e1x0,same");
1429	+	//Bpred->SetLineWidth(3); // paper style. overruled.
1430		Bpred->Draw("hist,same");
1431		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1432	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
1433	<	legBpred->AddEntry(Bpred,"MC predicted","l");
1432	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1433	>	legBpred->AddEntry(Bpred,"MC predicted","l");
1434		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
1435		if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
1436		if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
#	Line 963 \| Line 1441 \| void do_prediction_plot(string jzb, TCan
1441		}
1442		if(use_data==2) {
1443		RcorrJZBeemm->Draw("e1x0,same");
1444	+	//Bpred->SetLineWidth(3); // paper style. overruled.
1445		Bpred->Draw("hist,same");
1446		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1447	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
1447	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1448		legBpred->AddEntry(Bpred,"MC predicted","l");
1449	<	legBpred2->AddEntry(RcorrJZBeemm,"MC observed","p");
1449	>	legBpred2->AddEntry(RcorrJZBeemm,"MC true","p");
1450		legBpred2->AddEntry(Bpred,"MC predicted","l");
1451		{
1452		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 1457 \| void do_prediction_plot(string jzb, TCan
1457		// CompleteSave(globalcanvas,"Bpred_MCwithS"); // done below in save_with_ratio
1458		}
1459		{
1460	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style. overruled.
1461	+	//RcorrJZBeemmNoS->SetLineWidth(3); //paper style. overruled.
1462	+	//lm4RcorrJZBeemm->SetLineStyle(2); //paper style. overruled.
1463	+	//RcorrJZBeemmNoS->SetLineStyle(3); //paper style. overruled.
1464	+	//lm4RcorrJZBeemm->SetLineColor(kOrange+1); //paper style. overruled.
1465	+
1466		RcorrJZBeemmNoS->SetLineStyle(2);
1467		legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
1468		legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
#	Line 996 \| Line 1481 \| void do_prediction_plot(string jzb, TCan
1481		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
1482		string ytitle("ratio");
1483		if ( use_data==1 ) ytitle = "data/pred";
1484	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1484	>	//save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1485	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
1486
1487
1488		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1489	<	/// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1490	<	if(!PlottingSetup::RestrictToMassPeak) return;
1491	<	TH1F Bpredem = (TH1F)LcorrJZBeemm->Clone("Bpredem");
1492	<	Bpredem->Add(RcorrJZBem);
1493	<	Bpredem->Add(LcorrJZBem,-1);
1494	<	TH1F BpredSBem = (TH1F)LcorrJZBeemm->Clone("BpredSBem");
1495	<	BpredSBem->Add(RcorrJZBSBem);
1496	<	Bpred->Add(LcorrJZBSBem,-1);
1497	<	TH1F BpredSBeemm = (TH1F)LcorrJZBeemm->Clone("BpredSBeemm");
1498	<	BpredSBeemm->Add(RcorrJZBSBeemm);
1499	<	BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1500	<	globalcanvas->cd();
1501	<	globalcanvas->SetLogy(1);
1502	<
1503	<	RcorrJZBeemm->SetMarkerStyle(20);
1504	<	RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1505	<	blankback->Draw();
1506	<	RcorrJZBeemm->Draw("e1x0,same");
1507	<	RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1508	<
1509	<	Bpredem->SetLineColor(kRed+1);
1510	<	Bpredem->SetStats(0);
1511	<	Bpredem->Draw("hist,same");
1512	<
1513	<	BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1514	<	BpredSBem->SetLineStyle(2);
1515	<	BpredSBem->Draw("hist,same");
1516	<
1517	<	BpredSBeemm->SetLineColor(kBlue+1);
1518	<	BpredSBeemm->SetLineStyle(3);
1519	<	BpredSBeemm->Draw("hist,same");
1520	<	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1521	<
1522	<	TLegend *legBpredc = make_legend("",0.6,0.55);
1523	<	if(use_data==1)
1524	<	{
1525	<	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
1526	<	legBpredc->AddEntry(Bpredem,"OFZP","l");
1527	<	legBpredc->AddEntry(BpredSBem,"OFSB","l");
1528	<	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
1529	<	legBpredc->Draw();
1530	<	CompleteSave(globalcanvas,"Bpred_Data_comparison");
1531	<	}
1532	<	if(use_data==0) {
1533	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
1534	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1535	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1536	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1537	<	legBpredc->Draw();
1538	<	CompleteSave(globalcanvas,"Bpred_MC_comparison");
1539	<	}
1540	<	if(use_data==2) {
1541	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
1542	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1543	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1544	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1545	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1546	<	legBpredc->Draw();
1547	<	CompleteSave(globalcanvas,"Bpred_MCwithS_comparison");
1489	>	// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1490	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1491	>	TH1F Bpredem = (TH1F)LcorrJZBeemm->Clone("Bpredem");
1492	>	Bpredem->Add(RcorrJZBem);
1493	>	Bpredem->Add(LcorrJZBem,-1);
1494	>	TH1F BpredSBem = (TH1F)LcorrJZBeemm->Clone("BpredSBem");
1495	>	BpredSBem->Add(RcorrJZBSBem);
1496	>	Bpred->Add(LcorrJZBSBem,-1);
1497	>	TH1F BpredSBeemm = (TH1F)LcorrJZBeemm->Clone("BpredSBeemm");
1498	>	BpredSBeemm->Add(RcorrJZBSBeemm);
1499	>	BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1500	>	globalcanvas->cd();
1501	>	globalcanvas->SetLogy(1);
1502	>
1503	>	RcorrJZBeemm->SetMarkerStyle(20);
1504	>	RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1505	>	blankback->Draw();
1506	>	RcorrJZBeemm->Draw("e1x0,same");
1507	>	RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1508	>
1509	>	Bpredem->SetLineColor(kRed+1);
1510	>	Bpredem->SetStats(0);
1511	>	Bpredem->Draw("hist,same");
1512	>
1513	>	BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1514	>	BpredSBem->SetLineStyle(2);
1515	>	BpredSBem->Draw("hist,same");
1516	>
1517	>	BpredSBeemm->SetLineColor(kBlue+1);
1518	>	BpredSBeemm->SetLineStyle(3);
1519	>	BpredSBeemm->Draw("hist,same");
1520	>	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1521	>
1522	>	TLegend *legBpredc = make_legend("",0.6,0.55);
1523	>	if(use_data==1)
1524	>	{
1525	>	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
1526	>	legBpredc->AddEntry(Bpredem,"OFZP","l");
1527	>	legBpredc->AddEntry(BpredSBem,"OFSB","l");
1528	>	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
1529	>	legBpredc->Draw();
1530	>	CompleteSave(globalcanvas,subdir+"Bpred_Data_comparison");
1531	>	}
1532	>	if(use_data==0) {
1533	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1534	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1535	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1536	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1537	>	legBpredc->Draw();
1538	>	CompleteSave(globalcanvas,subdir+"Bpred_MC_comparison");
1539	>	}
1540	>	if(use_data==2) {
1541	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1542	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1543	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1544	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1545	>	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1546	>	legBpredc->Draw();
1547	>	CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
1548	>	}
1549		}
1550	+
1551	+	TFile *f = new TFile("tester.root","RECREATE");
1552	+	RcorrJZBeemm->Write();
1553	+	Bpred->Write();
1554	+	f->Close();
1555	+
1556		delete RcorrJZBeemm;
1557		delete LcorrJZBeemm;
1558		delete RcorrJZBem;
#	Line 1072 \| Line 1565 \| void do_prediction_plot(string jzb, TCan
1565
1566		delete blankback;
1567
1568	<	if(PlottingSetup::RestrictToMassPeak) {
1568	>	delete BpredSys;
1569	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1570		delete RcorrJZBSBem;
1571		delete LcorrJZBSBem;
1572		delete RcorrJZBSBeemm;
#	Line 1084 \| Line 1578 \| void do_prediction_plot(string jzb, TCan
1578		delete JLcorrJZBSBeemm;
1579		}
1580		if(overlay_signal \|\| use_data==2) delete lm4RcorrJZBeemm;
1581	+	switch_overunderflow(false);
1582		}
1583
1584		void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
1585		TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
1586	<	do_prediction_plot(datajzb,globalcanvas,DataSigma,jzbHigh ,data,overlay_signal);
1587	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mc,overlay_signal);
1588	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mcwithsignal,overlay_signal);
1586	>	do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
1587	>	if ( !PlottingSetup::Approved ) {
1588	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
1589	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
1590	>	} else {
1591	>	write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
1592	>	}
1593		}
1594
1595		void do_ratio_plot(int is_data,vector<float> binning, string jzb, TCanvas *can, float high=-9999) {
#	Line 1108 \| Line 1607 \| void do_ratio_plot(int is_data,vector<fl
1607		TH1F *RcorrJZBSBeemm;
1608		TH1F *LcorrJZBSbeemm;
1609
1610	<	if(PlottingSetup::RestrictToMassPeak) {
1610	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1611		RcorrJZBSBem = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1612		LcorrJZBSBem = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1613		RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
#	Line 1120 \| Line 1619 \| void do_ratio_plot(int is_data,vector<fl
1619
1620		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1621		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
1622	<	if(PlottingSetup::RestrictToMassPeak) {
1622	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1623		Bpred->Add(RcorrJZBem,1.0/3);
1624		Bpred->Add(LcorrJZBem,-1.0/3);
1625		Bpred->Add(RcorrJZBSBem,1.0/3);
#	Line 1427 \| Line 1926 \| void draw_pure_jzb_histo(TCut cut,string
1926		datahisto->Draw("same,e1");
1927
1928		TLegend *leg;
1929	<	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1930	<	else if(!is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1931	<	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1932	<	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1933	<	else {
1934	<	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1935	<	exit(-1);
1936	<	}
1929	>	if (!PlottingSetup::RestrictToMassPeak\|\|!PlottingSetup::UseSidebandsForcJZB) {
1930	>	if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
1931	>	else leg = allsamples.allbglegend("Same flavor",datahisto);
1932	>	} else {
1933	>	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1934	>	else if(!is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1935	>	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1936	>	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1937	>	else {
1938	>	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1939	>	exit(-1);
1940	>	}
1941	>	}
1942		leg->Draw();
1943		string write_cut = decipher_cut(cut,"");
1944		TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
1945		writeline1->SetTextSize(0.035);
1946		writeline1->Draw();
1947	<	save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
1947	>	if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
1948	>	else save_with_ratio(datahisto,mcstack,jzbpad->cd(),savename);
1949		TPad *jzbpad2 = new TPad("jzbpad2","jzbpad2",0,0,1,1);
1950		jzbpad2->cd();
1951		jzbpad2->SetLogy(1);
#	Line 1455 \| Line 1960 \| void draw_pure_jzb_histo(TCut cut,string
1960		writeline1->SetTextSize(0.035);
1961		writeline1->Draw();
1962		DrawPrelim();
1963	<	save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
1963	>	if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
1964	>	else save_with_ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
1965		datahisto->Delete();
1966		mcstack.Delete();
1967		}
#	Line 1463 \| Line 1969 \| void draw_pure_jzb_histo(TCut cut,string
1969		Double_t GausR(Double_t x, Double_t par) {
1970		return gRandom->Gaus(x[0],par[0]);
1971		}
1972	+
1973	+	void produce_stretched_jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
1974	+	TCanvas *dican = new TCanvas("dican","JZB Plots Canvas");
1975	+	float max=jzbHigh ;
1976	+	float min=-120;
1977	+	int nbins=(int)((max-min)/5.0); // we want 5 GeV/bin
1978	+	int coarserbins=int(nbins/2.0);
1979	+	int rebinnedbins=int(nbins/4.0);
1980
1981	+	vector<float>binning;vector<float>coarse_binning;vector<float>coarsest_binning;
1982	+	for(int i=0;i<=nbins;i++)binning.push_back(min+i*(max-min)/((float)nbins));
1983	+	for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
1984	+	for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
1985	+
1986	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP",dican,binning);
1987	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP",dican,binning);
1988	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_SFZP",dican,binning);
1989	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
1990	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
1991	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
1992	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
1993	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
1994	+
1995	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
1996	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
1997	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
1998	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
1999	+
2000	+	delete dican;
2001	+	}
2002	+
2003	+
2004	+	void diboson_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2005	+	vector<int> SamplesToBeModified = allsamples.FindSampleBySampleName("WW/WZ/ZZ");
2006	+
2007	+	if(SamplesToBeModified.size()==0 \|\| SamplesToBeModified[0]==-1) {
2008	+	write_error(__FUNCTION__,"Could not find any diboson samples - aborting diboson plots");
2009	+	return;
2010	+	}
2011	+
2012	+	float stretchfactor = 100.0;
2013	+	vector<string> labels;
2014	+
2015	+
2016	+	dout << "Going to increase the cross section for diboson samples ... " << endl;
2017	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
2018	+	float origxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
2019	+	(allsamples.collection)[SamplesToBeModified[i]].xs=origxs*stretchfactor;
2020	+	dout << " Increased xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].filename << " from " << origxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ")" << endl;
2021	+	labels.push_back((allsamples.collection)[SamplesToBeModified[i]].samplename);
2022	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=any2string(int(stretchfactor))+" x "+(allsamples.collection)[SamplesToBeModified[i]].samplename;
2023	+	dout << " (also renamed it to " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " )" << endl;
2024	+	}
2025	+
2026	+	dout << "Going to produce JZB plots" << endl;
2027	+	produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
2028	+	TCanvas *gloca = new TCanvas("gloca","gloca");
2029	+
2030	+	dout << "Going to produce prediction plots" << endl;
2031	+	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
2032	+	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
2033	+	delete gloca;
2034	+
2035	+	dout << "Going to reset the cross section for diboson samples ... " << endl;
2036	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
2037	+	float Upxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
2038	+	(allsamples.collection)[SamplesToBeModified[i]].xs=(allsamples.collection)[SamplesToBeModified[i]].xs*(1.0/stretchfactor);
2039	+	string Upname=(allsamples.collection)[SamplesToBeModified[i]].samplename;
2040	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=labels[i];
2041	+	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;
2042	+
2043	+	}
2044	+
2045	+	}
2046	+
2047	+
2048	+	void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
2049	+	TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
2050	+	jzbpad->cd();
2051	+	jzbpad->SetLogy(1);
2052	+	string xlabel="JZB [GeV]";
2053	+
2054	+	TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
2055	+	datahisto1->SetLineColor(kRed);
2056	+	datahisto1->SetMarkerColor(kRed);
2057	+	TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
2058	+	datahisto2->SetLineColor(kBlue);
2059	+	datahisto2->SetMarkerColor(kBlue);
2060	+
2061	+	datahisto2->SetMarkerSize(DataMarkerSize);
2062	+	datahisto1->DrawNormalized("e1");
2063	+	datahisto2->DrawNormalized("histo,same");
2064	+	datahisto1->DrawNormalized("same,e1");
2065	+
2066	+	TLegend *leg = make_legend();
2067	+	leg->AddEntry(datahisto1,legentry1.c_str());
2068	+	leg->AddEntry(datahisto2,legentry2.c_str());
2069	+	leg->Draw();
2070	+
2071	+	save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
2072	+
2073	+	datahisto1->Delete();
2074	+	datahisto2->Delete();
2075	+	}
2076	+
2077	+
2078		void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2079		TCanvas *can = new TCanvas("can","JZB Plots Canvas");
2080		float max=jzbHigh ;
#	Line 1477 \| Line 2088 \| void jzb_plots(string mcjzb, string data
2088		for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
2089		for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
2090
2091	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2092	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2093	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2094	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2095	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2096	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2097	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2098	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2099	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2091	>	if ( !PlottingSetup::Approved ) {
2092	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2093	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2094	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2095	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2096	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2097	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2098	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2099	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2100	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2101	>	draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm",can,binning);
2102	>	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);
2103	>	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);
2104	>
2105	>	}
2106
2107		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
2108	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2109	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2110	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2111	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2112	<
2113	<	// draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarsest",can,coarsest_binning);
2114	<	// 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);
2108	>	if ( !PlottingSetup::Approved ) {
2109	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2110	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2111	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2112	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2113	>	}
2114	>	delete can;
2115		}
2116
2117
#	Line 1547 \| Line 2161 \| void compute_MC_yields(string mcjzb,vect
2161		TCanvas *yica = new TCanvas("yica","yield canvas");
2162
2163		int nRegions=4;
2164	<	if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
2164	>	if(!PlottingSetup::RestrictToMassPeak\|\|!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
2165		string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
2166		string posneg[] = {"pos","neg"};
2167		TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
2168
2169	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
2169	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
2170		TCut jzbMC[] = { give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos"), give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg") };
2171		dout << "_________________________________________________________" << endl;
2172		dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
2173	<	for(int isample=0;isample<(allsamples.collection).size();isample++) {
2173	>	for(int isample=0;isample<(int)(allsamples.collection).size();isample++) {
2174		if(!(allsamples.collection)[isample].is_data) dout << (allsamples.collection)[isample].samplename << " & ";
2175		else dout << "Sample & ";
2176		for(int iregion=0;iregion<nRegions;iregion++) {
#	Line 1815 \| Line 2429 \| void draw_ttbar_and_zjets_shape_for_one_
2429
2430		void draw_ttbar_and_zjets_shape(string mcjzb, string datajzb) {
2431		int all_leptons=-1;
1818	–	int electrons_only=0;
1819	–	int mu_only=1;
1820	–	int twojetswith50gev=1;
2432		int threejetswith30gev=0;
2433		/*
2434	+	int twojetswith50gev=1;
2435	+	int electrons_only=0;
2436	+	int mu_only=1;
2437	+
2438		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,twojetswith50gev);
2439		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev);
2440
#	Line 1833 \| Line 2448 \| void draw_ttbar_and_zjets_shape(string m
2448		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
2449		}
2450
2451	<	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
1837	<	//first: colorful plots
2451	>	float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
2452		TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2453		cancorr->SetLogz();
2454		cancorr->SetRightMargin(0.13);
2455	<	flag_this_change(__FUNCTION__,__LINE__,false);//PlottingSetup::RestrictToMassPeak
2456	<	TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)");
2455	>	TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
2456	>
2457	>	if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2458		TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2459	<	(allsamples.collection)[allsamples.FindSample("Data")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotd",zptforresponsepresentation);
2459	>	niceresponseplotd->Sumw2();
2460	>	TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
2461	>	vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2462	>	for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2463	>	if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2464	>	if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2465	>
2466	>	dout << " Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2467	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
2468	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
2469	>	}
2470	>	niceresponseplotd->Add(emuResponse,-1);
2471	>
2472		niceresponseplotd->SetStats(0);
2473		niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2474		niceresponseplotd->GetYaxis()->SetTitle("Response");
#	Line 1849 \| Line 2476 \| void find_correction_factors(string &jzb
2476		niceresponseplotd->GetYaxis()->CenterTitle();
2477		niceresponseplotd->Draw("COLZ");
2478		TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2479	+	profd->Rebin(2);
2480		profd->SetMarkerSize(DataMarkerSize);
2481	<	profd->Fit("pol0","","same,e1",30,400);
2481	>	profd->Fit("pol0","","same,e1",100,400);
2482		DrawPrelim();
2483	<	TText* title = write_text(0.5,0.7,"Data");
2483	>	string stitle="Data";
2484	>	if(!Contains(FindKeyword,"Data")) stitle="MC";
2485	>	TText* title = write_text(0.5,0.7,stitle.c_str());
2486		title->SetTextAlign(12);
2487		title->Draw();
2488		TF1 datapol=(TF1)profd->GetFunction("pol0");
2489	<	float datacorrection=datapol->GetParameter(0);
2490	<	stringstream dataresstring;
2491	<	dataresstring<<"Response: "<<std::setprecision(2)<<100*datacorrection<<" %";
2492	<	TText* restitle = write_text(0.5,0.65,dataresstring.str());
2489	>	float correction=datapol->GetParameter(0);
2490	>	stringstream resstring;
2491	>	resstring<<"Response: "<<std::setprecision(2)<<100*correction<<" %";
2492	>	TText* restitle = write_text(0.5,0.65,resstring.str());
2493		restitle->SetTextAlign(12);
2494		restitle->SetTextSize(0.03);
2495		restitle->Draw();
2496	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_Data");
2497	<
2498	<	TH2F *niceresponseplotm = new TH2F("niceresponseplotm","",100,0,600,100,0,5);
2499	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotm",zptforresponsepresentation);
2500	<	niceresponseplotm->SetStats(0);
2501	<	niceresponseplotm->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2502	<	niceresponseplotm->GetYaxis()->SetTitle("Response");
2503	<	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");
2496	>	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2497	>	delete cancorr;
2498	>	delete niceresponseplotd;
2499	>	delete profd;
2500	>	return correction;
2501	>	}
2502	>
2503	>	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2504
2505	+	dout << "Computing response corrections: " << endl;
2506	+	//Step 1 : Get results
2507	+	float datacorrection=find_one_correction_factor("Data",true,"","Data");
2508	+	float mccorrection=find_one_correction_factor("DY",false,"","MC");
2509	+
2510	+	float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
2511	+	float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
2512	+
2513	+	float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
2514	+	float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
2515	+
2516	+	cout << "Corrections : " << endl;
2517	+	cout << " Data : " << datacorrection << endl;
2518	+	cout << " ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
2519	+	cout << " MC : " << mccorrection << endl;
2520	+	cout << " ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
2521
2522	<	//Step 2: Getting the result
1896	<	// TCut zptcutforresponse("pt>30&&pt<300&&TMath::Abs(91.2-mll)<20&&id1==id2&&(ch1*ch2<0)");
2522	>	//Step 2: Processing the result and making it into something useful :-)
2523		stringstream jzbvardatas;
2524	<	if(datacorrection>1) jzbvardatas<<"(jzb[1]-"<<datacorrection-1<<"*pt)";
2525	<	if(datacorrection<1) jzbvardatas<<"(jzb[1]+"<<1-datacorrection<<"*pt)";
2524	>	jzbvardatas << "(";
2525	>
2526	>	if(dataEEcorrection>=1) jzbvardatas<<"((id1==0&&id1==id2)(jzb[1]-" << dataEEcorrection-1 << "pt))";
2527	>	if(dataEEcorrection<1) jzbvardatas<<"((id1==0&&id1==id2)(jzb[1]+" << 1-dataEEcorrection << "pt))";
2528	>
2529	>	if(dataMMcorrection>=1) jzbvardatas<<"+((id1==1&&id1==id2)(jzb[1]-" << dataMMcorrection-1 << "pt))";
2530	>	if(dataMMcorrection<1) jzbvardatas<<"+((id1==1&&id1==id2)(jzb[1]+" << 1-dataMMcorrection << "pt))";
2531	>
2532	>	float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
2533	>
2534	>	if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)(jzb[1]-" << datacorrection-1 << "pt))";
2535	>	if(datacorrection<1) jzbvardatas<<"+((id1!=id2)(jzb[1]+" << 1-datacorrection << "pt))";
2536	>
2537	>	jzbvardatas << ")";
2538		jzbvardata=jzbvardatas.str();
2539	+
2540		stringstream jzbvarmcs;
2541	<	if(mccorrection>1) jzbvarmcs<<"(jzb[1]-"<<mccorrection-1<<"*pt)";
2542	<	if(mccorrection<1) jzbvarmcs<<"(jzb[1]+"<<1-mccorrection<<"*pt)";
2541	>	jzbvarmcs << "(";
2542	>
2543	>	if(mcEEcorrection>=1) jzbvarmcs<<"((id1==0&&id1==id2)(jzb[1]-" << mcEEcorrection-1 << "pt))";
2544	>	if(mcEEcorrection<1) jzbvarmcs<<"((id1==0&&id1==id2)(jzb[1]+" << 1-mcEEcorrection << "pt))";
2545	>
2546	>	if(mcMMcorrection>=1) jzbvarmcs<<"+((id1==1&&id1==id2)(jzb[1]-" << mcMMcorrection-1 << "pt))";
2547	>	if(mcMMcorrection<1) jzbvarmcs<<"+((id1==1&&id1==id2)(jzb[1]+" << 1-mcMMcorrection << "pt))";
2548	>
2549	>	float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
2550	>
2551	>	if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)(jzb[1]-" << mccorrection-1 << "pt))";
2552	>	if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)(jzb[1]+" << 1-mccorrection << "pt))";
2553	>
2554	>	jzbvarmcs << ")";
2555		jzbvarmc=jzbvarmcs.str();
2556	+
2557		dout << "JZB Z pt correction summary : " << endl;
2558		dout << " Data: The response is " << datacorrection << " --> jzb variable is now : " << jzbvardata << endl;
2559		dout << " MC : The response is " << mccorrection << " --> jzb variable is now : " << jzbvarmc << endl;
2560	+
2561		}
2562
2563		void pick_up_events(string cut) {
#	Line 1912 \| Line 2565 \| void pick_up_events(string cut) {
2565		allsamples.PickUpEvents(cut);
2566		}
2567
2568	<	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError) {
2568	>	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
2569		dout << "Saving configuration template!" << endl;
2570		ofstream configfile;
2571		configfile.open("../DistributedModelCalculations/last_configuration.C");
#	Line 1932 \| Line 2585 \| void save_template(string mcjzb, string
2585		configfile<<"string datajzb=\"datajzb_ERROR\";\n";
2586		configfile<<"string mcjzb=\"mcjzb_ERROR\";\n";
2587		configfile<<"vector<float>jzb_cuts;\n";
2588	+	configfile<<"vector<float>jzb_shape_limit_bins;\n";
2589		configfile<<"float MCPeakError=-999;\n";
2590	+	configfile<<"float DataPeakError=-999;\n";
2591		configfile<<"}\n\n";
2592
2593		configfile<<"void read_config() {\n";
2594		configfile<<"datajzb=\""<<datajzb<<"\";\n";
2595		configfile<<"mcjzb=\""<<mcjzb<<"\";\n\n";
2596	<	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n\n";
2597	<	for(int i=0;i<jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2596	>	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n";
2597	>	configfile<<"DataPeakError="<<DataPeakError<<";\n\n";
2598	>	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";
2599		configfile<<"\n\n";
2600	<	for(int i=0;i<Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2601	<	for(int i=0;i<Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2602	<	for(int i=0;i<Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2600	>	for(int i=0;i<(int)Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2601	>	for(int i=0;i<(int)Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2602	>	for(int i=0;i<(int)Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2603	>	configfile<<"\n\n";
2604	>	for(int i=0;i<(int)flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2605	>	for(int i=0;i<(int)flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2606	>	for(int i=0;i<(int)flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2607	>	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";
2608		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";
2609		configfile<<"\n\n";
2610		configfile<<"luminosity="<<luminosity<<";\n";
2611	+	configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
2612	+	configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
2613
2614		configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
2615
#	Line 1972 \| Line 2632 \| *void draw_all_ttbar_histos(TCanvas can,**
2632		float max=histos[0]->GetMaximum();
2633		if(manualmin>=0) min=manualmin;
2634		else {
2635	<	for(int i=1;i<histos.size();i++) {
2635	>	for(int i=1;i<(int)histos.size();i++) {
2636		float curmin=get_nonzero_minimum(histos[i]);
2637		float curmax=histos[i]->GetMaximum();
2638		if(curmin<min) min=curmin;
#	Line 1983 \| Line 2643 \| *void draw_all_ttbar_histos(TCanvas can,**
2643		histos[0]->Draw(drawoption.c_str());
2644		stringstream drawopt;
2645		drawopt << drawoption << ",same";
2646	<	for(int i=1;i<histos.size();i++) {
2646	>	for(int i=1;i<(int)histos.size();i++) {
2647		histos[i]->Draw(drawopt.str().c_str());
2648		}
2649		}
#	Line 1992 \| Line 2652 \| void ttbar_sidebands_comparison(string m
2652		//in the case of the on peak analysis, we compare the 3 control regions to the real value
2653		//in the case of the OFF peak analysis, we compare our control region to the real value
2654		TCut weightbackup=cutWeight;
1995	–	cutWeight="1.0";
1996	–	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2655
2656	+	bool doPURW=false;
2657	+
2658	+
2659	+	if(!doPURW) {
2660	+	dout << "Not doing PU reweighting for ttbar closure test" << endl;
2661	+	cutWeight="1.0";
2662	+	// Do it without PU re-weighting
2663	+	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2664	+	stringstream resultsNoPU;
2665	+	stringstream noPUdatajzb;
2666	+	stringstream noPUmcjzb;
2667	+
2668	+	stringstream mcjzbnoPU;
2669	+	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2670	+	mcjzb = noPUmcjzb.str();
2671	+	}
2672	+
2673	+
2674	+	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2675
2676	<	TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2676	>	TH1F *TZem = systsamples.Draw("TZem", mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2677		TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2678		TH1F *TSem;
2679		TH1F *nTSem;
2680	<	TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2680	>	TH1F *TZeemm = systsamples.Draw("TZeemm", mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2681		TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2682		TH1F *TSeemm;
2683		TH1F *nTSeemm;
2684
2685	<	if(PlottingSetup::RestrictToMassPeak) {
2686	<	TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2687	<	nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2688	<	TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2685	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2686	>	TSem = systsamples.Draw("TSem", mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2687	>	nTSem = systsamples.Draw("nTSem", "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2688	>	TSeemm = systsamples.Draw("TSeemm", mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2689		nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2690		}
2691
2692		TCanvas *tcan = new TCanvas("tcan","tcan");
2016	–
2693		tcan->SetLogy(1);
2694
2695		TZeemm->SetLineColor(kBlack);
#	Line 2022 \| Line 2698 \| void ttbar_sidebands_comparison(string m
2698		TZem->SetMarkerColor(kRed);
2699
2700
2701	<	if(PlottingSetup::RestrictToMassPeak) {
2701	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2702		TSem->SetLineColor(TColor::GetColor("#00A616"));
2703		TSeemm->SetLineColor(kMagenta+2);
2704		TSem->SetMarkerColor(TColor::GetColor("#00A616"));
#	Line 2032 \| Line 2708 \| void ttbar_sidebands_comparison(string m
2708		}
2709
2710		vector<TH1F*> histos;
2711	+	TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2712	+	TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2713		histos.push_back(TZem);
2714		histos.push_back(TZeemm);
2715	<	if(PlottingSetup::RestrictToMassPeak) {
2715	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2716	>	TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2717	>	TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2718		histos.push_back(TSem);
2719		histos.push_back(TSeemm);
2720		}
2721	<	draw_all_ttbar_histos(tcan,histos,"histo",0.04);
2721	>	draw_all_ttbar_histos(tcan,histos,"histo",1);
2722
2723		TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
2724		leg->AddEntry(TZeemm,"SFZP","l");
2725		leg->AddEntry(TZem,"OFZP","l");
2726	<	if(PlottingSetup::RestrictToMassPeak) {
2726	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2727		leg->AddEntry(TSeemm,"SFSB","l");
2728		leg->AddEntry(TSem,"OFSB","l");
2729		}
2730		leg->Draw("same");
2731		DrawMCPrelim(simulatedlumi);
2732		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison");
2053	–
2733		TH1F TZemcopy = (TH1F)TZem->Clone("TZemcopy");
2734		TH1F TZeemmcopy = (TH1F)TZeemm->Clone("TZeemmcopy");
2735	<	TH1F TSeemmcopy = (TH1F)TSeemm->Clone("TSeemmcopy");
2736	<	TH1F TSemcopy = (TH1F)TSem->Clone("TSemcopy");
2735	>	TH1F *TSeemmcopy;
2736	>	TH1F *TSemcopy;
2737	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2738	>	TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
2739	>	TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
2740	>	}
2741
2742		TZem->Divide(TZeemm);
2743		TZem->SetMarkerStyle(21);
2744	<	if(PlottingSetup::RestrictToMassPeak) {
2744	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2745		TSem->Divide(TZeemm);
2746		TSeemm->Divide(TZeemm);
2747		TSem->SetMarkerStyle(24);
2748		TSeemm->SetMarkerStyle(32);
2749	<	}
2749	>	}
2750
2751		tcan->SetLogy(0);
2752		TZem->GetYaxis()->SetRangeUser(0,2.5);
2753		TZem->GetYaxis()->SetTitle("ratio");
2754		TZem->Draw();
2755	<	if(PlottingSetup::RestrictToMassPeak) {
2755	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2756		TSem->Draw("same");
2757		TSeemm->Draw("same");
2758		}
2759
2760	<	float linepos=0.25;
2761	<	if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
2760	>	float linepos=emuncertONPEAK;
2761	>	if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
2762	>
2763		TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
2764		TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2765		TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
2766
2767	+	/*write_warning(__FUNCTION__,"These two lines are to be removed!");
2768	+	TLine *topalt = new TLine(binning[0],1.0+0.1,binning[binning.size()-1],1.0+0.1);
2769	+	TLine *bottomalt = new TLine(binning[0],1.0-0.1,binning[binning.size()-1],1.0-0.1);
2770	+	topalt->SetLineColor(kRed);topalt->SetLineStyle(3);
2771	+	bottomalt->SetLineColor(kRed);bottomalt->SetLineStyle(3);
2772	+	topalt->Draw("same");bottomalt->Draw("same");*/
2773	+
2774	+
2775		top->SetLineColor(kBlue);top->SetLineStyle(2);
2776		bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
2777		center->SetLineColor(kBlue);
#	Line 2090 \| Line 2782 \| void ttbar_sidebands_comparison(string m
2782
2783		TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
2784		leg2->AddEntry(TZem,"OFZP / SFZP","ple");
2785	<	if(PlottingSetup::RestrictToMassPeak) {
2785	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2786		leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
2787		leg2->AddEntry(TSem,"OFSB / SFZP","ple");
2788		}
#	Line 2103 \| Line 2795 \| void ttbar_sidebands_comparison(string m
2795		DrawMCPrelim(simulatedlumi);
2796		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
2797
2798	+	if (0) { // Turn this off: we don't need this
2799
2800	+	///-------------- second part: only look at the quantity we actually care about!
2801	+	TH1F leftsfzp = (TH1F)nTZeemm->Clone("leftsfzp");
2802	+	TH1F rightsfzp = (TH1F)TZeemmcopy->Clone("rightsfzp");
2803	+	rightsfzp->Add(leftsfzp,-1);
2804	+	TH1F leftofzp = (TH1F)nTZem->Clone("leftofzp");
2805	+	TH1F rightofzp = (TH1F)TZemcopy->Clone("rightofzp");
2806	+	rightofzp->Add(leftofzp,-1);
2807	+	TH1F *leftofsb;
2808	+	TH1F *rightofsb;
2809	+	TH1F *leftsfsb;
2810	+	TH1F *rightsfsb;
2811	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2812	+	leftofsb = (TH1F*)nTSem->Clone("leftofsb");
2813	+	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2814	+	rightofsb->Add(leftofsb,-1);
2815	+	leftsfsb = (TH1F*)nTSeemm->Clone("leftsfsb");
2816	+	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2817	+	rightsfsb->Add(leftsfsb,-1);
2818	+	}
2819
2820	<	///-------------- second part: only look at the quantity we actually care about!
2821	<	TH1F leftsfzp = (TH1F)nTZeemm->Clone("leftsfzp");
2822	<	TH1F rightsfzp = (TH1F)TZeemmcopy->Clone("rightsfzp");
2823	<	rightsfzp->Add(leftsfzp,-1);
2824	<	TH1F leftofzp = (TH1F)nTZem->Clone("leftofzp");
2825	<	TH1F rightofzp = (TH1F)TZemcopy->Clone("rightofzp");
2826	<	rightofzp->Add(leftofzp,-1);
2827	<	TH1F *leftofsb;
2828	<	TH1F *rightofsb;
2829	<	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	<	}
2820	>	tcan->SetLogy(1);
2821	>	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2822	>	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2823	>	rightsfzp->Draw("histo");
2824	>	rightofzp->Draw("histo,same");
2825	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2826	>	rightofsb->Draw("histo,same");
2827	>	rightsfsb->Draw("histo,same");
2828	>	}
2829	>	DrawMCPrelim(simulatedlumi);
2830
2831	<	tcan->SetLogy(1);
2832	<	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2833	<	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2834	<	rightsfzp->Draw("histo");
2835	<	rightofzp->Draw("histo,same");
2836	<	if(PlottingSetup::RestrictToMassPeak) {
2837	<	rightofsb->Draw("histo,same");
2838	<	rightsfsb->Draw("histo,same");
2136	<	}
2137	<	DrawMCPrelim(simulatedlumi);
2831	>	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2832	>	legA->AddEntry(rightsfzp,"SFZP","l");
2833	>	legA->AddEntry(rightofzp,"OFZP","l");
2834	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2835	>	legA->AddEntry(rightofsb,"SFSB","l");
2836	>	legA->AddEntry(rightsfsb,"OFSB","l");
2837	>	}
2838	>	legA->Draw();
2839
2840	<	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2140	<	legA->AddEntry(rightsfzp,"SFZP","l");
2141	<	legA->AddEntry(rightofzp,"OFZP","l");
2142	<	if(PlottingSetup::RestrictToMassPeak) {
2143	<	legA->AddEntry(rightofsb,"SFSB","l");
2144	<	legA->AddEntry(rightsfsb,"OFSB","l");
2145	<	}
2146	<	legA->Draw();
2840	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2841
2842	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2842	>	tcan->SetLogy(0);
2843	>	rightofzp->Divide(rightsfzp);
2844	>	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2845	>	rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2846	>	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2847	>	rightofzp->Draw();
2848	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2849	>	rightofsb->Divide(rightsfzp);
2850	>	rightsfsb->Divide(rightsfzp);
2851	>	rightofsb->Draw("same");
2852	>	rightsfsb->Draw("same");
2853	>	}
2854
2855	<	tcan->SetLogy(0);
2856	<	rightofzp->Divide(rightsfzp);
2857	<	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2858	<	rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
2859	<	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2860	<	rightofzp->Draw();
2861	<	if(PlottingSetup::RestrictToMassPeak) {
2862	<	rightofsb->Divide(rightsfzp);
2863	<	rightsfsb->Divide(rightsfzp);
2864	<	rightofsb->Draw("same");
2865	<	rightsfsb->Draw("same");
2866	<	}
2867	<
2868	<	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2869	<	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2870	<	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2871	<
2872	<	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2873	<	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2874	<	center2->SetLineColor(kBlue);
2875	<
2876	<	top2->Draw("same");
2877	<	center2->Draw("same");
2878	<	bottom2->Draw("same");
2879	<
2880	<	rightofzp->SetMarkerStyle(21);
2881	<	if(PlottingSetup::RestrictToMassPeak) {
2177	<	rightofsb->SetMarkerStyle(24);
2178	<	rightsfsb->SetMarkerStyle(32);
2179	<	}
2180	<
2181	<	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2182	<	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2183	<	if(PlottingSetup::RestrictToMassPeak) {
2184	<	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2185	<	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2186	<	}
2187	<	leg3->AddEntry(bottom,"syst. envelope","l");
2188	<	leg3->SetX1(0.25);leg3->SetX2(0.6);
2189	<	leg3->SetY1(0.65);
2855	>	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2856	>	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2857	>	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2858	>
2859	>	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2860	>	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2861	>	center2->SetLineColor(kBlue);
2862	>
2863	>	top2->Draw("same");
2864	>	center2->Draw("same");
2865	>	bottom2->Draw("same");
2866	>
2867	>	rightofzp->SetMarkerStyle(21);
2868	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2869	>	rightofsb->SetMarkerStyle(24);
2870	>	rightsfsb->SetMarkerStyle(32);
2871	>	}
2872	>
2873	>	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2874	>	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2875	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2876	>	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2877	>	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2878	>	}
2879	>	leg3->AddEntry(bottom,"syst. envelope","l");
2880	>	leg3->SetX1(0.25);leg3->SetX2(0.6);
2881	>	leg3->SetY1(0.65);
2882
2883	<	leg3->Draw("same");
2883	>	leg3->Draw("same");
2884
2885	<	DrawMCPrelim(simulatedlumi);
2886	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2885	>	DrawMCPrelim(simulatedlumi);
2886	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2887	>
2888	>	}
2889
2890		delete TZem;
2891		delete nTZem;
2892		delete TZeemm;
2893		delete nTZeemm;
2894	<	if(PlottingSetup::RestrictToMassPeak) {
2894	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2895		delete TSem;
2896		delete nTSem;
2897		delete TSeemm;
#	Line 2210 \| Line 2904 \| void ttbar_sidebands_comparison(string m
2904
2905		void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
2906		vector<float> nicer_binning;
2907	<	nicer_binning.push_back(-125);
2907	>
2908	>	/* nicer_binning.push_back(-400);
2909	>	nicer_binning.push_back(-250);
2910	>	nicer_binning.push_back(-200);
2911	>	nicer_binning.push_back(-150);
2912	>	nicer_binning.push_back(-100);
2913	>	nicer_binning.push_back(-50);
2914	>	nicer_binning.push_back(-20);
2915	>
2916	>	nicer_binning.push_back(0);
2917	>	nicer_binning.push_back(20);
2918	>	nicer_binning.push_back(50);
2919	>	nicer_binning.push_back(100);
2920	>	nicer_binning.push_back(150);
2921	>	nicer_binning.push_back(200);
2922	>	nicer_binning.push_back(250);
2923	>	nicer_binning.push_back(400);*/
2924	>
2925		nicer_binning.push_back(-100);
2215	–	nicer_binning.push_back(-75);
2926		nicer_binning.push_back(-50);
2927		nicer_binning.push_back(-25);
2928		nicer_binning.push_back(0);
#	Line 2222 \| Line 2932 \| void ttbar_sidebands_comparison(string m
2932		nicer_binning.push_back(100);
2933		nicer_binning.push_back(125);
2934		nicer_binning.push_back(150);
2935	<	nicer_binning.push_back(175);
2935	>	//nicer_binning.push_back(175);
2936		nicer_binning.push_back(200);
2937	<	nicer_binning.push_back(230);
2938	<	nicer_binning.push_back(280);
2937	>	nicer_binning.push_back(250);
2938	>	nicer_binning.push_back(300);
2939		nicer_binning.push_back(400);
2940	+
2941		ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
2942		}
2943
2944
2945	<	void zjets_prediction_comparison() {
2946	<	// Do it without PU re-weighting
2947	<	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2948	<	stringstream resultsNoPU;
2949	<
2950	<	stringstream mcjzbnoPU;
2951	<	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,false);
2952	<	if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
2953	<	else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
2945	>	void zjets_prediction_comparison(string mcjzbWithPUa) {
2946	>	TCanvas *zcan = new TCanvas("zcan","zcan");
2947	>	// zcan->SetLogy(1);
2948	>	TCut weightbackup=cutWeight;
2949	>
2950	>	bool UsePURW=false;
2951	>
2952	>
2953	>	string mcjzb;
2954	>	if(UsePURW) {
2955	>	mcjzb=mcjzbWithPUa;
2956	>	} else {
2957	>	// Do it without PU re-weighting
2958	>	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2959	>	stringstream resultsNoPU;
2960	>	stringstream noPUdatajzb;
2961	>	stringstream noPUmcjzb;
2962	>
2963	>	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
2964	>	dout << "The peak corrected JZB expression for MC without pileup is : " << noPUmcjzb.str() << endl;
2965	>
2966	>	mcjzb = noPUmcjzb.str();
2967	>
2968	>	cutWeight="1.0";
2969	>	}
2970
2971	<	string mcjzb = mcjzbnoPU.str();
2972	<	dout << "The peak corrected JZB expression for MC without pileup is : " << mcjzb << endl;
2971	>
2972	>	vector<float> binning;
2973	>	binning.push_back(0);
2974	>	binning.push_back(10);
2975	>	binning.push_back(20);
2976	>	binning.push_back(40);
2977	>	binning.push_back(60);
2978	>	// binning.push_back(50);
2979	>	// binning.push_back(60);
2980	>	// binning.push_back(70);
2981	>	// binning.push_back(80);
2982	>	// binning.push_back(90);
2983	>	binning.push_back(100);
2984
2247	–	TCut weightbackup=cutWeight;
2248	–	cutWeight="1.0";
2249	–	float sbg_min=0.;
2250	–	float sbg_max=100.;
2251	–	int sbg_nbins=5;
2985		float simulatedlumi = luminosity;//in pb please - adjust to your likings
2986
2987		TCut kPos((mcjzb+">0").c_str());
2988		TCut kNeg((mcjzb+"<0").c_str());
2989		string var( "abs("+mcjzb+")" );
2990	+
2991	+	TCut notTau("abs(genMID1)!=15");
2992	+	TCut ONLYTau("mll>20");
2993	+
2994
2995	<	TCut kcut(cutmass&&cutOSSF&&"pfJetGoodNum>2");
2996	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
2997	<	kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2261	<	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
2262	<	kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2995	>	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2996	>	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2997	>
2998		hJZBpos->SetLineColor(kBlack);
2999		hJZBneg->SetLineColor(kRed);
3000
3001	<	Int_t nbins = 5;
2267	<	Float_t xmax = 100.;
2268	<
2269	<
2270	<	TCanvas *zcan = new TCanvas("zcan","zcan");
2271	<	zcan->SetLogy(1);
2272	<
3001	>	hJZBpos->SetMinimum(1.0);
3002		hJZBpos->Draw("e1");
3003		hJZBneg->Draw("same,hist");
3004		hJZBpos->Draw("same,e1"); // So it's on top...
3005
3006	<	TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
3006	>	TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
3007		leg->AddEntry(hJZBpos,"Observed","pe");
3008		leg->AddEntry(hJZBneg,"Predicted","l");
3009		leg->Draw("same");
3010		DrawMCPrelim(simulatedlumi);
3011	<	CompleteSave(zcan,"Systematics/zjets_prediction");
3011	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
3012
3013		TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
3014		hratio->Divide(hJZBneg);
3015
3016	+	for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
3017	+	cout << "Positive: " << hJZBpos->GetBinContent(i) << " vs Negative : " << hJZBneg->GetBinContent(i) << " (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
3018	+	}
3019	+
3020		zcan->SetLogy(0);
3021	<	hratio->GetYaxis()->SetRangeUser(0,2.5);
3021	>	hratio->GetYaxis()->SetRangeUser(0,2.0);
3022		hratio->GetYaxis()->SetTitle("Observed/Predicted");
3023		hratio->Draw("e1");
3024
3025	<	TLine *top = new TLine(sbg_min,1.25,sbg_max,1.25);
3026	<	TLine *center = new TLine(sbg_min,1.0,sbg_max,1.0);
3027	<	TLine *bottom = new TLine(sbg_min,0.75,sbg_max,0.75);
3025	>	TLine *top = new TLine(binning[0],1.25,binning[binning.size()-1],1.25);
3026	>	TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
3027	>	TLine *bottom = new TLine(binning[0],0.75,binning[binning.size()-1],0.75);
3028
3029
3030		top->SetLineColor(kBlue);top->SetLineStyle(2);
#	Line 2302 \| Line 3035 \| void zjets_prediction_comparison() {
3035		center->Draw("same");
3036		bottom->Draw("same");
3037
3038	<	TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
3038	>	TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3039		leg2->AddEntry(hratio,"obs / pred","pe");
3040		leg2->AddEntry(bottom,"syst. envelope","l");
3041		leg2->Draw("same");
3042		DrawMCPrelim(simulatedlumi);
3043	<	CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
3043	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
3044	>
3045	>	TCut reducedNJets(cutnJets);
3046	>
3047	>	TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3048	>	TH1F *LcorrJZBeemm = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3049	>	TH1F *RcorrJZBem = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3050	>	TH1F *LcorrJZBem = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3051	>
3052	>	TH1F *RcorrJZBSBem;
3053	>	TH1F *LcorrJZBSBem;
3054	>	TH1F *RcorrJZBSBeemm;
3055	>	TH1F *LcorrJZBSBeemm;
3056	>
3057	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3058	>	RcorrJZBSBem = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3059	>	LcorrJZBSBem = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3060	>	RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3061	>	LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3062	>	}
3063	>
3064	>	TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3065	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3066	>	Bpred->Add(RcorrJZBem,1.0/3.);
3067	>	Bpred->Add(LcorrJZBem,-1.0/3.);
3068	>	Bpred->Add(RcorrJZBSBem,1.0/3.);
3069	>	Bpred->Add(LcorrJZBSBem,-1.0/3.);
3070	>	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3071	>	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3072	>	} else {
3073	>	Bpred->Add(RcorrJZBem,1.0);
3074	>	Bpred->Add(LcorrJZBem,-1.0);
3075	>	}
3076	>
3077	>	Bpred->SetLineColor(kRed);
3078	>
3079	>	TAUhJZBpos->SetLineColor(kBlack);
3080	>	Bpred->SetLineColor(kRed);
3081	>
3082	>	TAUhJZBpos->SetMinimum(1.0);
3083	>	TAUhJZBpos->Draw("e1");
3084	>	Bpred->Draw("same,hist");
3085	>	TAUhJZBpos->Draw("same,e1");
3086	>
3087	>	TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
3088	>	TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
3089	>	TAUleg->AddEntry(Bpred,"Predicted","l");
3090	>	TAUleg->Draw("same");
3091	>	DrawMCPrelim(simulatedlumi);
3092	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
3093	>
3094	>	TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
3095	>	TAUhratio->Divide(Bpred);
3096	>
3097	>	for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
3098	>	cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << " vs predicted : " << Bpred->GetBinContent(i) << " (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
3099	>	}
3100	>
3101	>	zcan->SetLogy(0);
3102	>	TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
3103	>	TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
3104	>	TAUhratio->Draw("e1");
3105	>
3106	>	top->Draw("same");
3107	>	center->Draw("same");
3108	>	bottom->Draw("same");
3109	>
3110	>	TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow #tau#tau",0.25,0.75,false);
3111	>	TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
3112	>	TAUleg2->AddEntry(bottom,"syst. envelope","l");
3113	>	TAUleg2->Draw("same");
3114	>	DrawMCPrelim(simulatedlumi);
3115	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
3116	>
3117	>	delete Bpred;
3118	>	delete TAUhJZBpos;
3119	>	delete LcorrJZBeemm;
3120	>	delete RcorrJZBem;
3121	>	delete LcorrJZBem;
3122	>
3123	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3124	>	delete RcorrJZBSBem;
3125	>	delete LcorrJZBSBem;
3126	>	delete RcorrJZBSBeemm;
3127	>	delete LcorrJZBSBeemm;
3128	>	}
3129	>
3130
3131		delete zcan;
3132		cutWeight=weightbackup;
#	Line 2333 \| Line 3152 \| void sideband_assessment(string datajzb,
3152		tout << "\\begin{tabular}{l\|cc}" << endl;
3153		tout << "\\hline" << endl;
3154		tout << "& {\\OFZP} & {\\OFSB} \\\\\\hline" << endl;
3155	<	tout << "\\#(events) & "<<OFSB<<" & "<<OFZP<<"\\\\ \\hline" << endl;
3155	>	tout << "\\#(events) & "<<OFZP<<" & "<<OFSB<<"\\\\ \\hline" << endl;
3156		tout << "\\end{tabular}" << endl;
3157		tout << "\\end{center}" << endl;
3158		tout << "\\end{table}" << endl;
#	Line 2351 \| Line 3170 \| void make_table(samplecollection &coll,
3170
3171		TCanvas *cannie = new TCanvas("cannie","cannie");
3172
3173	<	for(int icut=0;icut<jzb_cuts.size();icut++) {
3173	>	for(int icut=0;icut<(int)jzb_cuts.size();icut++) {
3174		float currcut=jzb_cuts[icut];
3175		int nbins=1;float low=currcut;
3176		vector<int> mysample;
#	Line 2366 \| Line 3185 \| void make_table(samplecollection &coll,
3185		TH1F *RcorrJZBSBeemm;
3186		TH1F *LcorrJZBSBeemm;
3187
3188	<	if(PlottingSetup::RestrictToMassPeak) {
3188	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3189		RcorrJZBSBem = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3190		LcorrJZBSBem = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3191		RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
#	Line 2374 \| Line 3193 \| void make_table(samplecollection &coll,
3193		}
3194
3195		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3196	<	if(PlottingSetup::RestrictToMassPeak) {
3196	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3197		Bpred->Add(RcorrJZBem,1.0/3.);
3198		Bpred->Add(LcorrJZBem,-1.0/3.);
3199		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2410 \| Line 3229 \| void make_table(samplecollection &coll,
3229		//prediction part
3230		if(is_data) cout << "Data prediction & ";
3231		if(subselection!="none") cout << subselection << " prediction &";
3232	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3232	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3233
3234		cout << endl;
3235		//observation part
3236		if(is_data) cout << "Data observation & ";
3237		if(subselection!="none") cout << subselection << " observation &";
3238	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3238	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3239		cout << endl;
3240		cout << "_________________________________________________________________" << endl;
3241		delete cannie;
#	Line 2451 \| Line 3270 \| *void JZBSelEff(string mcjzb, TTree even**
3270		int nbins = sizeof(xbins)/sizeof(float)-1;
3271		int markers[] = { 20, 26, 21, 24, 22, 25, 28 };
3272
3273	<	TH1F* heff = new TH1F("heff", "JZB eff ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3274	<	TH1F* hgen = new TH1F("hgen", "JZB gen ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3275	<	TH1F* hreco = new TH1F("hreco","JZB reco ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3273	>
3274	>	TH1F* heff = new TH1F("heff", "JZB eff ; generator JZB [GeV]; efficiency",nbins,xbins);
3275	>	TH1F* hgen = new TH1F("hgen", "JZB gen ; generator JZB [GeV]; efficiency",nbins,xbins);
3276	>	TH1F* hreco = new TH1F("hreco","JZB reco ; generator JZB [GeV]; efficiency",nbins,xbins);
3277
3278		TCut kgen(genMassCut&&"genZPt>0&&genNjets>2&&abs(genMID)==23"&&cutOSSF);
3279		TCut kreco(cutmass);
#	Line 2469 \| Line 3289 \| *void JZBSelEff(string mcjzb, TTree even**
3289		TCanvas *can = new TCanvas("can","Canvas for JZB Efficiency",600,600);
3290		can->SetGridx(1);
3291		can->SetGridy(1);
3292	+	can->SetLeftMargin(0.16);
3293	+	can->SetRightMargin(0.05);
3294		TLegend *leg = make_legend("",0.6,0.2,false,0.89,0.5);
3295	+	leg->SetBorderSize(1);
3296	+	leg->SetLineColor(kBlack);
3297	+	leg->SetTextFont(62);
3298
3299	<
2475	<
2476	<	for ( int icut=0; icut<jzb_bins.size(); ++icut ) {
3299	>	for ( int icut=0; icut<(int)jzb_bins.size(); ++icut ) {
3300
3301		ostringstream selection;
3302		selection << mcjzb << ">" << jzb_bins[icut];
#	Line 2489 \| Line 3312 \| *void JZBSelEff(string mcjzb, TTree even**
3312		}
3313
3314		heff->GetXaxis()->SetRangeUser(min, max);
3315	+	// heff->GetXaxis()->SetLabelSize(0.05); // paper style. overruled.
3316	+	// heff->GetYaxis()->SetLabelSize(0.05); // paper style. overruled.
3317	+	// heff->GetXaxis()->SetTitleSize(0.06); // paper style. overruled.
3318	+	// heff->GetYaxis()->SetTitleSize(0.06); // paper style. overruled.
3319		heff->SetMarkerStyle(markers[icut]);
3320		heff->Fit("func","Q+","same");
3321
#	Line 2500 \| Line 3327 \| *void JZBSelEff(string mcjzb, TTree even**
3327
3328		// Store plot
3329		TH1F* h = (TH1F*)heff->Clone(hname);
3330	+	h->SetNdivisions(505,"X");
3331		if ( icut) h->Draw("same");
3332		else h->Draw();
3333		char htitle[256]; sprintf(htitle,"JZB > %3.0f GeV", jzb_bins[icut]);
#	Line 2520 \| Line 3348 \| *void JZBSelEff(string mcjzb, TTree even**
3348		// Calls the above function for each signal sample
3349		void plot_jzb_sel_eff(string mcjzb, samplecollection &signalsamples, vector<float> bins )
3350		{
3351	<	for (int isignal=0; isignal<signalsamples.collection.size();isignal++) {
3351	>	for (int isignal=0; isignal<(int)signalsamples.collection.size();isignal++) {
3352		dout << "JZB selection efficiency curve: " << std::endl;
3353		JZBSelEff(mcjzb,(signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].samplename,bins); // Only for some selected samples
3354		}
#	Line 2563 \| Line 3391 \| void qcd_plots(string datajzb, string mc
3391		TH1F *RcorrJZBSBeemm;
3392		TH1F *LcorrJZBSBeemm;
3393
3394	<	TH1F *RcorrJZBeemmNoS;
3394	>	// TH1F *RcorrJZBeemmNoS;
3395
3396		//these are for the ratio
3397		TH1F *JRcorrJZBeemm = qcdsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 2576 \| Line 3404 \| void qcd_plots(string datajzb, string mc
3404		TH1F *JRcorrJZBSBeemm;
3405		TH1F *JLcorrJZBSBeemm;
3406
3407	<	if(PlottingSetup::RestrictToMassPeak) {
3407	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3408		RcorrJZBSBem = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3409		LcorrJZBSBem = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3410		RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 2597 \| Line 3425 \| void qcd_plots(string datajzb, string mc
3425
3426		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3427		TH1F JBpred = (TH1F)JLcorrJZBeemm->Clone("Bpred");
3428	<	if(PlottingSetup::RestrictToMassPeak) {
3428	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3429		Bpred->Add(RcorrJZBem,1.0/3.);
3430		Bpred->Add(LcorrJZBem,-1.0/3.);
3431		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2647 \| Line 3475 \| void qcd_plots(string datajzb, string mc
3475		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
3476		string ytitle("ratio");
3477		if ( use_data==1 ) ytitle = "data/pred";
3478	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,use_data!=1,ytitle);
3478	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
3479
3480		TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
3481		TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
#	Line 2667 \| Line 3495 \| void qcd_plots(string datajzb, string mc
3495		dout << "______________________________________________" << endl;
3496		dout << "How QCD shows up in the different regions: " << endl;
3497		dout << "OSSF: " << endl;
3498	<	if(PlottingSetup::RestrictToMassPeak) {
3498	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3499		dout << " Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3500		dout << " sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
3501		} else {
3502		dout << " " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3503		}
3504		dout << "OSOF: " << endl;
3505	<	if(PlottingSetup::RestrictToMassPeak) {
3505	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3506		dout << " Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3507		dout << " sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
3508		} else {
3509		dout << " Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3510		}
3511		dout << "Therefore: " << endl;
3512	<	if(PlottingSetup::RestrictToMassPeak) {
3512	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3513		dout << " Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
3514		dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
3515		dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
#	Line 2694 \| Line 3522 \| void qcd_plots(string datajzb, string mc
3522		dout << " Observation increases by : " << RcorrJZBeemm->Integral() << endl;
3523
3524		dout << endl;
3525	<	for(int i=0;i<bins.size();i++) {
3525	>	for(int i=0;i<(int)bins.size();i++) {
3526		dout << " JZB > " << bins[i] << " : " << endl;
3527		dout << " Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
3528	<	if(PlottingSetup::RestrictToMassPeak) {
3528	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3529		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;
3530		} else {
3531		dout << " Prediction increases by : " << LcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
#	Line 2711 \| Line 3539 \| void qcd_plots(string datajzb, string mc
3539		if(LcorrJZBem) delete LcorrJZBem;
3540		if(RcorrJZBeemm) delete RcorrJZBeemm;
3541		if(LcorrJZBeemm) delete LcorrJZBeemm;
3542	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
3543	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
3544	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3545	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3542	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
3543	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
3544	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3545	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3546	>	}
3547	>
3548	>	void check_ptsanity() {
3549	>	TCanvas *ptsancan = new TCanvas("ptsancan","ptsancan",600,1800);
3550	>	TH1F *individualpt1histos[allsamples.collection.size()];
3551	>	TH1F *individualpt2histos[allsamples.collection.size()];
3552	>	TH1F *fpt1 = new TH1F("fpt1","fpt1",50,0,50);
3553	>	fpt1->GetYaxis()->SetRangeUser(0,1);
3554	>	fpt1->GetXaxis()->SetTitle("p_{T,1}");
3555	>	fpt1->GetXaxis()->CenterTitle();
3556	>
3557	>	TH1F *fpt2 = new TH1F("fpt2","fpt2",50,0,50);
3558	>	fpt2->GetXaxis()->SetTitle("p_{T,2}");
3559	>	fpt2->GetXaxis()->CenterTitle();
3560	>
3561	>	ptsancan->Divide(1,3);
3562	>	ptsancan->cd(1);
3563	>	float maxpt1entry=0;
3564	>	float maxpt2entry=0;
3565	>
3566	>	TLegend *leg = make_legend();
3567	>	leg->SetX1(0.0);
3568	>	leg->SetY1(0.0);
3569	>	leg->SetX2(1.0);
3570	>	leg->SetY2(1.0);
3571	>
3572	>
3573	>	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3574	>	string nowname=(allsamples.collection)[isample].filename;
3575	>	cout << "Drawing: " << nowname << " (sample " << isample+1 << " / " << allsamples.collection.size() << ")" << endl;
3576	>	individualpt1histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt1",50,0,50, "p_{T,1}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
3577	>	individualpt2histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt2",50,0,50, "p_{T,2}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
3578	>	individualpt1histos[isample]->SetLineColor(isample+1);
3579	>	individualpt2histos[isample]->SetLineColor(isample+1);
3580	>	float currmaxpt1entry=individualpt1histos[isample]->GetMaximum()/individualpt1histos[isample]->Integral();
3581	>	float currmaxpt2entry=individualpt2histos[isample]->GetMaximum()/individualpt2histos[isample]->Integral();
3582	>	cout << " pt 1 histo contains; " << individualpt1histos[isample]->Integral() << endl;
3583	>	cout << " pt 2 histo contains; " << individualpt2histos[isample]->Integral() << endl;
3584	>	if(currmaxpt1entry>maxpt1entry)maxpt1entry=currmaxpt1entry;
3585	>	if(currmaxpt2entry>maxpt2entry)maxpt2entry=currmaxpt2entry;
3586	>	leg->AddEntry(individualpt2histos[isample],((allsamples.collection)[isample].filename).c_str(),"f");
3587	>	}
3588	>
3589	>	fpt1->GetYaxis()->SetRangeUser(0,maxpt1entry);
3590	>	fpt2->GetYaxis()->SetRangeUser(0,maxpt2entry);
3591	>
3592	>	ptsancan->cd(1);
3593	>	fpt1->Draw();
3594	>	ptsancan->cd(2);
3595	>	fpt2->Draw();
3596	>
3597	>	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3598	>	ptsancan->cd(1);
3599	>	individualpt1histos[isample]->DrawNormalized("same,histo");
3600	>	ptsancan->cd(2);
3601	>	individualpt2histos[isample]->DrawNormalized("same,histo");
3602	>	}
3603	>	ptsancan->cd(3);
3604	>	leg->Draw();
3605	>	CompleteSave(ptsancan,"PtSanityCheck");
3606	>
3607	>	delete ptsancan;
3608	>	}
3609	>
3610	>	void do_mlls_plot(string mcjzb) {
3611	>	cout << "At this point we'd plot the mll distribution" << endl;
3612	>	TCanvas *sigcan = new TCanvas("sigcan","sigcan");
3613	>	for(int isig=0;isig<(int)(signalsamples.collection).size();isig++) {
3614	>	if(!(signalsamples.collection)[isig].events) continue;
3615	>	string nowname=(signalsamples.collection)[isig].filename;
3616	>	TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets,mc,luminosity,signalsamples.FindSample(nowname));
3617	>	// TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events","",mc,luminosity,signalsamples.FindSample(nowname));
3618	>	mll->SetLineColor(TColor::GetColor("#04B404"));
3619	>	stringstream poscutS;
3620	>	poscutS << "((" << mcjzb <<")>50)";
3621	>	TCut poscut(poscutS.str().c_str());
3622	>	TH1F *mllP = signalsamples.Draw("mllhistoP","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets&&poscut,mc,luminosity,signalsamples.FindSample(nowname));
3623	>	mllP->SetLineColor(TColor::GetColor("#0040FF"));
3624	>	mll->Draw("histo");
3625	>	mllP->Draw("histo,same");
3626	>	TLegend *leg = make_legend();
3627	>	leg->SetY1(0.8);
3628	>	leg->AddEntry(mll,(signalsamples.collection)[isig].samplename.c_str(),"L");
3629	>	leg->AddEntry(mllP,((signalsamples.collection)[isig].samplename+", JZB>50").c_str(),"L");
3630	>	leg->Draw();
3631	>	TLine *lin = new TLine(71.2,0,71.2,mll->GetMaximum());
3632	>	TLine *lin2 = new TLine(111.2,0,111.2,mll->GetMaximum());
3633	>	lin->Draw("same");
3634	>	lin2->Draw("same");
3635	>
3636	>	CompleteSave(sigcan,"MllShape/"+(signalsamples.collection)[isig].samplename);
3637	>	delete mll;
3638	>	delete mllP;
3639	>	}
3640		}
3641
3642	+	void met_vs_jzb_plots(string datajzb, string mcjzb) {
3643	+
3644	+	TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
3645	+	canmetjzb->SetRightMargin(0.16);
3646	+
3647	+	vector<string> findme;
3648	+	findme.push_back("DY");
3649	+	findme.push_back("TTJets");
3650	+	findme.push_back("LM");
3651	+	/*
3652	+	for(int ifind=0;ifind<(int)findme.size();ifind++) {
3653	+	vector<int> selsamples = allsamples.FindSample(findme[ifind]);
3654	+	TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
3655	+	for(int isel=0;isel<(int)selsamples.size();isel++) {
3656	+	dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3657	+	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
3658	+	}
3659	+	metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
3660	+	metvsjzb->SetStats(0);
3661	+	metvsjzb->GetXaxis()->SetTitle("MET (GeV)");
3662	+	metvsjzb->GetYaxis()->SetTitle("JZB (GeV)");
3663	+	metvsjzb->GetXaxis()->CenterTitle();
3664	+	metvsjzb->GetYaxis()->CenterTitle();
3665	+	metvsjzb->Draw("COLZ");
3666	+	TText* title = write_text(0.5,0.95,allsamples.collection[selsamples[0]].samplename);
3667	+	title->SetTextAlign(12);
3668	+	title->Draw();
3669	+	CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
3670	+	}
3671	+	*/
3672	+
3673	+	dout << "About to produce MET plot for DY split up by JZB" << endl;
3674	+
3675	+	int nbins=14;
3676	+	float low=0;
3677	+	float high=140;
3678	+
3679	+	stringstream sLEFT;
3680	+	sLEFT << "((" << mcjzb << ")<0)";
3681	+	TCut LEFT(sLEFT.str().c_str());
3682	+	stringstream sRIGHT;
3683	+	sRIGHT << "((" << mcjzb << ")>0)";
3684	+	TCut RIGHT(sRIGHT.str().c_str());
3685	+
3686	+	TH1F *metleft = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3687	+	TH1F *metleftO = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3688	+	TH1F *metright = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3689	+	TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3690	+
3691	+
3692	+	TH1F Bpred = (TH1F)metleft->Clone("Bpred");
3693	+	Bpred->Add(metleftO,-1);
3694	+	Bpred->Add(metrightO);
3695	+	TH1F obs = (TH1F)metright->Clone("obs");
3696	+
3697	+	metleft->Add(metleftO,-1);
3698	+	metright->Add(metrightO,-1);
3699	+
3700	+	metleft->SetLineColor(kRed);
3701	+	metright->SetLineColor(kBlack);
3702	+	TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
3703	+	metpad->cd();
3704	+	metpad->SetLogy(1);
3705	+	metleft->Draw("histo");
3706	+	metright->Draw("same");
3707	+	TLegend *lg = make_legend();
3708	+	lg->SetX1(0.5);
3709	+	lg->SetY1(0.7);
3710	+	lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
3711	+	lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
3712	+	lg->SetHeader("DY");
3713	+
3714	+	lg->Draw();
3715	+	save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
3716	+
3717	+	TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
3718	+	metpad3->cd();
3719	+	metpad3->SetLogy(1);
3720	+	Bpred->SetLineColor(kRed);
3721	+	Bpred->Draw("histo");
3722	+	obs->SetLineColor(kBlack);
3723	+	obs->Draw("same");
3724	+	TLegend *lg2 = make_legend();
3725	+	lg2->SetX1(0.5);
3726	+	lg2->SetY1(0.7);
3727	+	lg2->AddEntry(obs,"observed","P");
3728	+	lg2->AddEntry(Bpred,"predicted","L");
3729	+	lg2->SetHeader("DY");
3730	+
3731	+	lg2->Draw();
3732	+
3733	+	save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
3734	+
3735	+	TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
3736	+	metpad2->cd();
3737	+	metpad2->SetLogy(1);
3738	+
3739	+	TH1F *metlefta = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3740	+	TH1F *metleftOa = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3741	+	TH1F *metrighta = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3742	+	TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3743	+
3744	+	metlefta->Add(metleftOa,-1);
3745	+	metrighta->Add(metrightOa,-1);
3746	+
3747	+	metlefta->SetLineColor(kRed);
3748	+	metpad2->cd();
3749	+	metlefta->Draw("histo");
3750	+	metrighta->Draw("same");
3751	+	lg->Draw();
3752	+	save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
3753	+
3754	+	delete Bpred;
3755	+	delete obs;
3756	+
3757	+	float newhigh=300;
3758	+	int newNBins=30;
3759	+
3760	+	TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
3761	+	TH1F *Ametleft = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
3762	+	TH1F *AmetleftO = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
3763	+	TH1F *Ametright = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
3764	+	TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
3765	+
3766	+	TH1F aBpred = (TH1F)Ametleft->Clone("aBpred");
3767	+	aBpred->Add(AmetleftO,-1);
3768	+	aBpred->Add(AmetrightO);
3769	+	aBpred->SetLineColor(kRed);
3770	+
3771	+	TH1F aobs = (TH1F)Ametright->Clone("aobs");
3772	+	metpad4->cd();
3773	+	metpad4->SetLogy(1);
3774	+	aobs->Draw();
3775	+	aBpred->Draw("histo,same");
3776	+	aobs->Draw("same");
3777	+	lg->SetHeader("All MC");
3778	+	lg->Draw();
3779	+	save_with_ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
3780	+
3781	+
3782	+	delete lg;
3783	+	delete canmetjzb;
3784	+	delete metleft;
3785	+	delete metleftO;
3786	+	delete metright;
3787	+	delete metrightO;
3788	+	}
3789	+
3790	+
3791		void test() {
3792
3793		TCanvas *testcanv = new TCanvas("testcanv","testcanv");
3794		testcanv->cd();
3795	<	switch_overunderflow(true);
3795	>	// switch_overunderflow(true);
3796		TH1F *ptdistr = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
3797		switch_overunderflow(false);
3798		ptdistr->Draw();

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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents): Revision 1.3 by buchmann, Thu Feb 23 15:15:52 2012 UTC vs. Revision 1.53 by buchmann, Mon Sep 3 17:02:53 2012 UTC

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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.3 by buchmann, Thu Feb 23 15:15:52 2012 UTC vs.
Revision 1.53 by buchmann, Mon Sep 3 17:02:53 2012 UTC