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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.6 by buchmann, Tue Mar 13 17:57:36 2012 UTC vs.
Revision 1.80 by buchmann, Thu Jan 24 08:16:17 2013 UTC

#	Line 28 | Line 28 | void todo() {
28		dout << "Info : The pt requirement is currently set to " << (const char*) passtrig << endl;
29		dout << "Info : The mll requirement is currently set to " << (const char*) cutmass << endl;
30		dout << "Info : The lepton requirement is currently set to " << (const char*) leptoncut << endl;
31	+	dout << "Info : The weight applied to all MC is " << (const char*) cutWeight << endl;
32		}
33
34	<	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &DataSigma, stringstream &result, bool doPUreweighting = true )
34	>
35	>
36	>	void find_one_peak_combination(TCut specialcut, bool SwitchOffNJetsCut, float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &MCSigmaError, float &DataSigma, float& DataSigmaError, stringstream &result, bool doPUreweighting = true, string saveas="")
37		{
38		// Temporarily switch off PU reweighting, if asked
39		TCut weightbackup=cutWeight;
40		if ( !doPUreweighting ) cutWeight="1.0";
41	<
41	>
42	>	int nbins=100;
43	>	if(PlottingSetup::DoBTag) nbins=25;
44	>
45	>	TCut nJetsCut(cutnJets);
46	>	if(SwitchOffNJetsCut) nJetsCut=specialcut;
47	>
48		TCanvas *tempcan = new TCanvas("tempcan","Temporary canvas for peak finding preparations");
49	<	TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,mc, luminosity);
50	<	TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
51	<	TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,mc, luminosity);
52	<	TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
49	>	TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,mc, luminosity);
50	>	TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,data, luminosity);
51	>	TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,mc, luminosity);
52	>	TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,data, luminosity);
53		TH1F *rawttbarjzbeemmMC;
54
55		if(method==doKM) {
56		//we only need this histo for the KM fitting...
57	<	rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,100, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("TTJet"));
58	<	MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
59	<	DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
57	>	rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&nJetsCut&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
58	>	MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
59	>	DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
60	>	delete rawttbarjzbeemmMC;
61		}
62		else {
63		TH1F *reducedMC = (TH1F*)rawJZBeemmMC->Clone();
#	Line 55 | Line 65 | void find_peaks(float &MCPeak,float &MCP
65		reducedMC->Add(rawJZBemMC,-1);
66		reducedData->Add(rawJZBemData,-1);
67		//this is Kostas' way of doing it - we subtract em to get rid of some of the ttbar contribution (in reality, of flavor-symmetric contribution)
68	<	MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
69	<	DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
70	<
68	>	MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
69	>	DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
70	>	delete reducedMC;
71	>	delete reducedData;
72		}
73
74		// Revert to original PU reweighting
#	Line 65 | Line 76 | void find_peaks(float &MCPeak,float &MCP
76
77		//  MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
78		//  DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
79	<	dout << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
80	<	result << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
81	<	dout << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
82	<	result << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
79	>	dout   << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
80	>	result << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
81	>	dout   << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
82	>	result << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
83	>	delete rawJZBeemmData;
84	>	delete rawJZBeemmMC;
85	>	delete rawJZBemData;
86	>	delete rawJZBemMC;
87		delete tempcan;
88		}
89
90	+	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb, string sSpecialCut="", bool SwitchOffNJetsCut=false)
91	+	{
92	+	bool overunderflowstatus=addoverunderflowbins;
93	+	switch_overunderflow(false);
94	+
95	+	TCut SpecialCut("mll>=0");
96	+	if(sSpecialCut!="") SpecialCut=TCut(sSpecialCut.c_str());
97	+
98	+	bool DoInvidualeemmPeaks=false;
99	+
100	+	float mcpeak, datapeak;
101	+	float mcpeakerr, datapeakerr;
102	+
103	+	float mceepeak,mcmmpeak;
104	+	float mceepeakerr,mcmmpeakerr;
105	+
106	+	float datammpeak,dataeepeak;
107	+	float datammpeakerr,dataeepeakerr;
108	+
109	+	float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
110	+
111	+	dout << "Finding global peak : " << endl;
112	+	find_one_peak_combination(SpecialCut,SwitchOffNJetsCut,mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
113	+
114	+	if(DoInvidualeemmPeaks) {
115	+	dout << "Finding peak for electrons : " << endl;
116	+	find_one_peak_combination(SpecialCut&&TCut("id1==0"),SwitchOffNJetsCut,mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
117	+	dout << "Finding peak for muons : " << endl;
118	+	find_one_peak_combination(SpecialCut&&TCut("id1==1"),SwitchOffNJetsCut,mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
119	+
120	+	datajzb << "(" << jzbvariabledata;
121	+	mcjzb << "(" << jzbvariablemc;
122	+
123	+	if(dataeepeak>0) datajzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
124	+	else datajzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
125	+
126	+	if(datammpeak>0) datajzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
127	+	else datajzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
128	+
129	+	if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
130	+	else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
131	+
132	+	datajzb << ")";
133	+
134	+	if(mceepeak>0) mcjzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
135	+	else mcjzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
136	+
137	+	if(mcmmpeak>0) mcjzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
138	+	else mcjzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
139	+
140	+	if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
141	+	else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
142	+
143	+	mcjzb << ")";
144	+
145	+	} else {
146	+	datajzb << "(" << jzbvariabledata;
147	+	mcjzb << "(" << jzbvariablemc;
148	+
149	+	if(datapeak>0) datajzb << "- " << TMath::Abs(datapeak) << " ";
150	+	else datajzb << "+ " << TMath::Abs(datapeak) << " ";
151	+
152	+	datajzb << ")";
153	+
154	+	if(mcpeak>0) mcjzb << "- " << TMath::Abs(mcpeak) << " ";
155	+	else mcjzb << "+ " << TMath::Abs(mcpeak) << " ";
156	+
157	+	mcjzb << ")";
158	+	}
159	+
160	+	MCPeak=mcpeak;
161	+	MCPeakError=mcpeakerr;
162	+	DataPeak=datapeak;
163	+	DataPeakError=datapeakerr;
164	+	switch_overunderflow(overunderflowstatus);
165	+	}
166	+
167	+	void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
168	+	float min=70.0;
169	+	float max=115.0;
170	+	if(!PlottingSetup::RestrictToMassPeak) {
171	+	min=20;
172	+	max=300;
173	+	}
174	+	int nbins=int((max-min)/binWidth);
175	+
176	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
177	+
178	+	stringstream largerzeroS;
179	+	largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
180	+	TCut largerzeroD(largerzeroS.str().c_str());
181	+
182	+	stringstream smallerzeroS;
183	+	smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
184	+	TCut smallerzeroD(smallerzeroS.str().c_str());
185	+
186	+
187	+	stringstream largerzeroMS;
188	+	largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
189	+	TCut largerzeroM(largerzeroMS.str().c_str());
190	+
191	+	TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,data,luminosity);
192	+	THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
193	+	TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,data,luminosity);
194	+	TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,data,luminosity);
195	+	TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,data,luminosity);
196	+
197	+	TH1F *RcorrJZBSBem;
198	+	TH1F *LcorrJZBSBem;
199	+	TH1F *RcorrJZBSBeemm;
200	+	TH1F *LcorrJZBSBeemm;
201	+
202	+	//  TH1F *RcorrJZBeemmNoS;
203	+
204	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
205	+	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,data, luminosity);
206	+	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,data, luminosity);
207	+	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,data, luminosity);
208	+	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,data, luminosity);
209	+	}
210	+
211	+	// Separate predictions
212	+	TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
213	+	TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
214	+	TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
215	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
216	+	OFP->Scale(1.0/3.0);
217	+	OFP->Add(RcorrJZBSBem,1.0/3.);
218	+	OFP->Add(RcorrJZBSBeemm,1.0/3.);
219	+	OFN->Scale(1.0/3.0);
220	+	OFN->Add(LcorrJZBSBem,1.0/3.);
221	+	OFN->Add(LcorrJZBSBeemm,1.0/3.);
222	+	}
223	+
224	+	TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
225	+	Bpred->Add(OFP);
226	+	Bpred->Add(OFN,-1);
227	+	Bpred->SetLineColor(kRed);
228	+
229	+	RcorrJZBeemm->SetTitleOffset(1.3,"y");
230	+	RcorrJZBeemm->Draw();
231	+	mcRcorrJZBeemm.Draw("histo,same");
232	+	Bpred->Draw("histo,same");
233	+	RcorrJZBeemm->Draw("same");
234	+
235	+	TLegend *leg = allsamples.allbglegend();
236	+	leg->SetX1(0.58);
237	+	leg->AddEntry(RcorrJZBeemm,"observed (data)","l");
238	+	leg->AddEntry(Bpred,"predicted (data)","l");
239	+	leg->Draw("same");
240	+
241	+	stringstream saveas;
242	+	saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
243	+	CompleteSave(ckin,saveas.str());
244	+
245	+	// Draw all predictions overlayed
246	+	unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
247	+	SFN->SetLineColor(kGreen+2);
248	+	SFN->SetLineStyle(2);
249	+	SFN->SetLineWidth(w);
250	+	OFP->SetLineColor(kBlue+2);
251	+	OFP->SetLineStyle(2);
252	+	OFP->SetLineWidth(w);
253	+	OFN->SetLineColor(kMagenta+2);
254	+	OFN->SetLineStyle(3);
255	+	OFN->SetLineWidth(w);
256	+
257	+	RcorrJZBeemm->Draw();
258	+	SFN->Draw("histo,same");
259	+	OFP->Draw("histo,same");
260	+	OFN->Draw("histo,same");
261	+	Bpred->Draw("histo,same");
262	+	RcorrJZBeemm->Draw("same");
263	+
264	+	TLegend *leg2 = make_legend("",0.52,0.7);
265	+	leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
266	+	leg2->AddEntry(Bpred,"predicted (data)","l");
267	+	leg2->AddEntry(SFN,  "  SF JZB<0","l");
268	+	leg2->AddEntry(OFN,  "  OF JZB<0","l");
269	+	leg2->AddEntry(OFP,  "  OF JZB>0","l");
270	+	leg2->Draw("same");
271	+
272	+	saveas.str("");
273	+	saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold << "_nomc";
274	+	CompleteSave(ckin,saveas.str());
275	+
276	+	delete RcorrJZBeemm;
277	+	delete LcorrJZBeemm;
278	+	delete RcorrJZBem;
279	+	delete LcorrJZBem;
280	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
281	+	delete RcorrJZBSBeemm;
282	+	delete LcorrJZBSBeemm;
283	+	delete RcorrJZBSBem;
284	+	delete LcorrJZBSBem;
285	+	}
286	+	delete Bpred;
287	+	delete ckin;
288	+	}
289	+
290		void make_special_mll_plot(int nbins, float min, float max, bool logscale,string xlabel) {
291
292		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
#	Line 90 | Line 305 | void make_special_mll_plot(int nbins, fl
305		datahistoOSSF->SetMarkerSize(DataMarkerSize);
306		datahistoOSSF->Draw();
307
308	<	mcstackOSSF.Draw("same");
308	>	mcstackOSSF.Draw("histo,same");
309		datahistoOSSF->Draw("same");
310
311		datahistoOSOF->SetMarkerColor(TColor::GetColor("#FE642E"));
#	Line 106 | Line 321 | void make_special_mll_plot(int nbins, fl
321		TIter next(bgleg->GetListOfPrimitives());
322		TObject* obj;
323		// Copy the nice bkgd legend skipping the "data"
324	<	while ( obj = next() )
324	>	while ( (obj = next()) )
325		if ( strcmp(((TLegendEntry*)obj)->GetObject()->GetName(),"datahistoOSSF") )
326		kinleg->GetListOfPrimitives()->Add(obj);
327
#	Line 125 | Line 340 | void draw_ratio_plot(TH1* hdata, THStack
340		TIter next(hmc.GetHists());
341		TObject* obj;
342		TH1* hratio = NULL;
343	<	while ( obj = next() ) {
343	>	while ( (obj = next()) ) {
344		if ( !hratio ) {
345		hratio = (TH1*)obj->Clone();
346		hratio->SetName("hratio");
#	Line 156 | Line 371 | void draw_ratio_plot(TH1* hdata, THStack
371		oneline->Draw("same");
372		}
373
374	+	float make_one_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
375	+	string xlabel, string filename, float legendPosition=0.55) {
376	+
377	+	TCut ibasiccut=basiccut;
378	+	bool draw_separation_lines=false;
379	+
380	+	if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
381	+
382	+	TCut cutSF;
383	+	TCut cutOF;
384	+
385	+	cutOF = cutOSOF&&cutnJets&&ibasiccut;
386	+	cutSF = cutOSSF&&cutnJets&&ibasiccut;
387	+
388	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
389	+	rcan->SetLogy(logscale);
390	+	rcan->cd();
391	+
392	+	std::cout << "OF/SF comparison: variable = " << variable << ", cut = " << cutSF.GetTitle() << std::endl;
393	+	TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
394	+	TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
395	+	//   string signal("LM3");
396	+	//   TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
397	+	//   int idx = signalsamples.FindSample(signal)[0];
398	+	//   (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
399	+	//   signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
400	+	//   signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
401	+	//   signalhisto->SetLineStyle(2);
402	+	datahistoSF->SetMarkerSize(DataMarkerSize);
403	+	datahistoOF->SetLineColor(kRed);
404	+
405	+	if ( !logscale ) {
406	+	datahistoSF->SetMinimum(0); // Defaults
407	+	} else {
408	+	datahistoSF->SetMinimum(0.5);
409	+	}
410	+	if (ymax<0) {
411	+	if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
412	+	else datahistoSF->SetMaximum(1.8*datahistoSF->GetMaximum());
413	+	} else {
414	+	datahistoSF->SetMaximum(ymax);
415	+	}
416	+
417	+	float ymaxSet = datahistoSF->GetMaximum();
418	+
419	+	datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
420	+	datahistoSF->GetYaxis()->SetTitle("Events");
421	+	datahistoSF->GetXaxis()->CenterTitle();
422	+	datahistoSF->GetYaxis()->CenterTitle();
423	+
424	+	TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.7,false,legendPosition+0.2);
425	+	mleg->AddEntry(datahistoSF, "Same-flavor", "PL");
426	+	if (datahistoOF->Integral()>0) {
427	+	mleg->AddEntry(datahistoOF, "Opposite-flavor", "L");
428	+	} else {
429	+	mleg->AddEntry((TObject*)0, "", "");
430	+	}
431	+	//mleg->AddEntry(signalhisto, "LM3", "L");
432	+
433	+	datahistoSF->Draw("E1");
434	+	if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
435	+	//signalhisto->Draw("HIST,SAMES");
436	+	mleg->Draw();
437	+	DrawPrelim();
438	+	if (datahistoOF->Integral()>0) {
439	+	Save_With_Ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
440	+	} else {
441	+	CompleteSave(rcan, "SFOF/" + filename);
442	+	}
443	+
444	+	datahistoSF->Delete();
445	+	datahistoOF->Delete();
446	+	//signalhisto->Delete();
447	+	delete mleg;
448	+	delete rcan;
449	+
450	+	return ymaxSet;
451	+
452	+	}
453	+
454	+	// Compare data to data
455	+	float make_data_comparison_plot(string variable, TCut cut, int nbins, float min, float max, float ymax, bool logscale,
456	+	string xlabel, string filename, float legendPosition=0.55) {
457	+
458	+	TCut ibasiccut=basiccut&&cut;
459	+
460	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
461	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
462	+	rcan->SetLogy(logscale);
463	+	rcan->cd();
464	+
465	+	std::cout << "Data comparison: variable = " << variable << ", cut = " << ibasiccut.GetTitle() << std::endl;
466	+
467	+	TH1F *data1 = allsamples.Draw("data1",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
468	+	TH1F *data2 = comparesamples.Draw("data2",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
469	+	data1->Scale(5.0/9.2);
470	+
471	+	data1->SetMarkerSize(DataMarkerSize);
472	+	data2->SetLineColor(kRed);
473	+
474	+	if ( !logscale ) {
475	+	data1->SetMinimum(0); // Defaults
476	+	} else {
477	+	data1->SetMinimum(0.5);
478	+	}
479	+	if (ymax<0) {
480	+	if ( logscale ) data1->SetMaximum(5.3*data1->GetMaximum());
481	+	else data1->SetMaximum(1.5*data1->GetMaximum());
482	+	} else {
483	+	data1->SetMaximum(ymax);
484	+	}
485	+
486	+	float ymaxSet = data1->GetMaximum();
487	+
488	+	data1->GetXaxis()->SetTitle(xlabel.c_str());
489	+	data1->GetYaxis()->SetTitle("Events");
490	+	data1->GetXaxis()->CenterTitle();
491	+	data1->GetYaxis()->CenterTitle();
492	+
493	+	TLegend *mleg = make_legend("",legendPosition,0.7,false,legendPosition+0.2);
494	+	mleg->AddEntry(data1, "2012 data (scaled)", "PL");
495	+	mleg->AddEntry(data2, "2011 data", "L");
496	+
497	+	data1->Draw("E1");
498	+	data2->Draw("HIST,SAMES");
499	+	mleg->Draw();
500	+	DrawPrelim();
501	+	Save_With_Ratio( data1, data2, rcan, "compareData/" + filename, false, false, "new/old" );
502	+
503	+	data1->Delete();
504	+	data2->Delete();
505	+	delete mleg;
506	+	delete rcan;
507	+	delete ckin;
508	+
509	+	}
510	+
511	+	void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale,
512	+	string xlabel, string filename, float legendPosition=0.55) {
513	+
514	+	string mllcuts[] = { "mll>20","mll>15&&mll<70", "mll>75&&mll<105", "mll>120" };
515	+	string mllcutname[] = { "m_{ll} > 20 GeV", "20 < m_{ll} < 70 GeV", "70 < m_{ll} < 110 GeV", "m_{ll} > 120 GeV" };
516	+	string plotname[] = {"_all","_low","_peak","_high"};
517	+	float ymax;
518	+
519	+	int start = 0;
520	+	if ( !PlottingSetup::openBox ) start = 3;
521	+
522	+	for ( int i=start; i<4; ++i ) {
523	+	if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
524	+	if ( i==start ) {
525	+	ymax = make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, -1, logscale, xlabel,
526	+	filename+plotname[i], legendPosition );
527	+	} else {
528	+	make_one_OFSF_plot(variable, mllcuts[i],        mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
529	+	filename+plotname[i], legendPosition );
530	+	}
531	+	make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
532	+	filename+plotname[i]+"_mm", legendPosition );
533	+	make_one_OFSF_plot(variable, "id1==0&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
534	+	filename+plotname[i]+"_ee", legendPosition );
535	+	}
536	+
537	+	}
538	+
539	+	TCut ReplaceInCut(TCut cut, string replacethis, string withthis) {
540	+	string scut=(string)(const char*)cut;
541	+	string acut=ReplaceAll(scut,replacethis,withthis);
542	+	return TCut(acut.c_str());
543	+	}
544	+
545	+	void DoMCSystPlot(string datavariable, string mcvariable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
546	+	TCut cut=addcut&&basiccut;
547	+
548	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
549	+	ckin->SetLogy(dolog);
550	+	cout << "\r Creating " << filename << " : data   (1/6)" << std::flush;
551	+	TH1F *datahisto = allsamples.Draw("datahisto",datavariable,nbins,min,max, xlabel, "events",cut,data,luminosity);
552	+	datahisto->SetMarkerSize(DataMarkerSize);
553	+	if ( !dolog ) datahisto->SetMinimum(0); // Defaults
554	+	else datahisto->SetMinimum(0.5);
555	+	if (dolog) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
556	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
557	+	cout << "\r Creating " << filename << " : MC central   (2/6)" << std::flush;
558	+	THStack mcstack   = allsamples.DrawStack("mcstack",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
559	+	TH1F *MCcentral = CollapseStack(mcstack);
560	+
561	+	TCut bkpcut = cut;
562	+	cut = ReplaceInCut(cut,"pfJetGoodNum40","pfJetGoodNum40p1sigma");
563	+	cout << "\r Creating " << filename << " : MC JES up   (3/6)" << std::flush;
564	+	TH1F *MCJESup   = allsamples.Draw("MCJESup",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
565	+
566	+	cut = ReplaceInCut(cut,"pfJetGoodNum40p1sigma","pfJetGoodNum40n1sigma");
567	+	cout << "\r Creating " << filename << " : MC JES down   (4/6)" << std::flush;
568	+	TH1F *MCJESdn   = allsamples.Draw("MCJESdn",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
569	+
570	+	cut=bkpcut;
571	+	TCut bkpweight = cutWeight;
572	+	cutWeight= ReplaceInCut(cutWeight,"weight","PUweightUP");
573	+	cout << "\r Creating " << filename << " : MC PU up   (5/6)" << std::flush;
574	+	TH1F *MCPUup    = allsamples.Draw("MCPUup",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
575	+
576	+	cutWeight= ReplaceInCut(cutWeight,"PUweightUP","PUweightDOWN");
577	+	cout << "\r Creating " << filename << " : MC PU down   (6/6)" << std::flush;
578	+	TH1F *MCPUdn    = allsamples.Draw("MCPUdn",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
579	+	cutWeight=bkpweight;
580	+	cout << "\r Creating " << filename << " : Processing systematics ..." << std::flush;
581	+	TH1F *Systematic = (TH1F*)MCPUdn->Clone("Systematic");
582	+	for(int i=1;i<=Systematic->GetNbinsX();i++) {
583	+	float jesdn = abs(MCcentral->GetBinContent(i)-MCJESdn->GetBinContent(i));
584	+	float jesup = abs(MCcentral->GetBinContent(i)-MCJESup->GetBinContent(i));
585	+	float jes   = jesdn>jesup?jesdn:jesup;
586	+
587	+	float PUup = abs(MCcentral->GetBinContent(i)-MCPUup->GetBinContent(i));
588	+	float PUdn = abs(MCcentral->GetBinContent(i)-MCPUdn->GetBinContent(i));
589	+	float pu   = PUdn>PUup?PUdn:PUup;
590	+
591	+	float sys=sqrt(jes*jes+pu*pu);
592	+	sys/=MCcentral->GetBinContent(i);
593	+	if(MCcentral->GetBinContent(i)==0) sys=0;
594	+	Systematic->SetBinContent(i,sys);
595	+	}
596	+
597	+	datahisto->Draw("e1");
598	+	ckin->Update();
599	+	mcstack.Draw("histo,same");
600	+
601	+	datahisto->Draw("same,e1");
602	+	TLegend *kinleg = allsamples.allbglegend();
603	+	kinleg->Draw();
604	+
605	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
606	+	kinpad->SetLogy(dolog);
607	+	kinpad->cd();
608	+	datahisto->Draw("e1");
609	+	mcstack.Draw("histo,same");
610	+	datahisto->Draw("same,e1");
611	+	datahisto->Draw("same,axis");
612	+
613	+	kinleg->Draw("same");
614	+	DrawPrelim();
615	+	string saveas="kin/"+filename;
616	+
617	+	cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
618	+	save_with_ratio_and_sys_band( datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc",Systematic );
619	+
620	+	ckin->cd();
621	+	MCcentral->SetFillColor(kWhite);
622	+	MCcentral->SetLineColor(kBlack);
623	+	MCcentral->SetLineWidth(2);
624	+	MCPUdn->SetLineColor(kRed);
625	+	MCPUup->SetLineColor(kYellow);
626	+	MCJESdn->SetLineColor(kBlue);
627	+	MCJESup->SetLineColor(kGreen);
628	+
629	+	TLegend *legsmall = new TLegend(0.0,0.85,1.0,1.00);
630	+	legsmall->SetNColumns(5);
631	+	legsmall->AddEntry(MCcentral,"central","L");
632	+	legsmall->AddEntry(MCPUdn,"PU down","L");
633	+	legsmall->AddEntry(MCPUup,"PU up","L");
634	+	legsmall->AddEntry(MCJESdn,"JES down","L");
635	+	legsmall->AddEntry(MCJESup,"JES up","L");
636	+	legsmall->SetFillColor(kWhite);
637	+	legsmall->SetBorderSize(0);
638	+
639	+	datahisto->Draw("e1");
640	+	MCcentral->Draw("histo,same");
641	+	MCPUdn->Draw("histo,same");
642	+	MCPUup->Draw("histo,same");
643	+	MCJESdn->Draw("histo,same");
644	+	MCJESup->Draw("histo,same");
645	+	datahisto->Draw("e1,same");
646	+	legsmall->Draw();
647	+	CompleteSave(ckin,saveas+"___AllLines");
648	+
649	+	delete datahisto;
650	+	delete MCcentral;
651	+	delete MCPUdn;
652	+	delete MCPUup;
653	+	delete MCJESdn;
654	+	delete MCJESup;
655	+	delete ckin;
656	+	}
657	+
658	+	void DoMCSystPlot(string variable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
659	+	DoMCSystPlot(variable, variable, nbins, min, max, addcut, dolog, xlabel, filename);
660	+	}
661	+
662		float lastrange_min=0;
663		float lastrange_max=0;
664
#	Line 164 | Line 667 | void make_kin_plot(string variable, stri
667		//  TCut basiccut("(pfJetGoodNum>=2&&pfJetGoodID[0])&&(pfJetGoodNum>=2&&pfJetGoodID[1])&&(passed_triggers||!is_data)");
668		TCut ibasiccut=basiccut;
669		bool draw_separation_lines=false;
670	+	bool drawsignal = false;
671
672		if(isPF) ibasiccut=basiccut&&"pfjzb[0]>-998";
673
#	Line 185 | Line 689 | void make_kin_plot(string variable, stri
689		//Step 2: Refine the cut
690		TCut cut;
691		cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
692	<	if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
692	>	if(filename=="nJets" || filename=="nJets_inclusive" || filename=="nJets_met100" || filename=="nJets_inclusive_met100") cut=cutmass&&cutOSSF&&ibasiccut;
693	>	if(filename=="nJets_osof" || filename=="nJets_osof_inclusive" || filename=="nJets_osof_met100" || filename=="nJets_osof_inclusive_met100") cut=cutmass&&cutOSOF&&ibasiccut;
694		if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
695	<	if(filename=="mll") {
695	>	if(filename=="mll"||filename=="mll_met100") {
696		cut=cutOSSF&&cutnJets&&ibasiccut;
697		draw_separation_lines=true;
698		}
699	<	if(filename=="mll_ee") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
700	<	if(filename=="mll_osof") {
699	>	if(filename=="mll_ee"||filename=="mll_ee_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
700	>	if(filename=="mll_mm"||filename=="mll_mm_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
701	>	if(filename=="mll_osof"||filename=="mll_osof_met100") {
702		cut=cutOSOF&&cutnJets&&ibasiccut;
703		draw_separation_lines=true;
704		}
705	<	if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
706	<	if(filename=="mll_aboveJZB100") cut=cutOSSF&&cutnJets&&ibasiccut;
705	>	if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
706	>	if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
707	>	if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
708	>	if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
709		if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutOSSF;
710		if(filename=="mll_inclusive_osof") cut=cutOSOF;
711		if(filename=="mll_inclusive_ee") cut=cutOSSF&&"id1==0";
712		if(filename=="mll_inclusive_mm") cut=cutOSSF&&"id1==1";
713		if(filename=="pfJetGoodEta_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
714		if(filename=="pfJetGoodPt_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
715	+	if(filename=="numVtx") cut=cutmass&&ibasiccut;
716
717		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
718		ckin->SetLogy(logscale);
719		TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
720		datahisto->SetMarkerSize(DataMarkerSize);
721	<	THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
721	>	if ( !logscale ) datahisto->SetMinimum(0); // Defaults
722	>	else datahisto->SetMinimum(0.5);
723	>	// Custom max.
724	>	if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
725		if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
726		if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
727	<	if(filename=="mll_inclusive") datahisto->SetMinimum(1);
727	>	if(filename=="mll_inclusive"||filename=="mll_inclusive_mm"||filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
728		if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
729		if(filename=="mll_osof") datahisto->SetMinimum(9);
730	+	if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
731	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
732
733	<	datahisto->SetMaximum(5.3*datahisto->GetMaximum());
220	<	datahisto->Draw("e1");
221	<	ckin->Update();
733	>	cout << "******** Cut used : " << (const char*) cut << " for plot " << filename << endl;
734		if(loadlastminmax) {
735		datahisto->SetMinimum(lastrange_min);
736		datahisto->SetMaximum(lastrange_max);
#	Line 228 | Line 740 | void make_kin_plot(string variable, stri
740		}
741		}
742
743	<	mcstack.Draw("same");
743	>	// Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
744	>	string signal("LM3");
745	>	TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
746	>	int idx = signalsamples.FindSample(signal)[0];
747	>	if(drawsignal) (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
748	>	if(drawsignal) signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
749	>	if(drawsignal) signalhisto->SetLineColor(kOrange);
750	>
751	>	THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
752	>	datahisto->Draw("e1");
753	>	ckin->Update();
754	>	mcstack.Draw("histo,same");
755	>
756		datahisto->Draw("same,e1");
757		TLegend *kinleg = allsamples.allbglegend();
758		kinleg->Draw();
#	Line 270 | Line 794 | void make_kin_plot(string variable, stri
794		kinpad->cd();
795		kinpad->SetLogy(logscale);
796		datahisto->Draw("e1");
797	<	mcstack.Draw("same");
797	>	mcstack.Draw("histo,same");
798	>	if(drawsignal) signalhisto->Draw("same");
799		datahisto->Draw("same,e1");
800		datahisto->Draw("same,axis");
801		if(RestrictToMassPeak&&draw_separation_lines) {
#	Line 278 | Line 803 | void make_kin_plot(string variable, stri
803		upperboundary->Draw("same");
804		}
805
806	+	if(drawsignal) kinleg->AddEntry("signalhisto",signal.c_str(),"l");
807		kinleg->Draw();
808		write_cut->Draw();
809		DrawPrelim();
810		string saveas="kin/"+filename;
811		if(isPF) saveas="kin/"+filename+"__PF";
812	<	save_with_ratio(datahisto,mcstack,kinpad->cd(),saveas);
812	>	Save_With_Ratio(datahisto,mcstack,kinpad->cd(),saveas);
813		//      if(isPF) CompleteSave(with_ratio,"kin/"+filename+"__PF_withratio");
814		//      else CompleteSave(with_ratio,"kin/"+filename+"_withratio");
815		//      delete with_ratio;
#	Line 292 | Line 818 | void make_kin_plot(string variable, stri
818		else CompleteSave(ckin,"kin/"+filename);
819		}
820		datahisto->Delete();
821	+	delete signalhisto;
822	+	delete ckin;
823	+	}
824	+
825	+
826	+	void make_plain_kin_plot(string variable, string addcut, int nbins, float min, float max, bool logscale,
827	+	string xlabel, string filename, bool isPF=true, bool plotratio=true, bool loadlastminmax=false ) {
828	+	TCut cut=TCut(addcut.c_str())&&basiccut;
829	+
830	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
831	+	ckin->SetLogy(logscale);
832	+	TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
833	+	datahisto->SetMarkerSize(DataMarkerSize);
834	+	if ( !logscale ) datahisto->SetMinimum(0); // Defaults
835	+	else datahisto->SetMinimum(0.5);
836	+	// Custom max.
837	+	if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
838	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
839	+
840	+	cout << "******** Cut used : " << (const char*) cut << " for plot " << filename << endl;
841	+	if(loadlastminmax) {
842	+	datahisto->SetMinimum(lastrange_min);
843	+	datahisto->SetMaximum(lastrange_max);
844	+	if(logscale) {
845	+	datahisto->SetMinimum(pow(10,lastrange_min));
846	+	datahisto->SetMaximum(pow(10,lastrange_max));
847	+	}
848	+	}
849	+
850	+	THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
851	+	datahisto->Draw("e1");
852	+	ckin->Update();
853	+	mcstack.Draw("histo,same");
854	+
855	+	datahisto->Draw("same,e1");
856	+	TLegend *kinleg = allsamples.allbglegend();
857	+	kinleg->Draw();
858	+
859	+	lastrange_min=ckin->GetUymin();
860	+	lastrange_max=ckin->GetUymax();
861	+
862	+	if ( plotratio ) {
863	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
864	+	kinpad->cd();
865	+	kinpad->SetLogy(logscale);
866	+	datahisto->Draw("e1");
867	+	mcstack.Draw("histo,same");
868	+	datahisto->Draw("same,e1");
869	+	datahisto->Draw("same,axis");
870	+
871	+	kinleg->Draw();
872	+	DrawPrelim();
873	+	string saveas="kin/"+filename;
874	+	if(isPF) saveas="kin/"+filename+"__PF";
875	+	Save_With_Ratio(datahisto,mcstack,kinpad->cd(),saveas);
876	+	} else {
877	+	if(isPF) CompleteSave(ckin,"kin/"+filename+"__PF");
878	+	else CompleteSave(ckin,"kin/"+filename);
879	+	}
880	+	datahisto->Delete();
881		delete ckin;
882		}
883
884
885	<	void make_JES_plot() {
885	>	void make_JES_plot(TCut cut, string name) {
886
887		int nbins=10;
888		float min=-0.5;
889		float max = 9.5;
890		bool logscale=true;
891		string xlabel="nJets";
306	–	TCut cut=cutmass&&cutOSSF&&basiccut;
892
893		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
894		ckin->SetLogy(logscale);
895	<	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
895	>	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
896		datahisto->SetMarkerSize(DataMarkerSize);
897	<	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
898	<	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
899	<	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
897	>	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
898	>	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
899	>	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
900
901		datahisto->SetMinimum(1);
902		datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
#	Line 330 | Line 915 | void make_JES_plot() {
915		JESunc->SetFillColor(TColor::GetColor("#00ADE1"));
916		JESunc->SetFillStyle(3002);
917		datahisto->Draw("e1");
918	<	mcstack.Draw("same");
918	>	mcstack.Draw("histo,same");
919		JESunc->Draw("2");
920		datahisto->Draw("same,e1");
921		TLegend *kinleg = allsamples.allbglegend();
922		kinleg->AddEntry(JESunc,"JES uncertainty","f");
923		kinleg->Draw();
924	<	CompleteSave(ckin,"Systematics/JES");
924	>	CompleteSave(ckin,"Systematics/JES"+name);
925		datahisto->Delete();
926		delete ckin;
927
928		}
929
930	+	string Cut2Str(TCut cut) {
931	+	return ((string)(const char*)cut);
932	+	}
933	+
934	+	void MakeElegantTwoThreeComparisons() {
935	+
936	+	TCut signal("met[4]>100&&met[4]<150&&mll>20"&&PlottingSetup::basicqualitycut);
937	+	TCut TwoJets("pfJetGoodNum40==2");
938	+	TCut ThreeJets("pfJetGoodNum40>=3");
939	+
940	+	float min=20;
941	+	float max=300;
942	+	int nbins=int((max-min)/5.0);
943	+	string xlabel="m_{ll} [GeV]";
944	+
945	+	TCanvas *can2 = new TCanvas("can2","can2");
946	+	TH1F *TwoOF = allsamples.Draw("TwoOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("TTJets_"));
947	+	TH1F *TwoSF = allsamples.Draw("TwoSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("TTJets_"));
948	+	TH1F *ThreeOF = allsamples.Draw("ThreeOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("TTJets_"));
949	+	TH1F *ThreeSF = allsamples.Draw("ThreeSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("TTJets_"));
950	+
951	+	can2->cd(1);
952	+
953	+	TwoSF->SetFillColor(kWhite);
954	+	TwoOF->SetFillColor(kWhite);
955	+	ThreeSF->SetFillColor(kWhite);
956	+	ThreeOF->SetFillColor(kWhite);
957	+
958	+	TPad *kin3 = new TPad("kin3","kin3",0,0,1,1);
959	+	kin3->cd();
960	+	TwoOF->Draw("histo");
961	+	TwoSF->Draw("e1,same");
962	+	TLegend *leg_SFOF_Two = make_legend();
963	+	leg_SFOF_Two->SetHeader("t#bar{t} MC:");
964	+	leg_SFOF_Two->AddEntry(TwoOF,"OF, nJets==2","l");
965	+	leg_SFOF_Two->AddEntry(TwoSF,"SF, nJets==2","lp");
966	+	leg_SFOF_Two->Draw();
967	+	Save_With_Ratio(TwoSF,TwoOF,kin3->cd(),"DoubleRatios/SFOF_Two");
968	+
969	+	TPad *kin4 = new TPad("kin4","kin4",0,0,1,1);
970	+	kin4->cd();
971	+	ThreeOF->Draw("histo");
972	+	ThreeSF->Draw("e1,same");
973	+	TLegend *leg_SFOF_Three = make_legend();
974	+	leg_SFOF_Three->SetHeader("t#bar{t} MC:");
975	+	leg_SFOF_Three->AddEntry(TwoOF,"OF, nJet#geq3","l");
976	+	leg_SFOF_Three->AddEntry(TwoSF,"SF, nJets#geq3","lp");
977	+	leg_SFOF_Three->Draw();
978	+	Save_With_Ratio(ThreeSF,ThreeOF,kin4->cd(),"DoubleRatios/SFOF_Three");
979	+
980	+
981	+	TwoSF->Scale(ThreeSF->Integral()/TwoSF->Integral());
982	+	TPad *kin = new TPad("kin","kin",0,0,1,1);
983	+	kin->cd();
984	+	TwoSF->Draw("histo");
985	+	ThreeSF->Draw("e1,same");
986	+	TLegend *leg_SF_Two_Three = make_legend();
987	+	leg_SF_Two_Three->SetHeader("t#bar{t} MC:");
988	+	leg_SF_Two_Three->AddEntry(TwoSF,"#splitline{SF, nJets==2}{ (scaled)}","l");
989	+	leg_SF_Two_Three->AddEntry(ThreeSF,"SF, nJets#geq3","lp");
990	+	leg_SF_Two_Three->Draw();
991	+	Save_With_Ratio(TwoSF,ThreeSF,kin->cd(),"DoubleRatios/SF_Two_Three");
992	+
993	+	TwoOF->Scale(ThreeOF->Integral()/TwoOF->Integral());
994	+	TPad *kin2 = new TPad("kin2","kin2",0,0,1,1);
995	+	kin2->cd();
996	+	TwoOF->Draw("histo");
997	+	ThreeOF->Draw("e1,same");
998	+	TLegend *leg_OF_Two_Three = make_legend();
999	+	leg_OF_Two_Three->SetHeader("t#bar{t} MC:");
1000	+	leg_OF_Two_Three->AddEntry(TwoSF,"#splitline{OF, nJets==2}{ (scaled)}","l");
1001	+	leg_OF_Two_Three->AddEntry(ThreeSF,"OF, nJets#geq3","lp");
1002	+	leg_OF_Two_Three->Draw();
1003	+	Save_With_Ratio(TwoOF,ThreeOF,kin2->cd(),"DoubleRatios/OF_Two_Three");
1004	+
1005	+	}
1006	+
1007	+	void PresentRange(TH1F *Down, TH1F *Up, TH1F *central, TVirtualPad *pad, string title) {
1008	+	pad->cd();
1009	+	TGraphErrors *gr = new TGraphErrors(Down->GetNbinsX());
1010	+	for(int i=1;i<=Down->GetNbinsX();i++) {
1011	+	float average=0.5*(Down->GetBinContent(i)+Up->GetBinContent(i));
1012	+	float error=abs(Down->GetBinContent(i)-average);
1013	+	gr->SetPoint(i-1,Down->GetBinCenter(i),average);
1014	+	gr->SetPointError(i-1,Down->GetBinWidth(i)/2.0,error);
1015	+	}
1016	+	gr->SetFillColor(TColor::GetColor("#F79F81"));
1017	+	gr->GetYaxis()->SetRangeUser(0,2);
1018	+	gr->GetXaxis()->SetTitle(central->GetXaxis()->GetTitle());
1019	+	gr->GetYaxis()->SetTitle(central->GetYaxis()->GetTitle());
1020	+	gr->GetXaxis()->CenterTitle();
1021	+	gr->GetYaxis()->CenterTitle();
1022	+
1023	+	gr->Draw("A2");
1024	+	central->Draw("e1,same");
1025	+	DrawMCPrelim();
1026	+	TText *rtitle = write_text(0.8,0.8,title);
1027	+	TLine *line = new TLine(Down->GetBinLowEdge(1),1.0,Down->GetBinLowEdge(Down->GetNbinsX())+Down->GetBinWidth(Down->GetNbinsX()),1.0);
1028	+	line->SetLineColor(kBlue);
1029	+	line->SetLineStyle(2);
1030	+	line->Draw("same");
1031	+	rtitle->Draw("same");
1032	+	}
1033	+
1034	+	TH1F* ProduceTTbarRatio(TH1F *datahisto, TH1F *fullmc, TH1F *originalttbar, TH1F *httbar) {
1035	+	TH1F *basehisto = (TH1F*)fullmc->Clone("basehisto");
1036	+	basehisto->Add(originalttbar,-1);
1037	+	basehisto->Add(httbar);
1038	+
1039	+	string sname=httbar->GetName();
1040	+	sname="R"+sname.substr(1,sname.length());
1041	+	TH1F *ratio = (TH1F*)datahisto->Clone(sname.c_str());
1042	+	ratio->Divide(basehisto);
1043	+	delete basehisto;
1044	+	return ratio;
1045	+	}
1046	+
1047	+	void make_ttbar_comparison(string datavariable, string mcvariable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
1048	+
1049	+	TCut cut=addcut&&basiccut;
1050	+
1051	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1052	+	ckin->SetLogy(dolog);
1053	+	cout << "\r Creating " << filename << " : data   (1/11)" << std::flush;
1054	+	TH1F *datahisto = allsamples.Draw("datahisto",datavariable,nbins,min,max, xlabel, "events",cut,data,luminosity);
1055	+	datahisto->SetMarkerSize(DataMarkerSize);
1056	+	if ( !dolog ) datahisto->SetMinimum(0); // Defaults
1057	+	else datahisto->SetMinimum(0.5);
1058	+	if (dolog) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
1059	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
1060	+	cout << "\r Creating " << filename << " : MC central  (stack) (2/11)" << std::flush;
1061	+	THStack mcstack   = allsamples.DrawStack("mcstack",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1062	+	TH1F *MCcentral = CollapseStack(mcstack);
1063	+
1064	+	cout << "\r Creating " << filename << " : MC central (histo)   (3/11)" << std::flush;
1065	+	TH1F *TCentral        = allsamples.Draw ("TCentral",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,allsamples.FindSample("TTJets_"));
1066	+	TH1F *RCentral        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TCentral);
1067	+
1068	+	cout << "\r Creating " << filename << " : MC Matching up   (4/11)" << std::flush;
1069	+	TH1F *TMatchingUp     = systsamples.Draw("TMatchingUp",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingup"));
1070	+	TH1F *RMatchingUp     = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingUp);
1071	+
1072	+	cout << "\r Creating " << filename << " : MC Matching down   (5/11)" << std::flush;
1073	+	TH1F *TMatchingDown   = systsamples.Draw("TMatchingDown",mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingdown"));
1074	+	TH1F *RMatchingDown   = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingDown);
1075	+
1076	+	cout << "\r Creating " << filename << " : MC Scale up   (6/11)" << std::flush;
1077	+	TH1F *TScaleUp        = systsamples.Draw("TScaleUp",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaleup"));
1078	+	TH1F *RScaleUp        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleUp);
1079	+
1080	+	cout << "\r Creating " << filename << " : MC Scale down   (7/11)" << std::flush;
1081	+	TH1F *TScaleDown      = systsamples.Draw("TScaleDown",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaledown"));
1082	+	TH1F *RScaleDown      = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleDown);
1083	+
1084	+	cout << "\r Creating " << filename << " : MC mass=166   (8/11)" << std::flush;
1085	+	TH1F *Ttmass166       = systsamples.Draw("Ttmass166",    mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_mass166"));
1086	+	TH1F *Rtmass166       = ProduceTTbarRatio(datahisto,MCcentral,TCentral,Ttmass166);
1087	+
1088	+	cout << "\r Creating " << filename << " : MC mass=169   (9/11)" << std::flush;
1089	+	TH1F *Ttmass169       = systsamples.Draw("Ttmass169",    mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_mass169"));
1090	+	TH1F *Rtmass169       = ProduceTTbarRatio(datahisto,MCcentral,TCentral,Ttmass169);
1091	+
1092	+	cout << "\r Creating " << filename << " : MC mass=175   (10/11)" << std::flush;
1093	+	TH1F *Ttmass175       = systsamples.Draw("Ttmass175",    mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_mass175"));
1094	+	TH1F *Rtmass175       = ProduceTTbarRatio(datahisto,MCcentral,TCentral,Ttmass175);
1095	+
1096	+	cout << "\r Creating " << filename << " : MC mass=178   (11/11)" << std::flush;
1097	+	TH1F *Ttmass178       = systsamples.Draw("Ttmass178",    mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_mass178"));
1098	+	TH1F *Rtmass178       = ProduceTTbarRatio(datahisto,MCcentral,TCentral,Ttmass178);
1099	+
1100	+
1101	+	datahisto->Draw("e1");
1102	+	ckin->Update();
1103	+	mcstack.Draw("histo,same");
1104	+
1105	+	datahisto->Draw("same,e1");
1106	+	TLegend *kinleg = allsamples.allbglegend();
1107	+	kinleg->Draw();
1108	+
1109	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1110	+	kinpad->SetLogy(dolog);
1111	+	kinpad->cd();
1112	+	datahisto->Draw("e1");
1113	+	mcstack.Draw("histo,same");
1114	+	datahisto->Draw("same,e1");
1115	+	datahisto->Draw("same,axis");
1116	+
1117	+	kinleg->Draw("same");
1118	+	DrawPrelim();
1119	+	string saveas="kin/"+filename;
1120	+
1121	+	cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
1122	+	Save_With_Ratio( datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc");
1123	+	delete kinpad;
1124	+
1125	+	ckin->cd();
1126	+	TCentral->SetLineColor(kBlack);
1127	+
1128	+	TMatchingUp->SetLineColor(TColor::GetColor("#2c17b1"));//blue
1129	+	TMatchingUp->SetLineStyle(2);//dashed
1130	+	TMatchingDown->SetLineColor(TColor::GetColor("#2c17b1"));
1131	+	TMatchingDown->SetLineStyle(3);//dotted
1132	+
1133	+	TScaleUp->SetLineColor(TColor::GetColor("#FF8500"));//orange
1134	+	TScaleUp->SetLineStyle(2);//dashed
1135	+	TScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
1136	+	TScaleDown->SetLineStyle(3);//dotted
1137	+
1138	+	Ttmass166->SetLineColor(TColor::GetColor("#0acf00"));//green
1139	+	Ttmass166->SetLineStyle(3);//dotted
1140	+	Ttmass178->SetLineColor(TColor::GetColor("#0acf00"));
1141	+	Ttmass178->SetLineStyle(2);//dashed
1142	+
1143	+
1144	+	Ttmass169->SetLineColor(TColor::GetColor("#FF52F1"));//purple
1145	+	Ttmass169->SetLineStyle(3);//dotted
1146	+	Ttmass175->SetLineColor(TColor::GetColor("#FF52F1"));
1147	+	Ttmass175->SetLineStyle(2);//dashed
1148	+
1149	+
1150	+
1151	+
1152	+	MCcentral->SetLineStyle(3);
1153	+	MCcentral->SetLineColor(kRed);
1154	+
1155	+	TCentral->Draw("e1,same");
1156	+	TCentral->Draw("histo,same");
1157	+	TMatchingUp->Draw("histo,same");
1158	+	TMatchingDown->Draw("histo,same");
1159	+	TScaleUp->Draw("histo,same");
1160	+	TScaleDown->Draw("histo,same");
1161	+	Ttmass166->Draw("histo,same");
1162	+	Ttmass169->Draw("histo,same");
1163	+	Ttmass175->Draw("histo,same");
1164	+	Ttmass178->Draw("histo,same");
1165	+
1166	+	TLegend *sleg = make_legend();
1167	+	sleg->AddEntry(TCentral,"Central","L");
1168	+	sleg->AddEntry(TMatchingUp,"matching up","L");
1169	+	sleg->AddEntry(TMatchingDown,"matching down","L");
1170	+	sleg->AddEntry(TScaleUp,"scale up","L");
1171	+	sleg->AddEntry(TScaleDown,"scale down","L");
1172	+	sleg->AddEntry(Ttmass166,"m_{t}=166","L");
1173	+	sleg->AddEntry(Ttmass169,"m_{t}=169","L");
1174	+	sleg->AddEntry(Ttmass175,"m_{t}=175","L");
1175	+	sleg->AddEntry(Ttmass178,"m_{t}=178","L");
1176	+	sleg->Draw();
1177	+
1178	+	CompleteSave(ckin,saveas+"___AllLines");
1179	+	ckin->cd();
1180	+	ckin->SetLogy(0);
1181	+
1182	+	RCentral->SetLineColor(kBlack);
1183	+
1184	+	RMatchingUp->SetLineColor(TColor::GetColor("#2c17b1"));//blue
1185	+	RMatchingUp->SetLineStyle(2);//dashed
1186	+	RMatchingDown->SetLineColor(TColor::GetColor("#2c17b1"));
1187	+	RMatchingDown->SetLineStyle(3);//dotted
1188	+
1189	+	RScaleUp->SetLineColor(TColor::GetColor("#FF8500"));//orange
1190	+	RScaleUp->SetLineStyle(2);//dashed
1191	+	RScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
1192	+	RScaleDown->SetLineStyle(3);//dotted
1193	+
1194	+	Rtmass166->SetLineColor(TColor::GetColor("#0acf00"));//green
1195	+	Rtmass166->SetLineStyle(3);//dotted
1196	+	Rtmass178->SetLineColor(TColor::GetColor("#0acf00"));
1197	+	Rtmass178->SetLineStyle(2);//dashed
1198	+
1199	+
1200	+	Rtmass169->SetLineColor(TColor::GetColor("#FF52F1"));//purple
1201	+	Rtmass169->SetLineStyle(3);//dotted
1202	+	Rtmass175->SetLineColor(TColor::GetColor("#FF52F1"));
1203	+	Rtmass175->SetLineStyle(2);//dashed
1204	+
1205	+
1206	+	RCentral->GetYaxis()->SetRangeUser(0,2);
1207	+	RCentral->Draw("e1");
1208	+	RMatchingUp->Draw("histo,same");
1209	+	RMatchingDown->Draw("histo,same");
1210	+	RScaleUp->Draw("histo,same");
1211	+	RScaleDown->Draw("histo,same");
1212	+	Rtmass166->Draw("histo,same");
1213	+	Rtmass169->Draw("histo,same");
1214	+	Rtmass175->Draw("histo,same");
1215	+	Rtmass178->Draw("histo,same");
1216	+
1217	+	CompleteSave(ckin,saveas+"___AllRatios");
1218	+
1219	+	TCanvas *multicanvas = new TCanvas("multicanvas","multicanvas",1000,1000);
1220	+	multicanvas->Divide(2,2);
1221	+	PresentRange(RMatchingUp,RMatchingDown,RCentral,multicanvas->cd(1),"Matching");
1222	+	PresentRange(RScaleUp,RScaleDown,RCentral,multicanvas->cd(2),"Scale");
1223	+	PresentRange(Rtmass166,Rtmass178,RCentral,multicanvas->cd(3),"m_{t} (2#sigma)");
1224	+	PresentRange(Rtmass169,Rtmass175,RCentral,multicanvas->cd(4),"m_{t} (1#sigma)");
1225	+	CompleteSave(multicanvas,saveas+"___RangeIllustration");
1226	+
1227	+
1228	+	delete datahisto;
1229	+	delete   TCentral;
1230	+	delete   TMatchingUp;
1231	+	delete   TMatchingDown;
1232	+	delete   TScaleUp;
1233	+	delete   TScaleDown;
1234	+	delete   Ttmass166;
1235	+	delete   Ttmass169;
1236	+	delete   Ttmass175;
1237	+	delete   Ttmass178;
1238	+
1239	+	delete ckin;
1240	+
1241	+	}
1242	+
1243	+	void make_ttbar_comparison(string variable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
1244	+	make_ttbar_comparison(variable, variable, nbins, min, max, addcut, dolog, xlabel, filename);
1245	+	}
1246	+
1247	+	void ProduceJanPlots() {
1248	+	TCanvas *c1 = new TCanvas("c1","c1");
1249	+	TH1F *metSF = allsamples.Draw("metSF","met[4]",30,100,400, "E_{T}^{miss} [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
1250	+	TH1F *metOF = allsamples.Draw("metOF","met[4]",30,100,400, "E_{T}^{miss} [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
1251	+
1252	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
1253	+	rcan->cd();
1254	+
1255	+	metOF->SetLineColor(kRed);
1256	+	metSF->Draw("e1");
1257	+	metOF->Draw("histo,same");
1258	+	metSF->Draw("e1,same");
1259	+
1260	+	TLegend *leg = make_legend();
1261	+
1262	+	leg->AddEntry(metSF,"Data SF","p");
1263	+	leg->AddEntry(metOF,"Data OF","l");
1264	+	leg->Draw();
1265	+
1266	+	DrawPrelim();
1267	+
1268	+	Save_With_Ratio(metSF,metOF,rcan,"JanPlots/ETHConfig",false,false,"SF/OF");
1269	+
1270	+	delete rcan;
1271	+	delete metSF;
1272	+	delete metOF;
1273	+	delete c1;
1274	+	}
1275	+
1276	+	THStack MakeOneSystematicsPlot(TCut cut, string saveas, string variation, TH1F *hdata, string variable, int nbins, float bmin, float bmax, string label) {
1277	+	THStack SystPlot = allsamples.DrawStack(variation,variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity);
1278	+
1279	+	//now need to process the plot (calculate the variation and set the member of thstack accordingly!)
1280	+	if(variation!="Central") {
1281	+	TH1F *varttbar;
1282	+	if(variation=="MatchingUp") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_matchingup_TuneZ2s"));
1283	+	if(variation=="MatchingDown") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_matchingdown"));
1284	+	if(variation=="ScaleUp") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_scaleup"));
1285	+	if(variation=="ScaleDown") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_scaledown"));
1286	+	assert(varttbar);
1287	+
1288	+	TIter nextHisto(SystPlot.GetHists());
1289	+	TH1F* h;
1290	+	while ( h = (TH1F*)nextHisto() ) {
1291	+	if(Contains(h->GetName(),"t_bar_t")) {
1292	+	varttbar->Scale(h->Integral()/varttbar->Integral());
1293	+	for(int i=0;i<=h->GetNbinsX()+1;i++) {//note that we deliberatly consider the under/overflow bin as well!
1294	+	h->SetBinContent(i,varttbar->GetBinContent(i));
1295	+	h->SetBinError(i,varttbar->GetBinError(i));
1296	+	}
1297	+	SystPlot.Modified();
1298	+	}
1299	+	}
1300	+	delete varttbar;
1301	+	}
1302	+
1303	+	TLegend *fullleg = allsamples.allbglegend();
1304	+	fullleg->SetHeader(variation.c_str());
1305	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1306	+	kinpad->SetLogy(1);
1307	+	kinpad->cd();
1308	+
1309	+	hdata->Draw("e1");
1310	+	SystPlot.Draw("histo,same");
1311	+	hdata->Draw("e1,same");
1312	+	fullleg->Draw();
1313	+	DrawPrelim();
1314	+
1315	+	Save_With_Ratio(hdata,SystPlot,kinpad,saveas+"_"+variation);
1316	+	CleanLegends();
1317	+
1318	+	delete kinpad;
1319	+	return SystPlot;
1320	+	}
1321	+
1322	+
1323	+
1324	+	void ProduceMCSystematicPlot(string variable, int nbins, float bmin, float bmax, string label, TCut thiscut, string saveas) {
1325	+	TCanvas *ca = new TCanvas("ca","ca");
1326	+
1327	+	TH1F *hdata = allsamples.Draw("hdata",variable,nbins,bmin,bmax,label,"events",thiscut,data,luminosity);
1328	+
1329	+	THStack ScaleUp      = MakeOneSystematicsPlot(thiscut,saveas,"ScaleUp",hdata,variable, nbins, bmin, bmax, label);
1330	+	THStack ScaleDown    = MakeOneSystematicsPlot(thiscut,saveas,"ScaleDown",hdata,variable, nbins, bmin, bmax, label);
1331	+	THStack MatchingUp   = MakeOneSystematicsPlot(thiscut,saveas,"MatchingUp",hdata,variable, nbins, bmin, bmax, label);
1332	+	THStack MatchingDown = MakeOneSystematicsPlot(thiscut,saveas,"MatchingDown",hdata,variable, nbins, bmin, bmax, label);
1333	+
1334	+	TH1F *HScaleUp = CollapseStack(ScaleUp);
1335	+	TH1F *HScaleDown = CollapseStack(ScaleDown);
1336	+	TH1F *HMatchingUp = CollapseStack(MatchingUp);
1337	+	TH1F *HMatchingDown = CollapseStack(MatchingDown);
1338	+
1339	+	DeleteStack(ScaleUp);
1340	+	DeleteStack(ScaleDown);
1341	+	DeleteStack(MatchingUp);
1342	+	DeleteStack(MatchingDown);
1343	+
1344	+	THStack Central = MakeOneSystematicsPlot(thiscut,saveas,"Central",hdata,variable, nbins, bmin, bmax, label);
1345	+	TH1F *HCentral = CollapseStack(Central);
1346	+
1347	+	TH1F *Systematic = (TH1F*)hdata->Clone("Systematic");
1348	+	for(int i=1;i<=Systematic->GetNbinsX();i++) {
1349	+	float matchingup   = abs(HMatchingUp->GetBinContent(i)-HCentral->GetBinContent(i));
1350	+	float matchingdown = abs(HMatchingDown->GetBinContent(i)-HCentral->GetBinContent(i));
1351	+	float scaleup   = abs(HScaleUp->GetBinContent(i)-HCentral->GetBinContent(i));
1352	+	float scaledown = abs(HScaleDown->GetBinContent(i)-HCentral->GetBinContent(i));
1353	+
1354	+	float matching = matchingup>matchingdown?matchingup:matchingdown;
1355	+	float scale    = scaleup>scaledown?scaleup:scaledown;
1356	+
1357	+	float sys=sqrt(matching*matching+scale*scale);
1358	+	sys/=HCentral->GetBinContent(i);
1359	+	if(HCentral->GetBinContent(i)==0) sys=0;
1360	+	Systematic->SetBinContent(i,sys);
1361	+	}
1362	+
1363	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1364	+	kinpad->SetLogy(1);
1365	+	kinpad->cd();
1366	+	hdata->Draw("e1");
1367	+	Central.Draw("histo,same");
1368	+	hdata->Draw("e1,same");
1369	+	DrawPrelim();
1370	+
1371	+	save_with_ratio_and_sys_band( hdata, HCentral, kinpad->cd(), saveas, false, false, "data/mc",Systematic );
1372	+
1373	+	CleanLegends();
1374	+	DeleteStack(Central);
1375	+	delete Systematic;
1376	+	delete HScaleUp;
1377	+	delete HScaleDown;
1378	+	delete HMatchingUp;
1379	+	delete HMatchingDown;
1380	+	delete hdata;
1381	+	delete HCentral;
1382	+	delete ca;
1383	+	}
1384	+
1385	+	void ProduceMCSystematicPlots() {
1386	+	TCut cutweightBKP = cutWeight;
1387	+
1388	+	ProduceMCSystematicPlot("met[4]",80,0,400,"PFMET [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor");
1389	+	ProduceMCSystematicPlot("met[4]",80,0,400,"PFMET [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor");
1390	+	ProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_SameFlavor");
1391	+	ProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_OppositeFlavor");
1392	+
1393	+	TCut cutnJetsBKP = cutnJets;
1394	+	cutnJets = TCut((ReplaceAll((const char*)cutnJets,"pt2>20","pt2>10")).c_str());
1395	+	cutnJets = TCut((ReplaceAll((const char*)cutnJets,"pfJetGoodNum40>=3","pfJetGoodNum40>=2")).c_str());
1396	+	cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta2)<1.4","abs(eta2)<2.4")).c_str());
1397	+	cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta1)<1.4","abs(eta1)<2.4")).c_str());
1398	+
1399	+	ProduceMCSystematicPlot("met[4]",80,0,400,"PFMET [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor");
1400	+	ProduceMCSystematicPlot("met[4]",80,0,400,"PFMET [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor");
1401	+	ProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>150"),"MCSystPlots/NJets/Aachen_SameFlavor");
1402	+	ProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>150"),"MCSystPlots/NJets/Aachen_OppositeFlavor");
1403	+	cutnJets  = cutnJetsBKP;
1404	+	cutWeight = cutweightBKP;
1405	+	}
1406	+
1407		void do_kinematic_plots(string mcjzb, string datajzb, bool doPF=false)
1408		{
1409	+	//  switch_overunderflow(true);
1410		bool dolog=true;
1411		bool nolog=false;
1412	+
1413	+	bool doOFSF = true;
1414	+	bool doKin  = true;
1415	+	bool doDataComp = true;
1416	+	bool MakeTwoThreeJetComparison = true;
1417	+
1418	+
1419		if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
1420	<	float mll_low=40;
1420	>	float mll_low=50;
1421		float mll_hi=160;
1422		if(!PlottingSetup::RestrictToMassPeak) {
1423	<	mll_low=30;
1424	<	mll_hi=180;
1423	>	mll_low=20;
1424	>	mll_hi=320;
1425	>	}
1426	>
1427	>	if(MakeTwoThreeJetComparison) MakeElegantTwoThreeComparisons();
1428	>
1429	>	//ProduceJanPlots();
1430	>	//   ProduceMCSystematicPlots();
1431	>	make_plain_kin_plot("pt",Cut2Str(cutOSSF&&TCut("mll>20&&pfJetGoodNumBtag30>=2")),40,0,200,nolog,"Z p_{T}","PlotForKostas",doPF,true);
1432	>
1433	>	if ( doOFSF ) {
1434	>	make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll");
1435	>
1436	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100",                        7, 3, 10, true, "#(jets)", "njets");
1437	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", "njets_btagVeto");
1438	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30>0",  7, 3, 10, true, "#(jets)", "njets_AtLeastOneBJet30");
1439	>
1440	>	make_OFSF_plots("pfJetGoodNumBtag30", "met[4]>100", 5, 0, 5, true, "#(b-jets)", "nbjets");
1441	>	make_OFSF_plots("pfJetGoodPtBtag[0]", "met[4]>100&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", "ptb1");
1442	>
1443	>	make_OFSF_plots("iso1", "met[4]>100", 20, 0, 0.3, true, "lepton 1 isolation", "iso1");
1444	>	make_OFSF_plots("iso2", "met[4]>100", 20, 0, 0.3, true, "lepton 2 isolation", "iso2");
1445	>	make_OFSF_plots("pt1",  "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1");
1446	>	make_OFSF_plots("pt2",  "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2");
1447	>	make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", 0.15);
1448	>	make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", 0.15);
1449	>	make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", 0.2);
1450	>	make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", 0.2);
1451	>	make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", 0.2);
1452	>	make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", "dphij1met", 0.2);
1453	>	make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", "dphi", 0.2);
1454	>	make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", "dphiMet1", 0.2);
1455	>	make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", "dphiMet2", 0.2);
1456	>	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");
1457	>	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");
1458	>	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");
1459	>	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");
1460	>	}
1461	>
1462	>	if ( doDataComp) {
1463	>	TCut mllCut("");
1464	>	float massmin = 15.;
1465	>	float massmax = 315;
1466	>	int massnbins = 60;
1467	>	/*    if ( !PlottingSetup::openBox ) {
1468	>	mllCut = "mll>70";
1469	>	massmin = 120;
1470	>	massmax = 360;
1471	>	massnbins = 14;
1472	>	}*/
1473	>
1474	>	TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
1475	>
1476	>	make_data_comparison_plot("numVtx", "",40, -0.5, 39.5,-1., true, "N(Vertices)", "numVtx");
1477	>	make_data_comparison_plot("pfJetGoodEta[0]", "",50, -3.0, 3.0,-1., true, "N(Jets)", "pfJetGoodEta0");
1478	>
1479	>
1480	>	make_data_comparison_plot("pfJetGoodNum40", cutOSOF,10, -0.5, 9.5,-1., true, "N(Jets)", "njets_OF");
1481	>	make_data_comparison_plot("met[4]", cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_inclusive");
1482	>	make_data_comparison_plot("met[1]", cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_inclusive");
1483	>	make_data_comparison_plot("met[4]", cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_inclusive");
1484	>	make_data_comparison_plot("met[1]", cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_inclusive");
1485	>
1486	>	make_data_comparison_plot("met[4]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_exclusive");
1487	>	make_data_comparison_plot("met[1]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_exclusive");
1488	>	make_data_comparison_plot("met[4]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_exclusive");
1489	>	make_data_comparison_plot("met[1]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_exclusive");
1490	>
1491	>
1492	>	string basiccutsaved = (const char*)basiccut;
1493	>
1494	>	string newbasiccut=basiccutsaved;
1495	>
1496	>	size_t found;
1497	>	found = newbasiccut.find( "pt2>20" );
1498	>	while (found!=string::npos){
1499	>	newbasiccut.replace( found, string( "pt2>20" ).length(), "pt2>10" );
1500	>	found = newbasiccut.find( "pt2>20" );
1501	>	}
1502	>	basiccut=TCut(newbasiccut.c_str());
1503	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSSF,60, 0., 300.,-1., false, "mll", "mll_SF_Aachen_pt2010_met");
1504	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSOF,60, 0., 300.,-1., false, "mll", "mll_OF_Aachen_pt2010_met");
1505	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_Aachen_pt2010_t1cpfmet");
1506	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_Aachen_pt2010_t1cpfmet");
1507	>	basiccut=TCut(basiccutsaved.c_str());
1508	>
1509	>	make_data_comparison_plot("pfJetGoodNum40", cutOSSF, 8, 0., 8.,-1., true, "#(jets)", "njets_SF");
1510	>	make_data_comparison_plot("pfJetGoodNum40", cutOSOF, 8, 0., 8.,-1., true, "#(jets)", "njets_OF");
1511	>
1512	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_met");
1513	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_met");
1514	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_t1cpfmet");
1515	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_t1cpfmet");
1516	>
1517	>
1518	>	make_data_comparison_plot("mll", cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive");
1519	>	make_data_comparison_plot("mll", cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_ee");
1520	>	make_data_comparison_plot("mll", cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_mm");
1521	>	make_data_comparison_plot("mll", cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_inclusive");
1522	>	make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_ee");
1523	>	make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_mm");
1524	>	make_data_comparison_plot("mll", cutnJets&&cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive");
1525	>	make_data_comparison_plot("mll", cutnJets&&cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_exclusive");
1526	>
1527	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig");
1528	>	make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
1529	>
1530	>	make_data_comparison_plot("mll", TCut("abs(eta1)<1.4&&abs(eta2)<1.4") && cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_central");
1531	>	make_data_comparison_plot("mll", TCut("abs(eta1)<1.4&&abs(eta2)<1.4") && cutOSOF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_central");
1532	>
1533	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
1534	>	make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_btagVeto");
1535	>
1536	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
1537	>	make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_AtLeastOneBJet");
1538	>
1539	>
1540	>	make_data_comparison_plot("mll", mllCut&&cutOSOF&&cutSignal, massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
1541	>	make_data_comparison_plot("mll", cutmass&&cutOSSF&&"met[4]>100&&met[4]<150&&pfJetGoodNum40==2", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_CR");
1542	>	make_data_comparison_plot("mll", cutmass&&cutOSOF&&"met[4]>100&&met[4]<150&&pfJetGoodNum40==2", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_CR");
1543	>
1544	>	make_data_comparison_plot("pfJetGoodNum40", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_SF_sig");
1545	>	make_data_comparison_plot("pfJetGoodNum40", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_OF_sig");
1546	>	make_data_comparison_plot("pfJetGoodNumBtag30", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_SF_sig");
1547	>	make_data_comparison_plot("pfJetGoodNumBtag30", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_OF_sig");
1548	>
1549		}
1550	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
1551	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
1552	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
1553	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
1554	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
1555	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
1556	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
1557	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
1558	<	make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
1559	<	make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
1560	<	make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
1561	<	make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
1562	<	make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
1563	<	make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
1564	<	make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
1565	<	make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
1566	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets",doPF);
1567	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
1568	<	if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
1569	<	stringstream jzbcut;
1570	<	jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
1571	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
1550	>
1551	>
1552	>	if ( doKin ) {
1553	>	string mllCut("");
1554	>
1555	>
1556	>
1557	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_0j",doPF,true);
1558	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_1j",doPF,true);
1559	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_2j",doPF,true);
1560	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_3j",doPF,true);
1561	>
1562	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_0j",doPF,true);
1563	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_1j",doPF,true);
1564	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_2j",doPF,true);
1565	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_3j",doPF,true);
1566	>
1567	>
1568	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&cutnJets),120,0,1200,dolog,"H_{T}","HT_3jets_OF",doPF,true);
1569	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&cutnJets) ,120,0,1200,dolog,"H_{T}","HT_3jets_SF",doPF,true);
1570	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&cutnJets&&TCut("met[4]>100")),120,0,1200,dolog,"H_{T}","HT_3jets_OF_MET100",doPF,true);
1571	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&cutnJets&&TCut("met[4]>100")) ,120,0,1200,dolog,"H_{T}","HT_3jets_SF_MET100",doPF,true);
1572	>
1573	>
1574	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_0j",doPF,true);
1575	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_1j",doPF,true);
1576	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_2j",doPF,true);
1577	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_3j",doPF,true);
1578	>
1579	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_0j",doPF,true);
1580	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_1j",doPF,true);
1581	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_2j",doPF,true);
1582	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_3j",doPF,true);
1583	>
1584	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_SF_20to70",doPF,true);
1585	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_OF_20to70",doPF,true);
1586	>
1587	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_SF_above120",doPF,true);
1588	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_OF_above120",doPF,true);
1589	>
1590	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&TCut("pfJetGoodNum40==2")&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_SF_20to70___2jetsonly",doPF,true);
1591	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("pfJetGoodNum40==2")&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_OF_20to70___2jetsonly",doPF,true);
1592	>
1593	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&TCut("pfJetGoodNum40==2")&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_SF_above120___2jetsonly",doPF,true);
1594	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("pfJetGoodNum40==2")&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_OF_above120___2jetsonly",doPF,true);
1595	>
1596	>
1597	>	make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
1598	>	make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
1599	>	// Plots in signal region
1600	>	make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
1601	>
1602	>
1603	>	make_kin_plot("MetFactor","",20,0,2,nolog,"MetFactor","MetFactor",doPF,true);
1604	>
1605	>	make_ttbar_comparison("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_30to70_2j__ALLMCSAMPLES");
1606	>
1607	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_30to70_0j");
1608	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_30to70_1j");
1609	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_30to70_2j");
1610	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_30to70_3j");
1611	>
1612	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_Z_0j");
1613	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_Z_1j");
1614	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_Z_2j");
1615	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_Z_3j");
1616	>
1617	>
1618	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll");
1619	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==0"),dolog,"m_{ll} [GeV]","kinSys/mll_ee");
1620	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==1"),dolog,"m_{ll} [GeV]","kinSys/mll_mm");
1621	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_osof");
1622	>
1623	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive");
1624	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive_osof");
1625	>
1626	>	DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSSF,dolog,"nJets","kinSys/nJets_ossf");
1627	>	DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSOF,dolog,"nJets","kinSys/nJets_osof");
1628	>
1629	>	DoMCSystPlot("pfJetGoodPt[0]/pfJetGoodPt[1]",45,1,10,cutnJets&&cutOSSF,dolog,"p_{T}^{J1} / p_{T}^{J2}","kinSys/j1j2ratio");
1630	>	DoMCSystPlot("TMath::Abs(pfJetDphiMet[0])",32,0,3.2,cutnJets&&cutOSSF,dolog,"|#Delta#phi(jet1,MET)|","kinSys/dphiJ1MET");
1631	>	DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSSF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_SFZP");
1632	>	DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSOF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_OFZP");
1633	>
1634	>	make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
1635	>	make_kin_plot("mll","mll>20",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
1636	>	make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
1637	>	make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
1638	>
1639	>	make_kin_plot("pfJetGoodNum40",mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
1640	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
1641	>
1642	>	make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_met100",doPF,true);
1643	>	make_kin_plot("mll","mll>20&&met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_met100",doPF,true,true);
1644	>	make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee_met100",doPF,true);
1645	>	make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm_met100",doPF,true);
1646	>
1647	>
1648	>	make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets_met100",doPF);
1649	>	make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof_met100",doPF);
1650	>
1651	>	// Further inclusive invariant mass plots
1652	>	make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
1653	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
1654	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
1655	>	make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
1656	>
1657	>	make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
1658	>	//if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
1659	>
1660	>
1661	>	// Number of jets
1662	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
1663	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
1664	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
1665	>
1666	>	// Others
1667	>	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
1668	>	//  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
1669	>	//  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
1670	>	make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
1671	>	make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
1672	>	make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
1673	>	make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
1674	>	make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
1675	>	//   stringstream jzbcut;
1676	>	//   jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
1677	>	//   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
1678	>	//   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);
1679	>	//   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);
1680	>	//   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);
1681	>	//   stringstream jzbcut2;
1682	>	//   jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
1683	>	//   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
1684	>	//   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);
1685	>	//   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);
1686	>	//   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);
1687	>	//   stringstream jzbcut3;
1688	>	//   jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
1689	>	//   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
1690	>	//   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);
1691	>	//   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);
1692	>	//   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);
1693	>
1694	>	//   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);
1695	>	//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);
1696	>	//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);
1697	>	}
1698	>
1699	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
1700	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
1701	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
1702	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
1703	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
1704	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
1705	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
1706	>
1707	>	make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
1708	>	make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
1709	>
1710	>	switch_overunderflow(false);
1711		}
1712
1713		void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
1714		int nbins, float xmin, float xmax, bool log,
1715		float ymin=0, float ymax=0, bool leftJustified=false ) {
1716	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
1716	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
1717
1718		TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
1719		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__));
1720	<	if(var=="numVtx") cutWeight=TCut("1.0");
1720	>	//if(var=="numVtx") cutWeight=TCut("1.0");
1721		TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
1722		TCut jzbMC[]  = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
1723
1724		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
1725		int nRegions=4;
1726	<	if(!PlottingSetup::RestrictToMassPeak) {
1726	>	if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
1727		nRegions=2;
1728		}
1729
#	Line 408 | Line 1741 | void make_comp_plot( string var, string
1741		TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
1742		ccomp->SetLogy(log);
1743		TH1F *datahisto = allsamples.Draw("datahisto",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
1744	<	TH1F *lm4histo = signalsamples.Draw("lm4histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
1744	>	TH1F *lm3histo  = signalsamples.Draw("lm3histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
1745		THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],  mc,  luminosity);
1746		datahisto->SetMarkerSize(DataMarkerSize);
1747		if (ymax>ymin) datahisto->SetMaximum(ymax);
1748	<	lm4histo->SetLineStyle(2);
1748	>	lm3histo->SetLineStyle(2);
1749		datahisto->Draw("e1");
1750	<	mcstack.Draw("same");
1750	>	mcstack.Draw("histo,same");
1751		datahisto->Draw("same,e1");
1752	<	//      lm4histo->Draw("hist,same");
1752	>	lm3histo->Draw("hist,same");
1753		TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
1754		if ( leftJustified ) {
1755		Float_t w = kinleg->GetX2()-kinleg->GetX1();
1756		kinleg->SetX1(0.2);
1757		kinleg->SetX2(0.2+w);
1758		}
1759	<	//      kinleg->AddEntry(lm4histo,"LM4","l");
1759	>	kinleg->AddEntry(lm3histo,"LM3","l");
1760		kinleg->Draw();
1761		TText* write_variable = write_text(0.99,0.01,var);
1762		write_variable->SetTextAlign(31);
#	Line 432 | Line 1765 | void make_comp_plot( string var, string
1765		CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
1766		delete datahisto;
1767		delete ccomp;
1768	<	delete lm4histo;
1768	>	delete lm3histo;
1769		}
1770		cutWeight=weightbackup;
1771		}
#	Line 442 | Line 1775 | void region_comparison_plots(string mcjz
1775		dout << "Creating comparison plots for signal and control regions" << endl;
1776		// Compare a few quantities in the signal region and all 7 control regions
1777
1778	<	switch_overunderflow(true);  // switching overflow/underflow bins on
1778	>	//  switch_overunderflow(true);  // switching overflow/underflow bins on
1779
1780	<
1780	>	switch_overunderflow(true);
1781		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
1782	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
1782	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
1783		float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
1784		float mll_low=50;float mll_high=170;
1785		if(!PlottingSetup::RestrictToMassPeak) {
1786	<	mll_high=200;
1787	<	mll_low=50;
1786	>	mll_high=300;
1787	>	mll_low=20;
1788		}
1789	<	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
1789	>	make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
1790	>	make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
1791	>
1792	>	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
1793		make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
1794	<	make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
1794	>	make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
1795	>	make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
1796		make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
1797	<	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
1797	>	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
1798		make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
1799		make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
1800	+	make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
1801	+	make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
1802		}
1803
1804		switch_overunderflow(false); // switching overflow/underflow bins off
#	Line 484 | Line 1823 | void signal_bg_comparison()
1823		float simulatedlumi=luminosity;//in pb please - adjust to your likings
1824
1825		TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/DY"));
1826	<	TH1F *JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM4"));
1826	>	TH1F *JZBplotLM4;
1827	>	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"));
1828	>	else JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM3"));
1829		TH1F *JZBplotTtbar = allsamples.Draw("JZBplotTtbar",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("TTJets"));
1830
1831		JZBplotTtbar->SetLineColor(allsamples.GetColor("TTJet"));
#	Line 508 | Line 1849 | void signal_bg_comparison()
1849		TLegend *signal_bg_comparison_leg2 =  make_legend("",0.55,0.75,false);
1850		signal_bg_comparison_leg2->AddEntry(JZBplotZJETs,"Z+Jets","f");
1851		signal_bg_comparison_leg2->AddEntry(JZBplotTtbar,"t#bar{t}","f");
1852	<	signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
1852	>	if(PlottingSetup::RestrictToMassPeak) signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
1853	>	else signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM3","f");
1854		signal_bg_comparison_leg2->Draw();
1855		DrawMCPrelim(simulatedlumi);
1856		CompleteSave(can,"jzb_bg_vs_signal_distribution");
#	Line 655 | Line 1997 | vector<TF1*> do_extended_fit_to_plot(TH1
1997		//      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)
1998		TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
1999		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2000	<	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);
2000	>	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);
2001
2002
2003		TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
#	Line 750 | Line 2092 | if you want to start from scratch (witho
2092		return return_functions;
2093		}
2094
2095	<	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false )
2095	>	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
2096		{
2097	+
2098		bool is_data=false;
2099		bool use_signal=false;
2100		if(use_data==1) is_data=true;
2101		if(use_data==2) use_signal=true;
2102	<	int nbins=50;//100;
2103	<	if(is_data) nbins=50;
2102	>	int nbins=int(high/10);//100;
2103	>	if(is_data) nbins=int(high/10);
2104		float low=0;
2105	<	float hi=500;
2105	>	float hi=high;
2106	>
2107	>	stringstream cutpositiveS;
2108	>	cutpositiveS << "(" << jzb << ">0)";
2109	>	TCut cutpositive(cutpositiveS.str().c_str());
2110	>	stringstream cutnegativeS;
2111	>	cutnegativeS << "(" << jzb << "<0)";
2112	>	TCut cutnegative(cutnegativeS.str().c_str());
2113	>
2114	>
2115		TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
2116	<	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2117	<	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2118	<	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2119	<	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2116	>	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2117	>	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2118	>	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2119	>	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2120	>
2121		blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
2122		blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
2123		blankback->GetXaxis()->CenterTitle();
#	Line 778 | Line 2131 | void do_prediction_plot(string jzb, TCan
2131
2132		TH1F *RcorrJZBeemmNoS;
2133
2134	<	//these are for the ratio
2135	<	TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2136	<	TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2137	<	TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2138	<	TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2134	>	//these are for the ratio
2135	>	TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2136	>	TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2137	>	TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2138	>	TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2139
2140		TH1F *JRcorrJZBSBem;
2141		TH1F *JLcorrJZBSBem;
2142		TH1F *JRcorrJZBSBeemm;
2143		TH1F *JLcorrJZBSBeemm;
2144
2145	<	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);
2145	>	if(use_data==2 || overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,false);
2146
2147
2148	<	if(PlottingSetup::RestrictToMassPeak) {
2149	<	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2150	<	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2151	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2152	<	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2153	<
2148	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2149	>	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2150	>	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2151	>	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2152	>	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2153	>
2154		//these are for the ratio
2155	<	JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2156	<	JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2157	<	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2158	<	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
806	<
2155	>	JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2156	>	JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2157	>	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2158	>	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2159		}
2160
2161		TH1F *lm4RcorrJZBeemm;
2162	<	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"));
2162	>	if(overlay_signal || use_data == 2 || use_data == 1) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,allsamples.FindSample("LM"));
2163
2164		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
2165
#	Line 816 | Line 2168 | void do_prediction_plot(string jzb, TCan
2168
2169		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
2170		TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
2171	<	if(PlottingSetup::RestrictToMassPeak) {
2171	>
2172	>	TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
2173	>	ClearHisto(BpredSys);
2174	>
2175	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2176		Bpred->Add(RcorrJZBem,1.0/3.);
2177		Bpred->Add(LcorrJZBem,-1.0/3.);
2178		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 838 | Line 2194 | void do_prediction_plot(string jzb, TCan
2194		JBpred->Add(JLcorrJZBSBem,-1.0/3.);
2195		JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
2196		JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
2197	+
2198	+	//Systematics:
2199	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertONPEAK*zjetsestimateuncertONPEAK);
2200	+	AddSquared(BpredSys,JRcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
2201	+	AddSquared(BpredSys,JLcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
2202	+	AddSquared(BpredSys,JRcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
2203	+	AddSquared(BpredSys,JLcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
2204	+	AddSquared(BpredSys,JRcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
2205	+	AddSquared(BpredSys,JLcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
2206		} else {
2207		Bpred->Add(RcorrJZBem,1.0);
2208		Bpred->Add(LcorrJZBem,-1.0);
#	Line 847 | Line 2212 | void do_prediction_plot(string jzb, TCan
2212		//these are for the ratio
2213		JBpred->Add(JRcorrJZBem,1.0);
2214		JBpred->Add(JLcorrJZBem,-1.0);
2215	+
2216	+	//Systematics
2217	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertOFFPEAK*zjetsestimateuncertOFFPEAK);
2218	+	AddSquared(BpredSys,JRcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
2219	+	AddSquared(BpredSys,JLcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
2220	+
2221		}
2222
2223	<
2224	<
2223	>	SQRT(BpredSys);
2224	>	BpredSys->Divide(JBpred);
2225	>
2226		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
2227		TH1F *Tpred = (TH1F*)RcorrJZBem->Clone("Bpred");
2228		Tpred->Add(LcorrJZBem,-1.0);
2229	<	if(PlottingSetup::RestrictToMassPeak) {
2229	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2230		Tpred->Add(RcorrJZBSBem,1.0);
2231		Tpred->Add(LcorrJZBSBem,-1.0);
2232		Tpred->Add(RcorrJZBSBeemm,1.0);
#	Line 894 | Line 2266 | void do_prediction_plot(string jzb, TCan
2266		blankback->Draw();
2267		if(use_data==1)
2268		{
2269	+	//Bpred->SetLineWidth(3); //paper style.overruled.
2270	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style.overruled.
2271		analytical_function = do_extended_fit_to_plot(Bpred,Tpred,LcorrJZBeemm,LcorrJZBem,is_data);
2272		kinpad->cd();//necessary because the extended fit function creates its own canvas
2273		RcorrJZBeemm->Draw("e1x0,same");
2274
2275		Bpred->Draw("hist,same");
2276	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
2276	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
2277		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
2278	+	//lm4RcorrJZBeemm->Draw("hist,same");
2279		legBpred->AddEntry(RcorrJZBeemm,"observed","p");
2280		legBpred->AddEntry(Bpred,"predicted","l");
2281	<	legBpred->AddEntry(analytical_function[1],"predicted fit","l");
2282	<	legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
2283	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2281	>	//    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
2282	>	//    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
2283	>	//     legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
2284		legBpred->Draw();
2285		DrawPrelim();
2286
2287		//this plot shows what the prediction is composed of
2288	<	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
2289	<	specialcanv->SetLogy(1);
2290	<	Zjetspred->SetFillColor(kYellow);
2291	<	Zjetspred->SetLineColor(kYellow);
2292	<	TTbarpred->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
2293	<	TTbarpred->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
2288	>	TPad *predcomppad = new TPad("predcomppad","predcomppad",0,0,1,1);
2289	>	float CurrentBpredLineWidth=Bpred->GetLineWidth();
2290	>	Bpred->SetLineWidth(2);
2291	>	predcomppad->cd();
2292	>	predcomppad->SetLogy(1);
2293	>	TH1F *jzbnegative = (TH1F*)LcorrJZBeemm->Clone("jzbnegative");
2294	>	TH1F *sidebandsemu = (TH1F*)Bpred->Clone("sidebandsemu");
2295	>	sidebandsemu->Add(jzbnegative,-1);
2296	>
2297	>	jzbnegative->SetFillColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
2298	>	jzbnegative->SetLineColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
2299	>	sidebandsemu->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
2300	>	sidebandsemu->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
2301	>
2302		THStack predcomposition("predcomposition","prediction composition");
2303	<	predcomposition.Add(TTbarpred);
2304	<	predcomposition.Add(Zjetspred);
2303	>	predcomposition.Add(sidebandsemu);
2304	>	predcomposition.Add(jzbnegative);
2305		blankback->Draw();
2306		RcorrJZBeemm->Draw("e1x0,same");
2307		predcomposition.Draw("histo,same");//
2308		Bpred->Draw("hist,same");
2309	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
2309	>	//    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
2310		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
2311	<	legBpred->Draw();
2311	>	//    lm4RcorrJZBeemm->SetLineColor(kOrange+1);
2312	>	lm4RcorrJZBeemm->SetLineWidth(2);
2313	>	//lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
2314	>	//     lm4RcorrJZBeemm->Draw("histo,same");
2315		DrawPrelim();
2316	<	TLegend *specialleg = new TLegend(0.6,0.4,0.89,0.55);
2317	<	specialleg->SetFillColor(kWhite);specialleg->SetLineColor(kWhite);
2318	<	specialleg->AddEntry(Zjetspred,"Z+Jets prediction","f");
2319	<	specialleg->AddEntry(TTbarpred,"t#bar{t} prediction","f");
2320	<	specialleg->Draw("same");
2321	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionComposition");
2322	<
2323	<	THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
2316	>	TLegend *speciallegBpred = make_legend("",0.45,0.55);
2317	>	//TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
2318	>	speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
2319	>	speciallegBpred->AddEntry(Bpred,"Total background","l");
2320	>	speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
2321	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
2322	>	else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
2323	>	//    speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
2324	>	//     speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2325	>	speciallegBpred->Draw();
2326	>	Save_With_Ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
2327	>	delete predcomppad;
2328	>
2329	>	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
2330	>	specialcanv->SetLogy(1);
2331	>	//    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
2332		blankback->Draw();
2333	<	kostack.Draw("same");
2333	>	//    kostack.Draw("same");
2334	>	predcomposition.Draw("hist");
2335		Bpred->Draw("hist,same");
2336	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
2336	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
2337		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
2338		legBpred->Draw();
2339		DrawPrelim();
2340	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionCompositioninMC");
2340	>	CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
2341	>	Bpred->SetLineWidth((int)CurrentBpredLineWidth);
2342
2343	<	delete specialcanv;
2344	<	delete specialleg;
2343	>
2344	>	//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;
2345	>
2346	>	delete speciallegBpred;
2347		delete Zjetspred;
2348		delete TTbarpred;
2349
#	Line 953 | Line 2351 | void do_prediction_plot(string jzb, TCan
2351		}
2352		if(use_data==0) {
2353		RcorrJZBeemm->Draw("e1x0,same");
2354	+	//Bpred->SetLineWidth(3); // paper style. overruled.
2355		Bpred->Draw("hist,same");
2356		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
2357	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
2358	<	legBpred->AddEntry(Bpred,"MC predicted","l");
2357	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
2358	>	legBpred->AddEntry(Bpred,"MC predicted","l");
2359		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
2360		if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
2361	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2361	>	//     if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2362		legBpred->Draw();
2363		DrawMCPrelim();
2364		Bpredsaveas="Bpred_MC";
#	Line 967 | Line 2366 | void do_prediction_plot(string jzb, TCan
2366		}
2367		if(use_data==2) {
2368		RcorrJZBeemm->Draw("e1x0,same");
2369	+	//Bpred->SetLineWidth(3); // paper style. overruled.
2370		Bpred->Draw("hist,same");
2371		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
2372	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
2372	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
2373		legBpred->AddEntry(Bpred,"MC predicted","l");
2374	<	legBpred2->AddEntry(RcorrJZBeemm,"MC observed","p");
2374	>	legBpred2->AddEntry(RcorrJZBeemm,"MC true","p");
2375		legBpred2->AddEntry(Bpred,"MC predicted","l");
2376		{
2377		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18 --> now only allowed for root >=v5.30
#	Line 982 | Line 2382 | void do_prediction_plot(string jzb, TCan
2382		//      CompleteSave(globalcanvas,"Bpred_MCwithS"); // done below in save_with_ratio
2383		}
2384		{
2385	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style. overruled.
2386	+	//RcorrJZBeemmNoS->SetLineWidth(3); //paper style. overruled.
2387	+	//lm4RcorrJZBeemm->SetLineStyle(2); //paper style. overruled.
2388	+	//RcorrJZBeemmNoS->SetLineStyle(3); //paper style. overruled.
2389	+	//lm4RcorrJZBeemm->SetLineColor(kOrange+1); //paper style. overruled.
2390	+
2391		RcorrJZBeemmNoS->SetLineStyle(2);
2392		legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
2393	<	legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
2393	>	//       legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
2394		legBpred2->Draw();
2395		RcorrJZBeemmNoS->SetLineColor(TColor::GetColor("#61210B"));
2396		RcorrJZBeemmNoS->Draw("histo,same");
#	Line 1000 | Line 2406 | void do_prediction_plot(string jzb, TCan
2406		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
2407		string ytitle("ratio");
2408		if ( use_data==1 ) ytitle = "data/pred";
2409	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
2410	<
2409	>	//save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
2410	>	Save_With_Ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
2411
2412	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1007	<	/// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1008	<	if(!PlottingSetup::RestrictToMassPeak) return;
1009	<	TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
1010	<	Bpredem->Add(RcorrJZBem);
1011	<	Bpredem->Add(LcorrJZBem,-1);
1012	<	TH1F *BpredSBem = (TH1F*)LcorrJZBeemm->Clone("BpredSBem");
1013	<	BpredSBem->Add(RcorrJZBSBem);
1014	<	Bpred->Add(LcorrJZBSBem,-1);
1015	<	TH1F *BpredSBeemm = (TH1F*)LcorrJZBeemm->Clone("BpredSBeemm");
1016	<	BpredSBeemm->Add(RcorrJZBSBeemm);
1017	<	BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1018	<	globalcanvas->cd();
1019	<	globalcanvas->SetLogy(1);
2412	>	delete kinpad;
2413
1021	–	RcorrJZBeemm->SetMarkerStyle(20);
1022	–	RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1023	–	blankback->Draw();
1024	–	RcorrJZBeemm->Draw("e1x0,same");
1025	–	RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1026	–
1027	–	Bpredem->SetLineColor(kRed+1);
1028	–	Bpredem->SetStats(0);
1029	–	Bpredem->Draw("hist,same");
1030	–
1031	–	BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1032	–	BpredSBem->SetLineStyle(2);
1033	–	BpredSBem->Draw("hist,same");
1034	–
1035	–	BpredSBeemm->SetLineColor(kBlue+1);
1036	–	BpredSBeemm->SetLineStyle(3);
1037	–	BpredSBeemm->Draw("hist,same");
1038	–	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
2414
2415	<	TLegend *legBpredc = make_legend("",0.6,0.55);
2416	<	if(use_data==1)
2417	<	{
2418	<	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
2419	<	legBpredc->AddEntry(Bpredem,"OFZP","l");
2420	<	legBpredc->AddEntry(BpredSBem,"OFSB","l");
2421	<	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
2422	<	legBpredc->Draw();
2423	<	CompleteSave(globalcanvas,"Bpred_Data_comparison");
2424	<	}
2425	<	if(use_data==0) {
2426	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
2427	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
2428	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
2429	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
2430	<	legBpredc->Draw();
2431	<	CompleteSave(globalcanvas,"Bpred_MC_comparison");
2432	<	}
2433	<	if(use_data==2) {
2434	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
2435	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
2436	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
2437	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
2438	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2439	<	legBpredc->Draw();
2440	<	CompleteSave(globalcanvas,"Bpred_MCwithS_comparison");
2415	>
2416	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2417	>	// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
2418	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2419	>	TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
2420	>	Bpredem->Add(RcorrJZBem);
2421	>	Bpredem->Add(LcorrJZBem,-1);
2422	>	TH1F *BpredSBem = (TH1F*)LcorrJZBeemm->Clone("BpredSBem");
2423	>	BpredSBem->Add(RcorrJZBSBem);
2424	>	Bpred->Add(LcorrJZBSBem,-1);
2425	>	TH1F *BpredSBeemm = (TH1F*)LcorrJZBeemm->Clone("BpredSBeemm");
2426	>	BpredSBeemm->Add(RcorrJZBSBeemm);
2427	>	BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
2428	>	globalcanvas->cd();
2429	>	globalcanvas->SetLogy(1);
2430	>
2431	>	RcorrJZBeemm->SetMarkerStyle(20);
2432	>	RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
2433	>	blankback->Draw();
2434	>	RcorrJZBeemm->Draw("e1x0,same");
2435	>	RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
2436	>
2437	>	Bpredem->SetLineColor(kRed+1);
2438	>	Bpredem->SetStats(0);
2439	>	Bpredem->Draw("hist,same");
2440	>
2441	>	BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
2442	>	BpredSBem->SetLineStyle(2);
2443	>	BpredSBem->Draw("hist,same");
2444	>
2445	>	BpredSBeemm->SetLineColor(kBlue+1);
2446	>	BpredSBeemm->SetLineStyle(3);
2447	>	BpredSBeemm->Draw("hist,same");
2448	>	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
2449	>
2450	>	TLegend *legBpredc = make_legend("",0.6,0.55);
2451	>	if(use_data==1)
2452	>	{
2453	>	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
2454	>	legBpredc->AddEntry(Bpredem,"OFZP","l");
2455	>	legBpredc->AddEntry(BpredSBem,"OFSB","l");
2456	>	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
2457	>	legBpredc->Draw();
2458	>	CompleteSave(globalcanvas,subdir+"Bpred_Data_comparison");
2459	>	}
2460	>	if(use_data==0) {
2461	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
2462	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
2463	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
2464	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
2465	>	legBpredc->Draw();
2466	>	CompleteSave(globalcanvas,subdir+"Bpred_MC_comparison");
2467	>	}
2468	>	if(use_data==2) {
2469	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
2470	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
2471	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
2472	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
2473	>	//       if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2474	>	legBpredc->Draw();
2475	>	CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
2476	>	}
2477		}
2478	+
2479	+	TFile *f = new TFile("tester.root","RECREATE");
2480	+	RcorrJZBeemm->Write();
2481	+	Bpred->Write();
2482	+	f->Close();
2483	+
2484		delete RcorrJZBeemm;
2485		delete LcorrJZBeemm;
2486		delete RcorrJZBem;
#	Line 1076 | Line 2493 | void do_prediction_plot(string jzb, TCan
2493
2494		delete blankback;
2495
2496	<	if(PlottingSetup::RestrictToMassPeak) {
2496	>	delete BpredSys;
2497	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2498		delete RcorrJZBSBem;
2499		delete LcorrJZBSBem;
2500		delete RcorrJZBSBeemm;
#	Line 1091 | Line 2509 | void do_prediction_plot(string jzb, TCan
2509		}
2510
2511		void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
2512	+	switch_overunderflow(true);
2513		TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
2514	<	do_prediction_plot(datajzb,globalcanvas,DataSigma,jzbHigh ,data,overlay_signal);
2515	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mc,overlay_signal);
2516	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mcwithsignal,overlay_signal);
2517	<	}
1099	<
1100	<	void do_ratio_plot(int is_data,vector<float> binning, string jzb, TCanvas *can, float high=-9999) {
1101	<	bool do_data=0;
1102	<	bool dosignal=0;
1103	<	if(is_data==1) do_data=1;
1104	<	if(is_data==2) dosignal=1;
1105	<	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1106	<	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1107	<	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1108	<	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1109	<
1110	<	TH1F *RcorrJZBSBem;
1111	<	TH1F *LcorrJZBSBem;
1112	<	TH1F *RcorrJZBSBeemm;
1113	<	TH1F *LcorrJZBSbeemm;
1114	<
1115	<	if(PlottingSetup::RestrictToMassPeak) {
1116	<	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1117	<	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1118	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1119	<	LcorrJZBSbeemm = allsamples.Draw("LcorrJZBSbeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1120	<	}
1121	<
1122	<
1123	<
1124	<
1125	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1126	<	TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
1127	<	if(PlottingSetup::RestrictToMassPeak) {
1128	<	Bpred->Add(RcorrJZBem,1.0/3);
1129	<	Bpred->Add(LcorrJZBem,-1.0/3);
1130	<	Bpred->Add(RcorrJZBSBem,1.0/3);
1131	<	Bpred->Add(LcorrJZBSBem,-1.0/3);
1132	<	Bpred->Add(RcorrJZBSBeemm,1.0/3);
1133	<	Bpred->Add(LcorrJZBSbeemm,-1.0/3);
2514	>	do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
2515	>	if ( !PlottingSetup::Approved ) {
2516	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
2517	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
2518		} else {
2519	<	Bpred->Add(RcorrJZBem,1.0);
1136	<	Bpred->Add(LcorrJZBem,-1.0);
2519	>	write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
2520		}
2521	<
2522	<	can->cd();
1140	<	can->SetLogy(0);
1141	<	Bpred->SetLineColor(kRed);
1142	<	Bpred->SetStats(0);
1143	<	if(high>0) Bpred->GetXaxis()->SetRangeUser(0,high);
1144	<	TH1F *JZBratioforfitting=(TH1F*)RcorrJZBeemm->Clone("JZBratioforfitting");
1145	<	JZBratioforfitting->Divide(Bpred);
1146	<	TGraphAsymmErrors *JZBratio = histRatio(RcorrJZBeemm,Bpred,is_data,binning,false);
1147	<
1148	<
1149	<	JZBratio->SetTitle("");
1150	<	JZBratio->GetYaxis()->SetRangeUser(0.0,9.0);
1151	<	//  if(is_data==1) JZBratio->GetXaxis()->SetRangeUser(0,jzbHigh );
1152	<
1153	<	TF1 *pol0 = new TF1("pol0","[0]",0,1000);
1154	<	TF1 *pol0d = new TF1("pol0","[0]",0,1000);
1155	<	//  straightline_fit->SetParameter(0,1);
1156	<	JZBratioforfitting->Fit(pol0,"Q0R","",0,30);
1157	<	pol0d->SetParameter(0,pol0->GetParameter(0));
1158	<
1159	<	JZBratio->GetYaxis()->SetTitle("Observed/Predicted");
1160	<	JZBratio->GetXaxis()->SetTitle("JZB [GeV]");
1161	<	if ( high>0 ) JZBratio->GetXaxis()->SetRangeUser(0.0,high);
1162	<	JZBratio->GetYaxis()->SetNdivisions(519);
1163	<	JZBratio->GetYaxis()->SetRangeUser(0.0,4.0);
1164	<	JZBratio->GetYaxis()->CenterTitle();
1165	<	JZBratio->GetXaxis()->CenterTitle();
1166	<	JZBratio->SetMarkerSize(DataMarkerSize);
1167	<	JZBratio->Draw("AP");
1168	<	/////----------------------------
1169	<	TPaveText *writeresult = new TPaveText(0.15,0.78,0.49,0.91,"blNDC");
1170	<	writeresult->SetFillStyle(4000);
1171	<	writeresult->SetFillColor(kWhite);
1172	<	writeresult->SetTextFont(42);
1173	<	writeresult->SetTextSize(0.03);
1174	<	writeresult->SetTextAlign(12);
1175	<	ostringstream jzb_agreement_data_text;
1176	<	jzb_agreement_data_text<< setprecision(2) << "mean =" << pol0->GetParameter(0) << " #pm " << setprecision(1) <<  pol0->GetParError(0);
1177	<	if(is_data==1) fitresultconstdata=pol0->GetParameter(0);// data
1178	<	if(is_data==0) fitresultconstmc=pol0->GetParameter(0); // monte carlo, no signal
1179	<	/*  if(is_data) writeresult->AddText("Data closure test");
1180	<	else writeresult->AddText("MC closure test");
1181	<	*/
1182	<	writeresult->AddText(jzb_agreement_data_text.str().c_str());
1183	<	//  writeresult->Draw("same");
1184	<	//  pol0d->Draw("same");
1185	<	TF1 *topline =  new TF1("","1.5",0,1000);
1186	<	TF1 *bottomline =  new TF1("","0.5",0,1000);
1187	<	topline->SetLineColor(kBlue);
1188	<	topline->SetLineStyle(2);
1189	<	bottomline->SetLineColor(kBlue);
1190	<	bottomline->SetLineStyle(2);
1191	<	//  topline->Draw("same");
1192	<	//  bottomline->Draw("same");
1193	<	TF1 *oneline = new TF1("","1.0",0,1000);
1194	<	oneline->SetLineColor(kBlue);
1195	<	oneline->SetLineStyle(1);
1196	<	oneline->Draw("same");
1197	<	TLegend *phony_leg = make_legend("ratio",0.6,0.55,false);//this line is just to have the default CMS Preliminary (...) on the canvas as well.
1198	<	if(is_data==1) DrawPrelim();
1199	<	else DrawMCPrelim();
1200	<	TLegend *leg = new TLegend(0.55,0.75,0.89,0.89);
1201	<	leg->SetTextFont(42);
1202	<	leg->SetTextSize(0.04);
1203	<	//   if(is_data==1) leg->SetHeader("Ratio (data)");
1204	<	//   else leg->SetHeader("Ratio (MC)");
1205	<
1206	<	TString MCtitle("MC ");
1207	<	if (is_data==1) MCtitle = "";
1208	<
1209	<	leg->SetFillStyle(4000);
1210	<	leg->SetFillColor(kWhite);
1211	<	leg->SetTextFont(42);
1212	<	//  leg->AddEntry(topline,"+20\% sys envelope","l");
1213	<	leg->AddEntry(JZBratio,MCtitle+"obs / "+MCtitle+"pred","p");
1214	<	leg->AddEntry(oneline,"ratio = 1","l");
1215	<	//  leg->AddEntry(pol0d,"fit in [0,30] GeV","l");
1216	<	//  leg->AddEntry(bottomline,"#pm50% envelope","l");
1217	<
1218	<
1219	<	//leg->Draw("same"); // no longer drawing legend
1220	<
1221	<	if(is_data==1) CompleteSave(can, "jzb_ratio_data");
1222	<	if(is_data==0) CompleteSave(can, "jzb_ratio_mc");
1223	<	if(is_data==2) CompleteSave(can, "jzb_ratio_mc_BandS");//special case, MC with signal!
1224	<
1225	<	delete RcorrJZBeemm;
1226	<	delete LcorrJZBeemm;
1227	<	delete RcorrJZBem;
1228	<	delete LcorrJZBem;
1229	<
1230	<	delete RcorrJZBSBem;
1231	<	delete LcorrJZBSBem;
1232	<	delete RcorrJZBSBeemm;
1233	<	delete LcorrJZBSbeemm;
1234	<	}
1235	<
1236	<	void do_ratio_plots(string mcjzb,string datajzb,vector<float> ratio_binning) {
1237	<	TCanvas *globalc = new TCanvas("globalc","Ratio Plot Canvas");
1238	<	globalc->SetLogy(0);
1239	<
1240	<	do_ratio_plot(mc,ratio_binning,mcjzb,globalc, jzbHigh  );
1241	<	do_ratio_plot(data,ratio_binning,datajzb,globalc, jzbHigh  );
1242	<	do_ratio_plot(mcwithsignal,ratio_binning,mcjzb,globalc, jzbHigh  );
2521	>	delete globalcanvas;
2522	>	switch_overunderflow(false);
2523		}
2524
2525		string give_jzb_expression(float peak, int type) {
#	Line 1326 | Line 2606 | void lepton_comparison_plots() {
2606		eemmlegend->AddEntry(jmmd,"#mu#mu","l");
2607		eemmlegend->Draw();
2608		DrawPrelim();
2609	<	save_with_ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
2609	>	Save_With_Ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
2610
2611		TH1F *zjeed = allsamples.Draw("zjeed",jzbvariablemc,    int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==0)",mc,  luminosity,allsamples.FindSample("/DY"));
2612		TH1F *zjmmd = allsamples.Draw("zjmmd",jzbvariablemc,    int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==1)",mc,  luminosity,allsamples.FindSample("/DY"));
#	Line 1427 | Line 2707 | void draw_pure_jzb_histo(TCut cut,string
2707		datahisto->SetMinimum(0.1);
2708		datahisto->SetMarkerSize(DataMarkerSize);
2709		datahisto->Draw("e1");
2710	<	mcstack.Draw("same");
2710	>	mcstack.Draw("histo,same");
2711		datahisto->Draw("same,e1");
2712
2713		TLegend *leg;
2714	<	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
2715	<	else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
2716	<	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
2717	<	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
2718	<	else {
2719	<	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
2720	<	exit(-1);
2721	<	}
2714	>	if (!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
2715	>	if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
2716	>	else leg = allsamples.allbglegend("Same flavor",datahisto);
2717	>	} else {
2718	>	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
2719	>	else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
2720	>	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
2721	>	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
2722	>	else {
2723	>	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
2724	>	exit(-1);
2725	>	}
2726	>	}
2727		leg->Draw();
2728		string write_cut = decipher_cut(cut,"");
2729		TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
2730		writeline1->SetTextSize(0.035);
2731		writeline1->Draw();
2732	<	save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
2732	>	if(!Contains(savename,"Dibosons")) Save_With_Ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
2733	>	else Save_With_Ratio(datahisto,mcstack,jzbpad->cd(),savename);
2734		TPad *jzbpad2 = new TPad("jzbpad2","jzbpad2",0,0,1,1);
2735		jzbpad2->cd();
2736		jzbpad2->SetLogy(1);
#	Line 1452 | Line 2738 | void draw_pure_jzb_histo(TCut cut,string
2738		datahisto->SetMinimum(0.1);
2739		datahisto->SetMarkerSize(DataMarkerSize);
2740		datahisto->Draw("e1");
2741	<	mcstack.Draw("same");
2741	>	mcstack.Draw("histo,same");
2742		datahisto->Draw("same,e1");
2743		leg->SetHeader("");
2744		leg->Draw();
2745		writeline1->SetTextSize(0.035);
2746		writeline1->Draw();
2747		DrawPrelim();
2748	<	save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
2748	>	if(!Contains(savename,"Dibosons")) Save_With_Ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
2749	>	else Save_With_Ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
2750		datahisto->Delete();
2751		mcstack.Delete();
2752		}
#	Line 1467 | Line 2754 | void draw_pure_jzb_histo(TCut cut,string
2754		Double_t GausR(Double_t *x, Double_t *par) {
2755		return gRandom->Gaus(x[0],par[0]);
2756		}
2757	+
2758	+	void produce_stretched_jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2759	+	TCanvas *dican = new TCanvas("dican","JZB Plots Canvas");
2760	+	float max=jzbHigh ;
2761	+	float min=-120;
2762	+	int nbins=(int)((max-min)/5.0); // we want 5 GeV/bin
2763	+	int coarserbins=int(nbins/2.0);
2764	+	int rebinnedbins=int(nbins/4.0);
2765	+
2766	+	vector<float>binning;vector<float>coarse_binning;vector<float>coarsest_binning;
2767	+	for(int i=0;i<=nbins;i++)binning.push_back(min+i*(max-min)/((float)nbins));
2768	+	for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
2769	+	for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
2770	+
2771	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP",dican,binning);
2772	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP",dican,binning);
2773	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_SFZP",dican,binning);
2774	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
2775	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
2776	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
2777	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
2778	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
2779	+
2780	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
2781	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
2782	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
2783	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
2784	+
2785	+	delete dican;
2786	+	}
2787	+
2788	+
2789	+	void diboson_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2790	+	switch_overunderflow(true);
2791	+	vector<int> SamplesToBeModified = allsamples.FindSampleBySampleName("WW/WZ/ZZ");
2792	+
2793	+	if(SamplesToBeModified.size()==0 || SamplesToBeModified[0]==-1) {
2794	+	write_error(__FUNCTION__,"Could not find any diboson samples - aborting diboson plots");
2795	+	return;
2796	+	}
2797	+
2798	+	float stretchfactor = 100.0;
2799	+	vector<string> labels;
2800	+
2801	+
2802	+	dout << "Going to increase the cross section for diboson samples ... " << endl;
2803	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
2804	+	float origxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
2805	+	(allsamples.collection)[SamplesToBeModified[i]].xs=origxs*stretchfactor;
2806	+	dout << "     Increased xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].filename << " from " << origxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ")" << endl;
2807	+	labels.push_back((allsamples.collection)[SamplesToBeModified[i]].samplename);
2808	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=any2string(int(stretchfactor))+" x "+(allsamples.collection)[SamplesToBeModified[i]].samplename;
2809	+	dout << "         (also renamed it to " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " )" << endl;
2810	+	}
2811	+
2812	+	dout << "Going to produce JZB plots" << endl;
2813	+	produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
2814	+	TCanvas *gloca = new TCanvas("gloca","gloca");
2815	+
2816	+	dout << "Going to produce prediction plots" << endl;
2817	+	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
2818	+	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
2819	+	delete gloca;
2820	+
2821	+	dout << "Going to reset the cross section for diboson samples ... " << endl;
2822	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
2823	+	float Upxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
2824	+	(allsamples.collection)[SamplesToBeModified[i]].xs=(allsamples.collection)[SamplesToBeModified[i]].xs*(1.0/stretchfactor);
2825	+	string Upname=(allsamples.collection)[SamplesToBeModified[i]].samplename;
2826	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=labels[i];
2827	+	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;
2828	+
2829	+	}
2830	+	//   switch_overunderflow(false);
2831	+	}
2832	+
2833	+
2834	+	void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
2835	+	TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
2836	+	jzbpad->cd();
2837	+	jzbpad->SetLogy(1);
2838	+	string xlabel="JZB [GeV]";
2839	+
2840	+	TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
2841	+	datahisto1->SetLineColor(kRed);
2842	+	datahisto1->SetMarkerColor(kRed);
2843	+	TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
2844	+	datahisto2->SetLineColor(kBlue);
2845	+	datahisto2->SetMarkerColor(kBlue);
2846	+
2847	+	datahisto2->SetMarkerSize(DataMarkerSize);
2848	+	datahisto1->DrawNormalized("e1");
2849	+	datahisto2->DrawNormalized("histo,same");
2850	+	datahisto1->DrawNormalized("same,e1");
2851
2852	+	TLegend *leg = make_legend();
2853	+	leg->AddEntry(datahisto1,legentry1.c_str());
2854	+	leg->AddEntry(datahisto2,legentry2.c_str());
2855	+	leg->Draw();
2856	+
2857	+	Save_With_Ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
2858	+
2859	+	datahisto1->Delete();
2860	+	datahisto2->Delete();
2861	+	}
2862	+
2863	+
2864		void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2865	+	switch_overunderflow(true);
2866		TCanvas *can = new TCanvas("can","JZB Plots Canvas");
2867		float max=jzbHigh ;
2868		float min=-120;
#	Line 1481 | Line 2875 | void jzb_plots(string mcjzb, string data
2875		for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
2876		for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
2877
2878	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2879	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2880	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2881	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2882	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2883	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2884	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2885	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2886	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2878	>	if ( !PlottingSetup::Approved ) {
2879	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2880	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2881	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2882	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2883	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2884	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2885	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2886	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2887	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2888	>	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);
2889	>	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);
2890	>	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);
2891	>
2892	>	}
2893
2894		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
2895	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2896	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2897	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2898	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2899	<
2900	<	//  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarsest",can,coarsest_binning);
2901	<	//  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarsest",can,coarsest_binning);
2902	<	//  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1503	<	//  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarsest",can,coarsest_binning);
1504	<	//  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarsest",can,coarsest_binning);
2895	>	if ( !PlottingSetup::Approved ) {
2896	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2897	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2898	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2899	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2900	>	}
2901	>	delete can;
2902	>	switch_overunderflow(false);
2903		}
2904
2905
#	Line 1551 | Line 2949 | void compute_MC_yields(string mcjzb,vect
2949		TCanvas *yica = new TCanvas("yica","yield canvas");
2950
2951		int nRegions=4;
2952	<	if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
2952	>	if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
2953		string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
2954		string posneg[] = {"pos","neg"};
2955		TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
2956
2957	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
2957	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
2958		TCut jzbMC[]  = { give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos"), give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg") };
2959		dout << "_________________________________________________________" << endl;
2960		dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
2961	<	for(int isample=0;isample<(allsamples.collection).size();isample++) {
2961	>	for(int isample=0;isample<(int)(allsamples.collection).size();isample++) {
2962		if(!(allsamples.collection)[isample].is_data) dout << (allsamples.collection)[isample].samplename << "  &  ";
2963		else dout << "Sample & ";
2964		for(int iregion=0;iregion<nRegions;iregion++) {
#	Line 1819 | Line 3217 | void draw_ttbar_and_zjets_shape_for_one_
3217
3218		void draw_ttbar_and_zjets_shape(string mcjzb, string datajzb) {
3219		int all_leptons=-1;
1822	–	int electrons_only=0;
1823	–	int mu_only=1;
1824	–	int twojetswith50gev=1;
3220		int threejetswith30gev=0;
3221		/*
3222	+	int twojetswith50gev=1;
3223	+	int electrons_only=0;
3224	+	int mu_only=1;
3225	+
3226		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,twojetswith50gev);
3227		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev);
3228
#	Line 1837 | Line 3236 | void draw_ttbar_and_zjets_shape(string m
3236		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
3237		}
3238
3239	<	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
1841	<	//first: colorful plots
3239	>	float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
3240		TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
3241		cancorr->SetLogz();
3242		cancorr->SetRightMargin(0.13);
3243	<	flag_this_change(__FUNCTION__,__LINE__,false);//PlottingSetup::RestrictToMassPeak
3244	<	TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)");
3243	>	TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
3244	>
3245	>	if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
3246		TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
3247	<	(allsamples.collection)[allsamples.FindSample("Data")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotd",zptforresponsepresentation);
3247	>	niceresponseplotd->Sumw2();
3248	>	TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
3249	>	vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
3250	>	for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
3251	>	if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
3252	>	if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
3253	>
3254	>	dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
3255	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
3256	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
3257	>	}
3258	>	niceresponseplotd->Add(emuResponse,-1);
3259	>
3260		niceresponseplotd->SetStats(0);
3261		niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
3262		niceresponseplotd->GetYaxis()->SetTitle("Response");
#	Line 1853 | Line 3264 | void find_correction_factors(string &jzb
3264		niceresponseplotd->GetYaxis()->CenterTitle();
3265		niceresponseplotd->Draw("COLZ");
3266		TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
3267	+	profd->Rebin(2);
3268		profd->SetMarkerSize(DataMarkerSize);
3269	<	profd->Fit("pol0","","same,e1",30,400);
3269	>	profd->Fit("pol0","","same,e1",100,400);
3270		DrawPrelim();
3271	<	TText* title = write_text(0.5,0.7,"Data");
3271	>	string stitle="Data";
3272	>	if(!Contains(FindKeyword,"Data")) stitle="MC";
3273	>	TText* title = write_text(0.5,0.7,stitle.c_str());
3274		title->SetTextAlign(12);
3275		title->Draw();
3276		TF1 *datapol=(TF1*)profd->GetFunction("pol0");
3277	<	float datacorrection=datapol->GetParameter(0);
3278	<	stringstream dataresstring;
3279	<	dataresstring<<"Response: "<<std::setprecision(2)<<100*datacorrection<<" %";
3280	<	TText* restitle = write_text(0.5,0.65,dataresstring.str());
3277	>	float correction=datapol->GetParameter(0);
3278	>	stringstream resstring;
3279	>	resstring<<"Response: "<<std::setprecision(2)<<100*correction<<" %";
3280	>	TText* restitle = write_text(0.5,0.65,resstring.str());
3281		restitle->SetTextAlign(12);
3282		restitle->SetTextSize(0.03);
3283		restitle->Draw();
3284	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_Data");
3285	<
3286	<	TH2F *niceresponseplotm = new TH2F("niceresponseplotm","",100,0,600,100,0,5);
3287	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotm",zptforresponsepresentation);
3288	<	niceresponseplotm->SetStats(0);
3289	<	niceresponseplotm->GetXaxis()->SetTitle("Z p_{T} [GeV]");
3290	<	niceresponseplotm->GetYaxis()->SetTitle("Response");
3291	<	niceresponseplotm->GetXaxis()->CenterTitle();
1878	<	niceresponseplotm->GetYaxis()->CenterTitle();
1879	<	niceresponseplotm->Draw("COLZ");
1880	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt",zptforresponsepresentation,"PROF,same");
1881	<	TProfile * profm = (TProfile*)niceresponseplotm->ProfileX();
1882	<	profm->SetMarkerSize(DataMarkerSize);
1883	<	profm->Fit("pol0","","same,e1",30,400);
1884	<	DrawMCPrelim();
1885	<	title = write_text(0.5,0.7,"MC simulation");
1886	<	title->SetTextAlign(12);
1887	<	title->Draw();
1888	<	TF1 *mcpol=(TF1*)profm->GetFunction("pol0");
1889	<	float mccorrection=mcpol->GetParameter(0);
1890	<	stringstream mcresstring;
1891	<	mcresstring<<"Response: "<<std::setprecision(2)<<100*mccorrection<<" %";
1892	<	TText* mcrestitle = write_text(0.5,0.65,mcresstring.str());
1893	<	mcrestitle->SetTextAlign(12);
1894	<	mcrestitle->SetTextSize(0.03);
1895	<	mcrestitle->Draw();
1896	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_MC");
3284	>	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
3285	>	delete cancorr;
3286	>	delete niceresponseplotd;
3287	>	delete profd;
3288	>	return correction;
3289	>	}
3290	>
3291	>	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
3292
3293	+	dout << "Computing response corrections: " << endl;
3294	+	//Step 1 : Get results
3295	+	float datacorrection=find_one_correction_factor("Data",true,"","Data");
3296	+	float mccorrection=find_one_correction_factor("DY",false,"","MC");
3297	+
3298	+	float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
3299	+	float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
3300	+
3301	+	float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
3302	+	float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
3303	+
3304	+	cout << "Corrections : " << endl;
3305	+	cout << "   Data : " << datacorrection << endl;
3306	+	cout << "     ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
3307	+	cout << "   MC : " << mccorrection << endl;
3308	+	cout << "     ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
3309
3310	<	//Step 2: Getting the result
1900	<	//  TCut zptcutforresponse("pt>30&&pt<300&&TMath::Abs(91.2-mll)<20&&id1==id2&&(ch1*ch2<0)");
3310	>	//Step 2: Processing the result and making it into something useful :-)
3311		stringstream jzbvardatas;
3312	<	if(datacorrection>1) jzbvardatas<<"(jzb[1]-"<<datacorrection-1<<"*pt)";
3313	<	if(datacorrection<1) jzbvardatas<<"(jzb[1]+"<<1-datacorrection<<"*pt)";
3312	>	jzbvardatas << "(";
3313	>
3314	>	if(dataEEcorrection>=1) jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]-" << dataEEcorrection-1 << "*pt))";
3315	>	if(dataEEcorrection<1)  jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-dataEEcorrection << "*pt))";
3316	>
3317	>	if(dataMMcorrection>=1) jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]-" << dataMMcorrection-1 << "*pt))";
3318	>	if(dataMMcorrection<1)  jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-dataMMcorrection << "*pt))";
3319	>
3320	>	float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
3321	>
3322	>	if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)*(jzb[1]-" << datacorrection-1 << "*pt))";
3323	>	if(datacorrection<1) jzbvardatas<<"+((id1!=id2)*(jzb[1]+" << 1-datacorrection << "*pt))";
3324	>
3325	>	jzbvardatas << ")";
3326		jzbvardata=jzbvardatas.str();
3327	+
3328		stringstream jzbvarmcs;
3329	<	if(mccorrection>1) jzbvarmcs<<"(jzb[1]-"<<mccorrection-1<<"*pt)";
3330	<	if(mccorrection<1) jzbvarmcs<<"(jzb[1]+"<<1-mccorrection<<"*pt)";
3329	>	jzbvarmcs << "(";
3330	>
3331	>	if(mcEEcorrection>=1) jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]-" << mcEEcorrection-1 << "*pt))";
3332	>	if(mcEEcorrection<1)  jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-mcEEcorrection << "*pt))";
3333	>
3334	>	if(mcMMcorrection>=1) jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]-" << mcMMcorrection-1 << "*pt))";
3335	>	if(mcMMcorrection<1)  jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-mcMMcorrection << "*pt))";
3336	>
3337	>	float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
3338	>
3339	>	if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]-" << mccorrection-1 << "*pt))";
3340	>	if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]+" << 1-mccorrection << "*pt))";
3341	>
3342	>	jzbvarmcs << ")";
3343		jzbvarmc=jzbvarmcs.str();
3344	+
3345		dout << "JZB Z pt correction summary : " << endl;
3346		dout << "  Data: The response is " << datacorrection << "  --> jzb variable is now : " << jzbvardata << endl;
3347		dout << "  MC  : The response is " << mccorrection << "  --> jzb variable is now : " << jzbvarmc << endl;
3348	+
3349		}
3350
3351		void pick_up_events(string cut) {
#	Line 1916 | Line 3353 | void pick_up_events(string cut) {
3353		allsamples.PickUpEvents(cut);
3354		}
3355
3356	<	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError) {
3356	>	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
3357		dout << "Saving configuration template!" << endl;
3358		ofstream configfile;
3359		configfile.open("../DistributedModelCalculations/last_configuration.C");
#	Line 1936 | Line 3373 | void save_template(string mcjzb, string
3373		configfile<<"string datajzb=\"datajzb_ERROR\";\n";
3374		configfile<<"string mcjzb=\"mcjzb_ERROR\";\n";
3375		configfile<<"vector<float>jzb_cuts;\n";
3376	+	configfile<<"vector<float>jzb_shape_limit_bins;\n";
3377		configfile<<"float MCPeakError=-999;\n";
3378	+	configfile<<"float DataPeakError=-999;\n";
3379		configfile<<"}\n\n";
3380
3381		configfile<<"void read_config() {\n";
3382		configfile<<"datajzb=\""<<datajzb<<"\";\n";
3383		configfile<<"mcjzb=\""<<mcjzb<<"\";\n\n";
3384	<	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n\n";
3385	<	for(int i=0;i<jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3384	>	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n";
3385	>	configfile<<"DataPeakError="<<DataPeakError<<";\n\n";
3386	>	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";
3387	>	configfile<<"\n\n";
3388	>	for(int i=0;i<(int)Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3389	>	for(int i=0;i<(int)Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3390	>	for(int i=0;i<(int)Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3391		configfile<<"\n\n";
3392	<	for(int i=0;i<Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3393	<	for(int i=0;i<Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3394	<	for(int i=0;i<Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3392	>	for(int i=0;i<(int)flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3393	>	for(int i=0;i<(int)flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3394	>	for(int i=0;i<(int)flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3395	>	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";
3396		configfile<<"\n\n";
1952	–	for(int i=0;i<flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1953	–	for(int i=0;i<flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1954	–	for(int i=0;i<flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
3397		configfile<<"\n\n";
3398		configfile<<"luminosity="<<luminosity<<";\n";
3399		configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
3400	+	configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
3401
3402		configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
3403
#	Line 1977 | Line 3420 | void draw_all_ttbar_histos(TCanvas *can,
3420		float max=histos[0]->GetMaximum();
3421		if(manualmin>=0) min=manualmin;
3422		else {
3423	<	for(int i=1;i<histos.size();i++) {
3423	>	for(int i=1;i<(int)histos.size();i++) {
3424		float curmin=get_nonzero_minimum(histos[i]);
3425		float curmax=histos[i]->GetMaximum();
3426		if(curmin<min) min=curmin;
#	Line 1988 | Line 3431 | void draw_all_ttbar_histos(TCanvas *can,
3431		histos[0]->Draw(drawoption.c_str());
3432		stringstream drawopt;
3433		drawopt << drawoption << ",same";
3434	<	for(int i=1;i<histos.size();i++) {
3434	>	for(int i=1;i<(int)histos.size();i++) {
3435		histos[i]->Draw(drawopt.str().c_str());
3436		}
3437		}
#	Line 1997 | Line 3440 | void ttbar_sidebands_comparison(string m
3440		//in the case of the on peak analysis, we compare the 3 control regions to the real value
3441		//in the case of the OFF peak analysis, we compare our control region to the real value
3442		TCut weightbackup=cutWeight;
3443	<	cutWeight="1.0";
3444	<	float simulatedlumi = luminosity; //in pb please - adjust to your likings
3443	>	switch_overunderflow(true);
3444	>
3445	>	bool doPURW=false;
3446
3447	+
3448	+	if(!doPURW) {
3449	+	dout << "Not doing PU reweighting for ttbar closure test" << endl;
3450	+	cutWeight="1.0";
3451	+	// Do it without PU re-weighting
3452	+	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3453	+	stringstream resultsNoPU;
3454	+	stringstream noPUdatajzb;
3455	+	stringstream noPUmcjzb;
3456	+
3457	+	stringstream mcjzbnoPU;
3458	+	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
3459	+	mcjzb = noPUmcjzb.str();
3460	+	}
3461
3462	<	TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3463	<	TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3462	>
3463	>	float simulatedlumi = luminosity; //in pb please - adjust to your likings
3464	>
3465	>	TH1F *TZem  = systsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
3466	>	TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
3467		TH1F *TSem;
3468		TH1F *nTSem;
3469	<	TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3470	<	TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3469	>	TH1F *TZeemm  = systsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
3470	>	TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
3471		TH1F *TSeemm;
3472		TH1F *nTSeemm;
3473
3474	<	if(PlottingSetup::RestrictToMassPeak) {
3475	<	TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3476	<	nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3477	<	TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3478	<	nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3474	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3475	>	TSem    = systsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
3476	>	nTSem   = systsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
3477	>	TSeemm  = systsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
3478	>	nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
3479		}
3480
3481		TCanvas *tcan = new TCanvas("tcan","tcan");
2021	–
3482		tcan->SetLogy(1);
3483
3484		TZeemm->SetLineColor(kBlack);
#	Line 2027 | Line 3487 | void ttbar_sidebands_comparison(string m
3487		TZem->SetMarkerColor(kRed);
3488
3489
3490	<	if(PlottingSetup::RestrictToMassPeak) {
3490	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3491		TSem->SetLineColor(TColor::GetColor("#00A616"));
3492		TSeemm->SetLineColor(kMagenta+2);
3493		TSem->SetMarkerColor(TColor::GetColor("#00A616"));
#	Line 2037 | Line 3497 | void ttbar_sidebands_comparison(string m
3497		}
3498
3499		vector<TH1F*> histos;
3500	+	TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
3501	+	TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
3502		histos.push_back(TZem);
3503		histos.push_back(TZeemm);
3504	<	if(PlottingSetup::RestrictToMassPeak) {
3504	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3505	>	TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
3506	>	TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
3507		histos.push_back(TSem);
3508		histos.push_back(TSeemm);
3509		}
3510	<	draw_all_ttbar_histos(tcan,histos,"histo",0.04);
3510	>	draw_all_ttbar_histos(tcan,histos,"histo",8);
3511
3512		TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
3513		leg->AddEntry(TZeemm,"SFZP","l");
3514		leg->AddEntry(TZem,"OFZP","l");
3515	<	if(PlottingSetup::RestrictToMassPeak) {
3515	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3516		leg->AddEntry(TSeemm,"SFSB","l");
3517		leg->AddEntry(TSem,"OFSB","l");
3518		}
#	Line 2058 | Line 3522 | void ttbar_sidebands_comparison(string m
3522
3523		TH1F *TZemcopy = (TH1F*)TZem->Clone("TZemcopy");
3524		TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
3525	<	TH1F *TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
3526	<	TH1F *TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
3525	>	TH1F *TSeemmcopy;
3526	>	TH1F *TSemcopy;
3527	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3528	>	TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
3529	>	TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
3530	>	}
3531
3532		TZem->Divide(TZeemm);
3533		TZem->SetMarkerStyle(21);
3534	<	if(PlottingSetup::RestrictToMassPeak) {
3534	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3535		TSem->Divide(TZeemm);
3536		TSeemm->Divide(TZeemm);
3537		TSem->SetMarkerStyle(24);
3538		TSeemm->SetMarkerStyle(32);
3539	<	}
3539	>	}
3540
3541		tcan->SetLogy(0);
3542		TZem->GetYaxis()->SetRangeUser(0,2.5);
3543		TZem->GetYaxis()->SetTitle("ratio");
3544		TZem->Draw();
3545	<	if(PlottingSetup::RestrictToMassPeak) {
3545	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3546		TSem->Draw("same");
3547		TSeemm->Draw("same");
3548		}
3549
3550	<	float linepos=0.25;
3551	<	if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
3550	>	float linepos=emuncertONPEAK;
3551	>	if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
3552	>
3553		TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
3554		TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
3555		TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
3556
3557	+	/*write_warning(__FUNCTION__,"These two lines are to be removed!");
3558	+	TLine *topalt = new TLine(binning[0],1.0+0.1,binning[binning.size()-1],1.0+0.1);
3559	+	TLine *bottomalt = new TLine(binning[0],1.0-0.1,binning[binning.size()-1],1.0-0.1);
3560	+	topalt->SetLineColor(kRed);topalt->SetLineStyle(3);
3561	+	bottomalt->SetLineColor(kRed);bottomalt->SetLineStyle(3);
3562	+	topalt->Draw("same");bottomalt->Draw("same");*/
3563	+
3564	+
3565		top->SetLineColor(kBlue);top->SetLineStyle(2);
3566		bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
3567		center->SetLineColor(kBlue);
#	Line 2095 | Line 3572 | void ttbar_sidebands_comparison(string m
3572
3573		TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
3574		leg2->AddEntry(TZem,"OFZP / SFZP","ple");
3575	<	if(PlottingSetup::RestrictToMassPeak) {
3575	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3576		leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
3577		leg2->AddEntry(TSem,"OFSB / SFZP","ple");
3578		}
#	Line 2108 | Line 3585 | void ttbar_sidebands_comparison(string m
3585		DrawMCPrelim(simulatedlumi);
3586		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
3587
3588	+
3589	+	if (0) { // Turn this off: we don't need this
3590
3591	+	///-------------- second part: only look at the quantity we actually care about!
3592	+	TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
3593	+	TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
3594	+	rightsfzp->Add(leftsfzp,-1);
3595	+	TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
3596	+	TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
3597	+	rightofzp->Add(leftofzp,-1);
3598	+	TH1F *leftofsb;
3599	+	TH1F *rightofsb;
3600	+	TH1F *leftsfsb;
3601	+	TH1F *rightsfsb;
3602	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3603	+	leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
3604	+	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
3605	+	rightofsb->Add(leftofsb,-1);
3606	+	leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
3607	+	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
3608	+	rightsfsb->Add(leftsfsb,-1);
3609	+	}
3610
3611	<	///-------------- second part: only look at the quantity we actually care about!
3612	<	TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
3613	<	TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
3614	<	rightsfzp->Add(leftsfzp,-1);
3615	<	TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
3616	<	TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
3617	<	rightofzp->Add(leftofzp,-1);
3618	<	TH1F *leftofsb;
3619	<	TH1F *rightofsb;
3620	<	TH1F *leftsfsb;
2123	<	TH1F *rightsfsb;
2124	<	if(PlottingSetup::RestrictToMassPeak) {
2125	<	leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2126	<	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2127	<	rightofsb->Add(leftofsb,-1);
2128	<	leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2129	<	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2130	<	rightsfsb->Add(leftsfsb,-1);
2131	<	}
3611	>	tcan->SetLogy(1);
3612	>	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
3613	>	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
3614	>	rightsfzp->Draw("histo");
3615	>	rightofzp->Draw("histo,same");
3616	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3617	>	rightofsb->Draw("histo,same");
3618	>	rightsfsb->Draw("histo,same");
3619	>	}
3620	>	DrawMCPrelim(simulatedlumi);
3621
3622	<	tcan->SetLogy(1);
3623	<	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
3624	<	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
3625	<	rightsfzp->Draw("histo");
3626	<	rightofzp->Draw("histo,same");
3627	<	if(PlottingSetup::RestrictToMassPeak) {
3628	<	rightofsb->Draw("histo,same");
3629	<	rightsfsb->Draw("histo,same");
2141	<	}
2142	<	DrawMCPrelim(simulatedlumi);
3622	>	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
3623	>	legA->AddEntry(rightsfzp,"SFZP","l");
3624	>	legA->AddEntry(rightofzp,"OFZP","l");
3625	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3626	>	legA->AddEntry(rightofsb,"SFSB","l");
3627	>	legA->AddEntry(rightsfsb,"OFSB","l");
3628	>	}
3629	>	legA->Draw();
3630
3631	<	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2145	<	legA->AddEntry(rightsfzp,"SFZP","l");
2146	<	legA->AddEntry(rightofzp,"OFZP","l");
2147	<	if(PlottingSetup::RestrictToMassPeak) {
2148	<	legA->AddEntry(rightofsb,"SFSB","l");
2149	<	legA->AddEntry(rightsfsb,"OFSB","l");
2150	<	}
2151	<	legA->Draw();
3631	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
3632
3633	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
3633	>	tcan->SetLogy(0);
3634	>	rightofzp->Divide(rightsfzp);
3635	>	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
3636	>	rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
3637	>	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
3638	>	rightofzp->Draw();
3639	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3640	>	rightofsb->Divide(rightsfzp);
3641	>	rightsfsb->Divide(rightsfzp);
3642	>	rightofsb->Draw("same");
3643	>	rightsfsb->Draw("same");
3644	>	}
3645
3646	<	tcan->SetLogy(0);
3647	<	rightofzp->Divide(rightsfzp);
3648	<	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
3649	<	rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
3650	<	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
3651	<	rightofzp->Draw();
3652	<	if(PlottingSetup::RestrictToMassPeak) {
3653	<	rightofsb->Divide(rightsfzp);
3654	<	rightsfsb->Divide(rightsfzp);
3655	<	rightofsb->Draw("same");
3656	<	rightsfsb->Draw("same");
3657	<	}
3658	<
3659	<	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
3660	<	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
3661	<	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
3662	<
3663	<	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
3664	<	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
3665	<	center2->SetLineColor(kBlue);
3666	<
3667	<	top2->Draw("same");
3668	<	center2->Draw("same");
3669	<	bottom2->Draw("same");
3670	<
3671	<	rightofzp->SetMarkerStyle(21);
3672	<	if(PlottingSetup::RestrictToMassPeak) {
2182	<	rightofsb->SetMarkerStyle(24);
2183	<	rightsfsb->SetMarkerStyle(32);
2184	<	}
2185	<
2186	<	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2187	<	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2188	<	if(PlottingSetup::RestrictToMassPeak) {
2189	<	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2190	<	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2191	<	}
2192	<	leg3->AddEntry(bottom,"syst. envelope","l");
2193	<	leg3->SetX1(0.25);leg3->SetX2(0.6);
2194	<	leg3->SetY1(0.65);
3646	>	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
3647	>	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
3648	>	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
3649	>
3650	>	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
3651	>	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
3652	>	center2->SetLineColor(kBlue);
3653	>
3654	>	top2->Draw("same");
3655	>	center2->Draw("same");
3656	>	bottom2->Draw("same");
3657	>
3658	>	rightofzp->SetMarkerStyle(21);
3659	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3660	>	rightofsb->SetMarkerStyle(24);
3661	>	rightsfsb->SetMarkerStyle(32);
3662	>	}
3663	>
3664	>	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
3665	>	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
3666	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3667	>	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
3668	>	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
3669	>	}
3670	>	leg3->AddEntry(bottom,"syst. envelope","l");
3671	>	leg3->SetX1(0.25);leg3->SetX2(0.6);
3672	>	leg3->SetY1(0.65);
3673
3674	<	leg3->Draw("same");
3674	>	leg3->Draw("same");
3675
3676	<	DrawMCPrelim(simulatedlumi);
3677	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
3676	>	DrawMCPrelim(simulatedlumi);
3677	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
3678	>
3679	>	}
3680
3681		delete TZem;
3682		delete nTZem;
3683		delete TZeemm;
3684		delete nTZeemm;
3685	<	if(PlottingSetup::RestrictToMassPeak) {
3685	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3686		delete TSem;
3687		delete nTSem;
3688		delete TSeemm;
#	Line 2211 | Line 3691 | void ttbar_sidebands_comparison(string m
3691
3692		delete tcan;
3693		cutWeight=weightbackup;
3694	+	switch_overunderflow(false);
3695		}
3696
3697		void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
3698		vector<float> nicer_binning;
3699	<	nicer_binning.push_back(-125);
3699	>
3700	>	/*  nicer_binning.push_back(-400);
3701	>	nicer_binning.push_back(-250);
3702	>	nicer_binning.push_back(-200);
3703	>	nicer_binning.push_back(-150);
3704	>	nicer_binning.push_back(-100);
3705	>	nicer_binning.push_back(-50);
3706	>	nicer_binning.push_back(-20);
3707	>
3708	>	nicer_binning.push_back(0);
3709	>	nicer_binning.push_back(20);
3710	>	nicer_binning.push_back(50);
3711	>	nicer_binning.push_back(100);
3712	>	nicer_binning.push_back(150);
3713	>	nicer_binning.push_back(200);
3714	>	nicer_binning.push_back(250);
3715	>	nicer_binning.push_back(400);*/
3716	>
3717		nicer_binning.push_back(-100);
2220	–	nicer_binning.push_back(-75);
3718		nicer_binning.push_back(-50);
3719		nicer_binning.push_back(-25);
3720		nicer_binning.push_back(0);
#	Line 2227 | Line 3724 | void ttbar_sidebands_comparison(string m
3724		nicer_binning.push_back(100);
3725		nicer_binning.push_back(125);
3726		nicer_binning.push_back(150);
3727	<	nicer_binning.push_back(175);
3727	>	//nicer_binning.push_back(175);
3728		nicer_binning.push_back(200);
3729	<	nicer_binning.push_back(230);
3730	<	nicer_binning.push_back(280);
3731	<	nicer_binning.push_back(400);
3729	>	//  nicer_binning.push_back(250);
3730	>	//  nicer_binning.push_back(300);
3731	>	//  nicer_binning.push_back(400);
3732	>
3733		ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
3734		}
3735
3736
3737	<	void zjets_prediction_comparison() {
3738	<	// Do it without PU re-weighting
3739	<	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3740	<	stringstream resultsNoPU;
3741	<
3742	<	stringstream mcjzbnoPU;
3743	<	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,false);
3744	<	if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
3745	<	else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
3737	>	void zjets_prediction_comparison(string mcjzbWithPUa, TCut massregioncut, string massregionname) {
3738	>	cout << "****************************************************************************************************************************************************************" << endl;
3739	>	TCanvas *zcan = new TCanvas("zcan","zcan");
3740	>	//  zcan->SetLogy(1);
3741	>	TCut weightbackup=cutWeight;
3742	>
3743	>	bool UsePURW=true;
3744	>
3745	>
3746	>	string mcjzb;
3747	>	if(UsePURW) {
3748	>	mcjzb=mcjzbWithPUa;
3749	>	cout << "Using PURW peak positions" << endl;
3750	>	} else {
3751	>	// Do it without PU re-weighting
3752	>	cutWeight="1.0";
3753	>	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3754	>	stringstream resultsNoPU;
3755	>	stringstream noPUdatajzb;
3756	>	stringstream noPUmcjzb;
3757	>
3758	>	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
3759	>	dout << "The peak corrected JZB expression for MC without pileup is : " <<  noPUmcjzb.str() << endl;
3760	>
3761	>	mcjzb = noPUmcjzb.str();
3762	>
3763	>	}
3764
3765	<	string mcjzb = mcjzbnoPU.str();
3766	<	dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzb << endl;
3765	>
3766	>	vector<float> binning;
3767	>	binning.push_back(0);
3768	>	binning.push_back(10);
3769	>	binning.push_back(20);
3770	>	binning.push_back(40);
3771	>	binning.push_back(60);
3772	>	//   binning.push_back(50);
3773	>	//   binning.push_back(60);
3774	>	//   binning.push_back(70);
3775	>	//   binning.push_back(80);
3776	>	//   binning.push_back(90);
3777	>	binning.push_back(100);
3778
2252	–	TCut weightbackup=cutWeight;
2253	–	cutWeight="1.0";
2254	–	float sbg_min=0.;
2255	–	float sbg_max=100.;
2256	–	int sbg_nbins=5;
3779		float simulatedlumi = luminosity;//in pb please - adjust to your likings
3780
3781		TCut kPos((mcjzb+">0").c_str());
3782		TCut kNeg((mcjzb+"<0").c_str());
3783		string var( "abs("+mcjzb+")" );
3784	+
3785	+	TCut notTau("abs(genMID1)!=15");
3786	+	TCut ee_mm_tautau("mll>0");
3787	+
3788
3789	<	TCut kcut(cutmass&&cutOSSF&&"pfJetGoodNum>2");
3790	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
3791	<	kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2266	<	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
2267	<	kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3789	>	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3790	>	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3791	>
3792		hJZBpos->SetLineColor(kBlack);
3793		hJZBneg->SetLineColor(kRed);
3794
3795	<	Int_t nbins = 5;
2272	<	Float_t xmax = 100.;
2273	<
2274	<
2275	<	TCanvas *zcan = new TCanvas("zcan","zcan");
2276	<	zcan->SetLogy(1);
2277	<
3795	>	hJZBpos->SetMinimum(1.0);
3796		hJZBpos->Draw("e1");
3797		hJZBneg->Draw("same,hist");
3798		hJZBpos->Draw("same,e1"); // So it's on top...
3799
3800	<	TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
3800	>	TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
3801		leg->AddEntry(hJZBpos,"Observed","pe");
3802		leg->AddEntry(hJZBneg,"Predicted","l");
3803		leg->Draw("same");
3804		DrawMCPrelim(simulatedlumi);
3805	<	CompleteSave(zcan,"Systematics/zjets_prediction");
3805	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction"+any2string(massregionname));
3806
3807		TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
3808		hratio->Divide(hJZBneg);
3809
3810	<	zcan->SetLogy(0);
3810	>	for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
3811	>	cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
3812	>	}
3813	>
3814	>	//  zcan->SetLogy(0);
3815		hratio->GetYaxis()->SetRangeUser(0,2.5);
3816		hratio->GetYaxis()->SetTitle("Observed/Predicted");
3817		hratio->Draw("e1");
3818
3819	<	TLine *top = new TLine(sbg_min,1.25,sbg_max,1.25);
3820	<	TLine *center = new TLine(sbg_min,1.0,sbg_max,1.0);
3821	<	TLine *bottom = new TLine(sbg_min,0.75,sbg_max,0.75);
3819	>	TLine *top = new TLine(binning[0],1.25,binning[binning.size()-1],1.25);
3820	>	TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
3821	>	TLine *bottom = new TLine(binning[0],0.75,binning[binning.size()-1],0.75);
3822
3823
3824		top->SetLineColor(kBlue);top->SetLineStyle(2);
#	Line 2307 | Line 3829 | void zjets_prediction_comparison() {
3829		center->Draw("same");
3830		bottom->Draw("same");
3831
3832	<	TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
3832	>	TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3833		leg2->AddEntry(hratio,"obs / pred","pe");
3834		leg2->AddEntry(bottom,"syst. envelope","l");
3835		leg2->Draw("same");
3836		DrawMCPrelim(simulatedlumi);
3837	<	CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
3837	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio"+any2string(massregionname));
3838	>
3839	>	TCut reducedNJets(cutnJets);
3840	>
3841	>	TH1F *TAUhJZBpos       = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3842	>	TH1F *LcorrJZBeemm     = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3843	>	TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3844	>	TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3845	>
3846	>	TH1F *RcorrJZBSBem;
3847	>	TH1F *LcorrJZBSBem;
3848	>	TH1F *RcorrJZBSBeemm;
3849	>	TH1F *LcorrJZBSBeemm;
3850	>
3851	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3852	>	RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3853	>	LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3854	>	RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3855	>	LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3856	>	}
3857	>
3858	>	TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3859	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3860	>	Bpred->Add(RcorrJZBem,1.0/3.);
3861	>	Bpred->Add(LcorrJZBem,-1.0/3.);
3862	>	Bpred->Add(RcorrJZBSBem,1.0/3.);
3863	>	Bpred->Add(LcorrJZBSBem,-1.0/3.);
3864	>	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3865	>	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3866	>	} else {
3867	>	Bpred->Add(RcorrJZBem,1.0);
3868	>	Bpred->Add(LcorrJZBem,-1.0);
3869	>	}
3870	>
3871	>	Bpred->SetLineColor(kRed);
3872	>
3873	>	TAUhJZBpos->SetLineColor(kBlack);
3874	>	Bpred->SetLineColor(kRed);
3875	>
3876	>	TAUhJZBpos->SetMinimum(1.0);
3877	>	TAUhJZBpos->Draw("e1");
3878	>	Bpred->Draw("same,hist");
3879	>	TAUhJZBpos->Draw("same,e1");
3880	>
3881	>	TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
3882	>	TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
3883	>	TAUleg->AddEntry(Bpred,"Predicted","l");
3884	>	TAUleg->Draw("same");
3885	>	DrawMCPrelim(simulatedlumi);
3886	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction__"+any2string(massregionname));
3887	>
3888	>	TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
3889	>	TAUhratio->Divide(Bpred);
3890	>
3891	>	for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
3892	>	cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << "   vs    predicted : " << Bpred->GetBinContent(i) << "   (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
3893	>	}
3894	>
3895	>	zcan->SetLogy(0);
3896	>	TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
3897	>	TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
3898	>	TAUhratio->Draw("e1");
3899	>
3900	>	top->Draw("same");
3901	>	center->Draw("same");
3902	>	bottom->Draw("same");
3903	>
3904	>	TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3905	>	TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
3906	>	TAUleg2->AddEntry(bottom,"syst. envelope","l");
3907	>	TAUleg2->Draw("same");
3908	>	DrawMCPrelim(simulatedlumi);
3909	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio"+any2string(massregionname));
3910	>
3911	>	delete Bpred;
3912	>	delete TAUhJZBpos;
3913	>	delete LcorrJZBeemm;
3914	>	delete RcorrJZBem;
3915	>	delete LcorrJZBem;
3916	>	delete hJZBpos;
3917	>	delete hJZBneg;
3918	>
3919	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3920	>	delete RcorrJZBSBem;
3921	>	delete LcorrJZBSBem;
3922	>	delete RcorrJZBSBeemm;
3923	>	delete LcorrJZBSBeemm;
3924	>	}
3925	>
3926
3927		delete zcan;
3928		cutWeight=weightbackup;
2319	–
3929		}
3930
3931
3932	<
3932	>	void zjets_prediction_comparison(string mcjzbWithPUa) {
3933	>	zjets_prediction_comparison(mcjzbWithPUa, TCut(""), "nomasscut");
3934	>	zjets_prediction_comparison(mcjzbWithPUa, TCut("abs(mll-91)<20"), "Zwindow_20");
3935	>	zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>20&&mll<70"), "LowMassRegion2070");
3936	>	zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>110"), "HighMassRegion110");
3937	>	}
3938	>
3939		void sideband_assessment(string datajzb, float min=30.0, float max=50.0) {
3940		tout << endl << endl;
3941		stringstream bordercut;
#	Line 2338 | Line 3953 | void sideband_assessment(string datajzb,
3953		tout << "\\begin{tabular}{l|cc}" << endl;
3954		tout << "\\hline" << endl;
3955		tout << "& {\\OFZP} & {\\OFSB} \\\\\\hline" << endl;
3956	<	tout << "\\#(events) & "<<OFSB<<" & "<<OFZP<<"\\\\ \\hline" << endl;
3956	>	tout << "\\#(events) & "<<OFZP<<" & "<<OFSB<<"\\\\ \\hline" << endl;
3957		tout << "\\end{tabular}" << endl;
3958		tout << "\\end{center}" << endl;
3959		tout << "\\end{table}" << endl;
#	Line 2356 | Line 3971 | void make_table(samplecollection &coll,
3971
3972		TCanvas *cannie = new TCanvas("cannie","cannie");
3973
3974	<	for(int icut=0;icut<jzb_cuts.size();icut++) {
3974	>	for(int icut=0;icut<(int)jzb_cuts.size();icut++) {
3975		float currcut=jzb_cuts[icut];
3976		int nbins=1;float low=currcut;
3977		vector<int> mysample;
#	Line 2371 | Line 3986 | void make_table(samplecollection &coll,
3986		TH1F *RcorrJZBSBeemm;
3987		TH1F *LcorrJZBSBeemm;
3988
3989	<	if(PlottingSetup::RestrictToMassPeak) {
3989	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3990		RcorrJZBSBem   = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3991		LcorrJZBSBem   = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3992		RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
#	Line 2379 | Line 3994 | void make_table(samplecollection &coll,
3994		}
3995
3996		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3997	<	if(PlottingSetup::RestrictToMassPeak) {
3997	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3998		Bpred->Add(RcorrJZBem,1.0/3.);
3999		Bpred->Add(LcorrJZBem,-1.0/3.);
4000		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2415 | Line 4030 | void make_table(samplecollection &coll,
4030		//prediction part
4031		if(is_data) cout << "Data prediction & ";
4032		if(subselection!="none") cout << subselection << " prediction &";
4033	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
4033	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
4034
4035		cout << endl;
4036		//observation part
4037		if(is_data) cout << "Data observation & ";
4038		if(subselection!="none") cout << subselection << " observation &";
4039	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
4039	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
4040		cout << endl;
4041		cout << "_________________________________________________________________" << endl;
4042		delete cannie;
4043		}
4044
4045		void met_jzb_cut(string datajzb, string mcjzb, vector<float> jzb_cut) {
4046	+	cout << "You probably don't want --met, you want --metplots ... " << endl;
4047	+	assert(0);
4048		/*we want a table like this:
4049		__________________     50   |   100  | ...
4050		| Data prediction |  a vs b | a vs b | ...
#	Line 2456 | Line 4073 | void JZBSelEff(string mcjzb, TTree* even
4073		int nbins = sizeof(xbins)/sizeof(float)-1;
4074		int markers[] = { 20, 26, 21, 24, 22, 25, 28 };
4075
4076	<	TH1F* heff  = new TH1F("heff", "JZB eff ; generator-level JZB [GeV]; efficiency",nbins,xbins);
4077	<	TH1F* hgen  = new TH1F("hgen", "JZB gen ; generator-level JZB [GeV]; efficiency",nbins,xbins);
4078	<	TH1F* hreco = new TH1F("hreco","JZB reco ; generator-level JZB [GeV]; efficiency",nbins,xbins);
4076	>
4077	>	TH1F* heff  = new TH1F("heff", "JZB eff ; generator JZB [GeV]; efficiency",nbins,xbins);
4078	>	TH1F* hgen  = new TH1F("hgen", "JZB gen ; generator JZB [GeV]; efficiency",nbins,xbins);
4079	>	TH1F* hreco = new TH1F("hreco","JZB reco ; generator JZB [GeV]; efficiency",nbins,xbins);
4080
4081		TCut kgen(genMassCut&&"genZPt>0&&genNjets>2&&abs(genMID)==23"&&cutOSSF);
4082		TCut kreco(cutmass);
#	Line 2474 | Line 4092 | void JZBSelEff(string mcjzb, TTree* even
4092		TCanvas *can = new TCanvas("can","Canvas for JZB Efficiency",600,600);
4093		can->SetGridx(1);
4094		can->SetGridy(1);
4095	+	can->SetLeftMargin(0.16);
4096	+	can->SetRightMargin(0.05);
4097		TLegend *leg = make_legend("",0.6,0.2,false,0.89,0.5);
4098	+	leg->SetBorderSize(1);
4099	+	leg->SetLineColor(kBlack);
4100	+	leg->SetTextFont(62);
4101
4102	<
2480	<
2481	<	for ( int icut=0; icut<jzb_bins.size(); ++icut ) {
4102	>	for ( int icut=0; icut<(int)jzb_bins.size(); ++icut ) {
4103
4104		ostringstream selection;
4105		selection << mcjzb << ">" << jzb_bins[icut];
#	Line 2494 | Line 4115 | void JZBSelEff(string mcjzb, TTree* even
4115		}
4116
4117		heff->GetXaxis()->SetRangeUser(min, max);
4118	+	//    heff->GetXaxis()->SetLabelSize(0.05); // paper style. overruled.
4119	+	//    heff->GetYaxis()->SetLabelSize(0.05); // paper style. overruled.
4120	+	//    heff->GetXaxis()->SetTitleSize(0.06); // paper style. overruled.
4121	+	//    heff->GetYaxis()->SetTitleSize(0.06); // paper style. overruled.
4122		heff->SetMarkerStyle(markers[icut]);
4123		heff->Fit("func","Q+","same");
4124
#	Line 2505 | Line 4130 | void JZBSelEff(string mcjzb, TTree* even
4130
4131		// Store plot
4132		TH1F* h = (TH1F*)heff->Clone(hname);
4133	+	h->SetNdivisions(505,"X");
4134		if ( icut) h->Draw("same");
4135		else h->Draw();
4136		char htitle[256]; sprintf(htitle,"JZB > %3.0f GeV", jzb_bins[icut]);
#	Line 2525 | Line 4151 | void JZBSelEff(string mcjzb, TTree* even
4151		// Calls the above function for each signal sample
4152		void plot_jzb_sel_eff(string mcjzb, samplecollection &signalsamples, vector<float> bins )
4153		{
4154	<	for (int isignal=0; isignal<signalsamples.collection.size();isignal++) {
4154	>	for (int isignal=0; isignal<(int)signalsamples.collection.size();isignal++) {
4155		dout << "JZB selection efficiency curve: " << std::endl;
4156		JZBSelEff(mcjzb,(signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].samplename,bins); // Only for some selected samples
4157		}
#	Line 2568 | Line 4194 | void qcd_plots(string datajzb, string mc
4194		TH1F *RcorrJZBSBeemm;
4195		TH1F *LcorrJZBSBeemm;
4196
4197	<	TH1F *RcorrJZBeemmNoS;
4197	>	//  TH1F *RcorrJZBeemmNoS;
4198
4199		//these are for the ratio
4200		TH1F *JRcorrJZBeemm   = qcdsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 2581 | Line 4207 | void qcd_plots(string datajzb, string mc
4207		TH1F *JRcorrJZBSBeemm;
4208		TH1F *JLcorrJZBSBeemm;
4209
4210	<	if(PlottingSetup::RestrictToMassPeak) {
4210	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4211		RcorrJZBSBem   = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
4212		LcorrJZBSBem   = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
4213		RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 2602 | Line 4228 | void qcd_plots(string datajzb, string mc
4228
4229		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
4230		TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
4231	<	if(PlottingSetup::RestrictToMassPeak) {
4231	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4232		Bpred->Add(RcorrJZBem,1.0/3.);
4233		Bpred->Add(LcorrJZBem,-1.0/3.);
4234		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2652 | Line 4278 | void qcd_plots(string datajzb, string mc
4278		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
4279		string ytitle("ratio");
4280		if ( use_data==1 ) ytitle = "data/pred";
4281	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,use_data!=1,ytitle);
4281	>	Save_With_Ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
4282	>	delete kinpad;
4283
4284		TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
4285		TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
#	Line 2672 | Line 4299 | void qcd_plots(string datajzb, string mc
4299		dout << "______________________________________________" << endl;
4300		dout << "How QCD shows up in the different regions: " << endl;
4301		dout << "OSSF: " << endl;
4302	<	if(PlottingSetup::RestrictToMassPeak) {
4302	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4303		dout << "     Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
4304		dout << "     sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
4305		} else {
4306		dout << "     " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
4307		}
4308		dout << "OSOF: " << endl;
4309	<	if(PlottingSetup::RestrictToMassPeak) {
4309	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4310		dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
4311		dout << "     sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
4312		} else {
4313		dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
4314		}
4315		dout << "Therefore: " << endl;
4316	<	if(PlottingSetup::RestrictToMassPeak) {
4316	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4317		dout << "    Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
4318		dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
4319		dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
#	Line 2699 | Line 4326 | void qcd_plots(string datajzb, string mc
4326		dout << "    Observation increases by : " << RcorrJZBeemm->Integral() << endl;
4327
4328		dout << endl;
4329	<	for(int i=0;i<bins.size();i++) {
4329	>	for(int i=0;i<(int)bins.size();i++) {
4330		dout << " JZB > " << bins[i] << " : " << endl;
4331		dout << "    Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
4332	<	if(PlottingSetup::RestrictToMassPeak) {
4332	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4333		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;
4334		} else {
4335		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 2716 | Line 4343 | void qcd_plots(string datajzb, string mc
4343		if(LcorrJZBem) delete LcorrJZBem;
4344		if(RcorrJZBeemm) delete RcorrJZBeemm;
4345		if(LcorrJZBeemm) delete LcorrJZBeemm;
4346	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
4347	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
4348	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
4349	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
4346	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
4347	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
4348	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
4349	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
4350		}
4351
4352		void check_ptsanity() {
#	Line 2747 | Line 4374 | void check_ptsanity() {
4374		leg->SetY2(1.0);
4375
4376
4377	<	for(int isample=0;isample<allsamples.collection.size();isample++) {
4377	>	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
4378		string nowname=(allsamples.collection)[isample].filename;
4379		cout << "Drawing: " << nowname << " (sample " << isample+1 << " / " << allsamples.collection.size() << ")" << endl;
4380		individualpt1histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt1",50,0,50, "p_{T,1}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
#	Line 2771 | Line 4398 | void check_ptsanity() {
4398		ptsancan->cd(2);
4399		fpt2->Draw();
4400
4401	<	for(int isample=0;isample<allsamples.collection.size();isample++) {
4401	>	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
4402		ptsancan->cd(1);
4403		individualpt1histos[isample]->DrawNormalized("same,histo");
4404		ptsancan->cd(2);
#	Line 2787 | Line 4414 | void check_ptsanity() {
4414		void do_mlls_plot(string mcjzb) {
4415		cout << "At this point we'd plot the mll distribution" << endl;
4416		TCanvas *sigcan = new TCanvas("sigcan","sigcan");
4417	<	for(int isig=0;isig<(signalsamples.collection).size();isig++) {
4417	>	for(int isig=0;isig<(int)(signalsamples.collection).size();isig++) {
4418		if(!(signalsamples.collection)[isig].events) continue;
4419		string nowname=(signalsamples.collection)[isig].filename;
4420		TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets,mc,luminosity,signalsamples.FindSample(nowname));
#	Line 2816 | Line 4443 | void do_mlls_plot(string mcjzb) {
4443		}
4444		}
4445
4446	+	void met_vs_jzb_plots(string datajzb, string mcjzb) {
4447	+
4448	+	TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
4449	+	canmetjzb->SetRightMargin(0.16);
4450	+
4451	+	vector<string> findme;
4452	+	findme.push_back("DY");
4453	+	findme.push_back("TTJets");
4454	+	findme.push_back("LM");
4455	+	/*
4456	+	for(int ifind=0;ifind<(int)findme.size();ifind++) {
4457	+	vector<int> selsamples = allsamples.FindSample(findme[ifind]);
4458	+	TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
4459	+	for(int isel=0;isel<(int)selsamples.size();isel++) {
4460	+	dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
4461	+	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
4462	+	}
4463	+	metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
4464	+	metvsjzb->SetStats(0);
4465	+	metvsjzb->GetXaxis()->SetTitle("MET (GeV)");
4466	+	metvsjzb->GetYaxis()->SetTitle("JZB (GeV)");
4467	+	metvsjzb->GetXaxis()->CenterTitle();
4468	+	metvsjzb->GetYaxis()->CenterTitle();
4469	+	metvsjzb->Draw("COLZ");
4470	+	TText* title = write_text(0.5,0.95,allsamples.collection[selsamples[0]].samplename);
4471	+	title->SetTextAlign(12);
4472	+	title->Draw();
4473	+	CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
4474	+	}
4475	+	*/
4476	+
4477	+	dout << "About to produce MET plot for DY split up by JZB" << endl;
4478	+
4479	+	int nbins=14;
4480	+	float low=0;
4481	+	float high=140;
4482	+
4483	+	stringstream sLEFT;
4484	+	sLEFT << "((" << mcjzb << ")<0)";
4485	+	TCut LEFT(sLEFT.str().c_str());
4486	+	stringstream sRIGHT;
4487	+	sRIGHT << "((" << mcjzb << ")>0)";
4488	+	TCut RIGHT(sRIGHT.str().c_str());
4489	+
4490	+	TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
4491	+	TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
4492	+	TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
4493	+	TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
4494	+
4495	+
4496	+	TH1F *Bpred =  (TH1F*)metleft->Clone("Bpred");
4497	+	Bpred->Add(metleftO,-1);
4498	+	Bpred->Add(metrightO);
4499	+	TH1F *obs = (TH1F*)metright->Clone("obs");
4500	+
4501	+	metleft->Add(metleftO,-1);
4502	+	metright->Add(metrightO,-1);
4503	+
4504	+	metleft->SetLineColor(kRed);
4505	+	metright->SetLineColor(kBlack);
4506	+	TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
4507	+	metpad->cd();
4508	+	metpad->SetLogy(1);
4509	+	metleft->Draw("histo");
4510	+	metright->Draw("same");
4511	+	TLegend *lg = make_legend();
4512	+	lg->SetX1(0.5);
4513	+	lg->SetY1(0.7);
4514	+	lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
4515	+	lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
4516	+	lg->SetHeader("DY");
4517	+
4518	+	lg->Draw();
4519	+	Save_With_Ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
4520	+
4521	+	TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
4522	+	metpad3->cd();
4523	+	metpad3->SetLogy(1);
4524	+	Bpred->SetLineColor(kRed);
4525	+	Bpred->Draw("histo");
4526	+	obs->SetLineColor(kBlack);
4527	+	obs->Draw("same");
4528	+	TLegend *lg2 = make_legend();
4529	+	lg2->SetX1(0.5);
4530	+	lg2->SetY1(0.7);
4531	+	lg2->AddEntry(obs,"observed","P");
4532	+	lg2->AddEntry(Bpred,"predicted","L");
4533	+	lg2->SetHeader("DY");
4534	+
4535	+	lg2->Draw();
4536	+
4537	+	Save_With_Ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
4538	+
4539	+	TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
4540	+	metpad2->cd();
4541	+	metpad2->SetLogy(1);
4542	+
4543	+	TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
4544	+	TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
4545	+	TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
4546	+	TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
4547	+
4548	+	metlefta->Add(metleftOa,-1);
4549	+	metrighta->Add(metrightOa,-1);
4550	+
4551	+	metlefta->SetLineColor(kRed);
4552	+	metpad2->cd();
4553	+	metlefta->Draw("histo");
4554	+	metrighta->Draw("same");
4555	+	lg->Draw();
4556	+	Save_With_Ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
4557	+
4558	+	delete Bpred;
4559	+	delete obs;
4560	+
4561	+	float newhigh=300;
4562	+	int newNBins=30;
4563	+
4564	+	TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
4565	+	TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
4566	+	TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
4567	+	TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
4568	+	TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
4569	+
4570	+	TH1F *aBpred = (TH1F*)Ametleft->Clone("aBpred");
4571	+	aBpred->Add(AmetleftO,-1);
4572	+	aBpred->Add(AmetrightO);
4573	+	aBpred->SetLineColor(kRed);
4574	+
4575	+	TH1F *aobs = (TH1F*)Ametright->Clone("aobs");
4576	+	metpad4->cd();
4577	+	metpad4->SetLogy(1);
4578	+	aobs->Draw();
4579	+	aBpred->Draw("histo,same");
4580	+	aobs->Draw("same");
4581	+	lg->SetHeader("All MC");
4582	+	lg->Draw();
4583	+	Save_With_Ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
4584	+
4585	+
4586	+	delete lg;
4587	+	delete canmetjzb;
4588	+	delete metleft;
4589	+	delete metleftO;
4590	+	delete metright;
4591	+	delete metrightO;
4592	+	}
4593	+
4594	+
4595		void test() {
4596
4597		TCanvas *testcanv = new TCanvas("testcanv","testcanv");
4598		testcanv->cd();
4599	<	switch_overunderflow(true);
4599	>	//  switch_overunderflow(true);
4600		TH1F *ptdistr   = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
4601		switch_overunderflow(false);
4602		ptdistr->Draw();

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