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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.3 by buchmann, Thu Feb 23 15:15:52 2012 UTC vs.
Revision 1.77 by buchmann, Fri Dec 14 13:24:29 2012 UTC

#	Line 23 | Line 23 | using namespace PlottingSetup;
23		void todo() {
24		dout << "My to do list: " << endl;
25		dout << "  - ExperimentalModule::Poisson_ratio_plot : Get the second part to work!" << endl;
26	+	dout << "  - compare_onpeak_offpeak_signal_distributions: Implement this function ... " << endl;
27		dout << "Info : The trigger requirement is currently set to " << (const char*) passtrig << endl;
28	+	dout << "Info : The pt requirement is currently set to " << (const char*) passtrig << endl;
29	+	dout << "Info : The mll requirement is currently set to " << (const char*) cutmass << endl;
30	+	dout << "Info : The lepton requirement is currently set to " << (const char*) leptoncut << endl;
31	+	dout << "Info : The weight applied to all MC is " << (const char*) cutWeight << endl;
32		}
33
34	<	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &DataSigma, stringstream &result, bool doPUreweighting = true )
34	>
35	>
36	>	void find_one_peak_combination(TCut specialcut, 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 51 | 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 61 | 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 86 | 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 102 | 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 121 | 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 152 | 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	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
389	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
390	+	rcan->SetLogy(logscale);
391	+	rcan->cd();
392	+
393	+	std::cout << "OF/SF comparison: variable = " << variable << ", cut = " << cutSF.GetTitle() << std::endl;
394	+	TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
395	+	TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
396	+	//   string signal("LM3");
397	+	//   TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
398	+	//   int idx = signalsamples.FindSample(signal)[0];
399	+	//   (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
400	+	//   signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
401	+	//   signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
402	+	//   signalhisto->SetLineStyle(2);
403	+	datahistoSF->SetMarkerSize(DataMarkerSize);
404	+	datahistoOF->SetLineColor(kRed);
405	+
406	+	if ( !logscale ) {
407	+	datahistoSF->SetMinimum(0); // Defaults
408	+	} else {
409	+	datahistoSF->SetMinimum(0.5);
410	+	}
411	+	if (ymax<0) {
412	+	if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
413	+	else datahistoSF->SetMaximum(1.8*datahistoSF->GetMaximum());
414	+	} else {
415	+	datahistoSF->SetMaximum(ymax);
416	+	}
417	+
418	+	float ymaxSet = datahistoSF->GetMaximum();
419	+
420	+	datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
421	+	datahistoSF->GetYaxis()->SetTitle("Events");
422	+	datahistoSF->GetXaxis()->CenterTitle();
423	+	datahistoSF->GetYaxis()->CenterTitle();
424	+
425	+	TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.7,false,legendPosition+0.2);
426	+	mleg->AddEntry(datahistoSF, "Same-flavor", "PL");
427	+	if (datahistoOF->Integral()>0) {
428	+	mleg->AddEntry(datahistoOF, "Opposite-flavor", "L");
429	+	} else {
430	+	mleg->AddEntry((TObject*)0, "", "");
431	+	}
432	+	//mleg->AddEntry(signalhisto, "LM3", "L");
433	+
434	+	datahistoSF->Draw("E1");
435	+	if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
436	+	//signalhisto->Draw("HIST,SAMES");
437	+	mleg->Draw();
438	+	DrawPrelim();
439	+	if (datahistoOF->Integral()>0) {
440	+	save_with_ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
441	+	} else {
442	+	CompleteSave(rcan, "SFOF/" + filename);
443	+	delete rcan;
444	+	}
445	+
446	+	datahistoSF->Delete();
447	+	datahistoOF->Delete();
448	+	//signalhisto->Delete();
449	+	delete mleg;
450	+	delete ckin;
451	+
452	+	return ymaxSet;
453	+
454	+	}
455	+
456	+	// Compare data to data
457	+	float make_data_comparison_plot(string variable, TCut cut, int nbins, float min, float max, float ymax, bool logscale,
458	+	string xlabel, string filename, float legendPosition=0.55) {
459	+
460	+	TCut ibasiccut=basiccut&&cut;
461	+
462	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
463	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
464	+	rcan->SetLogy(logscale);
465	+	rcan->cd();
466	+
467	+	std::cout << "Data comparison: variable = " << variable << ", cut = " << ibasiccut.GetTitle() << std::endl;
468	+
469	+	TH1F *data1 = allsamples.Draw("data1",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
470	+	TH1F *data2 = comparesamples.Draw("data2",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
471	+	data1->Scale(5.0/9.2);
472	+
473	+	data1->SetMarkerSize(DataMarkerSize);
474	+	data2->SetLineColor(kRed);
475	+
476	+	if ( !logscale ) {
477	+	data1->SetMinimum(0); // Defaults
478	+	} else {
479	+	data1->SetMinimum(0.5);
480	+	}
481	+	if (ymax<0) {
482	+	if ( logscale ) data1->SetMaximum(5.3*data1->GetMaximum());
483	+	else data1->SetMaximum(1.5*data1->GetMaximum());
484	+	} else {
485	+	data1->SetMaximum(ymax);
486	+	}
487	+
488	+	float ymaxSet = data1->GetMaximum();
489	+
490	+	data1->GetXaxis()->SetTitle(xlabel.c_str());
491	+	data1->GetYaxis()->SetTitle("Events");
492	+	data1->GetXaxis()->CenterTitle();
493	+	data1->GetYaxis()->CenterTitle();
494	+
495	+	TLegend *mleg = make_legend("",legendPosition,0.7,false,legendPosition+0.2);
496	+	mleg->AddEntry(data1, "2012 data (scaled)", "PL");
497	+	mleg->AddEntry(data2, "2011 data", "L");
498	+
499	+	data1->Draw("E1");
500	+	data2->Draw("HIST,SAMES");
501	+	mleg->Draw();
502	+	DrawPrelim();
503	+	save_with_ratio( data1, data2, rcan, "compareData/" + filename, false, false, "new/old" );
504	+
505	+	data1->Delete();
506	+	data2->Delete();
507	+	delete mleg;
508	+	delete ckin;
509	+
510	+	}
511	+
512	+	void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale,
513	+	string xlabel, string filename, float legendPosition=0.55) {
514	+
515	+	string mllcuts[] = { "mll>20","mll>15&&mll<70", "mll>75&&mll<105", "mll>120" };
516	+	string mllcutname[] = { "m_{ll} > 20 GeV", "20 < m_{ll} < 70 GeV", "70 < m_{ll} < 110 GeV", "m_{ll} > 120 GeV" };
517	+	string plotname[] = {"_all","_low","_peak","_high"};
518	+	float ymax;
519	+
520	+	int start = 0;
521	+	if ( !PlottingSetup::openBox ) start = 3;
522	+
523	+	for ( int i=start; i<4; ++i ) {
524	+	if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
525	+	if ( i==start ) {
526	+	ymax = make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, -1, logscale, xlabel,
527	+	filename+plotname[i], legendPosition );
528	+	} else {
529	+	make_one_OFSF_plot(variable, mllcuts[i],        mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
530	+	filename+plotname[i], legendPosition );
531	+	}
532	+	make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
533	+	filename+plotname[i]+"_mm", legendPosition );
534	+	make_one_OFSF_plot(variable, "id1==0&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
535	+	filename+plotname[i]+"_ee", legendPosition );
536	+	}
537	+
538	+	}
539	+
540	+	TCut ReplaceInCut(TCut cut, string replacethis, string withthis) {
541	+	string scut=(string)(const char*)cut;
542	+	string acut=ReplaceAll(scut,replacethis,withthis);
543	+	return TCut(acut.c_str());
544	+	}
545	+
546	+	void DoMCSystPlot(string datavariable, string mcvariable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
547	+	TCut cut=addcut&&basiccut;
548	+
549	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
550	+	ckin->SetLogy(dolog);
551	+	cout << "\r Creating " << filename << " : data   (1/6)" << std::flush;
552	+	TH1F *datahisto = allsamples.Draw("datahisto",datavariable,nbins,min,max, xlabel, "events",cut,data,luminosity);
553	+	datahisto->SetMarkerSize(DataMarkerSize);
554	+	if ( !dolog ) datahisto->SetMinimum(0); // Defaults
555	+	else datahisto->SetMinimum(0.5);
556	+	if (dolog) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
557	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
558	+	cout << "\r Creating " << filename << " : MC central   (2/6)" << std::flush;
559	+	THStack mcstack   = allsamples.DrawStack("mcstack",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
560	+	TH1F *MCcentral = CollapseStack(mcstack);
561	+
562	+	TCut bkpcut = cut;
563	+	cut = ReplaceInCut(cut,"pfJetGoodNum40","pfJetGoodNum40p1sigma");
564	+	cout << "\r Creating " << filename << " : MC JES up   (3/6)" << std::flush;
565	+	TH1F *MCJESup   = allsamples.Draw("MCJESup",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
566	+
567	+	cut = ReplaceInCut(cut,"pfJetGoodNum40p1sigma","pfJetGoodNum40n1sigma");
568	+	cout << "\r Creating " << filename << " : MC JES down   (4/6)" << std::flush;
569	+	TH1F *MCJESdn   = allsamples.Draw("MCJESdn",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
570	+
571	+	cut=bkpcut;
572	+	TCut bkpweight = cutWeight;
573	+	cutWeight= ReplaceInCut(cutWeight,"weight","PUweightUP");
574	+	cout << "\r Creating " << filename << " : MC PU up   (5/6)" << std::flush;
575	+	TH1F *MCPUup    = allsamples.Draw("MCPUup",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
576	+
577	+	cutWeight= ReplaceInCut(cutWeight,"PUweightUP","PUweightDOWN");
578	+	cout << "\r Creating " << filename << " : MC PU down   (6/6)" << std::flush;
579	+	TH1F *MCPUdn    = allsamples.Draw("MCPUdn",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
580	+	cutWeight=bkpweight;
581	+	cout << "\r Creating " << filename << " : Processing systematics ..." << std::flush;
582	+	TH1F *Systematic = (TH1F*)MCPUdn->Clone("Systematic");
583	+	for(int i=1;i<=Systematic->GetNbinsX();i++) {
584	+	float jesdn = abs(MCcentral->GetBinContent(i)-MCJESdn->GetBinContent(i));
585	+	float jesup = abs(MCcentral->GetBinContent(i)-MCJESup->GetBinContent(i));
586	+	float jes   = jesdn>jesup?jesdn:jesup;
587	+
588	+	float PUup = abs(MCcentral->GetBinContent(i)-MCPUup->GetBinContent(i));
589	+	float PUdn = abs(MCcentral->GetBinContent(i)-MCPUdn->GetBinContent(i));
590	+	float pu   = PUdn>PUup?PUdn:PUup;
591	+
592	+	float sys=sqrt(jes*jes+pu*pu);
593	+	sys/=MCcentral->GetBinContent(i);
594	+	if(MCcentral->GetBinContent(i)==0) sys=0;
595	+	Systematic->SetBinContent(i,sys);
596	+	}
597	+
598	+	datahisto->Draw("e1");
599	+	ckin->Update();
600	+	mcstack.Draw("histo,same");
601	+
602	+	datahisto->Draw("same,e1");
603	+	TLegend *kinleg = allsamples.allbglegend();
604	+	kinleg->Draw();
605	+
606	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
607	+	kinpad->SetLogy(dolog);
608	+	kinpad->cd();
609	+	datahisto->Draw("e1");
610	+	mcstack.Draw("histo,same");
611	+	datahisto->Draw("same,e1");
612	+	datahisto->Draw("same,axis");
613	+
614	+	kinleg->Draw("same");
615	+	DrawPrelim();
616	+	string saveas="kin/"+filename;
617	+
618	+	cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
619	+	save_with_ratio_and_sys_band( datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc",Systematic );
620	+
621	+	ckin->cd();
622	+	MCcentral->SetFillColor(kWhite);
623	+	MCcentral->SetLineColor(kBlack);
624	+	MCcentral->SetLineWidth(2);
625	+	MCPUdn->SetLineColor(kRed);
626	+	MCPUup->SetLineColor(kYellow);
627	+	MCJESdn->SetLineColor(kBlue);
628	+	MCJESup->SetLineColor(kGreen);
629	+
630	+	TLegend *legsmall = new TLegend(0.0,0.85,1.0,1.00);
631	+	legsmall->SetNColumns(5);
632	+	legsmall->AddEntry(MCcentral,"central","L");
633	+	legsmall->AddEntry(MCPUdn,"PU down","L");
634	+	legsmall->AddEntry(MCPUup,"PU up","L");
635	+	legsmall->AddEntry(MCJESdn,"JES down","L");
636	+	legsmall->AddEntry(MCJESup,"JES up","L");
637	+	legsmall->SetFillColor(kWhite);
638	+	legsmall->SetBorderSize(0);
639	+
640	+	datahisto->Draw("e1");
641	+	MCcentral->Draw("histo,same");
642	+	MCPUdn->Draw("histo,same");
643	+	MCPUup->Draw("histo,same");
644	+	MCJESdn->Draw("histo,same");
645	+	MCJESup->Draw("histo,same");
646	+	datahisto->Draw("e1,same");
647	+	legsmall->Draw();
648	+	CompleteSave(ckin,saveas+"___AllLines");
649	+
650	+	delete datahisto;
651	+	delete MCcentral;
652	+	delete MCPUdn;
653	+	delete MCPUup;
654	+	delete MCJESdn;
655	+	delete MCJESup;
656	+	delete ckin;
657	+	}
658	+
659	+	void DoMCSystPlot(string variable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
660	+	DoMCSystPlot(variable, variable, nbins, min, max, addcut, dolog, xlabel, filename);
661	+	}
662	+
663		float lastrange_min=0;
664		float lastrange_max=0;
665
#	Line 160 | Line 668 | void make_kin_plot(string variable, stri
668		//  TCut basiccut("(pfJetGoodNum>=2&&pfJetGoodID[0])&&(pfJetGoodNum>=2&&pfJetGoodID[1])&&(passed_triggers||!is_data)");
669		TCut ibasiccut=basiccut;
670		bool draw_separation_lines=false;
671	+	bool drawsignal = false;
672
673		if(isPF) ibasiccut=basiccut&&"pfjzb[0]>-998";
674
#	Line 181 | Line 690 | void make_kin_plot(string variable, stri
690		//Step 2: Refine the cut
691		TCut cut;
692		cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
693	<	if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
693	>	if(filename=="nJets" || filename=="nJets_inclusive" || filename=="nJets_met100" || filename=="nJets_inclusive_met100") cut=cutmass&&cutOSSF&&ibasiccut;
694	>	if(filename=="nJets_osof" || filename=="nJets_osof_inclusive" || filename=="nJets_osof_met100" || filename=="nJets_osof_inclusive_met100") cut=cutmass&&cutOSOF&&ibasiccut;
695		if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
696	<	if(filename=="mll") {
696	>	if(filename=="mll"||filename=="mll_met100") {
697		cut=cutOSSF&&cutnJets&&ibasiccut;
698		draw_separation_lines=true;
699		}
700	<	if(filename=="mll_ee") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
701	<	if(filename=="mll_osof") {
700	>	if(filename=="mll_ee"||filename=="mll_ee_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
701	>	if(filename=="mll_mm"||filename=="mll_mm_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
702	>	if(filename=="mll_osof"||filename=="mll_osof_met100") {
703		cut=cutOSOF&&cutnJets&&ibasiccut;
704		draw_separation_lines=true;
705		}
706	<	if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
707	<	if(filename=="mll_aboveJZB100") cut=cutOSSF&&cutnJets&&ibasiccut;
706	>	if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
707	>	if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
708	>	if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
709	>	if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
710		if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutOSSF;
711		if(filename=="mll_inclusive_osof") cut=cutOSOF;
712		if(filename=="mll_inclusive_ee") cut=cutOSSF&&"id1==0";
713		if(filename=="mll_inclusive_mm") cut=cutOSSF&&"id1==1";
714		if(filename=="pfJetGoodEta_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
715		if(filename=="pfJetGoodPt_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
716	+	if(filename=="numVtx") cut=cutmass&&ibasiccut;
717
718		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
719		ckin->SetLogy(logscale);
720		TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
721		datahisto->SetMarkerSize(DataMarkerSize);
722	<	THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
722	>	if ( !logscale ) datahisto->SetMinimum(0); // Defaults
723	>	else datahisto->SetMinimum(0.5);
724	>	// Custom max.
725	>	if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
726		if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
727		if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
728	<	if(filename=="mll_inclusive") datahisto->SetMinimum(1);
728	>	if(filename=="mll_inclusive"||filename=="mll_inclusive_mm"||filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
729		if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
730		if(filename=="mll_osof") datahisto->SetMinimum(9);
731	+	if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
732	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
733
734	<	datahisto->SetMaximum(5.3*datahisto->GetMaximum());
216	<	datahisto->Draw("e1");
217	<	ckin->Update();
734	>	cout << "******** Cut used : " << (const char*) cut << " for plot " << filename << endl;
735		if(loadlastminmax) {
736		datahisto->SetMinimum(lastrange_min);
737		datahisto->SetMaximum(lastrange_max);
#	Line 224 | Line 741 | void make_kin_plot(string variable, stri
741		}
742		}
743
744	<	mcstack.Draw("same");
744	>	// Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
745	>	string signal("LM3");
746	>	TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
747	>	int idx = signalsamples.FindSample(signal)[0];
748	>	if(drawsignal) (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
749	>	if(drawsignal) signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
750	>	if(drawsignal) signalhisto->SetLineColor(kOrange);
751	>
752	>	THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
753	>	datahisto->Draw("e1");
754	>	ckin->Update();
755	>	mcstack.Draw("histo,same");
756	>
757		datahisto->Draw("same,e1");
758		TLegend *kinleg = allsamples.allbglegend();
759		kinleg->Draw();
#	Line 266 | Line 795 | void make_kin_plot(string variable, stri
795		kinpad->cd();
796		kinpad->SetLogy(logscale);
797		datahisto->Draw("e1");
798	<	mcstack.Draw("same");
798	>	mcstack.Draw("histo,same");
799	>	if(drawsignal) signalhisto->Draw("same");
800		datahisto->Draw("same,e1");
801		datahisto->Draw("same,axis");
802		if(RestrictToMassPeak&&draw_separation_lines) {
#	Line 274 | Line 804 | void make_kin_plot(string variable, stri
804		upperboundary->Draw("same");
805		}
806
807	+	if(drawsignal) kinleg->AddEntry("signalhisto",signal.c_str(),"l");
808		kinleg->Draw();
809		write_cut->Draw();
810		DrawPrelim();
#	Line 288 | Line 819 | void make_kin_plot(string variable, stri
819		else CompleteSave(ckin,"kin/"+filename);
820		}
821		datahisto->Delete();
822	+	delete signalhisto;
823		delete ckin;
824		}
825
826
827	<	void make_JES_plot() {
827	>	void make_plain_kin_plot(string variable, string addcut, int nbins, float min, float max, bool logscale,
828	>	string xlabel, string filename, bool isPF=true, bool plotratio=true, bool loadlastminmax=false ) {
829	>	TCut cut=TCut(addcut.c_str())&&basiccut;
830	>
831	>	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
832	>	ckin->SetLogy(logscale);
833	>	TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
834	>	datahisto->SetMarkerSize(DataMarkerSize);
835	>	if ( !logscale ) datahisto->SetMinimum(0); // Defaults
836	>	else datahisto->SetMinimum(0.5);
837	>	// Custom max.
838	>	if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
839	>	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
840	>
841	>	cout << "******** Cut used : " << (const char*) cut << " for plot " << filename << endl;
842	>	if(loadlastminmax) {
843	>	datahisto->SetMinimum(lastrange_min);
844	>	datahisto->SetMaximum(lastrange_max);
845	>	if(logscale) {
846	>	datahisto->SetMinimum(pow(10,lastrange_min));
847	>	datahisto->SetMaximum(pow(10,lastrange_max));
848	>	}
849	>	}
850	>
851	>	THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
852	>	datahisto->Draw("e1");
853	>	ckin->Update();
854	>	mcstack.Draw("histo,same");
855	>
856	>	datahisto->Draw("same,e1");
857	>	TLegend *kinleg = allsamples.allbglegend();
858	>	kinleg->Draw();
859	>
860	>	lastrange_min=ckin->GetUymin();
861	>	lastrange_max=ckin->GetUymax();
862	>
863	>	if ( plotratio ) {
864	>	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
865	>	kinpad->cd();
866	>	kinpad->SetLogy(logscale);
867	>	datahisto->Draw("e1");
868	>	mcstack.Draw("histo,same");
869	>	datahisto->Draw("same,e1");
870	>	datahisto->Draw("same,axis");
871	>
872	>	kinleg->Draw();
873	>	DrawPrelim();
874	>	string saveas="kin/"+filename;
875	>	if(isPF) saveas="kin/"+filename+"__PF";
876	>	save_with_ratio(datahisto,mcstack,kinpad->cd(),saveas);
877	>	} else {
878	>	if(isPF) CompleteSave(ckin,"kin/"+filename+"__PF");
879	>	else CompleteSave(ckin,"kin/"+filename);
880	>	}
881	>	datahisto->Delete();
882	>	delete ckin;
883	>	}
884	>
885	>
886	>	void make_JES_plot(TCut cut, string name) {
887
888		int nbins=10;
889		float min=-0.5;
890		float max = 9.5;
891		bool logscale=true;
892		string xlabel="nJets";
302	–	TCut cut=cutmass&&cutOSSF&&basiccut;
893
894		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
895		ckin->SetLogy(logscale);
896	<	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
896	>	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
897		datahisto->SetMarkerSize(DataMarkerSize);
898	<	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
899	<	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
900	<	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
898	>	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
899	>	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
900	>	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
901
902		datahisto->SetMinimum(1);
903		datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
#	Line 326 | Line 916 | void make_JES_plot() {
916		JESunc->SetFillColor(TColor::GetColor("#00ADE1"));
917		JESunc->SetFillStyle(3002);
918		datahisto->Draw("e1");
919	<	mcstack.Draw("same");
919	>	mcstack.Draw("histo,same");
920		JESunc->Draw("2");
921		datahisto->Draw("same,e1");
922		TLegend *kinleg = allsamples.allbglegend();
923		kinleg->AddEntry(JESunc,"JES uncertainty","f");
924		kinleg->Draw();
925	<	CompleteSave(ckin,"Systematics/JES");
925	>	CompleteSave(ckin,"Systematics/JES"+name);
926		datahisto->Delete();
927		delete ckin;
928
929		}
930
931	+	string Cut2Str(TCut cut) {
932	+	return ((string)(const char*)cut);
933	+	}
934	+
935	+	void MakeElegantTwoThreeComparisons() {
936	+
937	+	TCut signal("met[4]>100&&met[4]<150&&mll>20"&&PlottingSetup::basicqualitycut);
938	+	TCut TwoJets("pfJetGoodNum40==2");
939	+	TCut ThreeJets("pfJetGoodNum40>=3");
940	+
941	+	float min=20;
942	+	float max=300;
943	+	int nbins=int((max-min)/5.0);
944	+	string xlabel="m_{ll} [GeV]";
945	+
946	+	TCanvas *can2 = new TCanvas("can2","can2");
947	+	TH1F *TwoOF = allsamples.Draw("TwoOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("TTJets_"));
948	+	TH1F *TwoSF = allsamples.Draw("TwoSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("TTJets_"));
949	+	TH1F *ThreeOF = allsamples.Draw("ThreeOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("TTJets_"));
950	+	TH1F *ThreeSF = allsamples.Draw("ThreeSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("TTJets_"));
951	+
952	+	can2->cd(1);
953	+
954	+	TwoSF->SetFillColor(kWhite);
955	+	TwoOF->SetFillColor(kWhite);
956	+	ThreeSF->SetFillColor(kWhite);
957	+	ThreeOF->SetFillColor(kWhite);
958	+
959	+	TPad *kin3 = new TPad("kin3","kin3",0,0,1,1);
960	+	kin3->cd();
961	+	TwoOF->Draw("histo");
962	+	TwoSF->Draw("e1,same");
963	+	TLegend *leg_SFOF_Two = make_legend();
964	+	leg_SFOF_Two->SetHeader("t#bar{t} MC:");
965	+	leg_SFOF_Two->AddEntry(TwoOF,"OF, nJets==2","l");
966	+	leg_SFOF_Two->AddEntry(TwoSF,"SF, nJets==2","lp");
967	+	leg_SFOF_Two->Draw();
968	+	save_with_ratio(TwoSF,TwoOF,kin3->cd(),"DoubleRatios/SFOF_Two");
969	+
970	+	TPad *kin4 = new TPad("kin4","kin4",0,0,1,1);
971	+	kin4->cd();
972	+	ThreeOF->Draw("histo");
973	+	ThreeSF->Draw("e1,same");
974	+	TLegend *leg_SFOF_Three = make_legend();
975	+	leg_SFOF_Three->SetHeader("t#bar{t} MC:");
976	+	leg_SFOF_Three->AddEntry(TwoOF,"OF, nJet#geq3","l");
977	+	leg_SFOF_Three->AddEntry(TwoSF,"SF, nJets#geq3","lp");
978	+	leg_SFOF_Three->Draw();
979	+	save_with_ratio(ThreeSF,ThreeOF,kin4->cd(),"DoubleRatios/SFOF_Three");
980	+
981	+
982	+	TwoSF->Scale(ThreeSF->Integral()/TwoSF->Integral());
983	+	TPad *kin = new TPad("kin","kin",0,0,1,1);
984	+	kin->cd();
985	+	TwoSF->Draw("histo");
986	+	ThreeSF->Draw("e1,same");
987	+	TLegend *leg_SF_Two_Three = make_legend();
988	+	leg_SF_Two_Three->SetHeader("t#bar{t} MC:");
989	+	leg_SF_Two_Three->AddEntry(TwoSF,"#splitline{SF, nJets==2}{ (scaled)}","l");
990	+	leg_SF_Two_Three->AddEntry(ThreeSF,"SF, nJets#geq3","lp");
991	+	leg_SF_Two_Three->Draw();
992	+	save_with_ratio(TwoSF,ThreeSF,kin->cd(),"DoubleRatios/SF_Two_Three");
993	+
994	+	TwoOF->Scale(ThreeOF->Integral()/TwoOF->Integral());
995	+	TPad *kin2 = new TPad("kin2","kin2",0,0,1,1);
996	+	kin2->cd();
997	+	TwoOF->Draw("histo");
998	+	ThreeOF->Draw("e1,same");
999	+	TLegend *leg_OF_Two_Three = make_legend();
1000	+	leg_OF_Two_Three->SetHeader("t#bar{t} MC:");
1001	+	leg_OF_Two_Three->AddEntry(TwoSF,"#splitline{OF, nJets==2}{ (scaled)}","l");
1002	+	leg_OF_Two_Three->AddEntry(ThreeSF,"OF, nJets#geq3","lp");
1003	+	leg_OF_Two_Three->Draw();
1004	+	save_with_ratio(TwoOF,ThreeOF,kin2->cd(),"DoubleRatios/OF_Two_Three");
1005	+
1006	+	}
1007	+
1008	+
1009		void do_kinematic_plots(string mcjzb, string datajzb, bool doPF=false)
1010		{
1011	+	//  switch_overunderflow(true);
1012		bool dolog=true;
1013		bool nolog=false;
1014	+
1015	+	bool doOFSF = false;
1016	+	bool doKin  = true;
1017	+	bool doDataComp = false;
1018	+	bool MakeTwoThreeJetComparison = false;
1019	+
1020	+
1021		if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
1022	<	float mll_low=40;
1022	>	float mll_low=50;
1023		float mll_hi=160;
1024		if(!PlottingSetup::RestrictToMassPeak) {
1025	<	mll_low=30;
1026	<	mll_hi=180;
1025	>	mll_low=20;
1026	>	mll_hi=320;
1027		}
1028	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
1029	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
1030	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
1031	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
1032	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
1033	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
1034	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
1035	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
1036	<	make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
1037	<	make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
1038	<	make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
1039	<	make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
1040	<	make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
1041	<	make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
1042	<	make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
1043	<	make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
1044	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets",doPF);
1045	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
1046	<	if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
1047	<	stringstream jzbcut;
1048	<	jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
1049	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
1028	>
1029	>	if(MakeTwoThreeJetComparison) MakeElegantTwoThreeComparisons();
1030	>
1031	>	if ( doOFSF ) {
1032	>	make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll");
1033	>
1034	>	//      make_OFSF_plots("pfJetGoodNum40", "met[4]>100",                        7, 3, 10, true, "#(jets)", "njets");
1035	>	//      make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", "njets_btagVeto");
1036	>	//      make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30>0",  7, 3, 10, true, "#(jets)", "njets_AtLeastOneBJet30");
1037	>
1038	>	//      make_OFSF_plots("pfJetGoodNumBtag30", "met[4]>100", 5, 0, 5, true, "#(b-jets)", "nbjets");
1039	>	//      make_OFSF_plots("pfJetGoodPtBtag[0]", "met[4]>100&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", "ptb1");
1040	>
1041	>	//     make_OFSF_plots("iso1", "met[4]>100", 20, 0, 0.3, true, "lepton 1 isolation", "iso1");
1042	>	//     make_OFSF_plots("iso2", "met[4]>100", 20, 0, 0.3, true, "lepton 2 isolation", "iso2");
1043	>	//  make_OFSF_plots("pt1",  "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1");
1044	>	//  make_OFSF_plots("pt2",  "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2");
1045	>	//     make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", 0.15);
1046	>	//     make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", 0.15);
1047	>	//  make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", 0.2);
1048	>	//  make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", 0.2);
1049	>	//     make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", 0.2);
1050	>	make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", "dphij1met", 0.2);
1051	>	//    make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", "dphi", 0.2);
1052	>	//    make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", "dphiMet1", 0.2);
1053	>	//    make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", "dphiMet2", 0.2);
1054	>	//    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");
1055	>	//    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");
1056	>	//    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");
1057	>	//    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");
1058	>	}
1059	>
1060	>	if ( doDataComp) {
1061	>	TCut mllCut("");
1062	>	float massmin = 15.;
1063	>	float massmax = 315;
1064	>	int massnbins = 60;
1065	>	/*    if ( !PlottingSetup::openBox ) {
1066	>	mllCut = "mll>70";
1067	>	massmin = 120;
1068	>	massmax = 360;
1069	>	massnbins = 14;
1070	>	}*/
1071	>
1072	>	TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
1073	>
1074	>	/*    make_data_comparison_plot("numVtx", "",40, -0.5, 39.5,-1., true, "N(Vertices)", "numVtx");
1075	>	make_data_comparison_plot("pfJetGoodEta[0]", "",50, -3.0, 3.0,-1., true, "N(Jets)", "pfJetGoodEta0");
1076	>
1077	>
1078	>	make_data_comparison_plot("pfJetGoodNum40", cutOSOF,10, -0.5, 9.5,-1., true, "N(Jets)", "njets_OF");
1079	>	make_data_comparison_plot("met[4]", cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_inclusive");
1080	>	make_data_comparison_plot("met[1]", cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_inclusive");
1081	>	make_data_comparison_plot("met[4]", cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_inclusive");
1082	>	make_data_comparison_plot("met[1]", cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_inclusive");
1083	>
1084	>	make_data_comparison_plot("met[4]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_exclusive");
1085	>	//    make_data_comparison_plot("met[1]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_exclusive");
1086	>	make_data_comparison_plot("met[4]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_exclusive");
1087	>	//    make_data_comparison_plot("met[1]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_exclusive");
1088	>	*/
1089	>
1090	>	string basiccutsaved = (const char*)basiccut;
1091	>
1092	>	string newbasiccut=basiccutsaved;
1093	>
1094	>	size_t found;
1095	>	found = newbasiccut.find( "pt2>20" );
1096	>	while (found!=string::npos){
1097	>	newbasiccut.replace( found, string( "pt2>20" ).length(), "pt2>10" );
1098	>	found = newbasiccut.find( "pt2>20" );
1099	>	}
1100	>	//    basiccut=TCut(newbasiccut.c_str());
1101	>	//    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSSF,60, 0., 300.,-1., false, "mll", "mll_SF_Aachen_pt2010_met");
1102	>	//    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSOF,60, 0., 300.,-1., false, "mll", "mll_OF_Aachen_pt2010_met");
1103	>	//    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_Aachen_pt2010_t1cpfmet");
1104	>	//    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_Aachen_pt2010_t1cpfmet");
1105	>	//    basiccut=TCut(basiccutsaved.c_str());
1106	>
1107	>	//     make_data_comparison_plot("pfJetGoodNum40", cutOSSF, 8, 0., 8.,-1., true, "#(jets)", "njets_SF");
1108	>	//     make_data_comparison_plot("pfJetGoodNum40", cutOSOF, 8, 0., 8.,-1., true, "#(jets)", "njets_OF");
1109	>
1110	>	//     make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_met");
1111	>	//     make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_met");
1112	>	//     make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_t1cpfmet");
1113	>	//     make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_t1cpfmet");
1114	>
1115	>
1116	>	/*     make_data_comparison_plot("mll", cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive");
1117	>	make_data_comparison_plot("mll", cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_ee");
1118	>	make_data_comparison_plot("mll", cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_mm");
1119	>	make_data_comparison_plot("mll", cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_inclusive");
1120	>	make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_ee");
1121	>	make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_mm");
1122	>	make_data_comparison_plot("mll", cutnJets&&cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive");
1123	>	make_data_comparison_plot("mll", cutnJets&&cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_exclusive");
1124	>	*/
1125	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig");
1126	>	make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
1127	>
1128	>	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");
1129	>	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");
1130	>
1131	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
1132	>	make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_btagVeto");
1133	>
1134	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
1135	>	make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_AtLeastOneBJet");
1136	>
1137	>	/*
1138	>	make_data_comparison_plot("mll", mllCut&&cutOSOF&&cutSignal, massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
1139	>	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");
1140	>	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");
1141	>
1142	>	make_data_comparison_plot("pfJetGoodNum40", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_SF_sig");
1143	>	make_data_comparison_plot("pfJetGoodNum40", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_OF_sig");
1144	>	make_data_comparison_plot("pfJetGoodNumBtag30", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_SF_sig");
1145	>	make_data_comparison_plot("pfJetGoodNumBtag30", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_OF_sig");
1146	>	*/
1147	>	}
1148	>
1149	>
1150	>	if ( doKin ) {
1151	>	string mllCut("");
1152	>	/*
1153	>	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);
1154	>	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);
1155	>	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);
1156	>	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);
1157	>
1158	>	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);
1159	>	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);
1160	>	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);
1161	>	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);
1162	>
1163	>
1164	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&cutnJets),120,0,1200,dolog,"H_{T}","HT_3jets_OF",doPF,true);
1165	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&cutnJets) ,120,0,1200,dolog,"H_{T}","HT_3jets_SF",doPF,true);
1166	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&cutnJets&&TCut("met[4]>100")),120,0,1200,dolog,"H_{T}","HT_3jets_OF_MET100",doPF,true);
1167	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&cutnJets&&TCut("met[4]>100")) ,120,0,1200,dolog,"H_{T}","HT_3jets_SF_MET100",doPF,true);
1168	>
1169	>
1170	>	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);
1171	>	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);
1172	>	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);
1173	>	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);
1174	>
1175	>	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);
1176	>	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);
1177	>	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);
1178	>	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);
1179	>
1180	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_SF_20to70",doPF,true);
1181	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_OF_20to70",doPF,true);
1182	>
1183	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_SF_above120",doPF,true);
1184	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_OF_above120",doPF,true);*/
1185	>
1186	>	/*     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);
1187	>	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);
1188	>
1189	>	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);
1190	>	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);
1191	>	*/
1192	>
1193	>
1194	>
1195	>
1196	>
1197	>
1198	>
1199	>	//      make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
1200	>	//      make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
1201	>	// Plots in signal region
1202	>	//     make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
1203	>
1204	>
1205	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll");
1206	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==0"),dolog,"m_{ll} [GeV]","kinSys/mll_ee");
1207	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==1"),dolog,"m_{ll} [GeV]","kinSys/mll_mm");
1208	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_osof");
1209	>
1210	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive");
1211	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive_osof");
1212	>
1213	>	DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSSF,dolog,"nJets","kinSys/nJets_ossf");
1214	>	DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSOF,dolog,"nJets","kinSys/nJets_osof");
1215	>
1216	>	DoMCSystPlot("pfJetGoodPt[0]/pfJetGoodPt[1]",45,1,10,cutnJets&&cutOSSF,dolog,"p_{T}^{J1} / p_{T}^{J2}","kinSys/j1j2ratio");
1217	>	DoMCSystPlot("TMath::Abs(pfJetDphiMet[0])",32,0,3.2,cutnJets&&cutOSSF,dolog,"|#Delta#phi(jet1,MET)|","kinSys/j1j2ratio");
1218	>
1219	>	DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSSF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_ossf");
1220	>	DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSOF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_ossf");
1221	>
1222	>
1223	>
1224	>	make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
1225	>	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);
1226	>	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);
1227	>	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);
1228	>
1229	>	make_kin_plot("pfJetGoodNum40",mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
1230	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
1231	>
1232	>	//     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);
1233	>	//     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);
1234	>	//     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);
1235	>	//     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);
1236	>
1237	>
1238	>	//     make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets_met100",doPF);
1239	>	//     make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof_met100",doPF);
1240	>
1241	>	// Further inclusive invariant mass plots
1242	>	make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
1243	>	//     make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
1244	>	//     make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
1245	>	make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
1246	>
1247	>	//make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
1248	>	//if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
1249	>
1250	>
1251	>	// Number of jets
1252	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
1253	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
1254	>	//make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
1255	>
1256	>	// Others
1257	>	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
1258	>	//  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
1259	>	//  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
1260	>	make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
1261	>	make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
1262	>	make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
1263	>	make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
1264	>	make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
1265	>	//   stringstream jzbcut;
1266	>	//   jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
1267	>	//   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
1268	>	//   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);
1269	>	//   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);
1270	>	//   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);
1271	>	//   stringstream jzbcut2;
1272	>	//   jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
1273	>	//   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
1274	>	//   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);
1275	>	//   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);
1276	>	//   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);
1277	>	//   stringstream jzbcut3;
1278	>	//   jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
1279	>	//   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
1280	>	//   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);
1281	>	//   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);
1282	>	//   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);
1283	>
1284	>	//   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);
1285	>	//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);
1286	>	//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);
1287	>	}
1288	>
1289	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
1290	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
1291	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
1292	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
1293	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
1294	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
1295	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
1296	>
1297	>	//   make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
1298	>	//   make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
1299	>
1300	>	switch_overunderflow(false);
1301		}
1302
1303		void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
1304		int nbins, float xmin, float xmax, bool log,
1305		float ymin=0, float ymax=0, bool leftJustified=false ) {
1306	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
1306	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
1307
1308		TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
1309		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__));
1310	<	if(var=="numVtx") cutWeight=TCut("1.0");
1310	>	//if(var=="numVtx") cutWeight=TCut("1.0");
1311		TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
1312		TCut jzbMC[]  = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
1313
1314		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
1315		int nRegions=4;
1316	<	if(!PlottingSetup::RestrictToMassPeak) {
1316	>	if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
1317		nRegions=2;
1318		}
1319
#	Line 404 | Line 1331 | void make_comp_plot( string var, string
1331		TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
1332		ccomp->SetLogy(log);
1333		TH1F *datahisto = allsamples.Draw("datahisto",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
1334	<	TH1F *lm4histo = signalsamples.Draw("lm4histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
1334	>	TH1F *lm3histo  = signalsamples.Draw("lm3histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
1335		THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],  mc,  luminosity);
1336		datahisto->SetMarkerSize(DataMarkerSize);
1337		if (ymax>ymin) datahisto->SetMaximum(ymax);
1338	<	lm4histo->SetLineStyle(2);
1338	>	lm3histo->SetLineStyle(2);
1339		datahisto->Draw("e1");
1340	<	mcstack.Draw("same");
1340	>	mcstack.Draw("histo,same");
1341		datahisto->Draw("same,e1");
1342	<	//      lm4histo->Draw("hist,same");
1342	>	lm3histo->Draw("hist,same");
1343		TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
1344		if ( leftJustified ) {
1345		Float_t w = kinleg->GetX2()-kinleg->GetX1();
1346		kinleg->SetX1(0.2);
1347		kinleg->SetX2(0.2+w);
1348		}
1349	<	//      kinleg->AddEntry(lm4histo,"LM4","l");
1349	>	kinleg->AddEntry(lm3histo,"LM3","l");
1350		kinleg->Draw();
1351		TText* write_variable = write_text(0.99,0.01,var);
1352		write_variable->SetTextAlign(31);
#	Line 428 | Line 1355 | void make_comp_plot( string var, string
1355		CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
1356		delete datahisto;
1357		delete ccomp;
1358	<	delete lm4histo;
1358	>	delete lm3histo;
1359		}
1360		cutWeight=weightbackup;
1361		}
#	Line 438 | Line 1365 | void region_comparison_plots(string mcjz
1365		dout << "Creating comparison plots for signal and control regions" << endl;
1366		// Compare a few quantities in the signal region and all 7 control regions
1367
1368	<	switch_overunderflow(true);  // switching overflow/underflow bins on
1368	>	//  switch_overunderflow(true);  // switching overflow/underflow bins on
1369
1370	<
1370	>	switch_overunderflow(true);
1371		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
1372	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
1372	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
1373		float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
1374		float mll_low=50;float mll_high=170;
1375		if(!PlottingSetup::RestrictToMassPeak) {
1376	<	mll_high=200;
1377	<	mll_low=50;
1376	>	mll_high=300;
1377	>	mll_low=20;
1378		}
1379	<	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
1379	>	make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
1380	>	make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
1381	>
1382	>	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
1383		make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
1384	<	make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
1384	>	make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
1385	>	make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
1386		make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
1387	<	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
1387	>	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
1388		make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
1389		make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
1390	+	make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
1391	+	make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
1392		}
1393
1394		switch_overunderflow(false); // switching overflow/underflow bins off
#	Line 480 | Line 1413 | void signal_bg_comparison()
1413		float simulatedlumi=luminosity;//in pb please - adjust to your likings
1414
1415		TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/DY"));
1416	<	TH1F *JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM4"));
1416	>	TH1F *JZBplotLM4;
1417	>	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"));
1418	>	else JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM3"));
1419		TH1F *JZBplotTtbar = allsamples.Draw("JZBplotTtbar",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("TTJets"));
1420
1421		JZBplotTtbar->SetLineColor(allsamples.GetColor("TTJet"));
#	Line 504 | Line 1439 | void signal_bg_comparison()
1439		TLegend *signal_bg_comparison_leg2 =  make_legend("",0.55,0.75,false);
1440		signal_bg_comparison_leg2->AddEntry(JZBplotZJETs,"Z+Jets","f");
1441		signal_bg_comparison_leg2->AddEntry(JZBplotTtbar,"t#bar{t}","f");
1442	<	signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
1442	>	if(PlottingSetup::RestrictToMassPeak) signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
1443	>	else signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM3","f");
1444		signal_bg_comparison_leg2->Draw();
1445		DrawMCPrelim(simulatedlumi);
1446		CompleteSave(can,"jzb_bg_vs_signal_distribution");
#	Line 651 | Line 1587 | vector<TF1*> do_extended_fit_to_plot(TH1
1587		//      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)
1588		TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
1589		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1590	<	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);
1590	>	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);
1591
1592
1593		TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
#	Line 746 | Line 1682 | if you want to start from scratch (witho
1682		return return_functions;
1683		}
1684
1685	<	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false )
1685	>	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
1686		{
1687	+
1688		bool is_data=false;
1689		bool use_signal=false;
1690		if(use_data==1) is_data=true;
1691		if(use_data==2) use_signal=true;
1692	<	int nbins=50;//100;
1693	<	if(is_data) nbins=50;
1692	>	int nbins=int(high/10);//100;
1693	>	if(is_data) nbins=int(high/10);
1694		float low=0;
1695	<	float hi=500;
1695	>	float hi=high;
1696	>
1697	>	stringstream cutpositiveS;
1698	>	cutpositiveS << "(" << jzb << ">0)";
1699	>	TCut cutpositive(cutpositiveS.str().c_str());
1700	>	stringstream cutnegativeS;
1701	>	cutnegativeS << "(" << jzb << "<0)";
1702	>	TCut cutnegative(cutnegativeS.str().c_str());
1703	>
1704	>
1705		TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
1706	<	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1707	<	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1708	<	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1709	<	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1706	>	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1707	>	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1708	>	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1709	>	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1710	>
1711		blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
1712		blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
1713		blankback->GetXaxis()->CenterTitle();
#	Line 774 | Line 1721 | void do_prediction_plot(string jzb, TCan
1721
1722		TH1F *RcorrJZBeemmNoS;
1723
1724	<	//these are for the ratio
1725	<	TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1726	<	TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1727	<	TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1728	<	TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1724	>	//these are for the ratio
1725	>	TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1726	>	TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1727	>	TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1728	>	TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1729
1730		TH1F *JRcorrJZBSBem;
1731		TH1F *JLcorrJZBSBem;
1732		TH1F *JRcorrJZBSBeemm;
1733		TH1F *JLcorrJZBSBeemm;
1734
1735	<	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);
1735	>	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);
1736
1737
1738	<	if(PlottingSetup::RestrictToMassPeak) {
1739	<	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1740	<	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1741	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1742	<	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1743	<
1738	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1739	>	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1740	>	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1741	>	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1742	>	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1743	>
1744		//these are for the ratio
1745	<	JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1746	<	JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1747	<	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1748	<	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
802	<
1745	>	JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1746	>	JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1747	>	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1748	>	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1749		}
1750
1751		TH1F *lm4RcorrJZBeemm;
1752	<	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"));
1752	>	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"));
1753
1754		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
1755
#	Line 812 | Line 1758 | void do_prediction_plot(string jzb, TCan
1758
1759		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
1760		TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
1761	<	if(PlottingSetup::RestrictToMassPeak) {
1761	>
1762	>	TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
1763	>	ClearHisto(BpredSys);
1764	>
1765	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1766		Bpred->Add(RcorrJZBem,1.0/3.);
1767		Bpred->Add(LcorrJZBem,-1.0/3.);
1768		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 834 | Line 1784 | void do_prediction_plot(string jzb, TCan
1784		JBpred->Add(JLcorrJZBSBem,-1.0/3.);
1785		JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
1786		JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
1787	+
1788	+	//Systematics:
1789	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertONPEAK*zjetsestimateuncertONPEAK);
1790	+	AddSquared(BpredSys,JRcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
1791	+	AddSquared(BpredSys,JLcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
1792	+	AddSquared(BpredSys,JRcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
1793	+	AddSquared(BpredSys,JLcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
1794	+	AddSquared(BpredSys,JRcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
1795	+	AddSquared(BpredSys,JLcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
1796		} else {
1797		Bpred->Add(RcorrJZBem,1.0);
1798		Bpred->Add(LcorrJZBem,-1.0);
#	Line 843 | Line 1802 | void do_prediction_plot(string jzb, TCan
1802		//these are for the ratio
1803		JBpred->Add(JRcorrJZBem,1.0);
1804		JBpred->Add(JLcorrJZBem,-1.0);
1805	+
1806	+	//Systematics
1807	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertOFFPEAK*zjetsestimateuncertOFFPEAK);
1808	+	AddSquared(BpredSys,JRcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1809	+	AddSquared(BpredSys,JLcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1810	+
1811		}
1812
1813	<
1814	<
1813	>	SQRT(BpredSys);
1814	>	BpredSys->Divide(JBpred);
1815	>
1816		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
1817		TH1F *Tpred = (TH1F*)RcorrJZBem->Clone("Bpred");
1818		Tpred->Add(LcorrJZBem,-1.0);
1819	<	if(PlottingSetup::RestrictToMassPeak) {
1819	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1820		Tpred->Add(RcorrJZBSBem,1.0);
1821		Tpred->Add(LcorrJZBSBem,-1.0);
1822		Tpred->Add(RcorrJZBSBeemm,1.0);
#	Line 890 | Line 1856 | void do_prediction_plot(string jzb, TCan
1856		blankback->Draw();
1857		if(use_data==1)
1858		{
1859	+	//Bpred->SetLineWidth(3); //paper style.overruled.
1860	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style.overruled.
1861		analytical_function = do_extended_fit_to_plot(Bpred,Tpred,LcorrJZBeemm,LcorrJZBem,is_data);
1862		kinpad->cd();//necessary because the extended fit function creates its own canvas
1863		RcorrJZBeemm->Draw("e1x0,same");
1864
1865		Bpred->Draw("hist,same");
1866	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1866	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1867		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1868	+	//lm4RcorrJZBeemm->Draw("hist,same");
1869		legBpred->AddEntry(RcorrJZBeemm,"observed","p");
1870		legBpred->AddEntry(Bpred,"predicted","l");
1871	<	legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1872	<	legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1873	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1871	>	//    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1872	>	//    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1873	>	//     legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
1874		legBpred->Draw();
1875		DrawPrelim();
1876
1877		//this plot shows what the prediction is composed of
1878	<	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1879	<	specialcanv->SetLogy(1);
1880	<	Zjetspred->SetFillColor(kYellow);
1881	<	Zjetspred->SetLineColor(kYellow);
1882	<	TTbarpred->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1883	<	TTbarpred->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1878	>	TPad *predcomppad = new TPad("predcomppad","predcomppad",0,0,1,1);
1879	>	float CurrentBpredLineWidth=Bpred->GetLineWidth();
1880	>	Bpred->SetLineWidth(2);
1881	>	predcomppad->cd();
1882	>	predcomppad->SetLogy(1);
1883	>	TH1F *jzbnegative = (TH1F*)LcorrJZBeemm->Clone("jzbnegative");
1884	>	TH1F *sidebandsemu = (TH1F*)Bpred->Clone("sidebandsemu");
1885	>	sidebandsemu->Add(jzbnegative,-1);
1886	>
1887	>	jzbnegative->SetFillColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
1888	>	jzbnegative->SetLineColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
1889	>	sidebandsemu->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1890	>	sidebandsemu->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1891	>
1892		THStack predcomposition("predcomposition","prediction composition");
1893	<	predcomposition.Add(TTbarpred);
1894	<	predcomposition.Add(Zjetspred);
1893	>	predcomposition.Add(sidebandsemu);
1894	>	predcomposition.Add(jzbnegative);
1895		blankback->Draw();
1896		RcorrJZBeemm->Draw("e1x0,same");
1897		predcomposition.Draw("histo,same");//
1898		Bpred->Draw("hist,same");
1899	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1899	>	//    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1900		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1901	<	legBpred->Draw();
1901	>	//    lm4RcorrJZBeemm->SetLineColor(kOrange+1);
1902	>	lm4RcorrJZBeemm->SetLineWidth(2);
1903	>	//lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
1904	>	//     lm4RcorrJZBeemm->Draw("histo,same");
1905		DrawPrelim();
1906	<	TLegend *specialleg = new TLegend(0.6,0.4,0.89,0.55);
1907	<	specialleg->SetFillColor(kWhite);specialleg->SetLineColor(kWhite);
1908	<	specialleg->AddEntry(Zjetspred,"Z+Jets prediction","f");
1909	<	specialleg->AddEntry(TTbarpred,"t#bar{t} prediction","f");
1910	<	specialleg->Draw("same");
1911	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionComposition");
1912	<
1913	<	THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1906	>	TLegend *speciallegBpred = make_legend("",0.45,0.55);
1907	>	//TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
1908	>	speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
1909	>	speciallegBpred->AddEntry(Bpred,"Total background","l");
1910	>	speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
1911	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1912	>	else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
1913	>	//    speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
1914	>	//     speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1915	>	speciallegBpred->Draw();
1916	>	save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
1917	>
1918	>	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1919	>	specialcanv->SetLogy(1);
1920	>	//    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1921		blankback->Draw();
1922	<	kostack.Draw("same");
1922	>	//    kostack.Draw("same");
1923	>	predcomposition.Draw("hist");
1924		Bpred->Draw("hist,same");
1925	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1925	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1926		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1927		legBpred->Draw();
1928		DrawPrelim();
1929	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionCompositioninMC");
1929	>	CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
1930	>	Bpred->SetLineWidth((int)CurrentBpredLineWidth);
1931	>
1932	>
1933	>	//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;
1934
1935	<	delete specialcanv;
944	<	delete specialleg;
1935	>	delete speciallegBpred;
1936		delete Zjetspred;
1937		delete TTbarpred;
1938
#	Line 949 | Line 1940 | void do_prediction_plot(string jzb, TCan
1940		}
1941		if(use_data==0) {
1942		RcorrJZBeemm->Draw("e1x0,same");
1943	+	//Bpred->SetLineWidth(3); // paper style. overruled.
1944		Bpred->Draw("hist,same");
1945		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1946	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
1947	<	legBpred->AddEntry(Bpred,"MC predicted","l");
1946	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1947	>	legBpred->AddEntry(Bpred,"MC predicted","l");
1948		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
1949		if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
1950	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1950	>	//     if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1951		legBpred->Draw();
1952		DrawMCPrelim();
1953		Bpredsaveas="Bpred_MC";
#	Line 963 | Line 1955 | void do_prediction_plot(string jzb, TCan
1955		}
1956		if(use_data==2) {
1957		RcorrJZBeemm->Draw("e1x0,same");
1958	+	//Bpred->SetLineWidth(3); // paper style. overruled.
1959		Bpred->Draw("hist,same");
1960		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1961	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
1961	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1962		legBpred->AddEntry(Bpred,"MC predicted","l");
1963	<	legBpred2->AddEntry(RcorrJZBeemm,"MC observed","p");
1963	>	legBpred2->AddEntry(RcorrJZBeemm,"MC true","p");
1964		legBpred2->AddEntry(Bpred,"MC predicted","l");
1965		{
1966		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18 --> now only allowed for root >=v5.30
#	Line 978 | Line 1971 | void do_prediction_plot(string jzb, TCan
1971		//      CompleteSave(globalcanvas,"Bpred_MCwithS"); // done below in save_with_ratio
1972		}
1973		{
1974	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style. overruled.
1975	+	//RcorrJZBeemmNoS->SetLineWidth(3); //paper style. overruled.
1976	+	//lm4RcorrJZBeemm->SetLineStyle(2); //paper style. overruled.
1977	+	//RcorrJZBeemmNoS->SetLineStyle(3); //paper style. overruled.
1978	+	//lm4RcorrJZBeemm->SetLineColor(kOrange+1); //paper style. overruled.
1979	+
1980		RcorrJZBeemmNoS->SetLineStyle(2);
1981		legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
1982	<	legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
1982	>	//       legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
1983		legBpred2->Draw();
1984		RcorrJZBeemmNoS->SetLineColor(TColor::GetColor("#61210B"));
1985		RcorrJZBeemmNoS->Draw("histo,same");
#	Line 996 | Line 1995 | void do_prediction_plot(string jzb, TCan
1995		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
1996		string ytitle("ratio");
1997		if ( use_data==1 ) ytitle = "data/pred";
1998	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1998	>	//save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1999	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
2000
1001	–
1002	–	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1003	–	/// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1004	–	if(!PlottingSetup::RestrictToMassPeak) return;
1005	–	TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
1006	–	Bpredem->Add(RcorrJZBem);
1007	–	Bpredem->Add(LcorrJZBem,-1);
1008	–	TH1F *BpredSBem = (TH1F*)LcorrJZBeemm->Clone("BpredSBem");
1009	–	BpredSBem->Add(RcorrJZBSBem);
1010	–	Bpred->Add(LcorrJZBSBem,-1);
1011	–	TH1F *BpredSBeemm = (TH1F*)LcorrJZBeemm->Clone("BpredSBeemm");
1012	–	BpredSBeemm->Add(RcorrJZBSBeemm);
1013	–	BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1014	–	globalcanvas->cd();
1015	–	globalcanvas->SetLogy(1);
2001
1017	–	RcorrJZBeemm->SetMarkerStyle(20);
1018	–	RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1019	–	blankback->Draw();
1020	–	RcorrJZBeemm->Draw("e1x0,same");
1021	–	RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
2002
2003	<	Bpredem->SetLineColor(kRed+1);
2004	<	Bpredem->SetStats(0);
2005	<	Bpredem->Draw("hist,same");
2006	<
2007	<	BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
2008	<	BpredSBem->SetLineStyle(2);
2009	<	BpredSBem->Draw("hist,same");
2010	<
2011	<	BpredSBeemm->SetLineColor(kBlue+1);
2012	<	BpredSBeemm->SetLineStyle(3);
2013	<	BpredSBeemm->Draw("hist,same");
2014	<	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
2015	<
2016	<	TLegend *legBpredc = make_legend("",0.6,0.55);
2017	<	if(use_data==1)
2018	<	{
2019	<	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
2020	<	legBpredc->AddEntry(Bpredem,"OFZP","l");
2021	<	legBpredc->AddEntry(BpredSBem,"OFSB","l");
2022	<	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
2023	<	legBpredc->Draw();
2024	<	CompleteSave(globalcanvas,"Bpred_Data_comparison");
2025	<	}
2026	<	if(use_data==0) {
2027	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
2028	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
2029	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
2030	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
2031	<	legBpredc->Draw();
2032	<	CompleteSave(globalcanvas,"Bpred_MC_comparison");
2033	<	}
2034	<	if(use_data==2) {
2035	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
2036	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
2037	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
2038	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
2039	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2040	<	legBpredc->Draw();
2041	<	CompleteSave(globalcanvas,"Bpred_MCwithS_comparison");
2003	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2004	>	// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
2005	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2006	>	TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
2007	>	Bpredem->Add(RcorrJZBem);
2008	>	Bpredem->Add(LcorrJZBem,-1);
2009	>	TH1F *BpredSBem = (TH1F*)LcorrJZBeemm->Clone("BpredSBem");
2010	>	BpredSBem->Add(RcorrJZBSBem);
2011	>	Bpred->Add(LcorrJZBSBem,-1);
2012	>	TH1F *BpredSBeemm = (TH1F*)LcorrJZBeemm->Clone("BpredSBeemm");
2013	>	BpredSBeemm->Add(RcorrJZBSBeemm);
2014	>	BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
2015	>	globalcanvas->cd();
2016	>	globalcanvas->SetLogy(1);
2017	>
2018	>	RcorrJZBeemm->SetMarkerStyle(20);
2019	>	RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
2020	>	blankback->Draw();
2021	>	RcorrJZBeemm->Draw("e1x0,same");
2022	>	RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
2023	>
2024	>	Bpredem->SetLineColor(kRed+1);
2025	>	Bpredem->SetStats(0);
2026	>	Bpredem->Draw("hist,same");
2027	>
2028	>	BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
2029	>	BpredSBem->SetLineStyle(2);
2030	>	BpredSBem->Draw("hist,same");
2031	>
2032	>	BpredSBeemm->SetLineColor(kBlue+1);
2033	>	BpredSBeemm->SetLineStyle(3);
2034	>	BpredSBeemm->Draw("hist,same");
2035	>	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
2036	>
2037	>	TLegend *legBpredc = make_legend("",0.6,0.55);
2038	>	if(use_data==1)
2039	>	{
2040	>	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
2041	>	legBpredc->AddEntry(Bpredem,"OFZP","l");
2042	>	legBpredc->AddEntry(BpredSBem,"OFSB","l");
2043	>	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
2044	>	legBpredc->Draw();
2045	>	CompleteSave(globalcanvas,subdir+"Bpred_Data_comparison");
2046	>	}
2047	>	if(use_data==0) {
2048	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
2049	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
2050	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
2051	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
2052	>	legBpredc->Draw();
2053	>	CompleteSave(globalcanvas,subdir+"Bpred_MC_comparison");
2054	>	}
2055	>	if(use_data==2) {
2056	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
2057	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
2058	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
2059	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
2060	>	//       if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2061	>	legBpredc->Draw();
2062	>	CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
2063	>	}
2064		}
2065	+
2066	+	TFile *f = new TFile("tester.root","RECREATE");
2067	+	RcorrJZBeemm->Write();
2068	+	Bpred->Write();
2069	+	f->Close();
2070	+
2071		delete RcorrJZBeemm;
2072		delete LcorrJZBeemm;
2073		delete RcorrJZBem;
#	Line 1072 | Line 2080 | void do_prediction_plot(string jzb, TCan
2080
2081		delete blankback;
2082
2083	<	if(PlottingSetup::RestrictToMassPeak) {
2083	>	delete BpredSys;
2084	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2085		delete RcorrJZBSBem;
2086		delete LcorrJZBSBem;
2087		delete RcorrJZBSBeemm;
#	Line 1087 | Line 2096 | void do_prediction_plot(string jzb, TCan
2096		}
2097
2098		void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
2099	+	switch_overunderflow(true);
2100		TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
2101	<	do_prediction_plot(datajzb,globalcanvas,DataSigma,jzbHigh ,data,overlay_signal);
2102	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mc,overlay_signal);
2103	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mcwithsignal,overlay_signal);
2104	<	}
1095	<
1096	<	void do_ratio_plot(int is_data,vector<float> binning, string jzb, TCanvas *can, float high=-9999) {
1097	<	bool do_data=0;
1098	<	bool dosignal=0;
1099	<	if(is_data==1) do_data=1;
1100	<	if(is_data==2) dosignal=1;
1101	<	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1102	<	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1103	<	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1104	<	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1105	<
1106	<	TH1F *RcorrJZBSBem;
1107	<	TH1F *LcorrJZBSBem;
1108	<	TH1F *RcorrJZBSBeemm;
1109	<	TH1F *LcorrJZBSbeemm;
1110	<
1111	<	if(PlottingSetup::RestrictToMassPeak) {
1112	<	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1113	<	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1114	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1115	<	LcorrJZBSbeemm = allsamples.Draw("LcorrJZBSbeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1116	<	}
1117	<
1118	<
1119	<
1120	<
1121	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1122	<	TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
1123	<	if(PlottingSetup::RestrictToMassPeak) {
1124	<	Bpred->Add(RcorrJZBem,1.0/3);
1125	<	Bpred->Add(LcorrJZBem,-1.0/3);
1126	<	Bpred->Add(RcorrJZBSBem,1.0/3);
1127	<	Bpred->Add(LcorrJZBSBem,-1.0/3);
1128	<	Bpred->Add(RcorrJZBSBeemm,1.0/3);
1129	<	Bpred->Add(LcorrJZBSbeemm,-1.0/3);
2101	>	do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
2102	>	if ( !PlottingSetup::Approved ) {
2103	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
2104	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
2105		} else {
2106	<	Bpred->Add(RcorrJZBem,1.0);
1132	<	Bpred->Add(LcorrJZBem,-1.0);
2106	>	write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
2107		}
2108	<
2109	<	can->cd();
1136	<	can->SetLogy(0);
1137	<	Bpred->SetLineColor(kRed);
1138	<	Bpred->SetStats(0);
1139	<	if(high>0) Bpred->GetXaxis()->SetRangeUser(0,high);
1140	<	TH1F *JZBratioforfitting=(TH1F*)RcorrJZBeemm->Clone("JZBratioforfitting");
1141	<	JZBratioforfitting->Divide(Bpred);
1142	<	TGraphAsymmErrors *JZBratio = histRatio(RcorrJZBeemm,Bpred,is_data,binning,false);
1143	<
1144	<
1145	<	JZBratio->SetTitle("");
1146	<	JZBratio->GetYaxis()->SetRangeUser(0.0,9.0);
1147	<	//  if(is_data==1) JZBratio->GetXaxis()->SetRangeUser(0,jzbHigh );
1148	<
1149	<	TF1 *pol0 = new TF1("pol0","[0]",0,1000);
1150	<	TF1 *pol0d = new TF1("pol0","[0]",0,1000);
1151	<	//  straightline_fit->SetParameter(0,1);
1152	<	JZBratioforfitting->Fit(pol0,"Q0R","",0,30);
1153	<	pol0d->SetParameter(0,pol0->GetParameter(0));
1154	<
1155	<	JZBratio->GetYaxis()->SetTitle("Observed/Predicted");
1156	<	JZBratio->GetXaxis()->SetTitle("JZB [GeV]");
1157	<	if ( high>0 ) JZBratio->GetXaxis()->SetRangeUser(0.0,high);
1158	<	JZBratio->GetYaxis()->SetNdivisions(519);
1159	<	JZBratio->GetYaxis()->SetRangeUser(0.0,4.0);
1160	<	JZBratio->GetYaxis()->CenterTitle();
1161	<	JZBratio->GetXaxis()->CenterTitle();
1162	<	JZBratio->SetMarkerSize(DataMarkerSize);
1163	<	JZBratio->Draw("AP");
1164	<	/////----------------------------
1165	<	TPaveText *writeresult = new TPaveText(0.15,0.78,0.49,0.91,"blNDC");
1166	<	writeresult->SetFillStyle(4000);
1167	<	writeresult->SetFillColor(kWhite);
1168	<	writeresult->SetTextFont(42);
1169	<	writeresult->SetTextSize(0.03);
1170	<	writeresult->SetTextAlign(12);
1171	<	ostringstream jzb_agreement_data_text;
1172	<	jzb_agreement_data_text<< setprecision(2) << "mean =" << pol0->GetParameter(0) << " #pm " << setprecision(1) <<  pol0->GetParError(0);
1173	<	if(is_data==1) fitresultconstdata=pol0->GetParameter(0);// data
1174	<	if(is_data==0) fitresultconstmc=pol0->GetParameter(0); // monte carlo, no signal
1175	<	/*  if(is_data) writeresult->AddText("Data closure test");
1176	<	else writeresult->AddText("MC closure test");
1177	<	*/
1178	<	writeresult->AddText(jzb_agreement_data_text.str().c_str());
1179	<	//  writeresult->Draw("same");
1180	<	//  pol0d->Draw("same");
1181	<	TF1 *topline =  new TF1("","1.5",0,1000);
1182	<	TF1 *bottomline =  new TF1("","0.5",0,1000);
1183	<	topline->SetLineColor(kBlue);
1184	<	topline->SetLineStyle(2);
1185	<	bottomline->SetLineColor(kBlue);
1186	<	bottomline->SetLineStyle(2);
1187	<	//  topline->Draw("same");
1188	<	//  bottomline->Draw("same");
1189	<	TF1 *oneline = new TF1("","1.0",0,1000);
1190	<	oneline->SetLineColor(kBlue);
1191	<	oneline->SetLineStyle(1);
1192	<	oneline->Draw("same");
1193	<	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.
1194	<	if(is_data==1) DrawPrelim();
1195	<	else DrawMCPrelim();
1196	<	TLegend *leg = new TLegend(0.55,0.75,0.89,0.89);
1197	<	leg->SetTextFont(42);
1198	<	leg->SetTextSize(0.04);
1199	<	//   if(is_data==1) leg->SetHeader("Ratio (data)");
1200	<	//   else leg->SetHeader("Ratio (MC)");
1201	<
1202	<	TString MCtitle("MC ");
1203	<	if (is_data==1) MCtitle = "";
1204	<
1205	<	leg->SetFillStyle(4000);
1206	<	leg->SetFillColor(kWhite);
1207	<	leg->SetTextFont(42);
1208	<	//  leg->AddEntry(topline,"+20\% sys envelope","l");
1209	<	leg->AddEntry(JZBratio,MCtitle+"obs / "+MCtitle+"pred","p");
1210	<	leg->AddEntry(oneline,"ratio = 1","l");
1211	<	//  leg->AddEntry(pol0d,"fit in [0,30] GeV","l");
1212	<	//  leg->AddEntry(bottomline,"#pm50% envelope","l");
1213	<
1214	<
1215	<	//leg->Draw("same"); // no longer drawing legend
1216	<
1217	<	if(is_data==1) CompleteSave(can, "jzb_ratio_data");
1218	<	if(is_data==0) CompleteSave(can, "jzb_ratio_mc");
1219	<	if(is_data==2) CompleteSave(can, "jzb_ratio_mc_BandS");//special case, MC with signal!
1220	<
1221	<	delete RcorrJZBeemm;
1222	<	delete LcorrJZBeemm;
1223	<	delete RcorrJZBem;
1224	<	delete LcorrJZBem;
1225	<
1226	<	delete RcorrJZBSBem;
1227	<	delete LcorrJZBSBem;
1228	<	delete RcorrJZBSBeemm;
1229	<	delete LcorrJZBSbeemm;
1230	<	}
1231	<
1232	<	void do_ratio_plots(string mcjzb,string datajzb,vector<float> ratio_binning) {
1233	<	TCanvas *globalc = new TCanvas("globalc","Ratio Plot Canvas");
1234	<	globalc->SetLogy(0);
1235	<
1236	<	do_ratio_plot(mc,ratio_binning,mcjzb,globalc, jzbHigh  );
1237	<	do_ratio_plot(data,ratio_binning,datajzb,globalc, jzbHigh  );
1238	<	do_ratio_plot(mcwithsignal,ratio_binning,mcjzb,globalc, jzbHigh  );
2108	>	delete globalcanvas;
2109	>	switch_overunderflow(false);
2110		}
2111
2112		string give_jzb_expression(float peak, int type) {
#	Line 1423 | Line 2294 | void draw_pure_jzb_histo(TCut cut,string
2294		datahisto->SetMinimum(0.1);
2295		datahisto->SetMarkerSize(DataMarkerSize);
2296		datahisto->Draw("e1");
2297	<	mcstack.Draw("same");
2297	>	mcstack.Draw("histo,same");
2298		datahisto->Draw("same,e1");
2299
2300		TLegend *leg;
2301	<	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
2302	<	else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
2303	<	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
2304	<	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
2305	<	else {
2306	<	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
2307	<	exit(-1);
2308	<	}
2301	>	if (!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
2302	>	if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
2303	>	else leg = allsamples.allbglegend("Same flavor",datahisto);
2304	>	} else {
2305	>	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
2306	>	else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
2307	>	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
2308	>	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
2309	>	else {
2310	>	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
2311	>	exit(-1);
2312	>	}
2313	>	}
2314		leg->Draw();
2315		string write_cut = decipher_cut(cut,"");
2316		TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
2317		writeline1->SetTextSize(0.035);
2318		writeline1->Draw();
2319	<	save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
2319	>	if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
2320	>	else save_with_ratio(datahisto,mcstack,jzbpad->cd(),savename);
2321		TPad *jzbpad2 = new TPad("jzbpad2","jzbpad2",0,0,1,1);
2322		jzbpad2->cd();
2323		jzbpad2->SetLogy(1);
#	Line 1448 | Line 2325 | void draw_pure_jzb_histo(TCut cut,string
2325		datahisto->SetMinimum(0.1);
2326		datahisto->SetMarkerSize(DataMarkerSize);
2327		datahisto->Draw("e1");
2328	<	mcstack.Draw("same");
2328	>	mcstack.Draw("histo,same");
2329		datahisto->Draw("same,e1");
2330		leg->SetHeader("");
2331		leg->Draw();
2332		writeline1->SetTextSize(0.035);
2333		writeline1->Draw();
2334		DrawPrelim();
2335	<	save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
2335	>	if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
2336	>	else save_with_ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
2337		datahisto->Delete();
2338		mcstack.Delete();
2339		}
#	Line 1463 | Line 2341 | void draw_pure_jzb_histo(TCut cut,string
2341		Double_t GausR(Double_t *x, Double_t *par) {
2342		return gRandom->Gaus(x[0],par[0]);
2343		}
2344	+
2345	+	void produce_stretched_jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2346	+	TCanvas *dican = new TCanvas("dican","JZB Plots Canvas");
2347	+	float max=jzbHigh ;
2348	+	float min=-120;
2349	+	int nbins=(int)((max-min)/5.0); // we want 5 GeV/bin
2350	+	int coarserbins=int(nbins/2.0);
2351	+	int rebinnedbins=int(nbins/4.0);
2352	+
2353	+	vector<float>binning;vector<float>coarse_binning;vector<float>coarsest_binning;
2354	+	for(int i=0;i<=nbins;i++)binning.push_back(min+i*(max-min)/((float)nbins));
2355	+	for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
2356	+	for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
2357	+
2358	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP",dican,binning);
2359	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP",dican,binning);
2360	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_SFZP",dican,binning);
2361	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
2362	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
2363	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
2364	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
2365	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
2366	+
2367	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
2368	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
2369	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
2370	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
2371	+
2372	+	delete dican;
2373	+	}
2374	+
2375	+
2376	+	void diboson_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2377	+	switch_overunderflow(true);
2378	+	vector<int> SamplesToBeModified = allsamples.FindSampleBySampleName("WW/WZ/ZZ");
2379	+
2380	+	if(SamplesToBeModified.size()==0 || SamplesToBeModified[0]==-1) {
2381	+	write_error(__FUNCTION__,"Could not find any diboson samples - aborting diboson plots");
2382	+	return;
2383	+	}
2384	+
2385	+	float stretchfactor = 100.0;
2386	+	vector<string> labels;
2387	+
2388	+
2389	+	dout << "Going to increase the cross section for diboson samples ... " << endl;
2390	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
2391	+	float origxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
2392	+	(allsamples.collection)[SamplesToBeModified[i]].xs=origxs*stretchfactor;
2393	+	dout << "     Increased xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].filename << " from " << origxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ")" << endl;
2394	+	labels.push_back((allsamples.collection)[SamplesToBeModified[i]].samplename);
2395	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=any2string(int(stretchfactor))+" x "+(allsamples.collection)[SamplesToBeModified[i]].samplename;
2396	+	dout << "         (also renamed it to " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " )" << endl;
2397	+	}
2398	+
2399	+	dout << "Going to produce JZB plots" << endl;
2400	+	produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
2401	+	TCanvas *gloca = new TCanvas("gloca","gloca");
2402	+
2403	+	dout << "Going to produce prediction plots" << endl;
2404	+	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
2405	+	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
2406	+	delete gloca;
2407	+
2408	+	dout << "Going to reset the cross section for diboson samples ... " << endl;
2409	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
2410	+	float Upxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
2411	+	(allsamples.collection)[SamplesToBeModified[i]].xs=(allsamples.collection)[SamplesToBeModified[i]].xs*(1.0/stretchfactor);
2412	+	string Upname=(allsamples.collection)[SamplesToBeModified[i]].samplename;
2413	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=labels[i];
2414	+	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;
2415	+
2416	+	}
2417	+	//   switch_overunderflow(false);
2418	+	}
2419	+
2420	+
2421	+	void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
2422	+	TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
2423	+	jzbpad->cd();
2424	+	jzbpad->SetLogy(1);
2425	+	string xlabel="JZB [GeV]";
2426	+
2427	+	TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
2428	+	datahisto1->SetLineColor(kRed);
2429	+	datahisto1->SetMarkerColor(kRed);
2430	+	TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
2431	+	datahisto2->SetLineColor(kBlue);
2432	+	datahisto2->SetMarkerColor(kBlue);
2433	+
2434	+	datahisto2->SetMarkerSize(DataMarkerSize);
2435	+	datahisto1->DrawNormalized("e1");
2436	+	datahisto2->DrawNormalized("histo,same");
2437	+	datahisto1->DrawNormalized("same,e1");
2438	+
2439	+	TLegend *leg = make_legend();
2440	+	leg->AddEntry(datahisto1,legentry1.c_str());
2441	+	leg->AddEntry(datahisto2,legentry2.c_str());
2442	+	leg->Draw();
2443	+
2444	+	save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
2445
2446	+	datahisto1->Delete();
2447	+	datahisto2->Delete();
2448	+	}
2449	+
2450	+
2451		void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2452	+	switch_overunderflow(true);
2453		TCanvas *can = new TCanvas("can","JZB Plots Canvas");
2454		float max=jzbHigh ;
2455		float min=-120;
#	Line 1477 | Line 2462 | void jzb_plots(string mcjzb, string data
2462		for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
2463		for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
2464
2465	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2466	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2467	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2468	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2469	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2470	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2471	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2472	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2473	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2465	>	if ( !PlottingSetup::Approved ) {
2466	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2467	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2468	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2469	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2470	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2471	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2472	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2473	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2474	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2475	>	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);
2476	>	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);
2477	>	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);
2478	>
2479	>	}
2480
2481		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
2482	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2483	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2484	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2485	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2486	<
2487	<	//  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarsest",can,coarsest_binning);
2488	<	//  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarsest",can,coarsest_binning);
2489	<	//  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1499	<	//  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarsest",can,coarsest_binning);
1500	<	//  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarsest",can,coarsest_binning);
2482	>	if ( !PlottingSetup::Approved ) {
2483	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2484	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2485	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2486	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2487	>	}
2488	>	delete can;
2489	>	switch_overunderflow(false);
2490		}
2491
2492
#	Line 1547 | Line 2536 | void compute_MC_yields(string mcjzb,vect
2536		TCanvas *yica = new TCanvas("yica","yield canvas");
2537
2538		int nRegions=4;
2539	<	if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
2539	>	if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
2540		string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
2541		string posneg[] = {"pos","neg"};
2542		TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
2543
2544	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
2544	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
2545		TCut jzbMC[]  = { give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos"), give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg") };
2546		dout << "_________________________________________________________" << endl;
2547		dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
2548	<	for(int isample=0;isample<(allsamples.collection).size();isample++) {
2548	>	for(int isample=0;isample<(int)(allsamples.collection).size();isample++) {
2549		if(!(allsamples.collection)[isample].is_data) dout << (allsamples.collection)[isample].samplename << "  &  ";
2550		else dout << "Sample & ";
2551		for(int iregion=0;iregion<nRegions;iregion++) {
#	Line 1815 | Line 2804 | void draw_ttbar_and_zjets_shape_for_one_
2804
2805		void draw_ttbar_and_zjets_shape(string mcjzb, string datajzb) {
2806		int all_leptons=-1;
1818	–	int electrons_only=0;
1819	–	int mu_only=1;
1820	–	int twojetswith50gev=1;
2807		int threejetswith30gev=0;
2808		/*
2809	+	int twojetswith50gev=1;
2810	+	int electrons_only=0;
2811	+	int mu_only=1;
2812	+
2813		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,twojetswith50gev);
2814		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev);
2815
#	Line 1833 | Line 2823 | void draw_ttbar_and_zjets_shape(string m
2823		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
2824		}
2825
2826	<	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
1837	<	//first: colorful plots
2826	>	float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
2827		TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2828		cancorr->SetLogz();
2829		cancorr->SetRightMargin(0.13);
2830	<	flag_this_change(__FUNCTION__,__LINE__,false);//PlottingSetup::RestrictToMassPeak
2831	<	TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)");
2830	>	TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
2831	>
2832	>	if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2833		TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2834	<	(allsamples.collection)[allsamples.FindSample("Data")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotd",zptforresponsepresentation);
2834	>	niceresponseplotd->Sumw2();
2835	>	TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
2836	>	vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2837	>	for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2838	>	if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2839	>	if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2840	>
2841	>	dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2842	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
2843	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
2844	>	}
2845	>	niceresponseplotd->Add(emuResponse,-1);
2846	>
2847		niceresponseplotd->SetStats(0);
2848		niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2849		niceresponseplotd->GetYaxis()->SetTitle("Response");
#	Line 1849 | Line 2851 | void find_correction_factors(string &jzb
2851		niceresponseplotd->GetYaxis()->CenterTitle();
2852		niceresponseplotd->Draw("COLZ");
2853		TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2854	+	profd->Rebin(2);
2855		profd->SetMarkerSize(DataMarkerSize);
2856	<	profd->Fit("pol0","","same,e1",30,400);
2856	>	profd->Fit("pol0","","same,e1",100,400);
2857		DrawPrelim();
2858	<	TText* title = write_text(0.5,0.7,"Data");
2858	>	string stitle="Data";
2859	>	if(!Contains(FindKeyword,"Data")) stitle="MC";
2860	>	TText* title = write_text(0.5,0.7,stitle.c_str());
2861		title->SetTextAlign(12);
2862		title->Draw();
2863		TF1 *datapol=(TF1*)profd->GetFunction("pol0");
2864	<	float datacorrection=datapol->GetParameter(0);
2865	<	stringstream dataresstring;
2866	<	dataresstring<<"Response: "<<std::setprecision(2)<<100*datacorrection<<" %";
2867	<	TText* restitle = write_text(0.5,0.65,dataresstring.str());
2864	>	float correction=datapol->GetParameter(0);
2865	>	stringstream resstring;
2866	>	resstring<<"Response: "<<std::setprecision(2)<<100*correction<<" %";
2867	>	TText* restitle = write_text(0.5,0.65,resstring.str());
2868		restitle->SetTextAlign(12);
2869		restitle->SetTextSize(0.03);
2870		restitle->Draw();
2871	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_Data");
2872	<
2873	<	TH2F *niceresponseplotm = new TH2F("niceresponseplotm","",100,0,600,100,0,5);
2874	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotm",zptforresponsepresentation);
2875	<	niceresponseplotm->SetStats(0);
2876	<	niceresponseplotm->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2877	<	niceresponseplotm->GetYaxis()->SetTitle("Response");
2878	<	niceresponseplotm->GetXaxis()->CenterTitle();
1874	<	niceresponseplotm->GetYaxis()->CenterTitle();
1875	<	niceresponseplotm->Draw("COLZ");
1876	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt",zptforresponsepresentation,"PROF,same");
1877	<	TProfile * profm = (TProfile*)niceresponseplotm->ProfileX();
1878	<	profm->SetMarkerSize(DataMarkerSize);
1879	<	profm->Fit("pol0","","same,e1",30,400);
1880	<	DrawMCPrelim();
1881	<	title = write_text(0.5,0.7,"MC simulation");
1882	<	title->SetTextAlign(12);
1883	<	title->Draw();
1884	<	TF1 *mcpol=(TF1*)profm->GetFunction("pol0");
1885	<	float mccorrection=mcpol->GetParameter(0);
1886	<	stringstream mcresstring;
1887	<	mcresstring<<"Response: "<<std::setprecision(2)<<100*mccorrection<<" %";
1888	<	TText* mcrestitle = write_text(0.5,0.65,mcresstring.str());
1889	<	mcrestitle->SetTextAlign(12);
1890	<	mcrestitle->SetTextSize(0.03);
1891	<	mcrestitle->Draw();
1892	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_MC");
2871	>	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2872	>	delete cancorr;
2873	>	delete niceresponseplotd;
2874	>	delete profd;
2875	>	return correction;
2876	>	}
2877	>
2878	>	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2879
2880	+	dout << "Computing response corrections: " << endl;
2881	+	//Step 1 : Get results
2882	+	float datacorrection=find_one_correction_factor("Data",true,"","Data");
2883	+	float mccorrection=find_one_correction_factor("DY",false,"","MC");
2884	+
2885	+	float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
2886	+	float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
2887	+
2888	+	float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
2889	+	float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
2890	+
2891	+	cout << "Corrections : " << endl;
2892	+	cout << "   Data : " << datacorrection << endl;
2893	+	cout << "     ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
2894	+	cout << "   MC : " << mccorrection << endl;
2895	+	cout << "     ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
2896
2897	<	//Step 2: Getting the result
1896	<	//  TCut zptcutforresponse("pt>30&&pt<300&&TMath::Abs(91.2-mll)<20&&id1==id2&&(ch1*ch2<0)");
2897	>	//Step 2: Processing the result and making it into something useful :-)
2898		stringstream jzbvardatas;
2899	<	if(datacorrection>1) jzbvardatas<<"(jzb[1]-"<<datacorrection-1<<"*pt)";
2900	<	if(datacorrection<1) jzbvardatas<<"(jzb[1]+"<<1-datacorrection<<"*pt)";
2899	>	jzbvardatas << "(";
2900	>
2901	>	if(dataEEcorrection>=1) jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]-" << dataEEcorrection-1 << "*pt))";
2902	>	if(dataEEcorrection<1)  jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-dataEEcorrection << "*pt))";
2903	>
2904	>	if(dataMMcorrection>=1) jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]-" << dataMMcorrection-1 << "*pt))";
2905	>	if(dataMMcorrection<1)  jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-dataMMcorrection << "*pt))";
2906	>
2907	>	float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
2908	>
2909	>	if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)*(jzb[1]-" << datacorrection-1 << "*pt))";
2910	>	if(datacorrection<1) jzbvardatas<<"+((id1!=id2)*(jzb[1]+" << 1-datacorrection << "*pt))";
2911	>
2912	>	jzbvardatas << ")";
2913		jzbvardata=jzbvardatas.str();
2914	+
2915		stringstream jzbvarmcs;
2916	<	if(mccorrection>1) jzbvarmcs<<"(jzb[1]-"<<mccorrection-1<<"*pt)";
2917	<	if(mccorrection<1) jzbvarmcs<<"(jzb[1]+"<<1-mccorrection<<"*pt)";
2916	>	jzbvarmcs << "(";
2917	>
2918	>	if(mcEEcorrection>=1) jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]-" << mcEEcorrection-1 << "*pt))";
2919	>	if(mcEEcorrection<1)  jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-mcEEcorrection << "*pt))";
2920	>
2921	>	if(mcMMcorrection>=1) jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]-" << mcMMcorrection-1 << "*pt))";
2922	>	if(mcMMcorrection<1)  jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-mcMMcorrection << "*pt))";
2923	>
2924	>	float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
2925	>
2926	>	if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]-" << mccorrection-1 << "*pt))";
2927	>	if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]+" << 1-mccorrection << "*pt))";
2928	>
2929	>	jzbvarmcs << ")";
2930		jzbvarmc=jzbvarmcs.str();
2931	+
2932		dout << "JZB Z pt correction summary : " << endl;
2933		dout << "  Data: The response is " << datacorrection << "  --> jzb variable is now : " << jzbvardata << endl;
2934		dout << "  MC  : The response is " << mccorrection << "  --> jzb variable is now : " << jzbvarmc << endl;
2935	+
2936		}
2937
2938		void pick_up_events(string cut) {
#	Line 1912 | Line 2940 | void pick_up_events(string cut) {
2940		allsamples.PickUpEvents(cut);
2941		}
2942
2943	<	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError) {
2943	>	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
2944		dout << "Saving configuration template!" << endl;
2945		ofstream configfile;
2946		configfile.open("../DistributedModelCalculations/last_configuration.C");
#	Line 1932 | Line 2960 | void save_template(string mcjzb, string
2960		configfile<<"string datajzb=\"datajzb_ERROR\";\n";
2961		configfile<<"string mcjzb=\"mcjzb_ERROR\";\n";
2962		configfile<<"vector<float>jzb_cuts;\n";
2963	+	configfile<<"vector<float>jzb_shape_limit_bins;\n";
2964		configfile<<"float MCPeakError=-999;\n";
2965	+	configfile<<"float DataPeakError=-999;\n";
2966		configfile<<"}\n\n";
2967
2968		configfile<<"void read_config() {\n";
2969		configfile<<"datajzb=\""<<datajzb<<"\";\n";
2970		configfile<<"mcjzb=\""<<mcjzb<<"\";\n\n";
2971	<	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n\n";
2972	<	for(int i=0;i<jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2971	>	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n";
2972	>	configfile<<"DataPeakError="<<DataPeakError<<";\n\n";
2973	>	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";
2974	>	configfile<<"\n\n";
2975	>	for(int i=0;i<(int)Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2976	>	for(int i=0;i<(int)Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2977	>	for(int i=0;i<(int)Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2978		configfile<<"\n\n";
2979	<	for(int i=0;i<Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2980	<	for(int i=0;i<Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2981	<	for(int i=0;i<Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2979	>	for(int i=0;i<(int)flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2980	>	for(int i=0;i<(int)flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2981	>	for(int i=0;i<(int)flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2982	>	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";
2983		configfile<<"\n\n";
1948	–	for(int i=0;i<flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1949	–	for(int i=0;i<flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1950	–	for(int i=0;i<flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2984		configfile<<"\n\n";
2985		configfile<<"luminosity="<<luminosity<<";\n";
2986	+	configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
2987	+	configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
2988
2989		configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
2990
#	Line 1972 | Line 3007 | void draw_all_ttbar_histos(TCanvas *can,
3007		float max=histos[0]->GetMaximum();
3008		if(manualmin>=0) min=manualmin;
3009		else {
3010	<	for(int i=1;i<histos.size();i++) {
3010	>	for(int i=1;i<(int)histos.size();i++) {
3011		float curmin=get_nonzero_minimum(histos[i]);
3012		float curmax=histos[i]->GetMaximum();
3013		if(curmin<min) min=curmin;
#	Line 1983 | Line 3018 | void draw_all_ttbar_histos(TCanvas *can,
3018		histos[0]->Draw(drawoption.c_str());
3019		stringstream drawopt;
3020		drawopt << drawoption << ",same";
3021	<	for(int i=1;i<histos.size();i++) {
3021	>	for(int i=1;i<(int)histos.size();i++) {
3022		histos[i]->Draw(drawopt.str().c_str());
3023		}
3024		}
#	Line 1992 | Line 3027 | void ttbar_sidebands_comparison(string m
3027		//in the case of the on peak analysis, we compare the 3 control regions to the real value
3028		//in the case of the OFF peak analysis, we compare our control region to the real value
3029		TCut weightbackup=cutWeight;
3030	<	cutWeight="1.0";
3031	<	float simulatedlumi = luminosity; //in pb please - adjust to your likings
3030	>	switch_overunderflow(true);
3031	>
3032	>	bool doPURW=false;
3033
3034	+
3035	+	if(!doPURW) {
3036	+	dout << "Not doing PU reweighting for ttbar closure test" << endl;
3037	+	cutWeight="1.0";
3038	+	// Do it without PU re-weighting
3039	+	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3040	+	stringstream resultsNoPU;
3041	+	stringstream noPUdatajzb;
3042	+	stringstream noPUmcjzb;
3043	+
3044	+	stringstream mcjzbnoPU;
3045	+	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
3046	+	mcjzb = noPUmcjzb.str();
3047	+	}
3048
3049	<	TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3050	<	TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3049	>
3050	>	float simulatedlumi = luminosity; //in pb please - adjust to your likings
3051	>
3052	>	TH1F *TZem  = systsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
3053	>	TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
3054		TH1F *TSem;
3055		TH1F *nTSem;
3056	<	TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3057	<	TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3056	>	TH1F *TZeemm  = systsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
3057	>	TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
3058		TH1F *TSeemm;
3059		TH1F *nTSeemm;
3060
3061	<	if(PlottingSetup::RestrictToMassPeak) {
3062	<	TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3063	<	nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3064	<	TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3065	<	nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3061	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3062	>	TSem    = systsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
3063	>	nTSem   = systsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
3064	>	TSeemm  = systsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
3065	>	nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
3066		}
3067
3068		TCanvas *tcan = new TCanvas("tcan","tcan");
2016	–
3069		tcan->SetLogy(1);
3070
3071		TZeemm->SetLineColor(kBlack);
#	Line 2022 | Line 3074 | void ttbar_sidebands_comparison(string m
3074		TZem->SetMarkerColor(kRed);
3075
3076
3077	<	if(PlottingSetup::RestrictToMassPeak) {
3077	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3078		TSem->SetLineColor(TColor::GetColor("#00A616"));
3079		TSeemm->SetLineColor(kMagenta+2);
3080		TSem->SetMarkerColor(TColor::GetColor("#00A616"));
#	Line 2032 | Line 3084 | void ttbar_sidebands_comparison(string m
3084		}
3085
3086		vector<TH1F*> histos;
3087	+	TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
3088	+	TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
3089		histos.push_back(TZem);
3090		histos.push_back(TZeemm);
3091	<	if(PlottingSetup::RestrictToMassPeak) {
3091	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3092	>	TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
3093	>	TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
3094		histos.push_back(TSem);
3095		histos.push_back(TSeemm);
3096		}
3097	<	draw_all_ttbar_histos(tcan,histos,"histo",0.04);
3097	>	draw_all_ttbar_histos(tcan,histos,"histo",8);
3098
3099		TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
3100		leg->AddEntry(TZeemm,"SFZP","l");
3101		leg->AddEntry(TZem,"OFZP","l");
3102	<	if(PlottingSetup::RestrictToMassPeak) {
3102	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3103		leg->AddEntry(TSeemm,"SFSB","l");
3104		leg->AddEntry(TSem,"OFSB","l");
3105		}
#	Line 2053 | Line 3109 | void ttbar_sidebands_comparison(string m
3109
3110		TH1F *TZemcopy = (TH1F*)TZem->Clone("TZemcopy");
3111		TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
3112	<	TH1F *TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
3113	<	TH1F *TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
3112	>	TH1F *TSeemmcopy;
3113	>	TH1F *TSemcopy;
3114	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3115	>	TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
3116	>	TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
3117	>	}
3118
3119		TZem->Divide(TZeemm);
3120		TZem->SetMarkerStyle(21);
3121	<	if(PlottingSetup::RestrictToMassPeak) {
3121	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3122		TSem->Divide(TZeemm);
3123		TSeemm->Divide(TZeemm);
3124		TSem->SetMarkerStyle(24);
3125		TSeemm->SetMarkerStyle(32);
3126	<	}
3126	>	}
3127
3128		tcan->SetLogy(0);
3129		TZem->GetYaxis()->SetRangeUser(0,2.5);
3130		TZem->GetYaxis()->SetTitle("ratio");
3131		TZem->Draw();
3132	<	if(PlottingSetup::RestrictToMassPeak) {
3132	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3133		TSem->Draw("same");
3134		TSeemm->Draw("same");
3135		}
3136
3137	<	float linepos=0.25;
3138	<	if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
3137	>	float linepos=emuncertONPEAK;
3138	>	if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
3139	>
3140		TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
3141		TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
3142		TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
3143
3144	+	/*write_warning(__FUNCTION__,"These two lines are to be removed!");
3145	+	TLine *topalt = new TLine(binning[0],1.0+0.1,binning[binning.size()-1],1.0+0.1);
3146	+	TLine *bottomalt = new TLine(binning[0],1.0-0.1,binning[binning.size()-1],1.0-0.1);
3147	+	topalt->SetLineColor(kRed);topalt->SetLineStyle(3);
3148	+	bottomalt->SetLineColor(kRed);bottomalt->SetLineStyle(3);
3149	+	topalt->Draw("same");bottomalt->Draw("same");*/
3150	+
3151	+
3152		top->SetLineColor(kBlue);top->SetLineStyle(2);
3153		bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
3154		center->SetLineColor(kBlue);
#	Line 2090 | Line 3159 | void ttbar_sidebands_comparison(string m
3159
3160		TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
3161		leg2->AddEntry(TZem,"OFZP / SFZP","ple");
3162	<	if(PlottingSetup::RestrictToMassPeak) {
3162	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3163		leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
3164		leg2->AddEntry(TSem,"OFSB / SFZP","ple");
3165		}
#	Line 2103 | Line 3172 | void ttbar_sidebands_comparison(string m
3172		DrawMCPrelim(simulatedlumi);
3173		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
3174
3175	+
3176	+	if (0) { // Turn this off: we don't need this
3177
3178	+	///-------------- second part: only look at the quantity we actually care about!
3179	+	TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
3180	+	TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
3181	+	rightsfzp->Add(leftsfzp,-1);
3182	+	TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
3183	+	TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
3184	+	rightofzp->Add(leftofzp,-1);
3185	+	TH1F *leftofsb;
3186	+	TH1F *rightofsb;
3187	+	TH1F *leftsfsb;
3188	+	TH1F *rightsfsb;
3189	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3190	+	leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
3191	+	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
3192	+	rightofsb->Add(leftofsb,-1);
3193	+	leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
3194	+	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
3195	+	rightsfsb->Add(leftsfsb,-1);
3196	+	}
3197
3198	<	///-------------- second part: only look at the quantity we actually care about!
3199	<	TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
3200	<	TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
3201	<	rightsfzp->Add(leftsfzp,-1);
3202	<	TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
3203	<	TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
3204	<	rightofzp->Add(leftofzp,-1);
3205	<	TH1F *leftofsb;
3206	<	TH1F *rightofsb;
3207	<	TH1F *leftsfsb;
2118	<	TH1F *rightsfsb;
2119	<	if(PlottingSetup::RestrictToMassPeak) {
2120	<	leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2121	<	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2122	<	rightofsb->Add(leftofsb,-1);
2123	<	leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2124	<	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2125	<	rightsfsb->Add(leftsfsb,-1);
2126	<	}
3198	>	tcan->SetLogy(1);
3199	>	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
3200	>	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
3201	>	rightsfzp->Draw("histo");
3202	>	rightofzp->Draw("histo,same");
3203	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3204	>	rightofsb->Draw("histo,same");
3205	>	rightsfsb->Draw("histo,same");
3206	>	}
3207	>	DrawMCPrelim(simulatedlumi);
3208
3209	<	tcan->SetLogy(1);
3210	<	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
3211	<	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
3212	<	rightsfzp->Draw("histo");
3213	<	rightofzp->Draw("histo,same");
3214	<	if(PlottingSetup::RestrictToMassPeak) {
3215	<	rightofsb->Draw("histo,same");
3216	<	rightsfsb->Draw("histo,same");
2136	<	}
2137	<	DrawMCPrelim(simulatedlumi);
3209	>	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
3210	>	legA->AddEntry(rightsfzp,"SFZP","l");
3211	>	legA->AddEntry(rightofzp,"OFZP","l");
3212	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3213	>	legA->AddEntry(rightofsb,"SFSB","l");
3214	>	legA->AddEntry(rightsfsb,"OFSB","l");
3215	>	}
3216	>	legA->Draw();
3217
3218	<	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2140	<	legA->AddEntry(rightsfzp,"SFZP","l");
2141	<	legA->AddEntry(rightofzp,"OFZP","l");
2142	<	if(PlottingSetup::RestrictToMassPeak) {
2143	<	legA->AddEntry(rightofsb,"SFSB","l");
2144	<	legA->AddEntry(rightsfsb,"OFSB","l");
2145	<	}
2146	<	legA->Draw();
3218	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
3219
3220	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
3220	>	tcan->SetLogy(0);
3221	>	rightofzp->Divide(rightsfzp);
3222	>	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
3223	>	rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
3224	>	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
3225	>	rightofzp->Draw();
3226	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3227	>	rightofsb->Divide(rightsfzp);
3228	>	rightsfsb->Divide(rightsfzp);
3229	>	rightofsb->Draw("same");
3230	>	rightsfsb->Draw("same");
3231	>	}
3232
3233	<	tcan->SetLogy(0);
3234	<	rightofzp->Divide(rightsfzp);
3235	<	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
3236	<	rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
3237	<	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
3238	<	rightofzp->Draw();
3239	<	if(PlottingSetup::RestrictToMassPeak) {
3240	<	rightofsb->Divide(rightsfzp);
3241	<	rightsfsb->Divide(rightsfzp);
3242	<	rightofsb->Draw("same");
3243	<	rightsfsb->Draw("same");
3244	<	}
3245	<
3246	<	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
3247	<	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
3248	<	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
3249	<
3250	<	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
3251	<	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
3252	<	center2->SetLineColor(kBlue);
3253	<
3254	<	top2->Draw("same");
3255	<	center2->Draw("same");
3256	<	bottom2->Draw("same");
3257	<
3258	<	rightofzp->SetMarkerStyle(21);
3259	<	if(PlottingSetup::RestrictToMassPeak) {
2177	<	rightofsb->SetMarkerStyle(24);
2178	<	rightsfsb->SetMarkerStyle(32);
2179	<	}
2180	<
2181	<	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2182	<	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2183	<	if(PlottingSetup::RestrictToMassPeak) {
2184	<	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2185	<	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2186	<	}
2187	<	leg3->AddEntry(bottom,"syst. envelope","l");
2188	<	leg3->SetX1(0.25);leg3->SetX2(0.6);
2189	<	leg3->SetY1(0.65);
3233	>	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
3234	>	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
3235	>	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
3236	>
3237	>	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
3238	>	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
3239	>	center2->SetLineColor(kBlue);
3240	>
3241	>	top2->Draw("same");
3242	>	center2->Draw("same");
3243	>	bottom2->Draw("same");
3244	>
3245	>	rightofzp->SetMarkerStyle(21);
3246	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3247	>	rightofsb->SetMarkerStyle(24);
3248	>	rightsfsb->SetMarkerStyle(32);
3249	>	}
3250	>
3251	>	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
3252	>	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
3253	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3254	>	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
3255	>	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
3256	>	}
3257	>	leg3->AddEntry(bottom,"syst. envelope","l");
3258	>	leg3->SetX1(0.25);leg3->SetX2(0.6);
3259	>	leg3->SetY1(0.65);
3260
3261	<	leg3->Draw("same");
3261	>	leg3->Draw("same");
3262
3263	<	DrawMCPrelim(simulatedlumi);
3264	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
3263	>	DrawMCPrelim(simulatedlumi);
3264	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
3265	>
3266	>	}
3267
3268		delete TZem;
3269		delete nTZem;
3270		delete TZeemm;
3271		delete nTZeemm;
3272	<	if(PlottingSetup::RestrictToMassPeak) {
3272	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3273		delete TSem;
3274		delete nTSem;
3275		delete TSeemm;
#	Line 2206 | Line 3278 | void ttbar_sidebands_comparison(string m
3278
3279		delete tcan;
3280		cutWeight=weightbackup;
3281	+	switch_overunderflow(false);
3282		}
3283
3284		void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
3285		vector<float> nicer_binning;
3286	<	nicer_binning.push_back(-125);
3286	>
3287	>	/*  nicer_binning.push_back(-400);
3288	>	nicer_binning.push_back(-250);
3289	>	nicer_binning.push_back(-200);
3290	>	nicer_binning.push_back(-150);
3291	>	nicer_binning.push_back(-100);
3292	>	nicer_binning.push_back(-50);
3293	>	nicer_binning.push_back(-20);
3294	>
3295	>	nicer_binning.push_back(0);
3296	>	nicer_binning.push_back(20);
3297	>	nicer_binning.push_back(50);
3298	>	nicer_binning.push_back(100);
3299	>	nicer_binning.push_back(150);
3300	>	nicer_binning.push_back(200);
3301	>	nicer_binning.push_back(250);
3302	>	nicer_binning.push_back(400);*/
3303	>
3304		nicer_binning.push_back(-100);
2215	–	nicer_binning.push_back(-75);
3305		nicer_binning.push_back(-50);
3306		nicer_binning.push_back(-25);
3307		nicer_binning.push_back(0);
#	Line 2222 | Line 3311 | void ttbar_sidebands_comparison(string m
3311		nicer_binning.push_back(100);
3312		nicer_binning.push_back(125);
3313		nicer_binning.push_back(150);
3314	<	nicer_binning.push_back(175);
3314	>	//nicer_binning.push_back(175);
3315		nicer_binning.push_back(200);
3316	<	nicer_binning.push_back(230);
3317	<	nicer_binning.push_back(280);
3318	<	nicer_binning.push_back(400);
3316	>	//  nicer_binning.push_back(250);
3317	>	//  nicer_binning.push_back(300);
3318	>	//  nicer_binning.push_back(400);
3319	>
3320		ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
3321		}
3322
3323
3324	<	void zjets_prediction_comparison() {
3325	<	// Do it without PU re-weighting
3326	<	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3327	<	stringstream resultsNoPU;
3328	<
3329	<	stringstream mcjzbnoPU;
3330	<	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,false);
3331	<	if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
3332	<	else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
3324	>	void zjets_prediction_comparison(string mcjzbWithPUa, TCut massregioncut, string massregionname) {
3325	>	cout << "****************************************************************************************************************************************************************" << endl;
3326	>	TCanvas *zcan = new TCanvas("zcan","zcan");
3327	>	//  zcan->SetLogy(1);
3328	>	TCut weightbackup=cutWeight;
3329	>
3330	>	bool UsePURW=true;
3331	>
3332	>
3333	>	string mcjzb;
3334	>	if(UsePURW) {
3335	>	mcjzb=mcjzbWithPUa;
3336	>	cout << "Using PURW peak positions" << endl;
3337	>	} else {
3338	>	// Do it without PU re-weighting
3339	>	cutWeight="1.0";
3340	>	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3341	>	stringstream resultsNoPU;
3342	>	stringstream noPUdatajzb;
3343	>	stringstream noPUmcjzb;
3344	>
3345	>	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
3346	>	dout << "The peak corrected JZB expression for MC without pileup is : " <<  noPUmcjzb.str() << endl;
3347	>
3348	>	mcjzb = noPUmcjzb.str();
3349	>
3350	>	}
3351
3352	<	string mcjzb = mcjzbnoPU.str();
3353	<	dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzb << endl;
3352	>
3353	>	vector<float> binning;
3354	>	binning.push_back(0);
3355	>	binning.push_back(10);
3356	>	binning.push_back(20);
3357	>	binning.push_back(40);
3358	>	binning.push_back(60);
3359	>	//   binning.push_back(50);
3360	>	//   binning.push_back(60);
3361	>	//   binning.push_back(70);
3362	>	//   binning.push_back(80);
3363	>	//   binning.push_back(90);
3364	>	binning.push_back(100);
3365
2247	–	TCut weightbackup=cutWeight;
2248	–	cutWeight="1.0";
2249	–	float sbg_min=0.;
2250	–	float sbg_max=100.;
2251	–	int sbg_nbins=5;
3366		float simulatedlumi = luminosity;//in pb please - adjust to your likings
3367
3368		TCut kPos((mcjzb+">0").c_str());
3369		TCut kNeg((mcjzb+"<0").c_str());
3370		string var( "abs("+mcjzb+")" );
3371	+
3372	+	TCut notTau("abs(genMID1)!=15");
3373	+	TCut ee_mm_tautau("mll>0");
3374	+
3375
3376	<	TCut kcut(cutmass&&cutOSSF&&"pfJetGoodNum>2");
3377	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
3378	<	kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2261	<	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
2262	<	kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3376	>	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3377	>	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3378	>
3379		hJZBpos->SetLineColor(kBlack);
3380		hJZBneg->SetLineColor(kRed);
3381
3382	<	Int_t nbins = 5;
2267	<	Float_t xmax = 100.;
2268	<
2269	<
2270	<	TCanvas *zcan = new TCanvas("zcan","zcan");
2271	<	zcan->SetLogy(1);
2272	<
3382	>	hJZBpos->SetMinimum(1.0);
3383		hJZBpos->Draw("e1");
3384		hJZBneg->Draw("same,hist");
3385		hJZBpos->Draw("same,e1"); // So it's on top...
3386
3387	<	TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
3387	>	TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
3388		leg->AddEntry(hJZBpos,"Observed","pe");
3389		leg->AddEntry(hJZBneg,"Predicted","l");
3390		leg->Draw("same");
3391		DrawMCPrelim(simulatedlumi);
3392	<	CompleteSave(zcan,"Systematics/zjets_prediction");
3392	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction"+any2string(massregionname));
3393
3394		TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
3395		hratio->Divide(hJZBneg);
3396
3397	<	zcan->SetLogy(0);
3397	>	for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
3398	>	cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
3399	>	}
3400	>
3401	>	//  zcan->SetLogy(0);
3402		hratio->GetYaxis()->SetRangeUser(0,2.5);
3403		hratio->GetYaxis()->SetTitle("Observed/Predicted");
3404		hratio->Draw("e1");
3405
3406	<	TLine *top = new TLine(sbg_min,1.25,sbg_max,1.25);
3407	<	TLine *center = new TLine(sbg_min,1.0,sbg_max,1.0);
3408	<	TLine *bottom = new TLine(sbg_min,0.75,sbg_max,0.75);
3406	>	TLine *top = new TLine(binning[0],1.25,binning[binning.size()-1],1.25);
3407	>	TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
3408	>	TLine *bottom = new TLine(binning[0],0.75,binning[binning.size()-1],0.75);
3409
3410
3411		top->SetLineColor(kBlue);top->SetLineStyle(2);
#	Line 2302 | Line 3416 | void zjets_prediction_comparison() {
3416		center->Draw("same");
3417		bottom->Draw("same");
3418
3419	<	TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
3419	>	TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3420		leg2->AddEntry(hratio,"obs / pred","pe");
3421		leg2->AddEntry(bottom,"syst. envelope","l");
3422		leg2->Draw("same");
3423		DrawMCPrelim(simulatedlumi);
3424	<	CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
3424	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio"+any2string(massregionname));
3425	>
3426	>	TCut reducedNJets(cutnJets);
3427	>
3428	>	TH1F *TAUhJZBpos       = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3429	>	TH1F *LcorrJZBeemm     = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3430	>	TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3431	>	TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3432	>
3433	>	TH1F *RcorrJZBSBem;
3434	>	TH1F *LcorrJZBSBem;
3435	>	TH1F *RcorrJZBSBeemm;
3436	>	TH1F *LcorrJZBSBeemm;
3437	>
3438	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3439	>	RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3440	>	LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3441	>	RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3442	>	LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3443	>	}
3444	>
3445	>	TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3446	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3447	>	Bpred->Add(RcorrJZBem,1.0/3.);
3448	>	Bpred->Add(LcorrJZBem,-1.0/3.);
3449	>	Bpred->Add(RcorrJZBSBem,1.0/3.);
3450	>	Bpred->Add(LcorrJZBSBem,-1.0/3.);
3451	>	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3452	>	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3453	>	} else {
3454	>	Bpred->Add(RcorrJZBem,1.0);
3455	>	Bpred->Add(LcorrJZBem,-1.0);
3456	>	}
3457	>
3458	>	Bpred->SetLineColor(kRed);
3459	>
3460	>	TAUhJZBpos->SetLineColor(kBlack);
3461	>	Bpred->SetLineColor(kRed);
3462	>
3463	>	TAUhJZBpos->SetMinimum(1.0);
3464	>	TAUhJZBpos->Draw("e1");
3465	>	Bpred->Draw("same,hist");
3466	>	TAUhJZBpos->Draw("same,e1");
3467	>
3468	>	TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
3469	>	TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
3470	>	TAUleg->AddEntry(Bpred,"Predicted","l");
3471	>	TAUleg->Draw("same");
3472	>	DrawMCPrelim(simulatedlumi);
3473	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction__"+any2string(massregionname));
3474	>
3475	>	TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
3476	>	TAUhratio->Divide(Bpred);
3477	>
3478	>	for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
3479	>	cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << "   vs    predicted : " << Bpred->GetBinContent(i) << "   (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
3480	>	}
3481	>
3482	>	zcan->SetLogy(0);
3483	>	TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
3484	>	TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
3485	>	TAUhratio->Draw("e1");
3486	>
3487	>	top->Draw("same");
3488	>	center->Draw("same");
3489	>	bottom->Draw("same");
3490	>
3491	>	TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3492	>	TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
3493	>	TAUleg2->AddEntry(bottom,"syst. envelope","l");
3494	>	TAUleg2->Draw("same");
3495	>	DrawMCPrelim(simulatedlumi);
3496	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio"+any2string(massregionname));
3497	>
3498	>	delete Bpred;
3499	>	delete TAUhJZBpos;
3500	>	delete LcorrJZBeemm;
3501	>	delete RcorrJZBem;
3502	>	delete LcorrJZBem;
3503	>	delete hJZBpos;
3504	>	delete hJZBneg;
3505	>
3506	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3507	>	delete RcorrJZBSBem;
3508	>	delete LcorrJZBSBem;
3509	>	delete RcorrJZBSBeemm;
3510	>	delete LcorrJZBSBeemm;
3511	>	}
3512	>
3513
3514		delete zcan;
3515		cutWeight=weightbackup;
2314	–
3516		}
3517
3518
3519	<
3519	>	void zjets_prediction_comparison(string mcjzbWithPUa) {
3520	>	zjets_prediction_comparison(mcjzbWithPUa, TCut(""), "nomasscut");
3521	>	zjets_prediction_comparison(mcjzbWithPUa, TCut("abs(mll-91)<20"), "Zwindow_20");
3522	>	zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>20&&mll<70"), "LowMassRegion2070");
3523	>	zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>110"), "HighMassRegion110");
3524	>	}
3525	>
3526		void sideband_assessment(string datajzb, float min=30.0, float max=50.0) {
3527		tout << endl << endl;
3528		stringstream bordercut;
#	Line 2333 | Line 3540 | void sideband_assessment(string datajzb,
3540		tout << "\\begin{tabular}{l|cc}" << endl;
3541		tout << "\\hline" << endl;
3542		tout << "& {\\OFZP} & {\\OFSB} \\\\\\hline" << endl;
3543	<	tout << "\\#(events) & "<<OFSB<<" & "<<OFZP<<"\\\\ \\hline" << endl;
3543	>	tout << "\\#(events) & "<<OFZP<<" & "<<OFSB<<"\\\\ \\hline" << endl;
3544		tout << "\\end{tabular}" << endl;
3545		tout << "\\end{center}" << endl;
3546		tout << "\\end{table}" << endl;
#	Line 2351 | Line 3558 | void make_table(samplecollection &coll,
3558
3559		TCanvas *cannie = new TCanvas("cannie","cannie");
3560
3561	<	for(int icut=0;icut<jzb_cuts.size();icut++) {
3561	>	for(int icut=0;icut<(int)jzb_cuts.size();icut++) {
3562		float currcut=jzb_cuts[icut];
3563		int nbins=1;float low=currcut;
3564		vector<int> mysample;
#	Line 2366 | Line 3573 | void make_table(samplecollection &coll,
3573		TH1F *RcorrJZBSBeemm;
3574		TH1F *LcorrJZBSBeemm;
3575
3576	<	if(PlottingSetup::RestrictToMassPeak) {
3576	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3577		RcorrJZBSBem   = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3578		LcorrJZBSBem   = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3579		RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
#	Line 2374 | Line 3581 | void make_table(samplecollection &coll,
3581		}
3582
3583		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3584	<	if(PlottingSetup::RestrictToMassPeak) {
3584	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3585		Bpred->Add(RcorrJZBem,1.0/3.);
3586		Bpred->Add(LcorrJZBem,-1.0/3.);
3587		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2410 | Line 3617 | void make_table(samplecollection &coll,
3617		//prediction part
3618		if(is_data) cout << "Data prediction & ";
3619		if(subselection!="none") cout << subselection << " prediction &";
3620	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3620	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3621
3622		cout << endl;
3623		//observation part
3624		if(is_data) cout << "Data observation & ";
3625		if(subselection!="none") cout << subselection << " observation &";
3626	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3626	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3627		cout << endl;
3628		cout << "_________________________________________________________________" << endl;
3629		delete cannie;
#	Line 2451 | Line 3658 | void JZBSelEff(string mcjzb, TTree* even
3658		int nbins = sizeof(xbins)/sizeof(float)-1;
3659		int markers[] = { 20, 26, 21, 24, 22, 25, 28 };
3660
3661	<	TH1F* heff  = new TH1F("heff", "JZB eff ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3662	<	TH1F* hgen  = new TH1F("hgen", "JZB gen ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3663	<	TH1F* hreco = new TH1F("hreco","JZB reco ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3661	>
3662	>	TH1F* heff  = new TH1F("heff", "JZB eff ; generator JZB [GeV]; efficiency",nbins,xbins);
3663	>	TH1F* hgen  = new TH1F("hgen", "JZB gen ; generator JZB [GeV]; efficiency",nbins,xbins);
3664	>	TH1F* hreco = new TH1F("hreco","JZB reco ; generator JZB [GeV]; efficiency",nbins,xbins);
3665
3666		TCut kgen(genMassCut&&"genZPt>0&&genNjets>2&&abs(genMID)==23"&&cutOSSF);
3667		TCut kreco(cutmass);
#	Line 2469 | Line 3677 | void JZBSelEff(string mcjzb, TTree* even
3677		TCanvas *can = new TCanvas("can","Canvas for JZB Efficiency",600,600);
3678		can->SetGridx(1);
3679		can->SetGridy(1);
3680	+	can->SetLeftMargin(0.16);
3681	+	can->SetRightMargin(0.05);
3682		TLegend *leg = make_legend("",0.6,0.2,false,0.89,0.5);
3683	+	leg->SetBorderSize(1);
3684	+	leg->SetLineColor(kBlack);
3685	+	leg->SetTextFont(62);
3686
3687	<
2475	<
2476	<	for ( int icut=0; icut<jzb_bins.size(); ++icut ) {
3687	>	for ( int icut=0; icut<(int)jzb_bins.size(); ++icut ) {
3688
3689		ostringstream selection;
3690		selection << mcjzb << ">" << jzb_bins[icut];
#	Line 2489 | Line 3700 | void JZBSelEff(string mcjzb, TTree* even
3700		}
3701
3702		heff->GetXaxis()->SetRangeUser(min, max);
3703	+	//    heff->GetXaxis()->SetLabelSize(0.05); // paper style. overruled.
3704	+	//    heff->GetYaxis()->SetLabelSize(0.05); // paper style. overruled.
3705	+	//    heff->GetXaxis()->SetTitleSize(0.06); // paper style. overruled.
3706	+	//    heff->GetYaxis()->SetTitleSize(0.06); // paper style. overruled.
3707		heff->SetMarkerStyle(markers[icut]);
3708		heff->Fit("func","Q+","same");
3709
#	Line 2500 | Line 3715 | void JZBSelEff(string mcjzb, TTree* even
3715
3716		// Store plot
3717		TH1F* h = (TH1F*)heff->Clone(hname);
3718	+	h->SetNdivisions(505,"X");
3719		if ( icut) h->Draw("same");
3720		else h->Draw();
3721		char htitle[256]; sprintf(htitle,"JZB > %3.0f GeV", jzb_bins[icut]);
#	Line 2520 | Line 3736 | void JZBSelEff(string mcjzb, TTree* even
3736		// Calls the above function for each signal sample
3737		void plot_jzb_sel_eff(string mcjzb, samplecollection &signalsamples, vector<float> bins )
3738		{
3739	<	for (int isignal=0; isignal<signalsamples.collection.size();isignal++) {
3739	>	for (int isignal=0; isignal<(int)signalsamples.collection.size();isignal++) {
3740		dout << "JZB selection efficiency curve: " << std::endl;
3741		JZBSelEff(mcjzb,(signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].samplename,bins); // Only for some selected samples
3742		}
#	Line 2563 | Line 3779 | void qcd_plots(string datajzb, string mc
3779		TH1F *RcorrJZBSBeemm;
3780		TH1F *LcorrJZBSBeemm;
3781
3782	<	TH1F *RcorrJZBeemmNoS;
3782	>	//  TH1F *RcorrJZBeemmNoS;
3783
3784		//these are for the ratio
3785		TH1F *JRcorrJZBeemm   = qcdsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 2576 | Line 3792 | void qcd_plots(string datajzb, string mc
3792		TH1F *JRcorrJZBSBeemm;
3793		TH1F *JLcorrJZBSBeemm;
3794
3795	<	if(PlottingSetup::RestrictToMassPeak) {
3795	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3796		RcorrJZBSBem   = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3797		LcorrJZBSBem   = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3798		RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 2597 | Line 3813 | void qcd_plots(string datajzb, string mc
3813
3814		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3815		TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
3816	<	if(PlottingSetup::RestrictToMassPeak) {
3816	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3817		Bpred->Add(RcorrJZBem,1.0/3.);
3818		Bpred->Add(LcorrJZBem,-1.0/3.);
3819		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2647 | Line 3863 | void qcd_plots(string datajzb, string mc
3863		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
3864		string ytitle("ratio");
3865		if ( use_data==1 ) ytitle = "data/pred";
3866	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,use_data!=1,ytitle);
3866	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
3867
3868		TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
3869		TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
#	Line 2667 | Line 3883 | void qcd_plots(string datajzb, string mc
3883		dout << "______________________________________________" << endl;
3884		dout << "How QCD shows up in the different regions: " << endl;
3885		dout << "OSSF: " << endl;
3886	<	if(PlottingSetup::RestrictToMassPeak) {
3886	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3887		dout << "     Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3888		dout << "     sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
3889		} else {
3890		dout << "     " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3891		}
3892		dout << "OSOF: " << endl;
3893	<	if(PlottingSetup::RestrictToMassPeak) {
3893	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3894		dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3895		dout << "     sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
3896		} else {
3897		dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3898		}
3899		dout << "Therefore: " << endl;
3900	<	if(PlottingSetup::RestrictToMassPeak) {
3900	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3901		dout << "    Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
3902		dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
3903		dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
#	Line 2694 | Line 3910 | void qcd_plots(string datajzb, string mc
3910		dout << "    Observation increases by : " << RcorrJZBeemm->Integral() << endl;
3911
3912		dout << endl;
3913	<	for(int i=0;i<bins.size();i++) {
3913	>	for(int i=0;i<(int)bins.size();i++) {
3914		dout << " JZB > " << bins[i] << " : " << endl;
3915		dout << "    Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
3916	<	if(PlottingSetup::RestrictToMassPeak) {
3916	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3917		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;
3918		} else {
3919		dout << "    Prediction increases by : " << LcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
#	Line 2711 | Line 3927 | void qcd_plots(string datajzb, string mc
3927		if(LcorrJZBem) delete LcorrJZBem;
3928		if(RcorrJZBeemm) delete RcorrJZBeemm;
3929		if(LcorrJZBeemm) delete LcorrJZBeemm;
3930	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
3931	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
3932	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3933	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3930	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
3931	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
3932	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3933	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3934	>	}
3935	>
3936	>	void check_ptsanity() {
3937	>	TCanvas *ptsancan = new TCanvas("ptsancan","ptsancan",600,1800);
3938	>	TH1F *individualpt1histos[allsamples.collection.size()];
3939	>	TH1F *individualpt2histos[allsamples.collection.size()];
3940	>	TH1F *fpt1 = new TH1F("fpt1","fpt1",50,0,50);
3941	>	fpt1->GetYaxis()->SetRangeUser(0,1);
3942	>	fpt1->GetXaxis()->SetTitle("p_{T,1}");
3943	>	fpt1->GetXaxis()->CenterTitle();
3944	>
3945	>	TH1F *fpt2 = new TH1F("fpt2","fpt2",50,0,50);
3946	>	fpt2->GetXaxis()->SetTitle("p_{T,2}");
3947	>	fpt2->GetXaxis()->CenterTitle();
3948	>
3949	>	ptsancan->Divide(1,3);
3950	>	ptsancan->cd(1);
3951	>	float maxpt1entry=0;
3952	>	float maxpt2entry=0;
3953	>
3954	>	TLegend *leg = make_legend();
3955	>	leg->SetX1(0.0);
3956	>	leg->SetY1(0.0);
3957	>	leg->SetX2(1.0);
3958	>	leg->SetY2(1.0);
3959	>
3960	>
3961	>	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3962	>	string nowname=(allsamples.collection)[isample].filename;
3963	>	cout << "Drawing: " << nowname << " (sample " << isample+1 << " / " << allsamples.collection.size() << ")" << endl;
3964	>	individualpt1histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt1",50,0,50, "p_{T,1}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
3965	>	individualpt2histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt2",50,0,50, "p_{T,2}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
3966	>	individualpt1histos[isample]->SetLineColor(isample+1);
3967	>	individualpt2histos[isample]->SetLineColor(isample+1);
3968	>	float currmaxpt1entry=individualpt1histos[isample]->GetMaximum()/individualpt1histos[isample]->Integral();
3969	>	float currmaxpt2entry=individualpt2histos[isample]->GetMaximum()/individualpt2histos[isample]->Integral();
3970	>	cout << "      pt 1 histo contains; " << individualpt1histos[isample]->Integral() << endl;
3971	>	cout << "      pt 2 histo contains; " << individualpt2histos[isample]->Integral() << endl;
3972	>	if(currmaxpt1entry>maxpt1entry)maxpt1entry=currmaxpt1entry;
3973	>	if(currmaxpt2entry>maxpt2entry)maxpt2entry=currmaxpt2entry;
3974	>	leg->AddEntry(individualpt2histos[isample],((allsamples.collection)[isample].filename).c_str(),"f");
3975	>	}
3976	>
3977	>	fpt1->GetYaxis()->SetRangeUser(0,maxpt1entry);
3978	>	fpt2->GetYaxis()->SetRangeUser(0,maxpt2entry);
3979	>
3980	>	ptsancan->cd(1);
3981	>	fpt1->Draw();
3982	>	ptsancan->cd(2);
3983	>	fpt2->Draw();
3984	>
3985	>	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3986	>	ptsancan->cd(1);
3987	>	individualpt1histos[isample]->DrawNormalized("same,histo");
3988	>	ptsancan->cd(2);
3989	>	individualpt2histos[isample]->DrawNormalized("same,histo");
3990	>	}
3991	>	ptsancan->cd(3);
3992	>	leg->Draw();
3993	>	CompleteSave(ptsancan,"PtSanityCheck");
3994	>
3995	>	delete ptsancan;
3996		}
3997
3998	+	void do_mlls_plot(string mcjzb) {
3999	+	cout << "At this point we'd plot the mll distribution" << endl;
4000	+	TCanvas *sigcan = new TCanvas("sigcan","sigcan");
4001	+	for(int isig=0;isig<(int)(signalsamples.collection).size();isig++) {
4002	+	if(!(signalsamples.collection)[isig].events) continue;
4003	+	string nowname=(signalsamples.collection)[isig].filename;
4004	+	TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets,mc,luminosity,signalsamples.FindSample(nowname));
4005	+	//    TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events","",mc,luminosity,signalsamples.FindSample(nowname));
4006	+	mll->SetLineColor(TColor::GetColor("#04B404"));
4007	+	stringstream poscutS;
4008	+	poscutS << "((" << mcjzb <<")>50)";
4009	+	TCut poscut(poscutS.str().c_str());
4010	+	TH1F *mllP = signalsamples.Draw("mllhistoP","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets&&poscut,mc,luminosity,signalsamples.FindSample(nowname));
4011	+	mllP->SetLineColor(TColor::GetColor("#0040FF"));
4012	+	mll->Draw("histo");
4013	+	mllP->Draw("histo,same");
4014	+	TLegend *leg = make_legend();
4015	+	leg->SetY1(0.8);
4016	+	leg->AddEntry(mll,(signalsamples.collection)[isig].samplename.c_str(),"L");
4017	+	leg->AddEntry(mllP,((signalsamples.collection)[isig].samplename+", JZB>50").c_str(),"L");
4018	+	leg->Draw();
4019	+	TLine *lin = new TLine(71.2,0,71.2,mll->GetMaximum());
4020	+	TLine *lin2 = new TLine(111.2,0,111.2,mll->GetMaximum());
4021	+	lin->Draw("same");
4022	+	lin2->Draw("same");
4023	+
4024	+	CompleteSave(sigcan,"MllShape/"+(signalsamples.collection)[isig].samplename);
4025	+	delete mll;
4026	+	delete mllP;
4027	+	}
4028	+	}
4029	+
4030	+	void met_vs_jzb_plots(string datajzb, string mcjzb) {
4031	+
4032	+	TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
4033	+	canmetjzb->SetRightMargin(0.16);
4034	+
4035	+	vector<string> findme;
4036	+	findme.push_back("DY");
4037	+	findme.push_back("TTJets");
4038	+	findme.push_back("LM");
4039	+	/*
4040	+	for(int ifind=0;ifind<(int)findme.size();ifind++) {
4041	+	vector<int> selsamples = allsamples.FindSample(findme[ifind]);
4042	+	TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
4043	+	for(int isel=0;isel<(int)selsamples.size();isel++) {
4044	+	dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
4045	+	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
4046	+	}
4047	+	metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
4048	+	metvsjzb->SetStats(0);
4049	+	metvsjzb->GetXaxis()->SetTitle("MET (GeV)");
4050	+	metvsjzb->GetYaxis()->SetTitle("JZB (GeV)");
4051	+	metvsjzb->GetXaxis()->CenterTitle();
4052	+	metvsjzb->GetYaxis()->CenterTitle();
4053	+	metvsjzb->Draw("COLZ");
4054	+	TText* title = write_text(0.5,0.95,allsamples.collection[selsamples[0]].samplename);
4055	+	title->SetTextAlign(12);
4056	+	title->Draw();
4057	+	CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
4058	+	}
4059	+	*/
4060	+
4061	+	dout << "About to produce MET plot for DY split up by JZB" << endl;
4062	+
4063	+	int nbins=14;
4064	+	float low=0;
4065	+	float high=140;
4066	+
4067	+	stringstream sLEFT;
4068	+	sLEFT << "((" << mcjzb << ")<0)";
4069	+	TCut LEFT(sLEFT.str().c_str());
4070	+	stringstream sRIGHT;
4071	+	sRIGHT << "((" << mcjzb << ")>0)";
4072	+	TCut RIGHT(sRIGHT.str().c_str());
4073	+
4074	+	TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
4075	+	TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
4076	+	TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
4077	+	TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
4078	+
4079	+
4080	+	TH1F *Bpred =  (TH1F*)metleft->Clone("Bpred");
4081	+	Bpred->Add(metleftO,-1);
4082	+	Bpred->Add(metrightO);
4083	+	TH1F *obs = (TH1F*)metright->Clone("obs");
4084	+
4085	+	metleft->Add(metleftO,-1);
4086	+	metright->Add(metrightO,-1);
4087	+
4088	+	metleft->SetLineColor(kRed);
4089	+	metright->SetLineColor(kBlack);
4090	+	TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
4091	+	metpad->cd();
4092	+	metpad->SetLogy(1);
4093	+	metleft->Draw("histo");
4094	+	metright->Draw("same");
4095	+	TLegend *lg = make_legend();
4096	+	lg->SetX1(0.5);
4097	+	lg->SetY1(0.7);
4098	+	lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
4099	+	lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
4100	+	lg->SetHeader("DY");
4101	+
4102	+	lg->Draw();
4103	+	save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
4104	+
4105	+	TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
4106	+	metpad3->cd();
4107	+	metpad3->SetLogy(1);
4108	+	Bpred->SetLineColor(kRed);
4109	+	Bpred->Draw("histo");
4110	+	obs->SetLineColor(kBlack);
4111	+	obs->Draw("same");
4112	+	TLegend *lg2 = make_legend();
4113	+	lg2->SetX1(0.5);
4114	+	lg2->SetY1(0.7);
4115	+	lg2->AddEntry(obs,"observed","P");
4116	+	lg2->AddEntry(Bpred,"predicted","L");
4117	+	lg2->SetHeader("DY");
4118	+
4119	+	lg2->Draw();
4120	+
4121	+	save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
4122	+
4123	+	TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
4124	+	metpad2->cd();
4125	+	metpad2->SetLogy(1);
4126	+
4127	+	TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
4128	+	TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
4129	+	TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
4130	+	TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
4131	+
4132	+	metlefta->Add(metleftOa,-1);
4133	+	metrighta->Add(metrightOa,-1);
4134	+
4135	+	metlefta->SetLineColor(kRed);
4136	+	metpad2->cd();
4137	+	metlefta->Draw("histo");
4138	+	metrighta->Draw("same");
4139	+	lg->Draw();
4140	+	save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
4141	+
4142	+	delete Bpred;
4143	+	delete obs;
4144	+
4145	+	float newhigh=300;
4146	+	int newNBins=30;
4147	+
4148	+	TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
4149	+	TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
4150	+	TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
4151	+	TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
4152	+	TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
4153	+
4154	+	TH1F *aBpred = (TH1F*)Ametleft->Clone("aBpred");
4155	+	aBpred->Add(AmetleftO,-1);
4156	+	aBpred->Add(AmetrightO);
4157	+	aBpred->SetLineColor(kRed);
4158	+
4159	+	TH1F *aobs = (TH1F*)Ametright->Clone("aobs");
4160	+	metpad4->cd();
4161	+	metpad4->SetLogy(1);
4162	+	aobs->Draw();
4163	+	aBpred->Draw("histo,same");
4164	+	aobs->Draw("same");
4165	+	lg->SetHeader("All MC");
4166	+	lg->Draw();
4167	+	save_with_ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
4168	+
4169	+
4170	+	delete lg;
4171	+	delete canmetjzb;
4172	+	delete metleft;
4173	+	delete metleftO;
4174	+	delete metright;
4175	+	delete metrightO;
4176	+	}
4177	+
4178	+
4179		void test() {
4180
4181		TCanvas *testcanv = new TCanvas("testcanv","testcanv");
4182		testcanv->cd();
4183	<	switch_overunderflow(true);
4183	>	//  switch_overunderflow(true);
4184		TH1F *ptdistr   = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
4185		switch_overunderflow(false);
4186		ptdistr->Draw();

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