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

Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.9 by buchmann, Tue Mar 27 09:53:08 2012 UTC vs.
Revision 1.56 by buchmann, Wed Sep 5 20:16:25 2012 UTC

#	Line 28 \| Line 28 \| void todo() {
28		dout << "Info : The pt requirement is currently set to " << (const char*) passtrig << endl;
29		dout << "Info : The mll requirement is currently set to " << (const char*) cutmass << endl;
30		dout << "Info : The lepton requirement is currently set to " << (const char*) leptoncut << endl;
31	+	dout << "Info : The weight applied to all MC is " << (const char*) cutWeight << endl;
32		}
33
34	<	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &DataSigma, stringstream &result, bool doPUreweighting = true )
34	>
35	>
36	>	void find_one_peak_combination(TCut specialcut, float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &MCSigmaError, float &DataSigma, float& DataSigmaError, stringstream &result, bool doPUreweighting = true, string saveas="")
37		{
38		// Temporarily switch off PU reweighting, if asked
39		TCut weightbackup=cutWeight;
40		if ( !doPUreweighting ) cutWeight="1.0";
41	<
41	>
42	>	int nbins=100;
43	>	if(PlottingSetup::DoBTag) nbins=25;
44	>
45		TCanvas *tempcan = new TCanvas("tempcan","Temporary canvas for peak finding preparations");
46	<	TH1F *rawJZBeemmMC = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,mc, luminosity);
47	<	TH1F *rawJZBeemmData = allsamples.Draw("rawJZBeemmData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
48	<	TH1F *rawJZBemMC = allsamples.Draw("rawJZBemMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,mc, luminosity);
49	<	TH1F *rawJZBemData = allsamples.Draw("rawJZBemData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
46	>	TH1F *rawJZBeemmMC = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&specialcut,mc, luminosity);
47	>	TH1F *rawJZBeemmData = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&specialcut,data, luminosity);
48	>	TH1F *rawJZBemMC = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&specialcut,mc, luminosity);
49	>	TH1F *rawJZBemData = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&specialcut,data, luminosity);
50		TH1F *rawttbarjzbeemmMC;
51
52		if(method==doKM) {
53		//we only need this histo for the KM fitting...
54	<	rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,100, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("TTJet"));
55	<	MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
56	<	DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
54	>	rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
55	>	MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
56	>	DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
57	>	delete rawttbarjzbeemmMC;
58		}
59		else {
60		TH1F reducedMC = (TH1F)rawJZBeemmMC->Clone();
#	Line 55 \| Line 62 \| void find_peaks(float &MCPeak,float &MCP
62		reducedMC->Add(rawJZBemMC,-1);
63		reducedData->Add(rawJZBemData,-1);
64		//this is Kostas' way of doing it - we subtract em to get rid of some of the ttbar contribution (in reality, of flavor-symmetric contribution)
65	<	MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
66	<	DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
67	<
65	>	MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
66	>	DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
67	>	delete reducedMC;
68	>	delete reducedData;
69		}
70
71		// Revert to original PU reweighting
#	Line 65 \| Line 73 \| void find_peaks(float &MCPeak,float &MCP
73
74		// MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
75		// DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
76	<	dout << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
77	<	result << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
78	<	dout << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
79	<	result << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
76	>	dout << " We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
77	>	result << " We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
78	>	dout << " We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
79	>	result << " We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
80	>	delete rawJZBeemmData;
81	>	delete rawJZBeemmMC;
82	>	delete rawJZBemData;
83	>	delete rawJZBemMC;
84		delete tempcan;
85		}
86
87	+	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb)
88	+	{
89	+	switch_overunderflow(false);
90	+
91	+	bool DoInvidualeemmPeaks=false;
92	+
93	+	float mcpeak, datapeak;
94	+	float mcpeakerr, datapeakerr;
95	+
96	+	float mceepeak,mcmmpeak;
97	+	float mceepeakerr,mcmmpeakerr;
98	+
99	+	float datammpeak,dataeepeak;
100	+	float datammpeakerr,dataeepeakerr;
101	+
102	+	float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
103	+
104	+	dout << "Finding global peak : " << endl;
105	+	find_one_peak_combination(TCut(""),mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
106	+
107	+	if(DoInvidualeemmPeaks) {
108	+	dout << "Finding peak for electrons : " << endl;
109	+	find_one_peak_combination(TCut("id1==0"),mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
110	+	dout << "Finding peak for muons : " << endl;
111	+	find_one_peak_combination(TCut("id1==1"),mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
112	+
113	+	datajzb << "(" << jzbvariabledata;
114	+	mcjzb << "(" << jzbvariablemc;
115	+
116	+	if(dataeepeak>0) datajzb << "- (id1==id2)(id1==0)" << TMath::Abs(dataeepeak) << " ";
117	+	else datajzb << "+ (id1==id2)(id1==0)" << TMath::Abs(dataeepeak) << " ";
118	+
119	+	if(datammpeak>0) datajzb << "- (id1==id2)(id1==1)" << TMath::Abs(datammpeak) << " ";
120	+	else datajzb << "+ (id1==id2)(id1==1)" << TMath::Abs(datammpeak) << " ";
121	+
122	+	if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
123	+	else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
124	+
125	+	datajzb << ")";
126	+
127	+	if(mceepeak>0) mcjzb << "- (id1==id2)(id1==0)" << TMath::Abs(mceepeak) << " ";
128	+	else mcjzb << "+ (id1==id2)(id1==0)" << TMath::Abs(mceepeak) << " ";
129	+
130	+	if(mcmmpeak>0) mcjzb << "- (id1==id2)(id1==1)" << TMath::Abs(mcmmpeak) << " ";
131	+	else mcjzb << "+ (id1==id2)(id1==1)" << TMath::Abs(mcmmpeak) << " ";
132	+
133	+	if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
134	+	else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
135	+
136	+	mcjzb << ")";
137	+
138	+	} else {
139	+	datajzb << "(" << jzbvariabledata;
140	+	mcjzb << "(" << jzbvariablemc;
141	+
142	+	if(datapeak>0) datajzb << "- " << TMath::Abs(datapeak) << " ";
143	+	else datajzb << "+ " << TMath::Abs(datapeak) << " ";
144	+
145	+	datajzb << ")";
146	+
147	+	if(mcpeak>0) mcjzb << "- " << TMath::Abs(mcpeak) << " ";
148	+	else mcjzb << "+ " << TMath::Abs(mcpeak) << " ";
149	+
150	+	mcjzb << ")";
151	+	}
152	+
153	+	MCPeak=mcpeak;
154	+	MCPeakError=mcpeakerr;
155	+	DataPeak=datapeak;
156	+	DataPeakError=datapeakerr;
157	+
158	+	switch_overunderflow(true);
159	+
160	+	}
161	+
162	+	void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
163	+	float min=70.0;
164	+	float max=115.0;
165	+	if(!PlottingSetup::RestrictToMassPeak) {
166	+	min=20;
167	+	max=300;
168	+	}
169	+	int nbins=int((max-min)/binWidth);
170	+
171	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
172	+
173	+	stringstream largerzeroS;
174	+	largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
175	+	TCut largerzeroD(largerzeroS.str().c_str());
176	+
177	+	stringstream smallerzeroS;
178	+	smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
179	+	TCut smallerzeroD(smallerzeroS.str().c_str());
180	+
181	+
182	+	stringstream largerzeroMS;
183	+	largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
184	+	TCut largerzeroM(largerzeroMS.str().c_str());
185	+
186	+	TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,data,luminosity);
187	+	THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
188	+	TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,data,luminosity);
189	+	TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,data,luminosity);
190	+	TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,data,luminosity);
191	+
192	+	TH1F *RcorrJZBSBem;
193	+	TH1F *LcorrJZBSBem;
194	+	TH1F *RcorrJZBSBeemm;
195	+	TH1F *LcorrJZBSBeemm;
196	+
197	+	// TH1F *RcorrJZBeemmNoS;
198	+
199	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
200	+	RcorrJZBSBem = allsamples.Draw("RcorrJZBSBem", "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,data, luminosity);
201	+	LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem", "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,data, luminosity);
202	+	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,data, luminosity);
203	+	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,data, luminosity);
204	+	}
205	+
206	+	// Separate predictions
207	+	TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
208	+	TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
209	+	TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
210	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
211	+	OFP->Scale(1.0/3.0);
212	+	OFP->Add(RcorrJZBSBem,1.0/3.);
213	+	OFP->Add(RcorrJZBSBeemm,1.0/3.);
214	+	OFN->Scale(1.0/3.0);
215	+	OFN->Add(LcorrJZBSBem,1.0/3.);
216	+	OFN->Add(LcorrJZBSBeemm,1.0/3.);
217	+	}
218	+
219	+	TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
220	+	Bpred->Add(OFP);
221	+	Bpred->Add(OFN,-1);
222	+	Bpred->SetLineColor(kRed);
223	+
224	+	RcorrJZBeemm->SetTitleOffset(1.3,"y");
225	+	RcorrJZBeemm->Draw();
226	+	mcRcorrJZBeemm.Draw("same");
227	+	Bpred->Draw("histo,same");
228	+	RcorrJZBeemm->Draw("same");
229	+
230	+	TLegend *leg = allsamples.allbglegend();
231	+	leg->SetX1(0.58);
232	+	leg->AddEntry(RcorrJZBeemm,"observed (data)","l");
233	+	leg->AddEntry(Bpred,"predicted (data)","l");
234	+	leg->Draw("same");
235	+
236	+	stringstream saveas;
237	+	saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
238	+	CompleteSave(ckin,saveas.str());
239	+
240	+	// Draw all predictions overlayed
241	+	unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
242	+	SFN->SetLineColor(kGreen+2);
243	+	SFN->SetLineStyle(2);
244	+	SFN->SetLineWidth(w);
245	+	OFP->SetLineColor(kBlue+2);
246	+	OFP->SetLineStyle(2);
247	+	OFP->SetLineWidth(w);
248	+	OFN->SetLineColor(kMagenta+2);
249	+	OFN->SetLineStyle(3);
250	+	OFN->SetLineWidth(w);
251	+
252	+	RcorrJZBeemm->Draw();
253	+	SFN->Draw("histo,same");
254	+	OFP->Draw("histo,same");
255	+	OFN->Draw("histo,same");
256	+	Bpred->Draw("histo,same");
257	+	RcorrJZBeemm->Draw("same");
258	+
259	+	TLegend *leg2 = make_legend("",0.52,0.7);
260	+	leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
261	+	leg2->AddEntry(Bpred,"predicted (data)","l");
262	+	leg2->AddEntry(SFN, " SF JZB<0","l");
263	+	leg2->AddEntry(OFN, " OF JZB<0","l");
264	+	leg2->AddEntry(OFP, " OF JZB>0","l");
265	+	leg2->Draw("same");
266	+
267	+	saveas.str("");
268	+	saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold << "_nomc";
269	+	CompleteSave(ckin,saveas.str());
270	+
271	+	delete RcorrJZBeemm;
272	+	delete LcorrJZBeemm;
273	+	delete RcorrJZBem;
274	+	delete LcorrJZBem;
275	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
276	+	delete RcorrJZBSBeemm;
277	+	delete LcorrJZBSBeemm;
278	+	delete RcorrJZBSBem;
279	+	delete LcorrJZBSBem;
280	+	}
281	+	delete Bpred;
282	+	delete ckin;
283	+	}
284	+
285		void make_special_mll_plot(int nbins, float min, float max, bool logscale,string xlabel) {
286
287		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
#	Line 106 \| Line 316 \| void make_special_mll_plot(int nbins, fl
316		TIter next(bgleg->GetListOfPrimitives());
317		TObject* obj;
318		// Copy the nice bkgd legend skipping the "data"
319	<	while ( obj = next() )
319	>	while ( (obj = next()) )
320		if ( strcmp(((TLegendEntry*)obj)->GetObject()->GetName(),"datahistoOSSF") )
321		kinleg->GetListOfPrimitives()->Add(obj);
322
#	Line 125 \| Line 335 \| *void draw_ratio_plot(TH1 hdata, THStack**
335		TIter next(hmc.GetHists());
336		TObject* obj;
337		TH1* hratio = NULL;
338	<	while ( obj = next() ) {
338	>	while ( (obj = next()) ) {
339		if ( !hratio ) {
340		hratio = (TH1*)obj->Clone();
341		hratio->SetName("hratio");
#	Line 156 \| Line 366 \| *void draw_ratio_plot(TH1 hdata, THStack**
366		oneline->Draw("same");
367		}
368
369	+	float make_one_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
370	+	string xlabel, string filename, bool plotratio=true, bool loadlastminmax=false, float legendPosition=0.55) {
371	+
372	+	TCut ibasiccut=basiccut;
373	+	bool draw_separation_lines=false;
374	+
375	+	if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
376	+
377	+	TCut cutSF;
378	+	TCut cutOF;
379	+
380	+	cutOF = cutOSOF&&cutnJets&&ibasiccut;
381	+	cutSF = cutOSSF&&cutnJets&&ibasiccut;
382	+
383	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
384	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
385	+	rcan->SetLogy(logscale);
386	+	rcan->cd();
387	+
388	+	TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
389	+	TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
390	+	string signal("LM3");
391	+	TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
392	+	int idx = signalsamples.FindSample(signal)[0];
393	+	(signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
394	+	signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
395	+	signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
396	+	signalhisto->SetLineStyle(2);
397	+	datahistoSF->SetMarkerSize(DataMarkerSize);
398	+	datahistoOF->SetLineColor(kRed);
399	+
400	+	if ( !logscale ) {
401	+	datahistoSF->SetMinimum(0); // Defaults
402	+	} else {
403	+	datahistoSF->SetMinimum(0.5);
404	+	}
405	+	if (ymax<0) {
406	+	if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
407	+	else datahistoSF->SetMaximum(1.5*datahistoSF->GetMaximum());
408	+	} else {
409	+	datahistoSF->SetMaximum(ymax);
410	+	}
411	+
412	+	float ymaxSet = datahistoSF->GetMaximum();
413	+
414	+	datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
415	+	datahistoSF->GetYaxis()->SetTitle("Events");
416	+	datahistoSF->GetXaxis()->CenterTitle();
417	+	datahistoSF->GetYaxis()->CenterTitle();
418	+
419	+	TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.7,false,legendPosition+0.2);
420	+	mleg->AddEntry(datahistoSF, "Same-flavor", "PL");
421	+	if (datahistoOF->Integral()>0) {
422	+	mleg->AddEntry(datahistoOF, "Opposite-flavor", "L");
423	+	} else {
424	+	mleg->AddEntry((TObject*)0, "", "");
425	+	}
426	+	mleg->AddEntry(signalhisto, "LM3", "L");
427	+
428	+	datahistoSF->Draw("E1");
429	+	if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
430	+	signalhisto->Draw("HIST,SAMES");
431	+	mleg->Draw();
432	+	DrawPrelim();
433	+	if (datahistoOF->Integral()>0) save_with_ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
434	+	else CompleteSave(ckin, "SFOF/" + filename);
435	+
436	+	datahistoSF->Delete();
437	+	datahistoOF->Delete();
438	+	signalhisto->Delete();
439	+	delete mleg;
440	+	delete ckin;
441	+
442	+	return ymaxSet;
443	+
444	+	}
445	+
446	+	// Compare data to data
447	+	float make_data_comparison_plot(string variable, TCut cut, int nbins, float min, float max, float ymax, bool logscale,
448	+	string xlabel, string filename, float legendPosition=0.55) {
449	+
450	+	TCut ibasiccut=basiccut&&cut;
451	+
452	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
453	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
454	+	rcan->SetLogy(logscale);
455	+	rcan->cd();
456	+
457	+	std::cout << "Data comparison: variable = " << variable << ", cut = " << ibasiccut.GetTitle() << std::endl;
458	+
459	+	TH1F *data1 = allsamples.Draw("data1",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
460	+	TH1F *data2 = comparesamples.Draw("data2",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
461	+
462	+	data1->SetMarkerSize(DataMarkerSize);
463	+	data2->SetLineColor(kRed);
464	+
465	+	if ( !logscale ) {
466	+	data1->SetMinimum(0); // Defaults
467	+	} else {
468	+	data1->SetMinimum(0.5);
469	+	}
470	+	if (ymax<0) {
471	+	if ( logscale ) data1->SetMaximum(5.3*data1->GetMaximum());
472	+	else data1->SetMaximum(1.5*data1->GetMaximum());
473	+	} else {
474	+	data1->SetMaximum(ymax);
475	+	}
476	+
477	+	float ymaxSet = data1->GetMaximum();
478	+
479	+	data1->GetXaxis()->SetTitle(xlabel.c_str());
480	+	data1->GetYaxis()->SetTitle("Events");
481	+	data1->GetXaxis()->CenterTitle();
482	+	data1->GetYaxis()->CenterTitle();
483	+
484	+	TLegend *mleg = make_legend("",legendPosition,0.7,false,legendPosition+0.2);
485	+	mleg->AddEntry(data1, "Old 5/fb", "PL");
486	+	mleg->AddEntry(data2, "New x/fb", "L");
487	+
488	+	data1->Draw("E1");
489	+	data2->Draw("HIST,SAMES");
490	+	mleg->Draw();
491	+	DrawPrelim();
492	+	save_with_ratio( data1, data2, rcan, "compareData/" + filename, false, false, "old/new" );
493	+
494	+	data1->Delete();
495	+	data2->Delete();
496	+	delete mleg;
497	+	delete ckin;
498	+
499	+	}
500	+
501	+	void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale,
502	+	string xlabel, string filename, float legendPosition=0.55) {
503	+
504	+	string mllcuts[] = { "mll>20","mll>20&&mll<70", "mll>75&&mll<105", "mll>120" };
505	+	string mllcutname[] = { "m_{ll} > 20 GeV", "20 < m_{ll} < 70 GeV", "75 < m_{ll} < 105 GeV", "m_{ll} > 120 GeV" };
506	+	string plotname[] = {"_all","_low","_peak","_high"};
507	+	float ymax;
508	+
509	+	int start = 0;
510	+	if ( !PlottingSetup::openBox ) start = 3;
511	+
512	+	for ( int i=start; i<4; ++i ) {
513	+	if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
514	+	if ( i==start ) {
515	+	ymax = make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, -1, logscale, xlabel,
516	+	filename+plotname[i], legendPosition );
517	+	} else {
518	+	make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
519	+	filename+plotname[i], legendPosition );
520	+	}
521	+	make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
522	+	filename+plotname[i]+"_mm", legendPosition );
523	+	make_one_OFSF_plot(variable, "id1==0&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
524	+	filename+plotname[i]+"_ee", legendPosition );
525	+	}
526	+
527	+	}
528	+
529	+
530		float lastrange_min=0;
531		float lastrange_max=0;
532
#	Line 185 \| Line 556 \| void make_kin_plot(string variable, stri
556		//Step 2: Refine the cut
557		TCut cut;
558		cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
559	<	if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
559	>	if(filename=="nJets" \|\| filename=="nJets_inclusive") cut=cutmass&&cutOSSF&&ibasiccut;
560	>	if(filename=="nJets_osof" \|\| filename=="nJets_osof_inclusive") cut=cutmass&&cutOSOF&&ibasiccut;
561		if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
562		if(filename=="mll") {
563		cut=cutOSSF&&cutnJets&&ibasiccut;
564		draw_separation_lines=true;
565		}
566		if(filename=="mll_ee") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
567	+	if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
568		if(filename=="mll_osof") {
569		cut=cutOSOF&&cutnJets&&ibasiccut;
570		draw_separation_lines=true;
571		}
572	<	if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
573	<	if(filename=="mll_aboveJZB100") cut=cutOSSF&&cutnJets&&ibasiccut;
574	<	if(filename=="mll_inclusive"\|\|filename=="mll_inclusive_highrange") cut=cutOSSF;
575	<	if(filename=="mll_inclusive_osof") cut=cutOSOF;
576	<	if(filename=="mll_inclusive_ee") cut=cutOSSF&&"id1==0";
577	<	if(filename=="mll_inclusive_mm") cut=cutOSSF&&"id1==1";
572	>	if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
573	>	if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
574	>	if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
575	>	if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
576	>	if(filename=="mll_inclusive"\|\|filename=="mll_inclusive_highrange") cut=cutmass&&cutOSSF;
577	>	if(filename=="mll_inclusive_osof") cut=cutmass&&cutOSOF;
578	>	if(filename=="mll_inclusive_ee") cut=cutmass&&cutOSSF&&"id1==0";
579	>	if(filename=="mll_inclusive_mm") cut=cutmass&&cutOSSF&&"id1==1";
580		if(filename=="pfJetGoodEta_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
581		if(filename=="pfJetGoodPt_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
582	+	if(filename=="numVtx") cut=cutmass&&ibasiccut;
583
584		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
585		ckin->SetLogy(logscale);
586		TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
587		datahisto->SetMarkerSize(DataMarkerSize);
588	<	THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
588	>	if ( !logscale ) datahisto->SetMinimum(0); // Defaults
589	>	else datahisto->SetMinimum(0.5);
590	>	// Custom max.
591	>	if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
592		if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
593		if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
594	<	if(filename=="mll_inclusive") datahisto->SetMinimum(1);
594	>	if(filename=="mll_inclusive"\|\|filename=="mll_inclusive_mm"\|\|filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
595		if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
596		if(filename=="mll_osof") datahisto->SetMinimum(9);
597	+	if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
598	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
599
600	<	datahisto->SetMaximum(5.3*datahisto->GetMaximum());
220	<	datahisto->Draw("e1");
221	<	ckin->Update();
600	>	cout << "******** Cut used : " << (const char*) cut << endl;
601		if(loadlastminmax) {
602		datahisto->SetMinimum(lastrange_min);
603		datahisto->SetMaximum(lastrange_max);
#	Line 228 \| Line 607 \| void make_kin_plot(string variable, stri
607		}
608		}
609
610	+	// Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
611	+	string signal("LM3");
612	+	TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
613	+	int idx = signalsamples.FindSample(signal)[0];
614	+	(signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
615	+	signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
616	+	signalhisto->SetLineColor(kOrange);
617	+
618	+	THStack mcstack = allsamples.DrawStack("mcstack", variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
619	+	datahisto->Draw("e1");
620	+	ckin->Update();
621		mcstack.Draw("same");
622	+
623		datahisto->Draw("same,e1");
624		TLegend *kinleg = allsamples.allbglegend();
625		kinleg->Draw();
#	Line 271 \| Line 662 \| void make_kin_plot(string variable, stri
662		kinpad->SetLogy(logscale);
663		datahisto->Draw("e1");
664		mcstack.Draw("same");
665	+	signalhisto->Draw("same");
666		datahisto->Draw("same,e1");
667		datahisto->Draw("same,axis");
668		if(RestrictToMassPeak&&draw_separation_lines) {
#	Line 278 \| Line 670 \| void make_kin_plot(string variable, stri
670		upperboundary->Draw("same");
671		}
672
673	+	kinleg->AddEntry("signalhisto",signal.c_str(),"l");
674		kinleg->Draw();
675		write_cut->Draw();
676		DrawPrelim();
#	Line 295 \| Line 688 \| void make_kin_plot(string variable, stri
688		delete ckin;
689		}
690
691	<
299	<	void make_JES_plot() {
691	>	void make_JES_plot(TCut cut, string name) {
692
693		int nbins=10;
694		float min=-0.5;
695		float max = 9.5;
696		bool logscale=true;
697		string xlabel="nJets";
306	–	TCut cut=cutmass&&cutOSSF&&basiccut;
698
699		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
700		ckin->SetLogy(logscale);
701	<	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
701	>	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
702		datahisto->SetMarkerSize(DataMarkerSize);
703	<	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
704	<	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
705	<	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
703	>	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
704	>	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
705	>	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
706
707		datahisto->SetMinimum(1);
708		datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
#	Line 336 \| Line 727 \| void make_JES_plot() {
727		TLegend *kinleg = allsamples.allbglegend();
728		kinleg->AddEntry(JESunc,"JES uncertainty","f");
729		kinleg->Draw();
730	<	CompleteSave(ckin,"Systematics/JES");
730	>	CompleteSave(ckin,"Systematics/JES"+name);
731		datahisto->Delete();
732		delete ckin;
733
#	Line 346 \| Line 737 \| void do_kinematic_plots(string mcjzb, st
737		{
738		bool dolog=true;
739		bool nolog=false;
740	+
741	+	bool doOFSF = false;
742	+	bool doKin = false;
743	+	bool doDataComp = true;
744	+
745	+
746		if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
747	<	float mll_low=40;
747	>	float mll_low=50;
748		float mll_hi=160;
749		if(!PlottingSetup::RestrictToMassPeak) {
750	<	mll_low=30;
751	<	mll_hi=180;
750	>	mll_low=20;
751	>	mll_hi=320;
752		}
753	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
754	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
755	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
756	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
757	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
758	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
759	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
760	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
761	<	make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
762	<	make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
763	<	make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
764	<	make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
765	<	make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
766	<	make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
767	<	make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
768	<	make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
769	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets",doPF);
770	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
771	<	if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
772	<	stringstream jzbcut;
773	<	jzbcut << "((is_data&&("<<datajzb<<")>100)\|\|(!is_data&&("<<mcjzb<<")>100))";
774	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
753	>
754	>	if ( doOFSF ) {
755	>	make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll");
756	>
757	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100", 7, 3, 10, true, "#(jets)", "njets");
758	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", "njets_btagVeto");
759	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30>0", 7, 3, 10, true, "#(jets)", "njets_AtLeastOneBJet30");
760	>
761	>	make_OFSF_plots("pfJetGoodNumBtag30", "met[4]>100", 5, 0, 5, true, "#(b-jets)", "nbjets");
762	>	make_OFSF_plots("iso1", "met[4]>100", 20, 0, 0.3, true, "lepton 1 isolation", "iso1");
763	>	make_OFSF_plots("iso2", "met[4]>100", 20, 0, 0.3, true, "lepton 2 isolation", "iso2");
764	>	// make_OFSF_plots("pt1", "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1");
765	>	// make_OFSF_plots("pt2", "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2");
766	>	make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", 0.15);
767	>	make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", 0.15);
768	>	// make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", 0.2);
769	>	// make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", 0.2);
770	>	// make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", 0.2);
771	>	make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(jet1,MET)\|", "dphij1met", 0.2);
772	>	make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(l1,l2)\|", "dphi", 0.2);
773	>	// make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(l1,MET)\|", "dphiMet1", 0.2);
774	>	// make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "\|#Delta#phi(l2,MET)\|", "dphiMet2", 0.2);
775	>	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");
776	>	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");
777	>	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");
778	>	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");
779	>	}
780	>
781	>	if ( doDataComp && !PlottingSetup::openBox ) {
782	>	TCut mllCut("");
783	>	if ( !PlottingSetup::openBox ) mllCut = "mll>120";
784	>
785	>	TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
786	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut, 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig");
787	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee");
788	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm");
789	>
790	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
791	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0&&pfJetGoodNumBtag30==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee_btagVeto");
792	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1&&pfJetGoodNumBtag30==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm_btagVeto");
793	>
794	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
795	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0&&pfJetGoodNumBtag30>0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee_AtLeastOneBJet");
796	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1&&pfJetGoodNumBtag30>0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm_AtLeastOneBJet");
797	>
798	>	make_data_comparison_plot("mll", cutOSOF&&cutSignal, 60, 20., 320.,-1., false, "m_{ll}", "mll_OF_sig");
799	>	make_data_comparison_plot("mll", cutmass&&"met[4]>100&&met[4]<150&&pfJetGoodNum40<3", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_CR");
800	>	}
801	>
802	>
803	>	if ( doKin ) {
804	>	string mllCut("");
805	>	if ( !PlottingSetup::openBox ) mllCut = "&&mll>120";
806	>
807	>	// Plots in signal region
808	>	make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
809	>	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",doPF,true);
810	>	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",doPF,true,true);
811	>	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",doPF,true);
812	>	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",doPF,true);
813	>
814	>	make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
815	>	make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
816	>
817	>	// Further inclusive invariant mass plots
818	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
819	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
820	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
821	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
822	>
823	>	//make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
824	>	//if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
825	>
826	>	//make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
827	>	//make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"\|#Delta#phi(jet1,MET)\|","dphiJ1MET",doPF,true);
828	>
829	>	// Number of jets
830	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
831	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
832	>	//make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
833	>
834	>	// Others
835	>	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
836	>	// make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
837	>	// make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
838	>	make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
839	>	make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
840	>	make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
841	>	make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
842	>	make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
843	>	// stringstream jzbcut;
844	>	// jzbcut << "((is_data&&("<<datajzb<<")>100)\|\|(!is_data&&("<<mcjzb<<")>100))";
845	>	// make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
846	>	// 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);
847	>	// 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);
848	>	// 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);
849	>	// stringstream jzbcut2;
850	>	// jzbcut2 << "((is_data&&("<<datajzb<<")>150)\|\|(!is_data&&("<<mcjzb<<")>150))";
851	>	// make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
852	>	// 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);
853	>	// 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);
854	>	// 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);
855	>	// stringstream jzbcut3;
856	>	// jzbcut3 << "((is_data&&("<<datajzb<<")>50)\|\|(!is_data&&("<<mcjzb<<")>50))";
857	>	// make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
858	>	// 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);
859	>	// 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);
860	>	// 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);
861	>
862	>	// 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);
863	>	//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);
864	>	//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);
865	>	}
866	>
867	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
868	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
869	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
870	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
871	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
872	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
873	>	// make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
874	>
875	>	// make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
876	>	// make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
877	>
878		}
879
880		void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
881		int nbins, float xmin, float xmax, bool log,
882		float ymin=0, float ymax=0, bool leftJustified=false ) {
883	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
883	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
884
885		TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
886		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__));
887	<	if(var=="numVtx") cutWeight=TCut("1.0");
887	>	//if(var=="numVtx") cutWeight=TCut("1.0");
888		TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
889		TCut jzbMC[] = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
890
891		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
892		int nRegions=4;
893	<	if(!PlottingSetup::RestrictToMassPeak) {
893	>	if(!PlottingSetup::RestrictToMassPeak\|\|!PlottingSetup::UseSidebandsForcJZB) {
894		nRegions=2;
895		}
896
#	Line 408 \| Line 908 \| void make_comp_plot( string var, string
908		TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
909		ccomp->SetLogy(log);
910		TH1F *datahisto = allsamples.Draw("datahisto", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
911	<	TH1F *lm4histo = signalsamples.Draw("lm4histo", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
911	>	TH1F *lm3histo = signalsamples.Draw("lm3histo", var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
912		THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb], mc, luminosity);
913		datahisto->SetMarkerSize(DataMarkerSize);
914		if (ymax>ymin) datahisto->SetMaximum(ymax);
915	<	lm4histo->SetLineStyle(2);
915	>	lm3histo->SetLineStyle(2);
916		datahisto->Draw("e1");
917		mcstack.Draw("same");
918		datahisto->Draw("same,e1");
919	<	// lm4histo->Draw("hist,same");
919	>	lm3histo->Draw("hist,same");
920		TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
921		if ( leftJustified ) {
922		Float_t w = kinleg->GetX2()-kinleg->GetX1();
923		kinleg->SetX1(0.2);
924		kinleg->SetX2(0.2+w);
925		}
926	<	// kinleg->AddEntry(lm4histo,"LM4","l");
926	>	kinleg->AddEntry(lm3histo,"LM3","l");
927		kinleg->Draw();
928		TText* write_variable = write_text(0.99,0.01,var);
929		write_variable->SetTextAlign(31);
#	Line 432 \| Line 932 \| void make_comp_plot( string var, string
932		CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
933		delete datahisto;
934		delete ccomp;
935	<	delete lm4histo;
935	>	delete lm3histo;
936		}
937		cutWeight=weightbackup;
938		}
#	Line 442 \| Line 942 \| void region_comparison_plots(string mcjz
942		dout << "Creating comparison plots for signal and control regions" << endl;
943		// Compare a few quantities in the signal region and all 7 control regions
944
945	<	switch_overunderflow(true); // switching overflow/underflow bins on
945	>	// switch_overunderflow(true); // switching overflow/underflow bins on
946
947
948		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
949	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
949	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
950		float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
951		float mll_low=50;float mll_high=170;
952		if(!PlottingSetup::RestrictToMassPeak) {
953	<	mll_high=200;
954	<	mll_low=50;
953	>	mll_high=300;
954	>	mll_low=20;
955		}
956	<	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
956	>	make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
957	>	make_comp_plot("TMath::Abs(pfJetDphiMet[0])","\|#Delta#phi(jet1,MET)\|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
958	>
959	>	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
960		make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
961	<	make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
961	>	make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
962	>	make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
963		make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
964	<	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
964	>	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
965		make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
966		make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
967	+	make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
968	+	make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
969		}
970
971		switch_overunderflow(false); // switching overflow/underflow bins off
#	Line 658 \| Line 1164 \| *vector<TF1> do_extended_fit_to_plot(TH1**
1164		// 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)
1165		TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
1166		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1167	<	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);
1167	>	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);
1168
1169
1170		TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
#	Line 753 \| Line 1259 \| if you want to start from scratch (witho
1259		return return_functions;
1260		}
1261
1262	<	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false )
1262	>	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
1263		{
1264	+	// switch_overunderflow(true);
1265		bool is_data=false;
1266		bool use_signal=false;
1267		if(use_data==1) is_data=true;
#	Line 763 \| Line 1270 \| void do_prediction_plot(string jzb, TCan
1270		if(is_data) nbins=50;
1271		float low=0;
1272		float hi=500;
1273	+
1274		TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
1275		TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1276		TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1277		TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1278		TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1279	+
1280		blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
1281		blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
1282		blankback->GetXaxis()->CenterTitle();
#	Line 782 \| Line 1291 \| void do_prediction_plot(string jzb, TCan
1291		TH1F *RcorrJZBeemmNoS;
1292
1293		//these are for the ratio
1294	+
1295		TH1F *JRcorrJZBeemm = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1296		TH1F *JLcorrJZBeemm = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1297		TH1F *JRcorrJZBem = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
#	Line 795 \| Line 1305 \| void do_prediction_plot(string jzb, TCan
1305		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);
1306
1307
1308	<	if(PlottingSetup::RestrictToMassPeak) {
1308	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1309		RcorrJZBSBem = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1310		LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1311		RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1312		LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1313	<
1313	>
1314		//these are for the ratio
1315		JRcorrJZBSBem = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1316		JLcorrJZBSBem = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1317		JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1318		JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
809	–
1319		}
1320
1321		TH1F *lm4RcorrJZBeemm;
1322	<	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"));
1322	>	if(overlay_signal \|\| use_data == 2 \|\| use_data == 1) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,allsamples.FindSample("LM"));
1323
1324		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
1325
#	Line 819 \| Line 1328 \| void do_prediction_plot(string jzb, TCan
1328
1329		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
1330		TH1F JBpred = (TH1F)JLcorrJZBeemm->Clone("Bpred");
1331	<	if(PlottingSetup::RestrictToMassPeak) {
1331	>
1332	>	TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
1333	>	ClearHisto(BpredSys);
1334	>
1335	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1336		Bpred->Add(RcorrJZBem,1.0/3.);
1337		Bpred->Add(LcorrJZBem,-1.0/3.);
1338		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 841 \| Line 1354 \| void do_prediction_plot(string jzb, TCan
1354		JBpred->Add(JLcorrJZBSBem,-1.0/3.);
1355		JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
1356		JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
1357	+
1358	+	//Systematics:
1359	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertONPEAK*zjetsestimateuncertONPEAK);
1360	+	AddSquared(BpredSys,JRcorrJZBem,emuncertONPEAKemuncertONPEAK(1.0/9));
1361	+	AddSquared(BpredSys,JLcorrJZBem,emuncertONPEAKemuncertONPEAK(1.0/9));
1362	+	AddSquared(BpredSys,JRcorrJZBSBem,emsidebanduncertONPEAKemsidebanduncertONPEAK(1.0/9));
1363	+	AddSquared(BpredSys,JLcorrJZBSBem,emsidebanduncertONPEAKemsidebanduncertONPEAK(1.0/9));
1364	+	AddSquared(BpredSys,JRcorrJZBSBeemm,eemmsidebanduncertONPEAKeemmsidebanduncertONPEAK(1.0/9));
1365	+	AddSquared(BpredSys,JLcorrJZBSBeemm,eemmsidebanduncertONPEAKeemmsidebanduncertONPEAK(1.0/9));
1366		} else {
1367		Bpred->Add(RcorrJZBem,1.0);
1368		Bpred->Add(LcorrJZBem,-1.0);
#	Line 850 \| Line 1372 \| void do_prediction_plot(string jzb, TCan
1372		//these are for the ratio
1373		JBpred->Add(JRcorrJZBem,1.0);
1374		JBpred->Add(JLcorrJZBem,-1.0);
1375	+
1376	+	//Systematics
1377	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertOFFPEAK*zjetsestimateuncertOFFPEAK);
1378	+	AddSquared(BpredSys,JRcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1379	+	AddSquared(BpredSys,JLcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1380	+
1381		}
1382
1383	<
1383	>	SQRT(BpredSys);
1384	>	BpredSys->Divide(JBpred);
1385	>
1386
1387		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
1388		TH1F Tpred = (TH1F)RcorrJZBem->Clone("Bpred");
1389		Tpred->Add(LcorrJZBem,-1.0);
1390	<	if(PlottingSetup::RestrictToMassPeak) {
1390	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1391		Tpred->Add(RcorrJZBSBem,1.0);
1392		Tpred->Add(LcorrJZBSBem,-1.0);
1393		Tpred->Add(RcorrJZBSBeemm,1.0);
#	Line 897 \| Line 1427 \| void do_prediction_plot(string jzb, TCan
1427		blankback->Draw();
1428		if(use_data==1)
1429		{
1430	+	//Bpred->SetLineWidth(3); //paper style.overruled.
1431	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style.overruled.
1432		analytical_function = do_extended_fit_to_plot(Bpred,Tpred,LcorrJZBeemm,LcorrJZBem,is_data);
1433		kinpad->cd();//necessary because the extended fit function creates its own canvas
1434		RcorrJZBeemm->Draw("e1x0,same");
1435
1436		Bpred->Draw("hist,same");
1437	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1437	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1438		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1439	+	lm4RcorrJZBeemm->Draw("hist,same");
1440		legBpred->AddEntry(RcorrJZBeemm,"observed","p");
1441		legBpred->AddEntry(Bpred,"predicted","l");
1442	<	legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1443	<	legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1444	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1442	>	// legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1443	>	// legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1444	>	legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
1445		legBpred->Draw();
1446		DrawPrelim();
1447
1448		//this plot shows what the prediction is composed of
1449	<	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1450	<	specialcanv->SetLogy(1);
1451	<	Zjetspred->SetFillColor(kYellow);
1452	<	Zjetspred->SetLineColor(kYellow);
1453	<	TTbarpred->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1454	<	TTbarpred->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1449	>	TPad *predcomppad = new TPad("predcomppad","predcomppad",0,0,1,1);
1450	>	float CurrentBpredLineWidth=Bpred->GetLineWidth();
1451	>	Bpred->SetLineWidth(2);
1452	>	predcomppad->cd();
1453	>	predcomppad->SetLogy(1);
1454	>
1455	>	TH1F jzbnegative = (TH1F)LcorrJZBeemm->Clone("jzbnegative");
1456	>	TH1F sidebandsemu = (TH1F)Bpred->Clone("sidebandsemu");
1457	>	sidebandsemu->Add(jzbnegative,-1);
1458	>
1459	>	jzbnegative->SetFillColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
1460	>	jzbnegative->SetLineColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
1461	>	sidebandsemu->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1462	>	sidebandsemu->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1463	>
1464		THStack predcomposition("predcomposition","prediction composition");
1465	<	predcomposition.Add(TTbarpred);
1466	<	predcomposition.Add(Zjetspred);
1465	>	predcomposition.Add(sidebandsemu);
1466	>	predcomposition.Add(jzbnegative);
1467		blankback->Draw();
1468		RcorrJZBeemm->Draw("e1x0,same");
1469		predcomposition.Draw("histo,same");//
1470		Bpred->Draw("hist,same");
1471	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1471	>	// analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1472		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1473	<	legBpred->Draw();
1473	>	// lm4RcorrJZBeemm->SetLineColor(kOrange+1);
1474	>	lm4RcorrJZBeemm->SetLineWidth(2);
1475	>	//lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
1476	>	lm4RcorrJZBeemm->Draw("histo,same");
1477		DrawPrelim();
1478	<	TLegend *specialleg = new TLegend(0.6,0.4,0.89,0.55);
1479	<	specialleg->SetFillColor(kWhite);specialleg->SetLineColor(kWhite);
1480	<	specialleg->AddEntry(Zjetspred,"Z+Jets prediction","f");
1481	<	specialleg->AddEntry(TTbarpred,"t#bar{t} prediction","f");
1482	<	specialleg->Draw("same");
1483	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionComposition");
1484	<
1485	<	THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1478	>	TLegend *speciallegBpred = make_legend("",0.45,0.55);
1479	>	//TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
1480	>	speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
1481	>	speciallegBpred->AddEntry(Bpred,"Total background","l");
1482	>	speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
1483	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1484	>	else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
1485	>	// speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
1486	>	speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1487	>	speciallegBpred->Draw();
1488	>	save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
1489	>
1490	>	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1491	>	specialcanv->SetLogy(1);
1492	>	// THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1493		blankback->Draw();
1494	<	kostack.Draw("same");
1494	>	// kostack.Draw("same");
1495	>	predcomposition.Draw();
1496		Bpred->Draw("hist,same");
1497	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1497	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1498		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1499		legBpred->Draw();
1500		DrawPrelim();
1501	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionCompositioninMC");
1501	>	CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
1502	>	Bpred->SetLineWidth((int)CurrentBpredLineWidth);
1503	>
1504
1505	<	delete specialcanv;
1506	<	delete specialleg;
1505	>	//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;
1506	>
1507	>	delete speciallegBpred;
1508		delete Zjetspred;
1509		delete TTbarpred;
1510
#	Line 956 \| Line 1512 \| void do_prediction_plot(string jzb, TCan
1512		}
1513		if(use_data==0) {
1514		RcorrJZBeemm->Draw("e1x0,same");
1515	+	//Bpred->SetLineWidth(3); // paper style. overruled.
1516		Bpred->Draw("hist,same");
1517		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1518	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
1519	<	legBpred->AddEntry(Bpred,"MC predicted","l");
1518	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1519	>	legBpred->AddEntry(Bpred,"MC predicted","l");
1520		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
1521		if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
1522		if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
#	Line 970 \| Line 1527 \| void do_prediction_plot(string jzb, TCan
1527		}
1528		if(use_data==2) {
1529		RcorrJZBeemm->Draw("e1x0,same");
1530	+	//Bpred->SetLineWidth(3); // paper style. overruled.
1531		Bpred->Draw("hist,same");
1532		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1533	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
1533	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1534		legBpred->AddEntry(Bpred,"MC predicted","l");
1535	<	legBpred2->AddEntry(RcorrJZBeemm,"MC observed","p");
1535	>	legBpred2->AddEntry(RcorrJZBeemm,"MC true","p");
1536		legBpred2->AddEntry(Bpred,"MC predicted","l");
1537		{
1538		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18 --> now only allowed for root >=v5.30
#	Line 985 \| Line 1543 \| void do_prediction_plot(string jzb, TCan
1543		// CompleteSave(globalcanvas,"Bpred_MCwithS"); // done below in save_with_ratio
1544		}
1545		{
1546	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style. overruled.
1547	+	//RcorrJZBeemmNoS->SetLineWidth(3); //paper style. overruled.
1548	+	//lm4RcorrJZBeemm->SetLineStyle(2); //paper style. overruled.
1549	+	//RcorrJZBeemmNoS->SetLineStyle(3); //paper style. overruled.
1550	+	//lm4RcorrJZBeemm->SetLineColor(kOrange+1); //paper style. overruled.
1551	+
1552		RcorrJZBeemmNoS->SetLineStyle(2);
1553		legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
1554		legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
#	Line 1004 \| Line 1568 \| void do_prediction_plot(string jzb, TCan
1568		string ytitle("ratio");
1569		if ( use_data==1 ) ytitle = "data/pred";
1570		//save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1571	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,false,ytitle);//not extending the y range anymore up to 4
1571	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
1572
1573
1574		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1575	<	/// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1576	<	if(!PlottingSetup::RestrictToMassPeak) return;
1577	<	TH1F Bpredem = (TH1F)LcorrJZBeemm->Clone("Bpredem");
1578	<	Bpredem->Add(RcorrJZBem);
1579	<	Bpredem->Add(LcorrJZBem,-1);
1580	<	TH1F BpredSBem = (TH1F)LcorrJZBeemm->Clone("BpredSBem");
1581	<	BpredSBem->Add(RcorrJZBSBem);
1582	<	Bpred->Add(LcorrJZBSBem,-1);
1583	<	TH1F BpredSBeemm = (TH1F)LcorrJZBeemm->Clone("BpredSBeemm");
1584	<	BpredSBeemm->Add(RcorrJZBSBeemm);
1585	<	BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1586	<	globalcanvas->cd();
1587	<	globalcanvas->SetLogy(1);
1588	<
1589	<	RcorrJZBeemm->SetMarkerStyle(20);
1590	<	RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1591	<	blankback->Draw();
1592	<	RcorrJZBeemm->Draw("e1x0,same");
1593	<	RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1594	<
1595	<	Bpredem->SetLineColor(kRed+1);
1596	<	Bpredem->SetStats(0);
1597	<	Bpredem->Draw("hist,same");
1598	<
1599	<	BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1600	<	BpredSBem->SetLineStyle(2);
1601	<	BpredSBem->Draw("hist,same");
1602	<
1603	<	BpredSBeemm->SetLineColor(kBlue+1);
1604	<	BpredSBeemm->SetLineStyle(3);
1605	<	BpredSBeemm->Draw("hist,same");
1606	<	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1607	<
1608	<	TLegend *legBpredc = make_legend("",0.6,0.55);
1609	<	if(use_data==1)
1610	<	{
1611	<	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
1612	<	legBpredc->AddEntry(Bpredem,"OFZP","l");
1613	<	legBpredc->AddEntry(BpredSBem,"OFSB","l");
1614	<	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
1615	<	legBpredc->Draw();
1616	<	CompleteSave(globalcanvas,"Bpred_Data_comparison");
1617	<	}
1618	<	if(use_data==0) {
1619	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
1620	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1621	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1622	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1623	<	legBpredc->Draw();
1624	<	CompleteSave(globalcanvas,"Bpred_MC_comparison");
1625	<	}
1626	<	if(use_data==2) {
1627	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
1628	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1629	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1630	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1631	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1632	<	legBpredc->Draw();
1633	<	CompleteSave(globalcanvas,"Bpred_MCwithS_comparison");
1575	>	// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1576	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1577	>	TH1F Bpredem = (TH1F)LcorrJZBeemm->Clone("Bpredem");
1578	>	Bpredem->Add(RcorrJZBem);
1579	>	Bpredem->Add(LcorrJZBem,-1);
1580	>	TH1F BpredSBem = (TH1F)LcorrJZBeemm->Clone("BpredSBem");
1581	>	BpredSBem->Add(RcorrJZBSBem);
1582	>	Bpred->Add(LcorrJZBSBem,-1);
1583	>	TH1F BpredSBeemm = (TH1F)LcorrJZBeemm->Clone("BpredSBeemm");
1584	>	BpredSBeemm->Add(RcorrJZBSBeemm);
1585	>	BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1586	>	globalcanvas->cd();
1587	>	globalcanvas->SetLogy(1);
1588	>
1589	>	RcorrJZBeemm->SetMarkerStyle(20);
1590	>	RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1591	>	blankback->Draw();
1592	>	RcorrJZBeemm->Draw("e1x0,same");
1593	>	RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1594	>
1595	>	Bpredem->SetLineColor(kRed+1);
1596	>	Bpredem->SetStats(0);
1597	>	Bpredem->Draw("hist,same");
1598	>
1599	>	BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1600	>	BpredSBem->SetLineStyle(2);
1601	>	BpredSBem->Draw("hist,same");
1602	>
1603	>	BpredSBeemm->SetLineColor(kBlue+1);
1604	>	BpredSBeemm->SetLineStyle(3);
1605	>	BpredSBeemm->Draw("hist,same");
1606	>	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1607	>
1608	>	TLegend *legBpredc = make_legend("",0.6,0.55);
1609	>	if(use_data==1)
1610	>	{
1611	>	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
1612	>	legBpredc->AddEntry(Bpredem,"OFZP","l");
1613	>	legBpredc->AddEntry(BpredSBem,"OFSB","l");
1614	>	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
1615	>	legBpredc->Draw();
1616	>	CompleteSave(globalcanvas,subdir+"Bpred_Data_comparison");
1617	>	}
1618	>	if(use_data==0) {
1619	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1620	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1621	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1622	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1623	>	legBpredc->Draw();
1624	>	CompleteSave(globalcanvas,subdir+"Bpred_MC_comparison");
1625	>	}
1626	>	if(use_data==2) {
1627	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1628	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1629	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1630	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1631	>	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1632	>	legBpredc->Draw();
1633	>	CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
1634	>	}
1635		}
1636	+
1637	+	TFile *f = new TFile("tester.root","RECREATE");
1638	+	RcorrJZBeemm->Write();
1639	+	Bpred->Write();
1640	+	f->Close();
1641	+
1642		delete RcorrJZBeemm;
1643		delete LcorrJZBeemm;
1644		delete RcorrJZBem;
#	Line 1080 \| Line 1651 \| void do_prediction_plot(string jzb, TCan
1651
1652		delete blankback;
1653
1654	<	if(PlottingSetup::RestrictToMassPeak) {
1654	>	delete BpredSys;
1655	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1656		delete RcorrJZBSBem;
1657		delete LcorrJZBSBem;
1658		delete RcorrJZBSBeemm;
#	Line 1092 \| Line 1664 \| void do_prediction_plot(string jzb, TCan
1664		delete JLcorrJZBSBeemm;
1665		}
1666		if(overlay_signal \|\| use_data==2) delete lm4RcorrJZBeemm;
1667	+	switch_overunderflow(false);
1668		}
1669
1670		void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
1671		TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
1672	<	do_prediction_plot(datajzb,globalcanvas,DataSigma,jzbHigh ,data,overlay_signal);
1673	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mc,overlay_signal);
1674	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mcwithsignal,overlay_signal);
1672	>	do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
1673	>	if ( !PlottingSetup::Approved ) {
1674	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
1675	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
1676	>	} else {
1677	>	write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
1678	>	}
1679		}
1680
1681		void do_ratio_plot(int is_data,vector<float> binning, string jzb, TCanvas *can, float high=-9999) {
#	Line 1116 \| Line 1693 \| void do_ratio_plot(int is_data,vector<fl
1693		TH1F *RcorrJZBSBeemm;
1694		TH1F *LcorrJZBSbeemm;
1695
1696	<	if(PlottingSetup::RestrictToMassPeak) {
1696	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1697		RcorrJZBSBem = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1698		LcorrJZBSBem = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1699		RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
#	Line 1128 \| Line 1705 \| void do_ratio_plot(int is_data,vector<fl
1705
1706		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1707		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
1708	<	if(PlottingSetup::RestrictToMassPeak) {
1708	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1709		Bpred->Add(RcorrJZBem,1.0/3);
1710		Bpred->Add(LcorrJZBem,-1.0/3);
1711		Bpred->Add(RcorrJZBSBem,1.0/3);
#	Line 1435 \| Line 2012 \| void draw_pure_jzb_histo(TCut cut,string
2012		datahisto->Draw("same,e1");
2013
2014		TLegend *leg;
2015	<	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
2016	<	else if(!is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
2017	<	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
2018	<	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
2019	<	else {
2020	<	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
2021	<	exit(-1);
2022	<	}
2015	>	if (!PlottingSetup::RestrictToMassPeak\|\|!PlottingSetup::UseSidebandsForcJZB) {
2016	>	if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
2017	>	else leg = allsamples.allbglegend("Same flavor",datahisto);
2018	>	} else {
2019	>	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
2020	>	else if(!is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
2021	>	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
2022	>	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
2023	>	else {
2024	>	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
2025	>	exit(-1);
2026	>	}
2027	>	}
2028		leg->Draw();
2029		string write_cut = decipher_cut(cut,"");
2030		TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
2031		writeline1->SetTextSize(0.035);
2032		writeline1->Draw();
2033	<	save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
2033	>	if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
2034	>	else save_with_ratio(datahisto,mcstack,jzbpad->cd(),savename);
2035		TPad *jzbpad2 = new TPad("jzbpad2","jzbpad2",0,0,1,1);
2036		jzbpad2->cd();
2037		jzbpad2->SetLogy(1);
#	Line 1463 \| Line 2046 \| void draw_pure_jzb_histo(TCut cut,string
2046		writeline1->SetTextSize(0.035);
2047		writeline1->Draw();
2048		DrawPrelim();
2049	<	save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
2049	>	if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
2050	>	else save_with_ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
2051		datahisto->Delete();
2052		mcstack.Delete();
2053		}
#	Line 1471 \| Line 2055 \| void draw_pure_jzb_histo(TCut cut,string
2055		Double_t GausR(Double_t x, Double_t par) {
2056		return gRandom->Gaus(x[0],par[0]);
2057		}
2058	+
2059	+	void produce_stretched_jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2060	+	TCanvas *dican = new TCanvas("dican","JZB Plots Canvas");
2061	+	float max=jzbHigh ;
2062	+	float min=-120;
2063	+	int nbins=(int)((max-min)/5.0); // we want 5 GeV/bin
2064	+	int coarserbins=int(nbins/2.0);
2065	+	int rebinnedbins=int(nbins/4.0);
2066	+
2067	+	vector<float>binning;vector<float>coarse_binning;vector<float>coarsest_binning;
2068	+	for(int i=0;i<=nbins;i++)binning.push_back(min+i*(max-min)/((float)nbins));
2069	+	for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
2070	+	for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
2071	+
2072	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP",dican,binning);
2073	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP",dican,binning);
2074	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_SFZP",dican,binning);
2075	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
2076	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
2077	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
2078	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
2079	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
2080	+
2081	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
2082	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
2083	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
2084	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
2085	+
2086	+	delete dican;
2087	+	}
2088	+
2089	+
2090	+	void diboson_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2091	+	vector<int> SamplesToBeModified = allsamples.FindSampleBySampleName("WW/WZ/ZZ");
2092	+
2093	+	if(SamplesToBeModified.size()==0 \|\| SamplesToBeModified[0]==-1) {
2094	+	write_error(__FUNCTION__,"Could not find any diboson samples - aborting diboson plots");
2095	+	return;
2096	+	}
2097	+
2098	+	float stretchfactor = 100.0;
2099	+	vector<string> labels;
2100	+
2101	+
2102	+	dout << "Going to increase the cross section for diboson samples ... " << endl;
2103	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
2104	+	float origxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
2105	+	(allsamples.collection)[SamplesToBeModified[i]].xs=origxs*stretchfactor;
2106	+	dout << " Increased xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].filename << " from " << origxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ")" << endl;
2107	+	labels.push_back((allsamples.collection)[SamplesToBeModified[i]].samplename);
2108	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=any2string(int(stretchfactor))+" x "+(allsamples.collection)[SamplesToBeModified[i]].samplename;
2109	+	dout << " (also renamed it to " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " )" << endl;
2110	+	}
2111	+
2112	+	dout << "Going to produce JZB plots" << endl;
2113	+	produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
2114	+	TCanvas *gloca = new TCanvas("gloca","gloca");
2115	+
2116	+	dout << "Going to produce prediction plots" << endl;
2117	+	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
2118	+	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
2119	+	delete gloca;
2120	+
2121	+	dout << "Going to reset the cross section for diboson samples ... " << endl;
2122	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
2123	+	float Upxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
2124	+	(allsamples.collection)[SamplesToBeModified[i]].xs=(allsamples.collection)[SamplesToBeModified[i]].xs*(1.0/stretchfactor);
2125	+	string Upname=(allsamples.collection)[SamplesToBeModified[i]].samplename;
2126	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=labels[i];
2127	+	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;
2128	+
2129	+	}
2130	+
2131	+	}
2132	+
2133	+
2134	+	void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
2135	+	TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
2136	+	jzbpad->cd();
2137	+	jzbpad->SetLogy(1);
2138	+	string xlabel="JZB [GeV]";
2139	+
2140	+	TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
2141	+	datahisto1->SetLineColor(kRed);
2142	+	datahisto1->SetMarkerColor(kRed);
2143	+	TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
2144	+	datahisto2->SetLineColor(kBlue);
2145	+	datahisto2->SetMarkerColor(kBlue);
2146	+
2147	+	datahisto2->SetMarkerSize(DataMarkerSize);
2148	+	datahisto1->DrawNormalized("e1");
2149	+	datahisto2->DrawNormalized("histo,same");
2150	+	datahisto1->DrawNormalized("same,e1");
2151	+
2152	+	TLegend *leg = make_legend();
2153	+	leg->AddEntry(datahisto1,legentry1.c_str());
2154	+	leg->AddEntry(datahisto2,legentry2.c_str());
2155	+	leg->Draw();
2156	+
2157	+	save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
2158
2159	+	datahisto1->Delete();
2160	+	datahisto2->Delete();
2161	+	}
2162	+
2163	+
2164		void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2165		TCanvas *can = new TCanvas("can","JZB Plots Canvas");
2166		float max=jzbHigh ;
#	Line 1485 \| Line 2174 \| void jzb_plots(string mcjzb, string data
2174		for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
2175		for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
2176
2177	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2178	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2179	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2180	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2181	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2182	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2183	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2184	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2185	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2177	>	if ( !PlottingSetup::Approved ) {
2178	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2179	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2180	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2181	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2182	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2183	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2184	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2185	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2186	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2187	>	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);
2188	>	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);
2189	>	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);
2190	>
2191	>	}
2192
2193		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
2194	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2195	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2196	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2197	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2198	<
2199	<	// draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarsest",can,coarsest_binning);
2200	<	// draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarsest",can,coarsest_binning);
1506	<	// flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1507	<	// if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarsest",can,coarsest_binning);
1508	<	// if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarsest",can,coarsest_binning);
2194	>	if ( !PlottingSetup::Approved ) {
2195	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2196	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2197	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2198	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2199	>	}
2200	>	delete can;
2201		}
2202
2203
#	Line 1555 \| Line 2247 \| void compute_MC_yields(string mcjzb,vect
2247		TCanvas *yica = new TCanvas("yica","yield canvas");
2248
2249		int nRegions=4;
2250	<	if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
2250	>	if(!PlottingSetup::RestrictToMassPeak\|\|!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
2251		string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
2252		string posneg[] = {"pos","neg"};
2253		TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
2254
2255	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
2255	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
2256		TCut jzbMC[] = { give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos"), give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg") };
2257		dout << "_________________________________________________________" << endl;
2258		dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
2259	<	for(int isample=0;isample<(allsamples.collection).size();isample++) {
2259	>	for(int isample=0;isample<(int)(allsamples.collection).size();isample++) {
2260		if(!(allsamples.collection)[isample].is_data) dout << (allsamples.collection)[isample].samplename << " & ";
2261		else dout << "Sample & ";
2262		for(int iregion=0;iregion<nRegions;iregion++) {
#	Line 1823 \| Line 2515 \| void draw_ttbar_and_zjets_shape_for_one_
2515
2516		void draw_ttbar_and_zjets_shape(string mcjzb, string datajzb) {
2517		int all_leptons=-1;
1826	–	int electrons_only=0;
1827	–	int mu_only=1;
1828	–	int twojetswith50gev=1;
2518		int threejetswith30gev=0;
2519		/*
2520	+	int twojetswith50gev=1;
2521	+	int electrons_only=0;
2522	+	int mu_only=1;
2523	+
2524		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,twojetswith50gev);
2525		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev);
2526
#	Line 1841 \| Line 2534 \| void draw_ttbar_and_zjets_shape(string m
2534		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
2535		}
2536
2537	<	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
1845	<	//first: colorful plots
2537	>	float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
2538		TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2539		cancorr->SetLogz();
2540		cancorr->SetRightMargin(0.13);
2541	<	flag_this_change(__FUNCTION__,__LINE__,false);//PlottingSetup::RestrictToMassPeak
2542	<	TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)");
2541	>	TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
2542	>
2543	>	if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2544		TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2545	<	(allsamples.collection)[allsamples.FindSample("Data")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotd",zptforresponsepresentation);
2545	>	niceresponseplotd->Sumw2();
2546	>	TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
2547	>	vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2548	>	for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2549	>	if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2550	>	if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2551	>
2552	>	dout << " Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2553	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
2554	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
2555	>	}
2556	>	niceresponseplotd->Add(emuResponse,-1);
2557	>
2558		niceresponseplotd->SetStats(0);
2559		niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2560		niceresponseplotd->GetYaxis()->SetTitle("Response");
#	Line 1857 \| Line 2562 \| void find_correction_factors(string &jzb
2562		niceresponseplotd->GetYaxis()->CenterTitle();
2563		niceresponseplotd->Draw("COLZ");
2564		TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2565	+	profd->Rebin(2);
2566		profd->SetMarkerSize(DataMarkerSize);
2567	<	profd->Fit("pol0","","same,e1",30,400);
2567	>	profd->Fit("pol0","","same,e1",100,400);
2568		DrawPrelim();
2569	<	TText* title = write_text(0.5,0.7,"Data");
2569	>	string stitle="Data";
2570	>	if(!Contains(FindKeyword,"Data")) stitle="MC";
2571	>	TText* title = write_text(0.5,0.7,stitle.c_str());
2572		title->SetTextAlign(12);
2573		title->Draw();
2574		TF1 datapol=(TF1)profd->GetFunction("pol0");
2575	<	float datacorrection=datapol->GetParameter(0);
2576	<	stringstream dataresstring;
2577	<	dataresstring<<"Response: "<<std::setprecision(2)<<100*datacorrection<<" %";
2578	<	TText* restitle = write_text(0.5,0.65,dataresstring.str());
2575	>	float correction=datapol->GetParameter(0);
2576	>	stringstream resstring;
2577	>	resstring<<"Response: "<<std::setprecision(2)<<100*correction<<" %";
2578	>	TText* restitle = write_text(0.5,0.65,resstring.str());
2579		restitle->SetTextAlign(12);
2580		restitle->SetTextSize(0.03);
2581		restitle->Draw();
2582	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_Data");
2583	<
2584	<	TH2F *niceresponseplotm = new TH2F("niceresponseplotm","",100,0,600,100,0,5);
2585	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotm",zptforresponsepresentation);
2586	<	niceresponseplotm->SetStats(0);
2587	<	niceresponseplotm->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2588	<	niceresponseplotm->GetYaxis()->SetTitle("Response");
2589	<	niceresponseplotm->GetXaxis()->CenterTitle();
1882	<	niceresponseplotm->GetYaxis()->CenterTitle();
1883	<	niceresponseplotm->Draw("COLZ");
1884	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt",zptforresponsepresentation,"PROF,same");
1885	<	TProfile * profm = (TProfile*)niceresponseplotm->ProfileX();
1886	<	profm->SetMarkerSize(DataMarkerSize);
1887	<	profm->Fit("pol0","","same,e1",30,400);
1888	<	DrawMCPrelim();
1889	<	title = write_text(0.5,0.7,"MC simulation");
1890	<	title->SetTextAlign(12);
1891	<	title->Draw();
1892	<	TF1 mcpol=(TF1)profm->GetFunction("pol0");
1893	<	float mccorrection=mcpol->GetParameter(0);
1894	<	stringstream mcresstring;
1895	<	mcresstring<<"Response: "<<std::setprecision(2)<<100*mccorrection<<" %";
1896	<	TText* mcrestitle = write_text(0.5,0.65,mcresstring.str());
1897	<	mcrestitle->SetTextAlign(12);
1898	<	mcrestitle->SetTextSize(0.03);
1899	<	mcrestitle->Draw();
1900	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_MC");
2582	>	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2583	>	delete cancorr;
2584	>	delete niceresponseplotd;
2585	>	delete profd;
2586	>	return correction;
2587	>	}
2588	>
2589	>	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2590
2591	+	dout << "Computing response corrections: " << endl;
2592	+	//Step 1 : Get results
2593	+	float datacorrection=find_one_correction_factor("Data",true,"","Data");
2594	+	float mccorrection=find_one_correction_factor("DY",false,"","MC");
2595	+
2596	+	float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
2597	+	float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
2598	+
2599	+	float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
2600	+	float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
2601	+
2602	+	cout << "Corrections : " << endl;
2603	+	cout << " Data : " << datacorrection << endl;
2604	+	cout << " ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
2605	+	cout << " MC : " << mccorrection << endl;
2606	+	cout << " ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
2607
2608	<	//Step 2: Getting the result
1904	<	// TCut zptcutforresponse("pt>30&&pt<300&&TMath::Abs(91.2-mll)<20&&id1==id2&&(ch1*ch2<0)");
2608	>	//Step 2: Processing the result and making it into something useful :-)
2609		stringstream jzbvardatas;
2610	<	if(datacorrection>1) jzbvardatas<<"(jzb[1]-"<<datacorrection-1<<"*pt)";
2611	<	if(datacorrection<1) jzbvardatas<<"(jzb[1]+"<<1-datacorrection<<"*pt)";
2610	>	jzbvardatas << "(";
2611	>
2612	>	if(dataEEcorrection>=1) jzbvardatas<<"((id1==0&&id1==id2)(jzb[1]-" << dataEEcorrection-1 << "pt))";
2613	>	if(dataEEcorrection<1) jzbvardatas<<"((id1==0&&id1==id2)(jzb[1]+" << 1-dataEEcorrection << "pt))";
2614	>
2615	>	if(dataMMcorrection>=1) jzbvardatas<<"+((id1==1&&id1==id2)(jzb[1]-" << dataMMcorrection-1 << "pt))";
2616	>	if(dataMMcorrection<1) jzbvardatas<<"+((id1==1&&id1==id2)(jzb[1]+" << 1-dataMMcorrection << "pt))";
2617	>
2618	>	float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
2619	>
2620	>	if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)(jzb[1]-" << datacorrection-1 << "pt))";
2621	>	if(datacorrection<1) jzbvardatas<<"+((id1!=id2)(jzb[1]+" << 1-datacorrection << "pt))";
2622	>
2623	>	jzbvardatas << ")";
2624		jzbvardata=jzbvardatas.str();
2625	+
2626		stringstream jzbvarmcs;
2627	<	if(mccorrection>1) jzbvarmcs<<"(jzb[1]-"<<mccorrection-1<<"*pt)";
2628	<	if(mccorrection<1) jzbvarmcs<<"(jzb[1]+"<<1-mccorrection<<"*pt)";
2627	>	jzbvarmcs << "(";
2628	>
2629	>	if(mcEEcorrection>=1) jzbvarmcs<<"((id1==0&&id1==id2)(jzb[1]-" << mcEEcorrection-1 << "pt))";
2630	>	if(mcEEcorrection<1) jzbvarmcs<<"((id1==0&&id1==id2)(jzb[1]+" << 1-mcEEcorrection << "pt))";
2631	>
2632	>	if(mcMMcorrection>=1) jzbvarmcs<<"+((id1==1&&id1==id2)(jzb[1]-" << mcMMcorrection-1 << "pt))";
2633	>	if(mcMMcorrection<1) jzbvarmcs<<"+((id1==1&&id1==id2)(jzb[1]+" << 1-mcMMcorrection << "pt))";
2634	>
2635	>	float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
2636	>
2637	>	if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)(jzb[1]-" << mccorrection-1 << "pt))";
2638	>	if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)(jzb[1]+" << 1-mccorrection << "pt))";
2639	>
2640	>	jzbvarmcs << ")";
2641		jzbvarmc=jzbvarmcs.str();
2642	+
2643		dout << "JZB Z pt correction summary : " << endl;
2644		dout << " Data: The response is " << datacorrection << " --> jzb variable is now : " << jzbvardata << endl;
2645		dout << " MC : The response is " << mccorrection << " --> jzb variable is now : " << jzbvarmc << endl;
2646	+
2647		}
2648
2649		void pick_up_events(string cut) {
#	Line 1920 \| Line 2651 \| void pick_up_events(string cut) {
2651		allsamples.PickUpEvents(cut);
2652		}
2653
2654	<	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError) {
2654	>	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
2655		dout << "Saving configuration template!" << endl;
2656		ofstream configfile;
2657		configfile.open("../DistributedModelCalculations/last_configuration.C");
#	Line 1940 \| Line 2671 \| void save_template(string mcjzb, string
2671		configfile<<"string datajzb=\"datajzb_ERROR\";\n";
2672		configfile<<"string mcjzb=\"mcjzb_ERROR\";\n";
2673		configfile<<"vector<float>jzb_cuts;\n";
2674	+	configfile<<"vector<float>jzb_shape_limit_bins;\n";
2675		configfile<<"float MCPeakError=-999;\n";
2676	+	configfile<<"float DataPeakError=-999;\n";
2677		configfile<<"}\n\n";
2678
2679		configfile<<"void read_config() {\n";
2680		configfile<<"datajzb=\""<<datajzb<<"\";\n";
2681		configfile<<"mcjzb=\""<<mcjzb<<"\";\n\n";
2682	<	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n\n";
2683	<	for(int i=0;i<jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2682	>	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n";
2683	>	configfile<<"DataPeakError="<<DataPeakError<<";\n\n";
2684	>	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";
2685	>	configfile<<"\n\n";
2686	>	for(int i=0;i<(int)Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2687	>	for(int i=0;i<(int)Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2688	>	for(int i=0;i<(int)Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2689		configfile<<"\n\n";
2690	<	for(int i=0;i<Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2691	<	for(int i=0;i<Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2692	<	for(int i=0;i<Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2690	>	for(int i=0;i<(int)flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2691	>	for(int i=0;i<(int)flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2692	>	for(int i=0;i<(int)flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2693	>	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";
2694		configfile<<"\n\n";
1956	–	for(int i=0;i<flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1957	–	for(int i=0;i<flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1958	–	for(int i=0;i<flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2695		configfile<<"\n\n";
2696		configfile<<"luminosity="<<luminosity<<";\n";
2697		configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
2698	+	configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
2699
2700		configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
2701
#	Line 1981 \| Line 2718 \| *void draw_all_ttbar_histos(TCanvas can,**
2718		float max=histos[0]->GetMaximum();
2719		if(manualmin>=0) min=manualmin;
2720		else {
2721	<	for(int i=1;i<histos.size();i++) {
2721	>	for(int i=1;i<(int)histos.size();i++) {
2722		float curmin=get_nonzero_minimum(histos[i]);
2723		float curmax=histos[i]->GetMaximum();
2724		if(curmin<min) min=curmin;
#	Line 1992 \| Line 2729 \| *void draw_all_ttbar_histos(TCanvas can,**
2729		histos[0]->Draw(drawoption.c_str());
2730		stringstream drawopt;
2731		drawopt << drawoption << ",same";
2732	<	for(int i=1;i<histos.size();i++) {
2732	>	for(int i=1;i<(int)histos.size();i++) {
2733		histos[i]->Draw(drawopt.str().c_str());
2734		}
2735		}
#	Line 2001 \| Line 2738 \| void ttbar_sidebands_comparison(string m
2738		//in the case of the on peak analysis, we compare the 3 control regions to the real value
2739		//in the case of the OFF peak analysis, we compare our control region to the real value
2740		TCut weightbackup=cutWeight;
2004	–	cutWeight="1.0";
2005	–	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2741
2742	+	bool doPURW=false;
2743	+
2744	+
2745	+	if(!doPURW) {
2746	+	dout << "Not doing PU reweighting for ttbar closure test" << endl;
2747	+	cutWeight="1.0";
2748	+	// Do it without PU re-weighting
2749	+	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2750	+	stringstream resultsNoPU;
2751	+	stringstream noPUdatajzb;
2752	+	stringstream noPUmcjzb;
2753	+
2754	+	stringstream mcjzbnoPU;
2755	+	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2756	+	mcjzb = noPUmcjzb.str();
2757	+	}
2758	+
2759	+
2760	+	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2761
2762	<	TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2762	>	TH1F *TZem = systsamples.Draw("TZem", mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2763		TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2764		TH1F *TSem;
2765		TH1F *nTSem;
2766	<	TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2766	>	TH1F *TZeemm = systsamples.Draw("TZeemm", mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2767		TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2768		TH1F *TSeemm;
2769		TH1F *nTSeemm;
2770
2771	<	if(PlottingSetup::RestrictToMassPeak) {
2772	<	TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2773	<	nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2774	<	TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2771	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2772	>	TSem = systsamples.Draw("TSem", mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2773	>	nTSem = systsamples.Draw("nTSem", "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2774	>	TSeemm = systsamples.Draw("TSeemm", mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2775		nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2776		}
2777
2778		TCanvas *tcan = new TCanvas("tcan","tcan");
2025	–
2779		tcan->SetLogy(1);
2780
2781		TZeemm->SetLineColor(kBlack);
#	Line 2031 \| Line 2784 \| void ttbar_sidebands_comparison(string m
2784		TZem->SetMarkerColor(kRed);
2785
2786
2787	<	if(PlottingSetup::RestrictToMassPeak) {
2787	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2788		TSem->SetLineColor(TColor::GetColor("#00A616"));
2789		TSeemm->SetLineColor(kMagenta+2);
2790		TSem->SetMarkerColor(TColor::GetColor("#00A616"));
#	Line 2041 \| Line 2794 \| void ttbar_sidebands_comparison(string m
2794		}
2795
2796		vector<TH1F*> histos;
2797	+	TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2798	+	TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2799		histos.push_back(TZem);
2800		histos.push_back(TZeemm);
2801	<	if(PlottingSetup::RestrictToMassPeak) {
2801	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2802	>	TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2803	>	TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2804		histos.push_back(TSem);
2805		histos.push_back(TSeemm);
2806		}
2807	<	draw_all_ttbar_histos(tcan,histos,"histo",0.04);
2807	>	draw_all_ttbar_histos(tcan,histos,"histo",1);
2808
2809		TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
2810		leg->AddEntry(TZeemm,"SFZP","l");
2811		leg->AddEntry(TZem,"OFZP","l");
2812	<	if(PlottingSetup::RestrictToMassPeak) {
2812	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2813		leg->AddEntry(TSeemm,"SFSB","l");
2814		leg->AddEntry(TSem,"OFSB","l");
2815		}
2816		leg->Draw("same");
2817		DrawMCPrelim(simulatedlumi);
2818		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison");
2062	–
2819		TH1F TZemcopy = (TH1F)TZem->Clone("TZemcopy");
2820		TH1F TZeemmcopy = (TH1F)TZeemm->Clone("TZeemmcopy");
2821	<	TH1F TSeemmcopy = (TH1F)TSeemm->Clone("TSeemmcopy");
2822	<	TH1F TSemcopy = (TH1F)TSem->Clone("TSemcopy");
2821	>	TH1F *TSeemmcopy;
2822	>	TH1F *TSemcopy;
2823	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2824	>	TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
2825	>	TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
2826	>	}
2827
2828		TZem->Divide(TZeemm);
2829		TZem->SetMarkerStyle(21);
2830	<	if(PlottingSetup::RestrictToMassPeak) {
2830	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2831		TSem->Divide(TZeemm);
2832		TSeemm->Divide(TZeemm);
2833		TSem->SetMarkerStyle(24);
2834		TSeemm->SetMarkerStyle(32);
2835	<	}
2835	>	}
2836
2837		tcan->SetLogy(0);
2838		TZem->GetYaxis()->SetRangeUser(0,2.5);
2839		TZem->GetYaxis()->SetTitle("ratio");
2840		TZem->Draw();
2841	<	if(PlottingSetup::RestrictToMassPeak) {
2841	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2842		TSem->Draw("same");
2843		TSeemm->Draw("same");
2844		}
2845
2846	<	float linepos=0.25;
2847	<	if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
2846	>	float linepos=emuncertONPEAK;
2847	>	if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
2848	>
2849		TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
2850		TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2851		TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
2852
2853	+	/*write_warning(__FUNCTION__,"These two lines are to be removed!");
2854	+	TLine *topalt = new TLine(binning[0],1.0+0.1,binning[binning.size()-1],1.0+0.1);
2855	+	TLine *bottomalt = new TLine(binning[0],1.0-0.1,binning[binning.size()-1],1.0-0.1);
2856	+	topalt->SetLineColor(kRed);topalt->SetLineStyle(3);
2857	+	bottomalt->SetLineColor(kRed);bottomalt->SetLineStyle(3);
2858	+	topalt->Draw("same");bottomalt->Draw("same");*/
2859	+
2860	+
2861		top->SetLineColor(kBlue);top->SetLineStyle(2);
2862		bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
2863		center->SetLineColor(kBlue);
#	Line 2099 \| Line 2868 \| void ttbar_sidebands_comparison(string m
2868
2869		TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
2870		leg2->AddEntry(TZem,"OFZP / SFZP","ple");
2871	<	if(PlottingSetup::RestrictToMassPeak) {
2871	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2872		leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
2873		leg2->AddEntry(TSem,"OFSB / SFZP","ple");
2874		}
#	Line 2112 \| Line 2881 \| void ttbar_sidebands_comparison(string m
2881		DrawMCPrelim(simulatedlumi);
2882		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
2883
2884	+	if (0) { // Turn this off: we don't need this
2885
2886	+	///-------------- second part: only look at the quantity we actually care about!
2887	+	TH1F leftsfzp = (TH1F)nTZeemm->Clone("leftsfzp");
2888	+	TH1F rightsfzp = (TH1F)TZeemmcopy->Clone("rightsfzp");
2889	+	rightsfzp->Add(leftsfzp,-1);
2890	+	TH1F leftofzp = (TH1F)nTZem->Clone("leftofzp");
2891	+	TH1F rightofzp = (TH1F)TZemcopy->Clone("rightofzp");
2892	+	rightofzp->Add(leftofzp,-1);
2893	+	TH1F *leftofsb;
2894	+	TH1F *rightofsb;
2895	+	TH1F *leftsfsb;
2896	+	TH1F *rightsfsb;
2897	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2898	+	leftofsb = (TH1F*)nTSem->Clone("leftofsb");
2899	+	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2900	+	rightofsb->Add(leftofsb,-1);
2901	+	leftsfsb = (TH1F*)nTSeemm->Clone("leftsfsb");
2902	+	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2903	+	rightsfsb->Add(leftsfsb,-1);
2904	+	}
2905
2906	<	///-------------- second part: only look at the quantity we actually care about!
2907	<	TH1F leftsfzp = (TH1F)nTZeemm->Clone("leftsfzp");
2908	<	TH1F rightsfzp = (TH1F)TZeemmcopy->Clone("rightsfzp");
2909	<	rightsfzp->Add(leftsfzp,-1);
2910	<	TH1F leftofzp = (TH1F)nTZem->Clone("leftofzp");
2911	<	TH1F rightofzp = (TH1F)TZemcopy->Clone("rightofzp");
2912	<	rightofzp->Add(leftofzp,-1);
2913	<	TH1F *leftofsb;
2914	<	TH1F *rightofsb;
2915	<	TH1F *leftsfsb;
2127	<	TH1F *rightsfsb;
2128	<	if(PlottingSetup::RestrictToMassPeak) {
2129	<	leftofsb = (TH1F*)nTSem->Clone("leftofsb");
2130	<	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2131	<	rightofsb->Add(leftofsb,-1);
2132	<	leftsfsb = (TH1F*)nTSeemm->Clone("leftsfsb");
2133	<	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2134	<	rightsfsb->Add(leftsfsb,-1);
2135	<	}
2906	>	tcan->SetLogy(1);
2907	>	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2908	>	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2909	>	rightsfzp->Draw("histo");
2910	>	rightofzp->Draw("histo,same");
2911	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2912	>	rightofsb->Draw("histo,same");
2913	>	rightsfsb->Draw("histo,same");
2914	>	}
2915	>	DrawMCPrelim(simulatedlumi);
2916
2917	<	tcan->SetLogy(1);
2918	<	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2919	<	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2920	<	rightsfzp->Draw("histo");
2921	<	rightofzp->Draw("histo,same");
2922	<	if(PlottingSetup::RestrictToMassPeak) {
2923	<	rightofsb->Draw("histo,same");
2924	<	rightsfsb->Draw("histo,same");
2145	<	}
2146	<	DrawMCPrelim(simulatedlumi);
2917	>	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2918	>	legA->AddEntry(rightsfzp,"SFZP","l");
2919	>	legA->AddEntry(rightofzp,"OFZP","l");
2920	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2921	>	legA->AddEntry(rightofsb,"SFSB","l");
2922	>	legA->AddEntry(rightsfsb,"OFSB","l");
2923	>	}
2924	>	legA->Draw();
2925
2926	<	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2149	<	legA->AddEntry(rightsfzp,"SFZP","l");
2150	<	legA->AddEntry(rightofzp,"OFZP","l");
2151	<	if(PlottingSetup::RestrictToMassPeak) {
2152	<	legA->AddEntry(rightofsb,"SFSB","l");
2153	<	legA->AddEntry(rightsfsb,"OFSB","l");
2154	<	}
2155	<	legA->Draw();
2926	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2927
2928	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2928	>	tcan->SetLogy(0);
2929	>	rightofzp->Divide(rightsfzp);
2930	>	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2931	>	rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2932	>	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2933	>	rightofzp->Draw();
2934	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2935	>	rightofsb->Divide(rightsfzp);
2936	>	rightsfsb->Divide(rightsfzp);
2937	>	rightofsb->Draw("same");
2938	>	rightsfsb->Draw("same");
2939	>	}
2940
2941	<	tcan->SetLogy(0);
2942	<	rightofzp->Divide(rightsfzp);
2943	<	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2944	<	rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
2945	<	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2946	<	rightofzp->Draw();
2947	<	if(PlottingSetup::RestrictToMassPeak) {
2948	<	rightofsb->Divide(rightsfzp);
2949	<	rightsfsb->Divide(rightsfzp);
2950	<	rightofsb->Draw("same");
2951	<	rightsfsb->Draw("same");
2952	<	}
2953	<
2954	<	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2955	<	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2956	<	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2957	<
2958	<	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2959	<	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2960	<	center2->SetLineColor(kBlue);
2961	<
2962	<	top2->Draw("same");
2963	<	center2->Draw("same");
2964	<	bottom2->Draw("same");
2965	<
2966	<	rightofzp->SetMarkerStyle(21);
2967	<	if(PlottingSetup::RestrictToMassPeak) {
2186	<	rightofsb->SetMarkerStyle(24);
2187	<	rightsfsb->SetMarkerStyle(32);
2188	<	}
2189	<
2190	<	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2191	<	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2192	<	if(PlottingSetup::RestrictToMassPeak) {
2193	<	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2194	<	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2195	<	}
2196	<	leg3->AddEntry(bottom,"syst. envelope","l");
2197	<	leg3->SetX1(0.25);leg3->SetX2(0.6);
2198	<	leg3->SetY1(0.65);
2941	>	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2942	>	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2943	>	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2944	>
2945	>	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2946	>	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2947	>	center2->SetLineColor(kBlue);
2948	>
2949	>	top2->Draw("same");
2950	>	center2->Draw("same");
2951	>	bottom2->Draw("same");
2952	>
2953	>	rightofzp->SetMarkerStyle(21);
2954	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2955	>	rightofsb->SetMarkerStyle(24);
2956	>	rightsfsb->SetMarkerStyle(32);
2957	>	}
2958	>
2959	>	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2960	>	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2961	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2962	>	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2963	>	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2964	>	}
2965	>	leg3->AddEntry(bottom,"syst. envelope","l");
2966	>	leg3->SetX1(0.25);leg3->SetX2(0.6);
2967	>	leg3->SetY1(0.65);
2968
2969	<	leg3->Draw("same");
2969	>	leg3->Draw("same");
2970
2971	<	DrawMCPrelim(simulatedlumi);
2972	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2971	>	DrawMCPrelim(simulatedlumi);
2972	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2973	>
2974	>	}
2975
2976		delete TZem;
2977		delete nTZem;
2978		delete TZeemm;
2979		delete nTZeemm;
2980	<	if(PlottingSetup::RestrictToMassPeak) {
2980	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2981		delete TSem;
2982		delete nTSem;
2983		delete TSeemm;
#	Line 2219 \| Line 2990 \| void ttbar_sidebands_comparison(string m
2990
2991		void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
2992		vector<float> nicer_binning;
2993	<	nicer_binning.push_back(-125);
2993	>
2994	>	/* nicer_binning.push_back(-400);
2995	>	nicer_binning.push_back(-250);
2996	>	nicer_binning.push_back(-200);
2997	>	nicer_binning.push_back(-150);
2998	>	nicer_binning.push_back(-100);
2999	>	nicer_binning.push_back(-50);
3000	>	nicer_binning.push_back(-20);
3001	>
3002	>	nicer_binning.push_back(0);
3003	>	nicer_binning.push_back(20);
3004	>	nicer_binning.push_back(50);
3005	>	nicer_binning.push_back(100);
3006	>	nicer_binning.push_back(150);
3007	>	nicer_binning.push_back(200);
3008	>	nicer_binning.push_back(250);
3009	>	nicer_binning.push_back(400);*/
3010	>
3011		nicer_binning.push_back(-100);
2224	–	nicer_binning.push_back(-75);
3012		nicer_binning.push_back(-50);
3013		nicer_binning.push_back(-25);
3014		nicer_binning.push_back(0);
#	Line 2231 \| Line 3018 \| void ttbar_sidebands_comparison(string m
3018		nicer_binning.push_back(100);
3019		nicer_binning.push_back(125);
3020		nicer_binning.push_back(150);
3021	<	nicer_binning.push_back(175);
3021	>	//nicer_binning.push_back(175);
3022		nicer_binning.push_back(200);
3023	<	nicer_binning.push_back(230);
3024	<	nicer_binning.push_back(280);
3023	>	nicer_binning.push_back(250);
3024	>	nicer_binning.push_back(300);
3025		nicer_binning.push_back(400);
3026	+
3027		ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
3028		}
3029
3030
3031	<	void zjets_prediction_comparison() {
3032	<	// Do it without PU re-weighting
3033	<	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3034	<	stringstream resultsNoPU;
3035	<
3036	<	stringstream mcjzbnoPU;
3037	<	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,false);
3038	<	if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
3039	<	else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
3031	>	void zjets_prediction_comparison(string mcjzbWithPUa) {
3032	>	TCanvas *zcan = new TCanvas("zcan","zcan");
3033	>	// zcan->SetLogy(1);
3034	>	TCut weightbackup=cutWeight;
3035	>
3036	>	bool UsePURW=false;
3037	>
3038	>
3039	>	string mcjzb;
3040	>	if(UsePURW) {
3041	>	mcjzb=mcjzbWithPUa;
3042	>	} else {
3043	>	// Do it without PU re-weighting
3044	>	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3045	>	stringstream resultsNoPU;
3046	>	stringstream noPUdatajzb;
3047	>	stringstream noPUmcjzb;
3048	>
3049	>	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
3050	>	dout << "The peak corrected JZB expression for MC without pileup is : " << noPUmcjzb.str() << endl;
3051	>
3052	>	mcjzb = noPUmcjzb.str();
3053	>
3054	>	cutWeight="1.0";
3055	>	}
3056
3057	<	string mcjzb = mcjzbnoPU.str();
3058	<	dout << "The peak corrected JZB expression for MC without pileup is : " << mcjzb << endl;
3057	>
3058	>	vector<float> binning;
3059	>	binning.push_back(0);
3060	>	binning.push_back(10);
3061	>	binning.push_back(20);
3062	>	binning.push_back(40);
3063	>	binning.push_back(60);
3064	>	// binning.push_back(50);
3065	>	// binning.push_back(60);
3066	>	// binning.push_back(70);
3067	>	// binning.push_back(80);
3068	>	// binning.push_back(90);
3069	>	binning.push_back(100);
3070
2256	–	TCut weightbackup=cutWeight;
2257	–	cutWeight="1.0";
2258	–	float sbg_min=0.;
2259	–	float sbg_max=100.;
2260	–	int sbg_nbins=5;
3071		float simulatedlumi = luminosity;//in pb please - adjust to your likings
3072
3073		TCut kPos((mcjzb+">0").c_str());
3074		TCut kNeg((mcjzb+"<0").c_str());
3075		string var( "abs("+mcjzb+")" );
3076	+
3077	+	TCut notTau("abs(genMID1)!=15");
3078	+	TCut ONLYTau("mll>20");
3079	+
3080
3081	<	TCut kcut(cutmass&&cutOSSF&&"pfJetGoodNum>2");
3082	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
3083	<	kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2270	<	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
2271	<	kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3081	>	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3082	>	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3083	>
3084		hJZBpos->SetLineColor(kBlack);
3085		hJZBneg->SetLineColor(kRed);
3086
3087	<	Int_t nbins = 5;
2276	<	Float_t xmax = 100.;
2277	<
2278	<
2279	<	TCanvas *zcan = new TCanvas("zcan","zcan");
2280	<	zcan->SetLogy(1);
2281	<
3087	>	hJZBpos->SetMinimum(1.0);
3088		hJZBpos->Draw("e1");
3089		hJZBneg->Draw("same,hist");
3090		hJZBpos->Draw("same,e1"); // So it's on top...
3091
3092	<	TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
3092	>	TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
3093		leg->AddEntry(hJZBpos,"Observed","pe");
3094		leg->AddEntry(hJZBneg,"Predicted","l");
3095		leg->Draw("same");
3096		DrawMCPrelim(simulatedlumi);
3097	<	CompleteSave(zcan,"Systematics/zjets_prediction");
3097	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
3098
3099		TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
3100		hratio->Divide(hJZBneg);
3101
3102	+	for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
3103	+	cout << "Positive: " << hJZBpos->GetBinContent(i) << " vs Negative : " << hJZBneg->GetBinContent(i) << " (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
3104	+	}
3105	+
3106		zcan->SetLogy(0);
3107	<	hratio->GetYaxis()->SetRangeUser(0,2.5);
3107	>	hratio->GetYaxis()->SetRangeUser(0,2.0);
3108		hratio->GetYaxis()->SetTitle("Observed/Predicted");
3109		hratio->Draw("e1");
3110
3111	<	TLine *top = new TLine(sbg_min,1.25,sbg_max,1.25);
3112	<	TLine *center = new TLine(sbg_min,1.0,sbg_max,1.0);
3113	<	TLine *bottom = new TLine(sbg_min,0.75,sbg_max,0.75);
3111	>	TLine *top = new TLine(binning[0],1.25,binning[binning.size()-1],1.25);
3112	>	TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
3113	>	TLine *bottom = new TLine(binning[0],0.75,binning[binning.size()-1],0.75);
3114
3115
3116		top->SetLineColor(kBlue);top->SetLineStyle(2);
#	Line 2311 \| Line 3121 \| void zjets_prediction_comparison() {
3121		center->Draw("same");
3122		bottom->Draw("same");
3123
3124	<	TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
3124	>	TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3125		leg2->AddEntry(hratio,"obs / pred","pe");
3126		leg2->AddEntry(bottom,"syst. envelope","l");
3127		leg2->Draw("same");
3128		DrawMCPrelim(simulatedlumi);
3129	<	CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
3129	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
3130	>
3131	>	TCut reducedNJets(cutnJets);
3132	>
3133	>	TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3134	>	TH1F *LcorrJZBeemm = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3135	>	TH1F *RcorrJZBem = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3136	>	TH1F *LcorrJZBem = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3137	>
3138	>	TH1F *RcorrJZBSBem;
3139	>	TH1F *LcorrJZBSBem;
3140	>	TH1F *RcorrJZBSBeemm;
3141	>	TH1F *LcorrJZBSBeemm;
3142	>
3143	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3144	>	RcorrJZBSBem = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3145	>	LcorrJZBSBem = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3146	>	RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3147	>	LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3148	>	}
3149	>
3150	>	TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3151	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3152	>	Bpred->Add(RcorrJZBem,1.0/3.);
3153	>	Bpred->Add(LcorrJZBem,-1.0/3.);
3154	>	Bpred->Add(RcorrJZBSBem,1.0/3.);
3155	>	Bpred->Add(LcorrJZBSBem,-1.0/3.);
3156	>	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3157	>	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3158	>	} else {
3159	>	Bpred->Add(RcorrJZBem,1.0);
3160	>	Bpred->Add(LcorrJZBem,-1.0);
3161	>	}
3162	>
3163	>	Bpred->SetLineColor(kRed);
3164	>
3165	>	TAUhJZBpos->SetLineColor(kBlack);
3166	>	Bpred->SetLineColor(kRed);
3167	>
3168	>	TAUhJZBpos->SetMinimum(1.0);
3169	>	TAUhJZBpos->Draw("e1");
3170	>	Bpred->Draw("same,hist");
3171	>	TAUhJZBpos->Draw("same,e1");
3172	>
3173	>	TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
3174	>	TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
3175	>	TAUleg->AddEntry(Bpred,"Predicted","l");
3176	>	TAUleg->Draw("same");
3177	>	DrawMCPrelim(simulatedlumi);
3178	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
3179	>
3180	>	TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
3181	>	TAUhratio->Divide(Bpred);
3182	>
3183	>	for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
3184	>	cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << " vs predicted : " << Bpred->GetBinContent(i) << " (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
3185	>	}
3186	>
3187	>	zcan->SetLogy(0);
3188	>	TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
3189	>	TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
3190	>	TAUhratio->Draw("e1");
3191	>
3192	>	top->Draw("same");
3193	>	center->Draw("same");
3194	>	bottom->Draw("same");
3195	>
3196	>	TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow #tau#tau",0.25,0.75,false);
3197	>	TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
3198	>	TAUleg2->AddEntry(bottom,"syst. envelope","l");
3199	>	TAUleg2->Draw("same");
3200	>	DrawMCPrelim(simulatedlumi);
3201	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
3202	>
3203	>	delete Bpred;
3204	>	delete TAUhJZBpos;
3205	>	delete LcorrJZBeemm;
3206	>	delete RcorrJZBem;
3207	>	delete LcorrJZBem;
3208	>
3209	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3210	>	delete RcorrJZBSBem;
3211	>	delete LcorrJZBSBem;
3212	>	delete RcorrJZBSBeemm;
3213	>	delete LcorrJZBSBeemm;
3214	>	}
3215	>
3216
3217		delete zcan;
3218		cutWeight=weightbackup;
#	Line 2342 \| Line 3238 \| void sideband_assessment(string datajzb,
3238		tout << "\\begin{tabular}{l\|cc}" << endl;
3239		tout << "\\hline" << endl;
3240		tout << "& {\\OFZP} & {\\OFSB} \\\\\\hline" << endl;
3241	<	tout << "\\#(events) & "<<OFSB<<" & "<<OFZP<<"\\\\ \\hline" << endl;
3241	>	tout << "\\#(events) & "<<OFZP<<" & "<<OFSB<<"\\\\ \\hline" << endl;
3242		tout << "\\end{tabular}" << endl;
3243		tout << "\\end{center}" << endl;
3244		tout << "\\end{table}" << endl;
#	Line 2360 \| Line 3256 \| void make_table(samplecollection &coll,
3256
3257		TCanvas *cannie = new TCanvas("cannie","cannie");
3258
3259	<	for(int icut=0;icut<jzb_cuts.size();icut++) {
3259	>	for(int icut=0;icut<(int)jzb_cuts.size();icut++) {
3260		float currcut=jzb_cuts[icut];
3261		int nbins=1;float low=currcut;
3262		vector<int> mysample;
#	Line 2375 \| Line 3271 \| void make_table(samplecollection &coll,
3271		TH1F *RcorrJZBSBeemm;
3272		TH1F *LcorrJZBSBeemm;
3273
3274	<	if(PlottingSetup::RestrictToMassPeak) {
3274	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3275		RcorrJZBSBem = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3276		LcorrJZBSBem = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3277		RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
#	Line 2383 \| Line 3279 \| void make_table(samplecollection &coll,
3279		}
3280
3281		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3282	<	if(PlottingSetup::RestrictToMassPeak) {
3282	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3283		Bpred->Add(RcorrJZBem,1.0/3.);
3284		Bpred->Add(LcorrJZBem,-1.0/3.);
3285		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2419 \| Line 3315 \| void make_table(samplecollection &coll,
3315		//prediction part
3316		if(is_data) cout << "Data prediction & ";
3317		if(subselection!="none") cout << subselection << " prediction &";
3318	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3318	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3319
3320		cout << endl;
3321		//observation part
3322		if(is_data) cout << "Data observation & ";
3323		if(subselection!="none") cout << subselection << " observation &";
3324	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3324	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3325		cout << endl;
3326		cout << "_________________________________________________________________" << endl;
3327		delete cannie;
#	Line 2460 \| Line 3356 \| *void JZBSelEff(string mcjzb, TTree even**
3356		int nbins = sizeof(xbins)/sizeof(float)-1;
3357		int markers[] = { 20, 26, 21, 24, 22, 25, 28 };
3358
3359	<	TH1F* heff = new TH1F("heff", "JZB eff ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3360	<	TH1F* hgen = new TH1F("hgen", "JZB gen ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3361	<	TH1F* hreco = new TH1F("hreco","JZB reco ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3359	>
3360	>	TH1F* heff = new TH1F("heff", "JZB eff ; generator JZB [GeV]; efficiency",nbins,xbins);
3361	>	TH1F* hgen = new TH1F("hgen", "JZB gen ; generator JZB [GeV]; efficiency",nbins,xbins);
3362	>	TH1F* hreco = new TH1F("hreco","JZB reco ; generator JZB [GeV]; efficiency",nbins,xbins);
3363
3364		TCut kgen(genMassCut&&"genZPt>0&&genNjets>2&&abs(genMID)==23"&&cutOSSF);
3365		TCut kreco(cutmass);
#	Line 2478 \| Line 3375 \| *void JZBSelEff(string mcjzb, TTree even**
3375		TCanvas *can = new TCanvas("can","Canvas for JZB Efficiency",600,600);
3376		can->SetGridx(1);
3377		can->SetGridy(1);
3378	+	can->SetLeftMargin(0.16);
3379	+	can->SetRightMargin(0.05);
3380		TLegend *leg = make_legend("",0.6,0.2,false,0.89,0.5);
3381	+	leg->SetBorderSize(1);
3382	+	leg->SetLineColor(kBlack);
3383	+	leg->SetTextFont(62);
3384
3385	<
2484	<
2485	<	for ( int icut=0; icut<jzb_bins.size(); ++icut ) {
3385	>	for ( int icut=0; icut<(int)jzb_bins.size(); ++icut ) {
3386
3387		ostringstream selection;
3388		selection << mcjzb << ">" << jzb_bins[icut];
#	Line 2498 \| Line 3398 \| *void JZBSelEff(string mcjzb, TTree even**
3398		}
3399
3400		heff->GetXaxis()->SetRangeUser(min, max);
3401	+	// heff->GetXaxis()->SetLabelSize(0.05); // paper style. overruled.
3402	+	// heff->GetYaxis()->SetLabelSize(0.05); // paper style. overruled.
3403	+	// heff->GetXaxis()->SetTitleSize(0.06); // paper style. overruled.
3404	+	// heff->GetYaxis()->SetTitleSize(0.06); // paper style. overruled.
3405		heff->SetMarkerStyle(markers[icut]);
3406		heff->Fit("func","Q+","same");
3407
#	Line 2509 \| Line 3413 \| *void JZBSelEff(string mcjzb, TTree even**
3413
3414		// Store plot
3415		TH1F* h = (TH1F*)heff->Clone(hname);
3416	+	h->SetNdivisions(505,"X");
3417		if ( icut) h->Draw("same");
3418		else h->Draw();
3419		char htitle[256]; sprintf(htitle,"JZB > %3.0f GeV", jzb_bins[icut]);
#	Line 2529 \| Line 3434 \| *void JZBSelEff(string mcjzb, TTree even**
3434		// Calls the above function for each signal sample
3435		void plot_jzb_sel_eff(string mcjzb, samplecollection &signalsamples, vector<float> bins )
3436		{
3437	<	for (int isignal=0; isignal<signalsamples.collection.size();isignal++) {
3437	>	for (int isignal=0; isignal<(int)signalsamples.collection.size();isignal++) {
3438		dout << "JZB selection efficiency curve: " << std::endl;
3439		JZBSelEff(mcjzb,(signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].samplename,bins); // Only for some selected samples
3440		}
#	Line 2572 \| Line 3477 \| void qcd_plots(string datajzb, string mc
3477		TH1F *RcorrJZBSBeemm;
3478		TH1F *LcorrJZBSBeemm;
3479
3480	<	TH1F *RcorrJZBeemmNoS;
3480	>	// TH1F *RcorrJZBeemmNoS;
3481
3482		//these are for the ratio
3483		TH1F *JRcorrJZBeemm = qcdsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 2585 \| Line 3490 \| void qcd_plots(string datajzb, string mc
3490		TH1F *JRcorrJZBSBeemm;
3491		TH1F *JLcorrJZBSBeemm;
3492
3493	<	if(PlottingSetup::RestrictToMassPeak) {
3493	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3494		RcorrJZBSBem = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3495		LcorrJZBSBem = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3496		RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 2606 \| Line 3511 \| void qcd_plots(string datajzb, string mc
3511
3512		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3513		TH1F JBpred = (TH1F)JLcorrJZBeemm->Clone("Bpred");
3514	<	if(PlottingSetup::RestrictToMassPeak) {
3514	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3515		Bpred->Add(RcorrJZBem,1.0/3.);
3516		Bpred->Add(LcorrJZBem,-1.0/3.);
3517		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2656 \| Line 3561 \| void qcd_plots(string datajzb, string mc
3561		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
3562		string ytitle("ratio");
3563		if ( use_data==1 ) ytitle = "data/pred";
3564	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,use_data!=1,ytitle);
3564	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
3565
3566		TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
3567		TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
#	Line 2676 \| Line 3581 \| void qcd_plots(string datajzb, string mc
3581		dout << "______________________________________________" << endl;
3582		dout << "How QCD shows up in the different regions: " << endl;
3583		dout << "OSSF: " << endl;
3584	<	if(PlottingSetup::RestrictToMassPeak) {
3584	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3585		dout << " Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3586		dout << " sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
3587		} else {
3588		dout << " " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3589		}
3590		dout << "OSOF: " << endl;
3591	<	if(PlottingSetup::RestrictToMassPeak) {
3591	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3592		dout << " Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3593		dout << " sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
3594		} else {
3595		dout << " Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3596		}
3597		dout << "Therefore: " << endl;
3598	<	if(PlottingSetup::RestrictToMassPeak) {
3598	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3599		dout << " Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
3600		dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
3601		dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
#	Line 2703 \| Line 3608 \| void qcd_plots(string datajzb, string mc
3608		dout << " Observation increases by : " << RcorrJZBeemm->Integral() << endl;
3609
3610		dout << endl;
3611	<	for(int i=0;i<bins.size();i++) {
3611	>	for(int i=0;i<(int)bins.size();i++) {
3612		dout << " JZB > " << bins[i] << " : " << endl;
3613		dout << " Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
3614	<	if(PlottingSetup::RestrictToMassPeak) {
3614	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3615		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;
3616		} else {
3617		dout << " Prediction increases by : " << LcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
#	Line 2720 \| Line 3625 \| void qcd_plots(string datajzb, string mc
3625		if(LcorrJZBem) delete LcorrJZBem;
3626		if(RcorrJZBeemm) delete RcorrJZBeemm;
3627		if(LcorrJZBeemm) delete LcorrJZBeemm;
3628	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
3629	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
3630	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3631	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3628	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
3629	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
3630	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3631	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3632		}
3633
3634		void check_ptsanity() {
#	Line 2751 \| Line 3656 \| void check_ptsanity() {
3656		leg->SetY2(1.0);
3657
3658
3659	<	for(int isample=0;isample<allsamples.collection.size();isample++) {
3659	>	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3660		string nowname=(allsamples.collection)[isample].filename;
3661		cout << "Drawing: " << nowname << " (sample " << isample+1 << " / " << allsamples.collection.size() << ")" << endl;
3662		individualpt1histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt1",50,0,50, "p_{T,1}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
#	Line 2775 \| Line 3680 \| void check_ptsanity() {
3680		ptsancan->cd(2);
3681		fpt2->Draw();
3682
3683	<	for(int isample=0;isample<allsamples.collection.size();isample++) {
3683	>	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3684		ptsancan->cd(1);
3685		individualpt1histos[isample]->DrawNormalized("same,histo");
3686		ptsancan->cd(2);
#	Line 2791 \| Line 3696 \| void check_ptsanity() {
3696		void do_mlls_plot(string mcjzb) {
3697		cout << "At this point we'd plot the mll distribution" << endl;
3698		TCanvas *sigcan = new TCanvas("sigcan","sigcan");
3699	<	for(int isig=0;isig<(signalsamples.collection).size();isig++) {
3699	>	for(int isig=0;isig<(int)(signalsamples.collection).size();isig++) {
3700		if(!(signalsamples.collection)[isig].events) continue;
3701		string nowname=(signalsamples.collection)[isig].filename;
3702		TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets,mc,luminosity,signalsamples.FindSample(nowname));
#	Line 2820 \| Line 3725 \| void do_mlls_plot(string mcjzb) {
3725		}
3726		}
3727
3728	<	void met_vs_jzb_plots() {
3728	>	void met_vs_jzb_plots(string datajzb, string mcjzb) {
3729
3730		TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
3731		canmetjzb->SetRightMargin(0.16);
#	Line 2829 \| Line 3734 \| void met_vs_jzb_plots() {
3734		findme.push_back("DY");
3735		findme.push_back("TTJets");
3736		findme.push_back("LM");
3737	<
3738	<	for(int ifind=0;ifind<findme.size();ifind++) {
3737	>	/*
3738	>	for(int ifind=0;ifind<(int)findme.size();ifind++) {
3739		vector<int> selsamples = allsamples.FindSample(findme[ifind]);
3740		TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
3741	<	for(int isel=0;isel<selsamples.size();isel++) {
3742	<	cout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3743	<	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF);
3741	>	for(int isel=0;isel<(int)selsamples.size();isel++) {
3742	>	dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3743	>	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
3744		}
3745		metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
3746		metvsjzb->SetStats(0);
#	Line 2849 \| Line 3754 \| void met_vs_jzb_plots() {
3754		title->Draw();
3755		CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
3756		}
3757	+	*/
3758	+
3759	+	dout << "About to produce MET plot for DY split up by JZB" << endl;
3760	+
3761	+	int nbins=14;
3762	+	float low=0;
3763	+	float high=140;
3764	+
3765	+	stringstream sLEFT;
3766	+	sLEFT << "((" << mcjzb << ")<0)";
3767	+	TCut LEFT(sLEFT.str().c_str());
3768	+	stringstream sRIGHT;
3769	+	sRIGHT << "((" << mcjzb << ")>0)";
3770	+	TCut RIGHT(sRIGHT.str().c_str());
3771	+
3772	+	TH1F *metleft = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3773	+	TH1F *metleftO = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3774	+	TH1F *metright = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3775	+	TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3776	+
3777	+
3778	+	TH1F Bpred = (TH1F)metleft->Clone("Bpred");
3779	+	Bpred->Add(metleftO,-1);
3780	+	Bpred->Add(metrightO);
3781	+	TH1F obs = (TH1F)metright->Clone("obs");
3782	+
3783	+	metleft->Add(metleftO,-1);
3784	+	metright->Add(metrightO,-1);
3785	+
3786	+	metleft->SetLineColor(kRed);
3787	+	metright->SetLineColor(kBlack);
3788	+	TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
3789	+	metpad->cd();
3790	+	metpad->SetLogy(1);
3791	+	metleft->Draw("histo");
3792	+	metright->Draw("same");
3793	+	TLegend *lg = make_legend();
3794	+	lg->SetX1(0.5);
3795	+	lg->SetY1(0.7);
3796	+	lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
3797	+	lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
3798	+	lg->SetHeader("DY");
3799	+
3800	+	lg->Draw();
3801	+	save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
3802	+
3803	+	TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
3804	+	metpad3->cd();
3805	+	metpad3->SetLogy(1);
3806	+	Bpred->SetLineColor(kRed);
3807	+	Bpred->Draw("histo");
3808	+	obs->SetLineColor(kBlack);
3809	+	obs->Draw("same");
3810	+	TLegend *lg2 = make_legend();
3811	+	lg2->SetX1(0.5);
3812	+	lg2->SetY1(0.7);
3813	+	lg2->AddEntry(obs,"observed","P");
3814	+	lg2->AddEntry(Bpred,"predicted","L");
3815	+	lg2->SetHeader("DY");
3816	+
3817	+	lg2->Draw();
3818	+
3819	+	save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
3820	+
3821	+	TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
3822	+	metpad2->cd();
3823	+	metpad2->SetLogy(1);
3824	+
3825	+	TH1F *metlefta = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3826	+	TH1F *metleftOa = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3827	+	TH1F *metrighta = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3828	+	TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3829	+
3830	+	metlefta->Add(metleftOa,-1);
3831	+	metrighta->Add(metrightOa,-1);
3832	+
3833	+	metlefta->SetLineColor(kRed);
3834	+	metpad2->cd();
3835	+	metlefta->Draw("histo");
3836	+	metrighta->Draw("same");
3837	+	lg->Draw();
3838	+	save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
3839	+
3840	+	delete Bpred;
3841	+	delete obs;
3842	+
3843	+	float newhigh=300;
3844	+	int newNBins=30;
3845	+
3846	+	TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
3847	+	TH1F *Ametleft = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
3848	+	TH1F *AmetleftO = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
3849	+	TH1F *Ametright = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
3850	+	TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
3851	+
3852	+	TH1F aBpred = (TH1F)Ametleft->Clone("aBpred");
3853	+	aBpred->Add(AmetleftO,-1);
3854	+	aBpred->Add(AmetrightO);
3855	+	aBpred->SetLineColor(kRed);
3856	+
3857	+	TH1F aobs = (TH1F)Ametright->Clone("aobs");
3858	+	metpad4->cd();
3859	+	metpad4->SetLogy(1);
3860	+	aobs->Draw();
3861	+	aBpred->Draw("histo,same");
3862	+	aobs->Draw("same");
3863	+	lg->SetHeader("All MC");
3864	+	lg->Draw();
3865	+	save_with_ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
3866	+
3867	+
3868	+	delete lg;
3869	+	delete canmetjzb;
3870	+	delete metleft;
3871	+	delete metleftO;
3872	+	delete metright;
3873	+	delete metrightO;
3874		}
3875
3876
#	Line 2856 \| Line 3878 \| void test() {
3878
3879		TCanvas *testcanv = new TCanvas("testcanv","testcanv");
3880		testcanv->cd();
3881	<	switch_overunderflow(true);
3881	>	// switch_overunderflow(true);
3882		TH1F *ptdistr = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
3883		switch_overunderflow(false);
3884		ptdistr->Draw();

Diff Legend

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

Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents): Revision 1.9 by buchmann, Tue Mar 27 09:53:08 2012 UTC vs. Revision 1.56 by buchmann, Wed Sep 5 20:16:25 2012 UTC

Diff Legend

Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.9 by buchmann, Tue Mar 27 09:53:08 2012 UTC vs.
Revision 1.56 by buchmann, Wed Sep 5 20:16:25 2012 UTC