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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.27 by buchmann, Mon Jun 18 13:15:39 2012 UTC vs.
Revision 1.48 by buchmann, Wed Aug 15 09:18:07 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;
#	Line 40 | Line 43 | void find_peaks(float &MCPeak,float &MCP
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,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,mc, luminosity);
47	<	TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
48	<	TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,mc, luminosity);
49	<	TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -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,nbins, -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 58 | 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 68 | 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 make_special_obs_pred_mll_plot(string mcjzb, float jzbthreshold) {
87	>	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb)
88	>	{
89	>
90	>	bool DoInvidualeemmPeaks=false;
91	>
92	>	float mcpeak, datapeak;
93	>	float mcpeakerr, datapeakerr;
94	>
95	>	float mceepeak,mcmmpeak;
96	>	float mceepeakerr,mcmmpeakerr;
97	>
98	>	float datammpeak,dataeepeak;
99	>	float datammpeakerr,dataeepeakerr;
100	>
101	>	float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
102	>
103	>	dout << "Finding global peak : " << endl;
104	>	find_one_peak_combination(TCut(""),mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
105	>
106	>	if(DoInvidualeemmPeaks) {
107	>	dout << "Finding peak for electrons : " << endl;
108	>	find_one_peak_combination(TCut("id1==0"),mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
109	>	dout << "Finding peak for muons : " << endl;
110	>	find_one_peak_combination(TCut("id1==1"),mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
111	>
112	>	datajzb << "(" << jzbvariabledata;
113	>	mcjzb << "(" << jzbvariablemc;
114	>
115	>	if(dataeepeak>0) datajzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
116	>	else datajzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
117	>
118	>	if(datammpeak>0) datajzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
119	>	else datajzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
120	>
121	>	if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
122	>	else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
123	>
124	>	datajzb << ")";
125	>
126	>	if(mceepeak>0) mcjzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
127	>	else mcjzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
128	>
129	>	if(mcmmpeak>0) mcjzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
130	>	else mcjzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
131	>
132	>	if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
133	>	else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
134	>
135	>	mcjzb << ")";
136	>	} else {
137	>	datajzb << "(" << jzbvariabledata;
138	>	mcjzb << "(" << jzbvariablemc;
139	>
140	>	if(datapeak>0) datajzb << "- " << TMath::Abs(datapeak) << " ";
141	>	else datajzb << "+ " << TMath::Abs(datapeak) << " ";
142	>
143	>	datajzb << ")";
144	>
145	>	if(mcpeak>0) mcjzb << "- " << TMath::Abs(mcpeak) << " ";
146	>	else mcjzb << "+ " << TMath::Abs(mcpeak) << " ";
147	>
148	>	mcjzb << ")";
149	>	}
150	>
151	>
152	>	}
153	>
154	>	void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
155		float min=70.0;
156		float max=115.0;
157		if(!PlottingSetup::RestrictToMassPeak) {
158	<	min=10;
159	<	max=150;
158	>	min=20;
159	>	max=300;
160		}
161	<	int nbins=int((max-min)/5);
161	>	int nbins=int((max-min)/binWidth);
162
163		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
164
165		stringstream largerzeroS;
166	<	largerzeroS << "(" << mcjzb << ">" << jzbthreshold << ")";
167	<	TCut largerzero(largerzeroS.str().c_str());
166	>	largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
167	>	TCut largerzeroD(largerzeroS.str().c_str());
168
169		stringstream smallerzeroS;
170	<	smallerzeroS << "(" << mcjzb << "<-" << jzbthreshold << ")";
171	<	TCut smallerzero(smallerzeroS.str().c_str());
172	<
173	<	TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,data,luminosity);
174	<	THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,mc,luminosity);
175	<	TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,data,luminosity);
176	<	TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,data,luminosity);
177	<	TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,data,luminosity);
170	>	smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
171	>	TCut smallerzeroD(smallerzeroS.str().c_str());
172	>
173	>
174	>	stringstream largerzeroMS;
175	>	largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
176	>	TCut largerzeroM(largerzeroMS.str().c_str());
177	>
178	>	TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,data,luminosity);
179	>	THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
180	>	TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,data,luminosity);
181	>	TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,data,luminosity);
182	>	TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,data,luminosity);
183
184		TH1F *RcorrJZBSBem;
185		TH1F *LcorrJZBSBem;
#	Line 108 | Line 189 | void make_special_obs_pred_mll_plot(stri
189		//  TH1F *RcorrJZBeemmNoS;
190
191		if(PlottingSetup::RestrictToMassPeak) {
192	<	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,data, luminosity);
193	<	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,data, luminosity);
194	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,data, luminosity);
195	<	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,data, luminosity);
196	<	}
197	<
198	<	TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
199	<	if(PlottingSetup::RestrictToMassPeak) {
200	<	Bpred->Add(RcorrJZBem,1.0/3.);
201	<	Bpred->Add(LcorrJZBem,-1.0/3.);
202	<	Bpred->Add(RcorrJZBSBem,1.0/3.);
203	<	Bpred->Add(LcorrJZBSBem,-1.0/3.);
204	<	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
205	<	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
206	<	} else {
207	<	Bpred->Add(RcorrJZBem,1.0);
208	<	Bpred->Add(LcorrJZBem,-1.0);
209	<	}
210	<
192	>	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,data, luminosity);
193	>	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,data, luminosity);
194	>	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,data, luminosity);
195	>	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,data, luminosity);
196	>	}
197	>
198	>	// Separate predictions
199	>	TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
200	>	TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
201	>	TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
202	>	if(PlottingSetup::RestrictToMassPeak) {
203	>	OFP->Scale(1.0/3.0);
204	>	OFP->Add(RcorrJZBSBem,1.0/3.);
205	>	OFP->Add(RcorrJZBSBeemm,1.0/3.);
206	>	OFN->Scale(1.0/3.0);
207	>	OFN->Add(LcorrJZBSBem,1.0/3.);
208	>	OFN->Add(LcorrJZBSBeemm,1.0/3.);
209	>	}
210	>
211	>	TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
212	>	Bpred->Add(OFP);
213	>	Bpred->Add(OFN,-1);
214		Bpred->SetLineColor(kRed);
215
216	+	RcorrJZBeemm->SetTitleOffset(1.3,"y");
217		RcorrJZBeemm->Draw();
218		mcRcorrJZBeemm.Draw("same");
219		Bpred->Draw("histo,same");
#	Line 143 | Line 228 | void make_special_obs_pred_mll_plot(stri
228		stringstream saveas;
229		saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
230		CompleteSave(ckin,saveas.str());
231	<
231	>
232	>	// Draw all predictions overlayed
233	>	unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
234	>	SFN->SetLineColor(kGreen+2);
235	>	SFN->SetLineStyle(2);
236	>	SFN->SetLineWidth(w);
237	>	OFP->SetLineColor(kBlue+2);
238	>	OFP->SetLineStyle(2);
239	>	OFP->SetLineWidth(w);
240	>	OFN->SetLineColor(kMagenta+2);
241	>	OFN->SetLineStyle(3);
242	>	OFN->SetLineWidth(w);
243	>
244	>	RcorrJZBeemm->Draw();
245	>	SFN->Draw("histo,same");
246	>	OFP->Draw("histo,same");
247	>	OFN->Draw("histo,same");
248	>	Bpred->Draw("histo,same");
249	>	RcorrJZBeemm->Draw("same");
250	>
251	>	TLegend *leg2 = make_legend("",0.52,0.7);
252	>	leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
253	>	leg2->AddEntry(Bpred,"predicted (data)","l");
254	>	leg2->AddEntry(SFN,  "  SF JZB<0","l");
255	>	leg2->AddEntry(OFN,  "  OF JZB<0","l");
256	>	leg2->AddEntry(OFP,  "  OF JZB>0","l");
257	>	leg2->Draw("same");
258	>
259	>	saveas.str("");
260	>	saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold << "_nomc";
261	>	CompleteSave(ckin,saveas.str());
262	>
263		delete RcorrJZBeemm;
264		delete LcorrJZBeemm;
265		delete RcorrJZBem;
#	Line 242 | Line 358 | void draw_ratio_plot(TH1* hdata, THStack
358		oneline->Draw("same");
359		}
360
361	+	void make_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, bool logscale,
362	+	string xlabel, string filename, bool isPF=true, bool plotratio=true, bool loadlastminmax=false, float legendPosition=0.3) {
363	+
364	+	TCut ibasiccut=basiccut;
365	+	bool draw_separation_lines=false;
366	+
367	+	if(isPF) ibasiccut=basiccut&&"pfjzb[0]>-998";
368	+
369	+	if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
370	+
371	+	TCut cutSF;
372	+	TCut cutOF;
373	+
374	+	cutOF=cutOSOF&&cutnJets&&ibasiccut;
375	+	cutSF=cutOSSF&&cutnJets&&ibasiccut;
376	+
377	+
378	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
379	+	ckin->SetLogy(logscale);
380	+	TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
381	+	TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
382	+	string signal("LM3");
383	+	TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
384	+	int idx = signalsamples.FindSample(signal)[0];
385	+	(signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
386	+	signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
387	+	signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
388	+	datahistoSF->SetMarkerSize(DataMarkerSize);
389	+	datahistoOF->SetLineColor(kRed);
390	+
391	+	if ( !logscale ) {
392	+	datahistoSF->SetMinimum(0); // Defaults
393	+	datahistoOF->SetMinimum(0); // Defaults
394	+	} else {
395	+	datahistoSF->SetMinimum(0.5);
396	+	datahistoOF->SetMinimum(0.5);
397	+	}
398	+	if (logscale) {
399	+	datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
400	+	datahistoOF->SetMaximum(5.3*datahistoSF->GetMaximum());
401	+	} else {
402	+	datahistoSF->SetMaximum(2.0*datahistoSF->GetMaximum());
403	+	datahistoOF->SetMaximum(2.0*datahistoOF->GetMaximum());
404	+	}
405	+
406	+	datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
407	+	datahistoOF->GetXaxis()->SetTitle(xlabel.c_str());
408	+	signalhisto->GetXaxis()->SetTitle(xlabel.c_str());
409	+	datahistoSF->GetYaxis()->SetTitle("N. Events");
410	+	datahistoOF->GetYaxis()->SetTitle("N. Events");
411	+	signalhisto->GetYaxis()->SetTitle("N. Events");
412	+	datahistoSF->GetXaxis()->CenterTitle();
413	+	datahistoOF->GetXaxis()->CenterTitle();
414	+	signalhisto->GetXaxis()->CenterTitle();
415	+	datahistoSF->GetYaxis()->CenterTitle();
416	+	datahistoOF->GetYaxis()->CenterTitle();
417	+	signalhisto->GetYaxis()->CenterTitle();
418	+
419	+	TLegend *mleg = new TLegend(0.2+legendPosition, 0.72, 0.55+legendPosition, 0.87, legendTitle.c_str());
420	+	mleg->SetFillColor(kWhite);
421	+	mleg->SetTextFont(42);
422	+	mleg->SetTextSize(0.048);
423	+	mleg->SetLineWidth(0);
424	+	mleg->SetBorderSize(0);
425	+	mleg->AddEntry(datahistoSF, "S. Flavor", "PL");
426	+	mleg->AddEntry(datahistoOF, "O. Flavor", "L");
427	+	mleg->AddEntry(signalhisto, "LM3", "L");
428	+
429	+	datahistoSF->Draw("E1");
430	+	datahistoOF->Draw("HIST,SAMES");
431	+	signalhisto->Draw("HIST,SAMES");
432	+	mleg->Draw();
433	+	DrawPrelim();
434	+	CompleteSave(ckin, "./SFOF/" + filename);
435	+
436	+	datahistoSF->Delete();
437	+	datahistoOF->Delete();
438	+	signalhisto->Delete();
439	+	delete mleg;
440	+	delete ckin;
441	+
442	+	}
443	+
444	+
445	+
446		float lastrange_min=0;
447		float lastrange_max=0;
448
#	Line 284 | Line 485 | void make_kin_plot(string variable, stri
485		draw_separation_lines=true;
486		}
487		if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
488	<	if(Contains(filename,"mll_aboveJZB100")) cut=cutOSSF&&cutnJets&&ibasiccut;
488	>	if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
489	>	if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
490	>	if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
491		if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
492		if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutOSSF;
493		if(filename=="mll_inclusive_osof") cut=cutOSOF;
#	Line 297 | Line 500 | void make_kin_plot(string variable, stri
500		ckin->SetLogy(logscale);
501		TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
502		datahisto->SetMarkerSize(DataMarkerSize);
503	<	THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
503	>	if ( !logscale ) datahisto->SetMinimum(0); // Defaults
504	>	else datahisto->SetMinimum(0.5);
505	>	// Custom max.
506	>	if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
507		if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
508		if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
509		if(filename=="mll_inclusive"||filename=="mll_inclusive_mm"||filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
510		if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
511		if(filename=="mll_osof") datahisto->SetMinimum(9);
512	<	datahisto->SetMaximum(5.3*datahisto->GetMaximum());
513	<	datahisto->Draw("e1");
514	<	ckin->Update();
512	>	if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
513	>	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
514	>
515	>	cout << "******** Cut used : " << (const char*) cut << endl;
516		if(loadlastminmax) {
517		datahisto->SetMinimum(lastrange_min);
518		datahisto->SetMaximum(lastrange_max);
#	Line 315 | Line 522 | void make_kin_plot(string variable, stri
522		}
523		}
524
525	+	// Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
526	+	string signal("LM3");
527	+	TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
528	+	int idx = signalsamples.FindSample(signal)[0];
529	+	(signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
530	+	signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
531	+	signalhisto->SetLineColor(kOrange);
532	+
533	+	THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
534	+	datahisto->Draw("e1");
535	+	ckin->Update();
536		mcstack.Draw("same");
537	+
538		datahisto->Draw("same,e1");
539		TLegend *kinleg = allsamples.allbglegend();
540		kinleg->Draw();
#	Line 358 | Line 577 | void make_kin_plot(string variable, stri
577		kinpad->SetLogy(logscale);
578		datahisto->Draw("e1");
579		mcstack.Draw("same");
580	+	signalhisto->Draw("same");
581		datahisto->Draw("same,e1");
582		datahisto->Draw("same,axis");
583		if(RestrictToMassPeak&&draw_separation_lines) {
#	Line 365 | Line 585 | void make_kin_plot(string variable, stri
585		upperboundary->Draw("same");
586		}
587
588	+	kinleg->AddEntry("signalhisto",signal.c_str(),"l");
589		kinleg->Draw();
590		write_cut->Draw();
591		DrawPrelim();
#	Line 382 | Line 603 | void make_kin_plot(string variable, stri
603		delete ckin;
604		}
605
606	<	void make_JES_plot() {
606	>	void make_JES_plot(TCut cut, string name) {
607
608		int nbins=10;
609		float min=-0.5;
610		float max = 9.5;
611		bool logscale=true;
612		string xlabel="nJets";
392	–	TCut cut=cutmass&&cutOSSF&&basiccut;
613
614		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
615		ckin->SetLogy(logscale);
616	<	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
616	>	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
617		datahisto->SetMarkerSize(DataMarkerSize);
618	<	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
619	<	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
620	<	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
618	>	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
619	>	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
620	>	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
621
622		datahisto->SetMinimum(1);
623		datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
#	Line 422 | Line 642 | void make_JES_plot() {
642		TLegend *kinleg = allsamples.allbglegend();
643		kinleg->AddEntry(JESunc,"JES uncertainty","f");
644		kinleg->Draw();
645	<	CompleteSave(ckin,"Systematics/JES");
645	>	CompleteSave(ckin,"Systematics/JES"+name);
646		datahisto->Delete();
647		delete ckin;
648
#	Line 437 | Line 657 | void do_kinematic_plots(string mcjzb, st
657		float mll_hi=160;
658		if(!PlottingSetup::RestrictToMassPeak) {
659		mll_low=20;
660	<	mll_hi=210;
660	>	mll_hi=300;
661		}
662	<
663	<	make_kin_plot("met[4]","",40,0,200,dolog,"MET [GeV]","met",doPF,true);
662	>
663	>	/*
664	>	make_OFSF_plot("pfJetGoodNum40", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 5, 3, 8, true, "N. jets", "njetsLow", false, false, false, 0.2);
665	>	make_OFSF_plot("pfJetGoodNum40", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 5, 3, 8, true, "N. jets", "njetsMed", false, false, false, 0.2);
666	>	make_OFSF_plot("pfJetGoodPt[0]/pfJetGoodPt[1]", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2Low", false, false, false, 0.2);
667	>	make_OFSF_plot("pfJetGoodPt[0]/pfJetGoodPt[1]", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2Med", false, false, false, 0.2);
668	>	make_OFSF_plot("TMath::Abs(pfJetDphiMet[0])", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", "dphijetmetLow", false, false, false, 0.0);
669	>	make_OFSF_plot("TMath::Abs(pfJetDphiMet[0])", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", "dphijetmetMed", false, false, false, 0.0);
670	>	make_OFSF_plot("TMath::Abs(dphi)", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", "dphiLow", false, false, false, 0.2);
671	>	make_OFSF_plot("TMath::Abs(dphi)", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", "dphiMed", false, false, false, 0.2);
672	>	make_OFSF_plot("TMath::Abs(dphiMet1)", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", "dphiMet1Low", false, false, false, 0.2);
673	>	make_OFSF_plot("TMath::Abs(dphiMet1)", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", "dphiMet1Med", false, false, false, 0.2);
674	>	make_OFSF_plot("TMath::Abs(dphiMet2)", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", "dphiMet2Low", false, false, false, 0.2);
675	>	make_OFSF_plot("TMath::Abs(dphiMet2)", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", "dphiMet2Med", false, false, false, 0.2);
676	>	make_OFSF_plot("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "Min(|#Delta#phi(l,MET)|)", "dphilcLow", false, false, false, 0.2);
677	>	make_OFSF_plot("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "Min(|#Delta#phi(l,MET)|)", "dphilcMed", false, false, false, 0.2);
678	>	make_OFSF_plot("TMath::Min(TMath::Abs(pfJetDphiMet[0]), TMath::Min(TMath::Abs(pfJetDphiMet[1]), TMath::Abs(pfJetDphiMet[2])))", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "Min(|#Delta#phi(jet,MET)|)", "dphijcLow", false, false, false, 0.2);
679	>	make_OFSF_plot("TMath::Min(TMath::Abs(pfJetDphiMet[0]), TMath::Min(TMath::Abs(pfJetDphiMet[1]), TMath::Abs(pfJetDphiMet[2])))", "mll>20&&mll<40&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "Min(|#Delta#phi(jet,MET)|)", "dphijcMed", false, false, false, 0.2);
680	>	make_OFSF_plot("TMath::Min((TMath::Pi()-TMath::Abs(dphiMet1)), (TMath::Pi() - TMath::Abs(dphiMet2)))", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "Min(#Pi - |#Delta#phi(l,MET)|)", "dphilcoLow", false, false, false, 0.2);
681	>	make_OFSF_plot("TMath::Min((TMath::Pi()-TMath::Abs(dphiMet1)), (TMath::Pi() - TMath::Abs(dphiMet2)))", "mll>20&&mll<40&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "Min(#Pi - |#Delta#phi(l,MET)|)", "dphilcoMed", false, false, false, 0.2);
682	>	make_OFSF_plot("TMath::Min((TMath::Pi()-TMath::Abs(pfJetDphiMet[0])), TMath::Min( (TMath::Pi()-TMath::Abs(pfJetDphiMet[1])), (TMath::Pi() - TMath::Abs(pfJetDphiMet[2]))))", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "Min(#Pi - |#Delta#phi(jet,MET)|)", "dphijcoLow", false, false, false, 0.2);
683	>	make_OFSF_plot("TMath::Min((TMath::Pi()-TMath::Abs(pfJetDphiMet[0])), TMath::Min( (TMath::Pi()-TMath::Abs(pfJetDphiMet[1])), (TMath::Pi() - TMath::Abs(pfJetDphiMet[2]))))", "mll>20&&mll<40&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "Min(#Pi - |#Delta#phi(jet,MET)|)", "dphijcoMed", false, false, false, 0.2);
684	>
685	>
686	>	make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
687	>
688		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
689		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
690		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
691		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
692	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
693	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
694	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
695	<	make_kin_plot("mll","",(int)((mll_hi-mll_low))/2,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
696	<	make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
697	<	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
698	<	//  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
699	<	//  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
700	<	make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
701	<	make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
458	<	make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
459	<	make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
460	<	make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
692	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
693	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
694	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
695	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
696	>	make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
697	>	if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
698	>
699	>	make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
700	>	make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
701	>
702		make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets",doPF);
703		make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
704		make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
705	<	if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
705	>
706	>	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
707	>	//  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
708	>	//  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
709	>	make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
710	>	make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
711	>	make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
712	>	make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
713	>	make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
714		stringstream jzbcut;
715		jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
716	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
717	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_aboveJZB100",doPF,true);
718	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
719	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_aboveJZB100",doPF,true);
716	>	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
717	>	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB100",doPF,true);
718	>	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB100",doPF,true);
719	>	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB100",doPF,true);
720		stringstream jzbcut2;
721		jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
722	<	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
723	<	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_aboveJZB150",doPF,true);
722	>	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
723	>	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);
724	>	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);
725	>	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);
726		stringstream jzbcut3;
727		jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
728	<	make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
729	<	make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_aboveJZB50",doPF,true,true);
728	>	make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
729	>	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);
730	>	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);
731	>	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);
732	>
733	>	make_kin_plot("mll","met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV] (MET>100GeV)","mll_met100",doPF,true);
734	>
735	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
736	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
737	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
738	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
739	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
740	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
741	>	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
742	>
743	>	make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
744	>	make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
745	>	*/
746
747	<	make_special_obs_pred_mll_plot(mcjzb,0);
748	<	make_special_obs_pred_mll_plot(mcjzb,50);
749	<	make_special_obs_pred_mll_plot(mcjzb,100);
750	<	make_special_obs_pred_mll_plot(mcjzb,150);
751	<	make_special_obs_pred_mll_plot(mcjzb,200);
752	<	make_special_obs_pred_mll_plot(mcjzb,250);
747	>	string regioncut[4] =    {"mll>0&&","mll>20&&mll<70&&","mll>70&&mll<110&&","mll>110&&"};
748	>	string regionname[4] = {"global","lowmass","Zregion","highmass"};
749	>	bool StoreRatioPlots=false;
750	>	for(int iregion=0;iregion<4;iregion++) {
751	>	cout << regionname[iregion] << " : " << regioncut[iregion] << endl;
752	>
753	>	//Z properties
754	>	make_kin_plot("pt","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),40,0,200,dolog,"p_{T}^{ee} [GeV] (MET>100GeV)","Z/ZPT_ee_met100_"+regionname[iregion],doPF,StoreRatioPlots);
755	>	make_kin_plot("pt","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),40,0,200,dolog,"p_{T}^{#mu#mu} [GeV] (MET>100GeV)","Z/ZPT_mm_met100_"+regionname[iregion],doPF,StoreRatioPlots);
756	>
757	>	make_kin_plot("phi","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),32,-3.2,3.2,nolog,"#phi^{ee} (MET>100GeV)","Z/ZPhi_ee_met100_"+regionname[iregion],doPF,StoreRatioPlots);
758	>	make_kin_plot("phi","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),32,-3.2,3.2,nolog,"#phi^{#mu#mu} (MET>100GeV)","Z/ZPhi_mm_met100_"+regionname[iregion],doPF,StoreRatioPlots);
759	>
760	>	make_kin_plot("eta","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),30,-3.0,3.0,nolog,"#eta^{ee} (MET>100GeV)","Z/ZEta_ee_met100_"+regionname[iregion],doPF,StoreRatioPlots);
761	>	make_kin_plot("eta","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutOSSF&&cutnJets),30,-3.0,3.0,nolog,"#eta^{#mu#mu} (MET>100GeV)","Z/ZEta_mm_met100_"+regionname[iregion],doPF,StoreRatioPlots);
762	>
763	>	// lepton properties
764	>	make_kin_plot("pt1","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),40,0,200,dolog,"p_{T}^{e1} [GeV] (MET>100GeV)","Lepton/LeadingElectronPt_met100_"+regionname[iregion],doPF,StoreRatioPlots);
765	>	make_kin_plot("pt1","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),40,0,200,dolog,"p_{T}^{#mu1} [GeV] (MET>100GeV)","Lepton/LeadingMuonPt_met100_"+regionname[iregion],doPF,StoreRatioPlots);
766	>	make_kin_plot("pt2","met[4]>100&&id2==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),40,0,200,dolog,"p_{T}^{e2} [GeV] (MET>100GeV)","Lepton/SubLeadingElectronPt_met100_"+regionname[iregion],doPF,StoreRatioPlots);
767	>	make_kin_plot("pt2","met[4]>100&&id2==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),40,0,200,dolog,"p_{T}^{#mu2} [GeV] (MET>100GeV)","Lepton/SubLeadingMuonPt_met100_"+regionname[iregion],doPF,StoreRatioPlots);
768	>
769	>	make_kin_plot("phi1","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),32,-3.2,3.2,nolog,"#phi^{e1} (MET>100GeV)","Lepton/LeadingElectronPhi_met100_"+regionname[iregion],doPF,StoreRatioPlots);
770	>	make_kin_plot("phi1","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),32,-3.2,3.2,nolog,"#phi^{#mu1} (MET>100GeV)","Lepton/LeadingMuonPhi_met100_"+regionname[iregion],doPF,StoreRatioPlots);
771	>	make_kin_plot("phi2","met[4]>100&&id2==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),32,-3.2,3.2,nolog,"#phi^{e2} (MET>100GeV)","Lepton/SubLeadingElectronPhi_met100_"+regionname[iregion],doPF,StoreRatioPlots);
772	>	make_kin_plot("phi2","met[4]>100&&id2==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),32,-3.2,3.2,nolog,"#phi^{#mu2} (MET>100GeV)","Lepton/SubLeadingMuonPhi_met100_"+regionname[iregion],doPF,StoreRatioPlots);
773	>
774	>	make_kin_plot("eta1","met[4]>100&&id1==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),30,-3.0,3.0,nolog,"#eta^{e1} (MET>100GeV)","Lepton/LeadingElectronEta_met100_"+regionname[iregion],doPF,StoreRatioPlots);
775	>	make_kin_plot("eta1","met[4]>100&&id1==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),30,-3.0,3.0,nolog,"#eta^{#mu1} (MET>100GeV)","Lepton/LeadingMuonEta_met100_"+regionname[iregion],doPF,StoreRatioPlots);
776	>	make_kin_plot("eta2","met[4]>100&&id2==0&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),30,-3.0,3.0,nolog,"#eta^{e2} (MET>100GeV)","Lepton/SubLeadingElectronEta_met100_"+regionname[iregion],doPF,StoreRatioPlots);
777	>	make_kin_plot("eta2","met[4]>100&&id2==1&&"+regioncut[iregion]+(const char*)TCut(cutmass&&cutnJets),30,-3.0,3.0,nolog,"#eta^{#mu2} (MET>100GeV)","Lepton/SubLeadingMuonEta_met100_"+regionname[iregion],doPF,StoreRatioPlots);
778	>
779	>
780	>	}
781	>
782		}
783
784		void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
785		int nbins, float xmin, float xmax, bool log,
786		float ymin=0, float ymax=0, bool leftJustified=false ) {
787	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
787	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
788
789		TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
790		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__));
791	<	if(var=="numVtx") cutWeight=TCut("1.0");
791	>	//if(var=="numVtx") cutWeight=TCut("1.0");
792		TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
793		TCut jzbMC[]  = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
794
#	Line 516 | Line 812 | void make_comp_plot( string var, string
812		TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
813		ccomp->SetLogy(log);
814		TH1F *datahisto = allsamples.Draw("datahisto",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
815	<	TH1F *lm4histo = signalsamples.Draw("lm4histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
815	>	TH1F *lm3histo  = signalsamples.Draw("lm3histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
816		THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],  mc,  luminosity);
817		datahisto->SetMarkerSize(DataMarkerSize);
818		if (ymax>ymin) datahisto->SetMaximum(ymax);
819	<	lm4histo->SetLineStyle(2);
819	>	lm3histo->SetLineStyle(2);
820		datahisto->Draw("e1");
821		mcstack.Draw("same");
822		datahisto->Draw("same,e1");
823	<	//      lm4histo->Draw("hist,same");
823	>	lm3histo->Draw("hist,same");
824		TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
825		if ( leftJustified ) {
826		Float_t w = kinleg->GetX2()-kinleg->GetX1();
827		kinleg->SetX1(0.2);
828		kinleg->SetX2(0.2+w);
829		}
830	<	//      kinleg->AddEntry(lm4histo,"LM4","l");
830	>	kinleg->AddEntry(lm3histo,"LM3","l");
831		kinleg->Draw();
832		TText* write_variable = write_text(0.99,0.01,var);
833		write_variable->SetTextAlign(31);
#	Line 540 | Line 836 | void make_comp_plot( string var, string
836		CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
837		delete datahisto;
838		delete ccomp;
839	<	delete lm4histo;
839	>	delete lm3histo;
840		}
841		cutWeight=weightbackup;
842		}
#	Line 550 | Line 846 | void region_comparison_plots(string mcjz
846		dout << "Creating comparison plots for signal and control regions" << endl;
847		// Compare a few quantities in the signal region and all 7 control regions
848
849	<	switch_overunderflow(true);  // switching overflow/underflow bins on
849	>	//  switch_overunderflow(true);  // switching overflow/underflow bins on
850
851
852		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
#	Line 558 | Line 854 | void region_comparison_plots(string mcjz
854		float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
855		float mll_low=50;float mll_high=170;
856		if(!PlottingSetup::RestrictToMassPeak) {
857	<	mll_high=200;
858	<	mll_low=50;
857	>	mll_high=300;
858	>	mll_low=20;
859		}
860	<	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
860	>	make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
861	>	make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
862	>
863	>	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
864		make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
865	<	make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
865	>	make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
866	>	make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
867		make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
868	<	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
868	>	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
869		make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
870		make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
871	+	make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
872	+	make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
873		}
874
875		switch_overunderflow(false); // switching overflow/underflow bins off
#	Line 861 | Line 1163 | if you want to start from scratch (witho
1163		return return_functions;
1164		}
1165
1166	<	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false,string subdir="" )
1166	>	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
1167		{
1168	<	// note: sigma is not used ATM
867	<	switch_overunderflow(true);
1168	>	//  switch_overunderflow(true);
1169		bool is_data=false;
1170		bool use_signal=false;
1171		if(use_data==1) is_data=true;
#	Line 874 | Line 1175 | void do_prediction_plot(string jzb, TCan
1175		float low=0;
1176		float hi=500;
1177
877	–	stringstream largerzeroS;
878	–	largerzeroS << "("<<jzb<<">0)";
879	–	TCut largerzero(largerzeroS.str().c_str());
880	–	stringstream smallerzeroS;
881	–	smallerzeroS << "("<<jzb<<"<0)";
882	–	TCut smallerzero(smallerzeroS.str().c_str());
883	–
1178		TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
1179	<	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1180	<	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1181	<	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1182	<	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1179	>	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1180	>	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1181	>	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1182	>	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1183
1184		blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
1185		blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
#	Line 902 | Line 1196 | void do_prediction_plot(string jzb, TCan
1196
1197		//these are for the ratio
1198
1199	<	TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1200	<	TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1201	<	TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1202	<	TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1199	>	TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1200	>	TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1201	>	TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1202	>	TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1203
1204		TH1F *JRcorrJZBSBem;
1205		TH1F *JLcorrJZBSBem;
1206		TH1F *JRcorrJZBSBeemm;
1207		TH1F *JLcorrJZBSBeemm;
1208
1209	<	if(use_data==2 || overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,false);
1209	>	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);
1210
1211
1212		if(PlottingSetup::RestrictToMassPeak) {
1213	<	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1214	<	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1215	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1216	<	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1213	>	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1214	>	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1215	>	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1216	>	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1217
1218		//these are for the ratio
1219	<	JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1220	<	JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1221	<	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1222	<	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1219	>	JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1220	>	JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1221	>	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1222	>	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1223		}
1224
1225		TH1F *lm4RcorrJZBeemm;
1226	<	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&&largerzero,is_data, luminosity,allsamples.FindSample("LM"));
1226	>	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"));
1227
1228		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
1229
#	Line 1051 | Line 1345 | void do_prediction_plot(string jzb, TCan
1345		legBpred->AddEntry(Bpred,"predicted","l");
1346		//    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1347		//    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1348	<	legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1348	>	legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
1349		legBpred->Draw();
1350		DrawPrelim();
1351
#	Line 1090 | Line 1384 | void do_prediction_plot(string jzb, TCan
1384		speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
1385		speciallegBpred->AddEntry(Bpred,"Total background","l");
1386		speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
1387	<	speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1387	>	if(PlottingSetup::RestrictToMassPeak) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1388	>	else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
1389		//    speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
1390		speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1391		speciallegBpred->Draw();
1392		save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
1393
1394		TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1395	<	THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1395	>	specialcanv->SetLogy(1);
1396	>	//    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1397		blankback->Draw();
1398	<	kostack.Draw("same");
1398	>	//    kostack.Draw("same");
1399	>	predcomposition.Draw();
1400		Bpred->Draw("hist,same");
1401	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1401	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1402		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1403		legBpred->Draw();
1404		DrawPrelim();
1405		CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
1406		Bpred->SetLineWidth((int)CurrentBpredLineWidth);
1407
1408	+
1409	+	//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;
1410	+
1411		delete speciallegBpred;
1412		delete Zjetspred;
1413		delete TTbarpred;
#	Line 1172 | Line 1472 | void do_prediction_plot(string jzb, TCan
1472		string ytitle("ratio");
1473		if ( use_data==1 ) ytitle = "data/pred";
1474		//save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1475	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,true,ytitle,BpredSys);//not extending the y range anymore up to 4
1475	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
1476
1477
1478		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
#	Line 1238 | Line 1538 | void do_prediction_plot(string jzb, TCan
1538		}
1539		}
1540
1541	+	TFile *f = new TFile("tester.root","RECREATE");
1542	+	RcorrJZBeemm->Write();
1543	+	Bpred->Write();
1544	+	f->Close();
1545	+
1546		delete RcorrJZBeemm;
1547		delete LcorrJZBeemm;
1548		delete RcorrJZBem;
#	Line 1250 | Line 1555 | void do_prediction_plot(string jzb, TCan
1555
1556		delete blankback;
1557
1558	+	delete BpredSys;
1559		if(PlottingSetup::RestrictToMassPeak) {
1560		delete RcorrJZBSBem;
1561		delete LcorrJZBSBem;
#	Line 1267 | Line 1573 | void do_prediction_plot(string jzb, TCan
1573
1574		void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
1575		TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
1576	<	do_prediction_plot(datajzb,globalcanvas,DataSigma,jzbHigh ,data,overlay_signal);
1576	>	do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
1577		if ( !PlottingSetup::Approved ) {
1578	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mc,overlay_signal);
1579	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mcwithsignal,overlay_signal);
1578	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
1579	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
1580		} else {
1581		write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
1582		}
#	Line 1610 | Line 1916 | void draw_pure_jzb_histo(TCut cut,string
1916		datahisto->Draw("same,e1");
1917
1918		TLegend *leg;
1919	<	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1920	<	else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1921	<	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1922	<	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1923	<	else {
1924	<	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1925	<	exit(-1);
1926	<	}
1919	>	if (!PlottingSetup::RestrictToMassPeak) {
1920	>	if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
1921	>	else leg = allsamples.allbglegend("Same flavor",datahisto);
1922	>	} else {
1923	>	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1924	>	else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1925	>	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1926	>	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1927	>	else {
1928	>	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1929	>	exit(-1);
1930	>	}
1931	>	}
1932		leg->Draw();
1933		string write_cut = decipher_cut(cut,"");
1934		TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
#	Line 1705 | Line 2016 | void diboson_plots(string mcjzb, string
2016		dout << "Going to produce JZB plots" << endl;
2017		produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
2018		TCanvas *gloca = new TCanvas("gloca","gloca");
1708	–	float sigma=123456;
2019
2020		dout << "Going to produce prediction plots" << endl;
2021	<	do_prediction_plot(mcjzb, gloca, sigma, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
2022	<	do_prediction_plot(mcjzb, gloca, sigma, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
2021	>	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
2022	>	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
2023		delete gloca;
2024
2025		dout << "Going to reset the cross section for diboson samples ... " << endl;
#	Line 1723 | Line 2033 | void diboson_plots(string mcjzb, string
2033		}
2034
2035		}
2036	+
2037	+
2038	+	void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
2039	+	TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
2040	+	jzbpad->cd();
2041	+	jzbpad->SetLogy(1);
2042	+	string xlabel="JZB [GeV]";
2043	+
2044	+	TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
2045	+	datahisto1->SetLineColor(kRed);
2046	+	datahisto1->SetMarkerColor(kRed);
2047	+	TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
2048	+	datahisto2->SetLineColor(kBlue);
2049	+	datahisto2->SetMarkerColor(kBlue);
2050	+
2051	+	datahisto2->SetMarkerSize(DataMarkerSize);
2052	+	datahisto1->DrawNormalized("e1");
2053	+	datahisto2->DrawNormalized("histo,same");
2054	+	datahisto1->DrawNormalized("same,e1");
2055	+
2056	+	TLegend *leg = make_legend();
2057	+	leg->AddEntry(datahisto1,legentry1.c_str());
2058	+	leg->AddEntry(datahisto2,legentry2.c_str());
2059	+	leg->Draw();
2060	+
2061	+	save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
2062	+
2063	+	datahisto1->Delete();
2064	+	datahisto2->Delete();
2065	+	}
2066	+
2067	+
2068		void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2069		TCanvas *can = new TCanvas("can","JZB Plots Canvas");
2070		float max=jzbHigh ;
#	Line 1746 | Line 2088 | void jzb_plots(string mcjzb, string data
2088		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2089		if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2090		if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2091	+	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);
2092	+	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);
2093	+	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);
2094	+
2095		}
2096
2097		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
#	Line 2092 | Line 2438 | void draw_ttbar_and_zjets_shape(string m
2438		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
2439		}
2440
2441	<	float find_one_correction_factor(string FindKeyword, TCut SpecialCut, string SaveAs) {
2441	>	float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
2442		TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2443		cancorr->SetLogz();
2444		cancorr->SetRightMargin(0.13);
2445	<	TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)"&&SpecialCut);
2445	>	TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
2446	>
2447		if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2448		TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2449	+	niceresponseplotd->Sumw2();
2450	+	TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
2451		vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2452	<	for(int iSample=0;iSample<SampleIndices.size();iSample++) {
2453	<	dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << endl;
2454	<	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",zptforresponsepresentation*cutWeight);
2452	>	for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2453	>	if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2454	>	if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2455	>
2456	>	dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2457	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
2458	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
2459		}
2460	<
2460	>	niceresponseplotd->Add(emuResponse,-1);
2461	>
2462		niceresponseplotd->SetStats(0);
2463		niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2464		niceresponseplotd->GetYaxis()->SetTitle("Response");
#	Line 2112 | Line 2466 | float find_one_correction_factor(string
2466		niceresponseplotd->GetYaxis()->CenterTitle();
2467		niceresponseplotd->Draw("COLZ");
2468		TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2469	+	profd->Rebin(2);
2470		profd->SetMarkerSize(DataMarkerSize);
2471		profd->Fit("pol0","","same,e1",100,400);
2472		DrawPrelim();
#	Line 2131 | Line 2486 | float find_one_correction_factor(string
2486		CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2487		delete cancorr;
2488		delete niceresponseplotd;
2489	+	delete profd;
2490		return correction;
2491		}
2492
2493		void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2494
2495	+	dout << "Computing response corrections: " << endl;
2496		//Step 1 : Get results
2497	<	float datacorrection=find_one_correction_factor("Data","","Data");
2498	<	float mccorrection=find_one_correction_factor("DY","","MC");
2497	>	float datacorrection=find_one_correction_factor("Data",true,"","Data");
2498	>	float mccorrection=find_one_correction_factor("DY",false,"","MC");
2499
2500	<	float dataEEcorrection=find_one_correction_factor("Data","id1==0","Data_ee");
2501	<	float mcEEcorrection=find_one_correction_factor("DY","id1==0","MC_ee");
2500	>	float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
2501	>	float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
2502
2503	<	float dataMMcorrection=find_one_correction_factor("Data","id1==1","Data_mm");
2504	<	float mcMMcorrection=find_one_correction_factor("DY","id1==1","MC_mm");
2503	>	float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
2504	>	float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
2505
2506		cout << "Corrections : " << endl;
2507		cout << "   Data : " << datacorrection << endl;
#	Line 2152 | Line 2509 | void find_correction_factors(string &jzb
2509		cout << "   MC : " << mccorrection << endl;
2510		cout << "     ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
2511
2155	–	cout << "        result from new one for data: " << 0.937097 << endl;
2156	–	cout << "        result from old one for data: " << 0.937097 << endl;
2157	–	cout << "        result from new one for MC: " << 0.96848 << endl;
2158	–	cout << "        result from old one for MC: " << 0.963502 << endl;
2159	–
2160	–
2512		//Step 2: Processing the result and making it into something useful :-)
2513		stringstream jzbvardatas;
2514		jzbvardatas << "(";
#	Line 2170 | Line 2521 | void find_correction_factors(string &jzb
2521
2522		float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
2523
2524	<	if(averagecorrection>1) jzbvardatas<<"+((id1!=id2)*(jzb[1]-" << averagecorrection-1 << "*pt))";
2525	<	if(averagecorrection<1) jzbvardatas<<"+((id1!=id2)*(jzb[1]-" << 1-averagecorrection << "*pt))";
2524	>	if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)*(jzb[1]-" << datacorrection-1 << "*pt))";
2525	>	if(datacorrection<1) jzbvardatas<<"+((id1!=id2)*(jzb[1]+" << 1-datacorrection << "*pt))";
2526
2527		jzbvardatas << ")";
2528		jzbvardata=jzbvardatas.str();
#	Line 2187 | Line 2538 | void find_correction_factors(string &jzb
2538
2539		float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
2540
2541	<	if(averagemccorrection>1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]-" << averagemccorrection-1 << "*pt))";
2542	<	if(averagemccorrection<1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]-" << 1-averagemccorrection << "*pt))";
2541	>	if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]-" << mccorrection-1 << "*pt))";
2542	>	if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]+" << 1-mccorrection << "*pt))";
2543
2544		jzbvarmcs << ")";
2545		jzbvarmc=jzbvarmcs.str();
#	Line 2290 | Line 2641 | void ttbar_sidebands_comparison(string m
2641		//in the case of the on peak analysis, we compare the 3 control regions to the real value
2642		//in the case of the OFF peak analysis, we compare our control region to the real value
2643		TCut weightbackup=cutWeight;
2293	–	//  cutWeight="1.0";
2294	–	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2644
2645	+	bool doPURW=false;
2646	+
2647	+
2648	+	if(!doPURW) {
2649	+	dout << "Not doing PU reweighting for ttbar closure test" << endl;
2650	+	cutWeight="1.0";
2651	+	// Do it without PU re-weighting
2652	+	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2653	+	stringstream resultsNoPU;
2654	+	stringstream noPUdatajzb;
2655	+	stringstream noPUmcjzb;
2656	+
2657	+	stringstream mcjzbnoPU;
2658	+	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2659	+	mcjzb = noPUmcjzb.str();
2660	+	}
2661
2662	<	TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2662	>
2663	>	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2664	>
2665	>	TH1F *TZem  = systsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2666		TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2667		TH1F *TSem;
2668		TH1F *nTSem;
2669	<	TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2669	>	TH1F *TZeemm  = systsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2670		TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2671		TH1F *TSeemm;
2672		TH1F *nTSeemm;
2673
2674		if(PlottingSetup::RestrictToMassPeak) {
2675	<	TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2676	<	nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2677	<	TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2675	>	TSem    = systsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2676	>	nTSem   = systsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2677	>	TSeemm  = systsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2678		nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2679		}
2680
2681		TCanvas *tcan = new TCanvas("tcan","tcan");
2314	–
2682		tcan->SetLogy(1);
2683
2684		TZeemm->SetLineColor(kBlack);
#	Line 2330 | Line 2697 | void ttbar_sidebands_comparison(string m
2697		}
2698
2699		vector<TH1F*> histos;
2700	+	TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2701	+	TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2702		histos.push_back(TZem);
2703		histos.push_back(TZeemm);
2704		if(PlottingSetup::RestrictToMassPeak) {
2705	+	TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2706	+	TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2707		histos.push_back(TSem);
2708		histos.push_back(TSeemm);
2709		}
2710	<	draw_all_ttbar_histos(tcan,histos,"histo",0.04);
2710	>	draw_all_ttbar_histos(tcan,histos,"histo",1);
2711
2712		TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
2713		leg->AddEntry(TZeemm,"SFZP","l");
#	Line 2364 | Line 2735 | void ttbar_sidebands_comparison(string m
2735		TSeemm->Divide(TZeemm);
2736		TSem->SetMarkerStyle(24);
2737		TSeemm->SetMarkerStyle(32);
2738	<	}
2738	>	}
2739
2740		tcan->SetLogy(0);
2741		TZem->GetYaxis()->SetRangeUser(0,2.5);
#	Line 2375 | Line 2746 | void ttbar_sidebands_comparison(string m
2746		TSeemm->Draw("same");
2747		}
2748
2749	<	float linepos=0.25;
2750	<	if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
2751	<	if(!PlottingSetup::RestrictToMassPeak) linepos=0.1; //sys uncertainty for iJZB
2749	>	float linepos=emuncertONPEAK;
2750	>	if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
2751	>
2752		TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
2753		TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2754		TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
#	Line 2413 | Line 2784 | void ttbar_sidebands_comparison(string m
2784		DrawMCPrelim(simulatedlumi);
2785		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
2786
2787	+	if (0) { // Turn this off: we don't need this
2788
2789	<	///-------------- second part: only look at the quantity we actually care about!
2790	<	TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2791	<	TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2792	<	rightsfzp->Add(leftsfzp,-1);
2793	<	TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2794	<	TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2795	<	rightofzp->Add(leftofzp,-1);
2796	<	TH1F *leftofsb;
2797	<	TH1F *rightofsb;
2798	<	TH1F *leftsfsb;
2799	<	TH1F *rightsfsb;
2800	<	if(PlottingSetup::RestrictToMassPeak) {
2801	<	leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2802	<	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2803	<	rightofsb->Add(leftofsb,-1);
2804	<	leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2805	<	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2806	<	rightsfsb->Add(leftsfsb,-1);
2807	<	}
2789	>	///-------------- second part: only look at the quantity we actually care about!
2790	>	TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2791	>	TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2792	>	rightsfzp->Add(leftsfzp,-1);
2793	>	TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2794	>	TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2795	>	rightofzp->Add(leftofzp,-1);
2796	>	TH1F *leftofsb;
2797	>	TH1F *rightofsb;
2798	>	TH1F *leftsfsb;
2799	>	TH1F *rightsfsb;
2800	>	if(PlottingSetup::RestrictToMassPeak) {
2801	>	leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2802	>	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2803	>	rightofsb->Add(leftofsb,-1);
2804	>	leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2805	>	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2806	>	rightsfsb->Add(leftsfsb,-1);
2807	>	}
2808
2809	<	tcan->SetLogy(1);
2810	<	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2811	<	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2812	<	rightsfzp->Draw("histo");
2813	<	rightofzp->Draw("histo,same");
2814	<	if(PlottingSetup::RestrictToMassPeak) {
2815	<	rightofsb->Draw("histo,same");
2816	<	rightsfsb->Draw("histo,same");
2817	<	}
2818	<	DrawMCPrelim(simulatedlumi);
2809	>	tcan->SetLogy(1);
2810	>	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2811	>	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2812	>	rightsfzp->Draw("histo");
2813	>	rightofzp->Draw("histo,same");
2814	>	if(PlottingSetup::RestrictToMassPeak) {
2815	>	rightofsb->Draw("histo,same");
2816	>	rightsfsb->Draw("histo,same");
2817	>	}
2818	>	DrawMCPrelim(simulatedlumi);
2819
2820	<	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2821	<	legA->AddEntry(rightsfzp,"SFZP","l");
2822	<	legA->AddEntry(rightofzp,"OFZP","l");
2823	<	if(PlottingSetup::RestrictToMassPeak) {
2824	<	legA->AddEntry(rightofsb,"SFSB","l");
2825	<	legA->AddEntry(rightsfsb,"OFSB","l");
2826	<	}
2827	<	legA->Draw();
2820	>	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2821	>	legA->AddEntry(rightsfzp,"SFZP","l");
2822	>	legA->AddEntry(rightofzp,"OFZP","l");
2823	>	if(PlottingSetup::RestrictToMassPeak) {
2824	>	legA->AddEntry(rightofsb,"SFSB","l");
2825	>	legA->AddEntry(rightsfsb,"OFSB","l");
2826	>	}
2827	>	legA->Draw();
2828
2829	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2829	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2830
2831	<	tcan->SetLogy(0);
2832	<	rightofzp->Divide(rightsfzp);
2833	<	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2834	<	rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
2835	<	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2836	<	rightofzp->Draw();
2837	<	if(PlottingSetup::RestrictToMassPeak) {
2838	<	rightofsb->Divide(rightsfzp);
2839	<	rightsfsb->Divide(rightsfzp);
2840	<	rightofsb->Draw("same");
2841	<	rightsfsb->Draw("same");
2842	<	}
2831	>	tcan->SetLogy(0);
2832	>	rightofzp->Divide(rightsfzp);
2833	>	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2834	>	rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2835	>	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2836	>	rightofzp->Draw();
2837	>	if(PlottingSetup::RestrictToMassPeak) {
2838	>	rightofsb->Divide(rightsfzp);
2839	>	rightsfsb->Divide(rightsfzp);
2840	>	rightofsb->Draw("same");
2841	>	rightsfsb->Draw("same");
2842	>	}
2843
2844	<	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2845	<	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2846	<	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2847	<
2848	<	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2849	<	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2850	<	center2->SetLineColor(kBlue);
2851	<
2852	<	top2->Draw("same");
2853	<	center2->Draw("same");
2854	<	bottom2->Draw("same");
2844	>	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2845	>	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2846	>	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2847	>
2848	>	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2849	>	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2850	>	center2->SetLineColor(kBlue);
2851	>
2852	>	top2->Draw("same");
2853	>	center2->Draw("same");
2854	>	bottom2->Draw("same");
2855
2856	<	rightofzp->SetMarkerStyle(21);
2857	<	if(PlottingSetup::RestrictToMassPeak) {
2858	<	rightofsb->SetMarkerStyle(24);
2859	<	rightsfsb->SetMarkerStyle(32);
2860	<	}
2856	>	rightofzp->SetMarkerStyle(21);
2857	>	if(PlottingSetup::RestrictToMassPeak) {
2858	>	rightofsb->SetMarkerStyle(24);
2859	>	rightsfsb->SetMarkerStyle(32);
2860	>	}
2861
2862	<	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2863	<	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2864	<	if(PlottingSetup::RestrictToMassPeak) {
2865	<	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2866	<	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2867	<	}
2868	<	leg3->AddEntry(bottom,"syst. envelope","l");
2869	<	leg3->SetX1(0.25);leg3->SetX2(0.6);
2870	<	leg3->SetY1(0.65);
2862	>	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2863	>	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2864	>	if(PlottingSetup::RestrictToMassPeak) {
2865	>	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2866	>	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2867	>	}
2868	>	leg3->AddEntry(bottom,"syst. envelope","l");
2869	>	leg3->SetX1(0.25);leg3->SetX2(0.6);
2870	>	leg3->SetY1(0.65);
2871
2872	<	leg3->Draw("same");
2872	>	leg3->Draw("same");
2873
2874	<	DrawMCPrelim(simulatedlumi);
2875	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2874	>	DrawMCPrelim(simulatedlumi);
2875	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2876	>
2877	>	}
2878
2879		delete TZem;
2880		delete nTZem;
#	Line 2519 | Line 2893 | void ttbar_sidebands_comparison(string m
2893
2894		void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
2895		vector<float> nicer_binning;
2896	<	nicer_binning.push_back(-125);
2896	>
2897	>	/*  nicer_binning.push_back(-400);
2898	>	nicer_binning.push_back(-250);
2899	>	nicer_binning.push_back(-200);
2900	>	nicer_binning.push_back(-150);
2901	>	nicer_binning.push_back(-100);
2902	>	nicer_binning.push_back(-50);
2903	>	nicer_binning.push_back(-20);
2904	>
2905	>	nicer_binning.push_back(0);
2906	>	nicer_binning.push_back(20);
2907	>	nicer_binning.push_back(50);
2908	>	nicer_binning.push_back(100);
2909	>	nicer_binning.push_back(150);
2910	>	nicer_binning.push_back(200);
2911	>	nicer_binning.push_back(250);
2912	>	nicer_binning.push_back(400);*/
2913	>
2914		nicer_binning.push_back(-100);
2524	–	nicer_binning.push_back(-75);
2915		nicer_binning.push_back(-50);
2916		nicer_binning.push_back(-25);
2917		nicer_binning.push_back(0);
#	Line 2531 | Line 2921 | void ttbar_sidebands_comparison(string m
2921		nicer_binning.push_back(100);
2922		nicer_binning.push_back(125);
2923		nicer_binning.push_back(150);
2924	<	nicer_binning.push_back(175);
2924	>	//nicer_binning.push_back(175);
2925		nicer_binning.push_back(200);
2926	<	nicer_binning.push_back(230);
2927	<	nicer_binning.push_back(280);
2926	>	nicer_binning.push_back(250);
2927	>	nicer_binning.push_back(300);
2928		nicer_binning.push_back(400);
2929	+
2930		ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
2931		}
2932
2933
2934	<	void zjets_prediction_comparison(string mcjzbWithPU) {
2934	>	void zjets_prediction_comparison(string mcjzbWithPUa) {
2935		TCanvas *zcan = new TCanvas("zcan","zcan");
2936	<	zcan->SetLogy(1);
2936	>	//  zcan->SetLogy(1);
2937		TCut weightbackup=cutWeight;
2938	+
2939	+	bool UsePURW=false;
2940	+
2941	+
2942	+	string mcjzb;
2943	+	if(UsePURW) {
2944	+	mcjzb=mcjzbWithPUa;
2945	+	} else {
2946	+	// Do it without PU re-weighting
2947	+	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2948	+	stringstream resultsNoPU;
2949	+	stringstream noPUdatajzb;
2950	+	stringstream noPUmcjzb;
2951	+
2952	+	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
2953	+	dout << "The peak corrected JZB expression for MC without pileup is : " <<  noPUmcjzb.str() << endl;
2954	+
2955	+	mcjzb = noPUmcjzb.str();
2956	+
2957	+	cutWeight="1.0";
2958	+	}
2959
2548	–	/*
2549	–	// Do it without PU re-weighting
2550	–	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2551	–	stringstream resultsNoPU;
2552	–
2553	–	stringstream mcjzbnoPU;
2554	–	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,true);
2555	–	if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
2556	–	else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
2557	–
2558	–	string mcjzb = mcjzbnoPU.str();
2559	–	dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzb << endl;
2560	–
2561	–	cutWeight="1.0";
2562	–	*/
2563	–	string mcjzb = mcjzbWithPU; // this is with PURW, if you want without it you have to uncomment the part above (and comment out this line)
2960
2961		vector<float> binning;
2962		binning.push_back(0);
2963	+	binning.push_back(10);
2964		binning.push_back(20);
2965		binning.push_back(40);
2966		binning.push_back(60);
2967	<	binning.push_back(80);
2967	>	//   binning.push_back(50);
2968	>	//   binning.push_back(60);
2969	>	//   binning.push_back(70);
2970	>	//   binning.push_back(80);
2971	>	//   binning.push_back(90);
2972		binning.push_back(100);
2973	<	//  float sbg_min=0.;
2573	<	//  float sbg_max=100.;
2574	<	//  int sbg_nbins=5;
2973	>
2974		float simulatedlumi = luminosity;//in pb please - adjust to your likings
2975
2976		TCut kPos((mcjzb+">0").c_str());
2977		TCut kNeg((mcjzb+"<0").c_str());
2978		string var( "abs("+mcjzb+")" );
2979	+
2980	+	TCut notTau("abs(genMID1)!=15");
2981	+	TCut ONLYTau("mll>20");
2982	+
2983
2984	<	TCut kcut(cutmass&&cutOSSF&&cutnJets);
2985	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2986	<	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2984	>	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2985	>	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2986	>
2987		hJZBpos->SetLineColor(kBlack);
2988		hJZBneg->SetLineColor(kRed);
2989
#	Line 2589 | Line 2992 | void zjets_prediction_comparison(string
2992		hJZBneg->Draw("same,hist");
2993		hJZBpos->Draw("same,e1"); // So it's on top...
2994
2995	<	TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
2995	>	TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
2996		leg->AddEntry(hJZBpos,"Observed","pe");
2997		leg->AddEntry(hJZBneg,"Predicted","l");
2998		leg->Draw("same");
2999		DrawMCPrelim(simulatedlumi);
3000	<	CompleteSave(zcan,"Systematics/zjets_prediction");
3000	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
3001
3002		TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
3003		hratio->Divide(hJZBneg);
3004
3005	+	for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
3006	+	cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
3007	+	}
3008	+
3009		zcan->SetLogy(0);
3010	<	hratio->GetYaxis()->SetRangeUser(0,2.5);
3010	>	hratio->GetYaxis()->SetRangeUser(0,2.0);
3011		hratio->GetYaxis()->SetTitle("Observed/Predicted");
3012		hratio->Draw("e1");
3013
#	Line 2617 | Line 3024 | void zjets_prediction_comparison(string
3024		center->Draw("same");
3025		bottom->Draw("same");
3026
3027	<	TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
3027	>	TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3028		leg2->AddEntry(hratio,"obs / pred","pe");
3029		leg2->AddEntry(bottom,"syst. envelope","l");
3030		leg2->Draw("same");
3031		DrawMCPrelim(simulatedlumi);
3032	<	CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
3032	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
3033	>
3034	>	TCut reducedNJets(cutnJets);
3035	>
3036	>	TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3037	>	TH1F *LcorrJZBeemm     = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3038	>	TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3039	>	TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3040	>
3041	>	TH1F *RcorrJZBSBem;
3042	>	TH1F *LcorrJZBSBem;
3043	>	TH1F *RcorrJZBSBeemm;
3044	>	TH1F *LcorrJZBSBeemm;
3045	>
3046	>	if(PlottingSetup::RestrictToMassPeak) {
3047	>	RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3048	>	LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3049	>	RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3050	>	LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3051	>	}
3052	>
3053	>	TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3054	>	if(PlottingSetup::RestrictToMassPeak) {
3055	>	Bpred->Add(RcorrJZBem,1.0/3.);
3056	>	Bpred->Add(LcorrJZBem,-1.0/3.);
3057	>	Bpred->Add(RcorrJZBSBem,1.0/3.);
3058	>	Bpred->Add(LcorrJZBSBem,-1.0/3.);
3059	>	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3060	>	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3061	>	} else {
3062	>	Bpred->Add(RcorrJZBem,1.0);
3063	>	Bpred->Add(LcorrJZBem,-1.0);
3064	>	}
3065	>
3066	>	Bpred->SetLineColor(kRed);
3067	>
3068	>	TAUhJZBpos->SetLineColor(kBlack);
3069	>	Bpred->SetLineColor(kRed);
3070	>
3071	>	TAUhJZBpos->SetMinimum(1.0);
3072	>	TAUhJZBpos->Draw("e1");
3073	>	Bpred->Draw("same,hist");
3074	>	TAUhJZBpos->Draw("same,e1");
3075	>
3076	>	TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
3077	>	TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
3078	>	TAUleg->AddEntry(Bpred,"Predicted","l");
3079	>	TAUleg->Draw("same");
3080	>	DrawMCPrelim(simulatedlumi);
3081	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
3082	>
3083	>	TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
3084	>	TAUhratio->Divide(Bpred);
3085	>
3086	>	for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
3087	>	cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << "   vs    predicted : " << Bpred->GetBinContent(i) << "   (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
3088	>	}
3089	>
3090	>	zcan->SetLogy(0);
3091	>	TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
3092	>	TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
3093	>	TAUhratio->Draw("e1");
3094	>
3095	>	top->Draw("same");
3096	>	center->Draw("same");
3097	>	bottom->Draw("same");
3098	>
3099	>	TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow #tau#tau",0.25,0.75,false);
3100	>	TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
3101	>	TAUleg2->AddEntry(bottom,"syst. envelope","l");
3102	>	TAUleg2->Draw("same");
3103	>	DrawMCPrelim(simulatedlumi);
3104	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
3105	>
3106	>	delete Bpred;
3107	>	delete TAUhJZBpos;
3108	>	delete LcorrJZBeemm;
3109	>	delete RcorrJZBem;
3110	>	delete LcorrJZBem;
3111	>
3112	>	if(PlottingSetup::RestrictToMassPeak) {
3113	>	delete RcorrJZBSBem;
3114	>	delete LcorrJZBSBem;
3115	>	delete RcorrJZBSBeemm;
3116	>	delete LcorrJZBSBeemm;
3117	>	}
3118	>
3119
3120		delete zcan;
3121		cutWeight=weightbackup;
#	Line 3135 | Line 3628 | void do_mlls_plot(string mcjzb) {
3628		}
3629		}
3630
3631	<	void met_vs_jzb_plots() {
3631	>	void met_vs_jzb_plots(string datajzb, string mcjzb) {
3632
3633		TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
3634		canmetjzb->SetRightMargin(0.16);
#	Line 3144 | Line 3637 | void met_vs_jzb_plots() {
3637		findme.push_back("DY");
3638		findme.push_back("TTJets");
3639		findme.push_back("LM");
3640	<
3640	>	/*
3641		for(int ifind=0;ifind<(int)findme.size();ifind++) {
3642		vector<int> selsamples = allsamples.FindSample(findme[ifind]);
3643		TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
3644		for(int isel=0;isel<(int)selsamples.size();isel++) {
3645	<	cout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3646	<	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF);
3645	>	dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3646	>	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
3647		}
3648		metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
3649		metvsjzb->SetStats(0);
#	Line 3164 | Line 3657 | void met_vs_jzb_plots() {
3657		title->Draw();
3658		CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
3659		}
3660	+	*/
3661	+
3662	+	dout << "About to produce MET plot for DY split up by JZB" << endl;
3663	+
3664	+	int nbins=14;
3665	+	float low=0;
3666	+	float high=140;
3667	+
3668	+	stringstream sLEFT;
3669	+	sLEFT << "((" << mcjzb << ")<0)";
3670	+	TCut LEFT(sLEFT.str().c_str());
3671	+	stringstream sRIGHT;
3672	+	sRIGHT << "((" << mcjzb << ")>0)";
3673	+	TCut RIGHT(sRIGHT.str().c_str());
3674	+
3675	+	TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3676	+	TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3677	+	TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3678	+	TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3679	+
3680	+
3681	+	TH1F *Bpred =  (TH1F*)metleft->Clone("Bpred");
3682	+	Bpred->Add(metleftO,-1);
3683	+	Bpred->Add(metrightO);
3684	+	TH1F *obs = (TH1F*)metright->Clone("obs");
3685	+
3686	+	metleft->Add(metleftO,-1);
3687	+	metright->Add(metrightO,-1);
3688	+
3689	+	metleft->SetLineColor(kRed);
3690	+	metright->SetLineColor(kBlack);
3691	+	TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
3692	+	metpad->cd();
3693	+	metpad->SetLogy(1);
3694	+	metleft->Draw("histo");
3695	+	metright->Draw("same");
3696	+	TLegend *lg = make_legend();
3697	+	lg->SetX1(0.5);
3698	+	lg->SetY1(0.7);
3699	+	lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
3700	+	lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
3701	+	lg->SetHeader("DY");
3702	+
3703	+	lg->Draw();
3704	+	save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
3705	+
3706	+	TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
3707	+	metpad3->cd();
3708	+	metpad3->SetLogy(1);
3709	+	Bpred->SetLineColor(kRed);
3710	+	Bpred->Draw("histo");
3711	+	obs->SetLineColor(kBlack);
3712	+	obs->Draw("same");
3713	+	TLegend *lg2 = make_legend();
3714	+	lg2->SetX1(0.5);
3715	+	lg2->SetY1(0.7);
3716	+	lg2->AddEntry(obs,"observed","P");
3717	+	lg2->AddEntry(Bpred,"predicted","L");
3718	+	lg2->SetHeader("DY");
3719	+
3720	+	lg2->Draw();
3721	+
3722	+	save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
3723	+
3724	+	TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
3725	+	metpad2->cd();
3726	+	metpad2->SetLogy(1);
3727	+
3728	+	TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3729	+	TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3730	+	TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3731	+	TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3732	+
3733	+	metlefta->Add(metleftOa,-1);
3734	+	metrighta->Add(metrightOa,-1);
3735	+
3736	+	metlefta->SetLineColor(kRed);
3737	+	metpad2->cd();
3738	+	metlefta->Draw("histo");
3739	+	metrighta->Draw("same");
3740	+	lg->Draw();
3741	+	save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
3742	+
3743	+	delete Bpred;
3744	+	delete obs;
3745	+
3746	+	float newhigh=300;
3747	+	int newNBins=30;
3748	+
3749	+	TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
3750	+	TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
3751	+	TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
3752	+	TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
3753	+	TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
3754	+
3755	+	TH1F *aBpred = (TH1F*)Ametleft->Clone("aBpred");
3756	+	aBpred->Add(AmetleftO,-1);
3757	+	aBpred->Add(AmetrightO);
3758	+	aBpred->SetLineColor(kRed);
3759	+
3760	+	TH1F *aobs = (TH1F*)Ametright->Clone("aobs");
3761	+	metpad4->cd();
3762	+	metpad4->SetLogy(1);
3763	+	aobs->Draw();
3764	+	aBpred->Draw("histo,same");
3765	+	aobs->Draw("same");
3766	+	lg->SetHeader("All MC");
3767	+	lg->Draw();
3768	+	save_with_ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
3769	+
3770	+
3771	+	delete lg;
3772	+	delete canmetjzb;
3773	+	delete metleft;
3774	+	delete metleftO;
3775	+	delete metright;
3776	+	delete metrightO;
3777		}
3778
3779
#	Line 3171 | Line 3781 | void test() {
3781
3782		TCanvas *testcanv = new TCanvas("testcanv","testcanv");
3783		testcanv->cd();
3784	<	switch_overunderflow(true);
3784	>	//  switch_overunderflow(true);
3785		TH1F *ptdistr   = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
3786		switch_overunderflow(false);
3787		ptdistr->Draw();

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