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

Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.2 by buchmann, Thu Feb 9 16:02:21 2012 UTC vs.
Revision 1.31 by buchmann, Wed Jun 27 14:39:51 2012 UTC

#	Line 23 \| Line 23 \| using namespace PlottingSetup;
23		void todo() {
24		dout << "My to do list: " << endl;
25		dout << " - ExperimentalModule::Poisson_ratio_plot : Get the second part to work!" << endl;
26	+	dout << " - compare_onpeak_offpeak_signal_distributions: Implement this function ... " << endl;
27		dout << "Info : The trigger requirement is currently set to " << (const char*) passtrig << endl;
28	+	dout << "Info : The pt requirement is currently set to " << (const char*) passtrig << endl;
29	+	dout << "Info : The mll requirement is currently set to " << (const char*) cutmass << endl;
30	+	dout << "Info : The lepton requirement is currently set to " << (const char*) leptoncut << endl;
31	+	dout << "Info : The weight applied to all MC is " << (const char*) cutWeight << endl;
32		}
33
34	<	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &DataSigma, stringstream &result, bool doPUreweighting = true )
34	>
35	>
36	>	void find_one_peak_combination(TCut specialcut, float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &DataSigma, stringstream &result, bool doPUreweighting = true, string saveas="")
37		{
38		// Temporarily switch off PU reweighting, if asked
39		TCut weightbackup=cutWeight;
40		if ( !doPUreweighting ) cutWeight="1.0";
41	<
41	>
42	>	int nbins=100;
43	>	if(PlottingSetup::DoBTag) nbins=25;
44	>
45		TCanvas *tempcan = new TCanvas("tempcan","Temporary canvas for peak finding preparations");
46	<	TH1F *rawJZBeemmMC = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,mc, luminosity);
47	<	TH1F *rawJZBeemmData = allsamples.Draw("rawJZBeemmData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
48	<	TH1F *rawJZBemMC = allsamples.Draw("rawJZBemMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,mc, luminosity);
49	<	TH1F *rawJZBemData = allsamples.Draw("rawJZBemData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
46	>	TH1F *rawJZBeemmMC = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&specialcut,mc, luminosity);
47	>	TH1F *rawJZBeemmData = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&specialcut,data, luminosity);
48	>	TH1F *rawJZBemMC = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&specialcut,mc, luminosity);
49	>	TH1F *rawJZBemData = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&specialcut,data, luminosity);
50		TH1F *rawttbarjzbeemmMC;
51
52		if(method==doKM) {
53		//we only need this histo for the KM fitting...
54	<	rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,100, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("TTJet"));
55	<	MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
56	<	DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
54	>	rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
55	>	MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method,saveas);
56	>	DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method,saveas);
57	>	delete rawttbarjzbeemmMC;
58		}
59		else {
60		TH1F reducedMC = (TH1F)rawJZBeemmMC->Clone();
#	Line 51 \| Line 62 \| void find_peaks(float &MCPeak,float &MCP
62		reducedMC->Add(rawJZBemMC,-1);
63		reducedData->Add(rawJZBemData,-1);
64		//this is Kostas' way of doing it - we subtract em to get rid of some of the ttbar contribution (in reality, of flavor-symmetric contribution)
65	<	MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
66	<	DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
67	<
65	>	MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method,saveas);
66	>	DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method,saveas);
67	>	delete reducedMC;
68	>	delete reducedData;
69		}
70
71		// Revert to original PU reweighting
#	Line 61 \| Line 73 \| void find_peaks(float &MCPeak,float &MCP
73
74		// MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
75		// DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
76	<	dout << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
77	<	result << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
78	<	dout << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
79	<	result << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
76	>	dout << " We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (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;
80	>	delete rawJZBeemmData;
81	>	delete rawJZBeemmMC;
82	>	delete rawJZBemData;
83	>	delete rawJZBemMC;
84		delete tempcan;
85		}
86
87	+	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb)
88	+	{
89	+
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, dataSigma;
102	+
103	+	dout << "Finding global peak : " << endl;
104	+	find_one_peak_combination(TCut(""),mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma, dataSigma,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, dataSigma,result,doPUreweighting,"_ele");
109	+	dout << "Finding peak for muons : " << endl;
110	+	find_one_peak_combination(TCut("id1==1"),mcmmpeak,mcmmpeakerr, datammpeak,datammpeakerr,mcSigma, dataSigma,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 mcjzb, float jzbthreshold) {
155	+	float min=70.0;
156	+	float max=115.0;
157	+	if(!PlottingSetup::RestrictToMassPeak) {
158	+	min=10;
159	+	max=150;
160	+	}
161	+	int nbins=int((max-min)/5);
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());
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,data,luminosity);
174	+	THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets,mc,luminosity);
175	+	TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data,luminosity);
176	+	TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data,luminosity);
177	+	TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem", "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data,luminosity);
178	+
179	+	TH1F *RcorrJZBSBem;
180	+	TH1F *LcorrJZBSBem;
181	+	TH1F *RcorrJZBSBeemm;
182	+	TH1F *LcorrJZBSBeemm;
183	+
184	+	// TH1F *RcorrJZBeemmNoS;
185	+
186	+	if(PlottingSetup::RestrictToMassPeak) {
187	+	RcorrJZBSBem = allsamples.Draw("RcorrJZBSBem", "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,data, luminosity);
188	+	LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem", "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,data, luminosity);
189	+	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,data, luminosity);
190	+	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,data, luminosity);
191	+	}
192	+
193	+	TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
194	+	if(PlottingSetup::RestrictToMassPeak) {
195	+	Bpred->Add(RcorrJZBem,1.0/3.);
196	+	Bpred->Add(LcorrJZBem,-1.0/3.);
197	+	Bpred->Add(RcorrJZBSBem,1.0/3.);
198	+	Bpred->Add(LcorrJZBSBem,-1.0/3.);
199	+	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
200	+	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
201	+	} else {
202	+	Bpred->Add(RcorrJZBem,1.0);
203	+	Bpred->Add(LcorrJZBem,-1.0);
204	+	}
205	+
206	+	Bpred->SetLineColor(kRed);
207	+
208	+	RcorrJZBeemm->Draw();
209	+	mcRcorrJZBeemm.Draw("same");
210	+	Bpred->Draw("histo,same");
211	+	RcorrJZBeemm->Draw("same");
212	+
213	+	TLegend *leg = allsamples.allbglegend();
214	+	leg->SetX1(0.58);
215	+	leg->AddEntry(RcorrJZBeemm,"observed (data)","l");
216	+	leg->AddEntry(Bpred,"predicted (data)","l");
217	+	leg->Draw("same");
218	+
219	+	stringstream saveas;
220	+	saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
221	+	CompleteSave(ckin,saveas.str());
222	+
223	+	delete RcorrJZBeemm;
224	+	delete LcorrJZBeemm;
225	+	delete RcorrJZBem;
226	+	delete LcorrJZBem;
227	+	if(PlottingSetup::RestrictToMassPeak) {
228	+	delete RcorrJZBSBeemm;
229	+	delete LcorrJZBSBeemm;
230	+	delete RcorrJZBSBem;
231	+	delete LcorrJZBSBem;
232	+	}
233	+	delete Bpred;
234	+	delete ckin;
235	+	}
236	+
237		void make_special_mll_plot(int nbins, float min, float max, bool logscale,string xlabel) {
238
239		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
#	Line 102 \| Line 268 \| void make_special_mll_plot(int nbins, fl
268		TIter next(bgleg->GetListOfPrimitives());
269		TObject* obj;
270		// Copy the nice bkgd legend skipping the "data"
271	<	while ( obj = next() )
271	>	while ( (obj = next()) )
272		if ( strcmp(((TLegendEntry*)obj)->GetObject()->GetName(),"datahistoOSSF") )
273		kinleg->GetListOfPrimitives()->Add(obj);
274
#	Line 121 \| Line 287 \| *void draw_ratio_plot(TH1 hdata, THStack**
287		TIter next(hmc.GetHists());
288		TObject* obj;
289		TH1* hratio = NULL;
290	<	while ( obj = next() ) {
290	>	while ( (obj = next()) ) {
291		if ( !hratio ) {
292		hratio = (TH1*)obj->Clone();
293		hratio->SetName("hratio");
#	Line 182 \| Line 348 \| void make_kin_plot(string variable, stri
348		TCut cut;
349		cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
350		if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
351	+	if(filename=="nJets_osof") cut=cutmass&&cutOSOF&&ibasiccut;
352		if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
353		if(filename=="mll") {
354		cut=cutOSSF&&cutnJets&&ibasiccut;
#	Line 193 \| Line 360 \| void make_kin_plot(string variable, stri
360		draw_separation_lines=true;
361		}
362		if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
363	<	if(filename=="mll_aboveJZB100") cut=cutOSSF&&cutnJets&&ibasiccut;
363	>	if(Contains(filename,"mll_aboveJZB100")) cut=cutOSSF&&cutnJets&&ibasiccut;
364	>	if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
365		if(filename=="mll_inclusive"\|\|filename=="mll_inclusive_highrange") cut=cutOSSF;
366		if(filename=="mll_inclusive_osof") cut=cutOSOF;
367		if(filename=="mll_inclusive_ee") cut=cutOSSF&&"id1==0";
#	Line 208 \| Line 376 \| void make_kin_plot(string variable, stri
376		THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
377		if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
378		if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
379	<	if(filename=="mll_inclusive") datahisto->SetMinimum(1);
379	>	if(filename=="mll_inclusive"\|\|filename=="mll_inclusive_mm"\|\|filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
380		if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
381		if(filename=="mll_osof") datahisto->SetMinimum(9);
214	–
382		datahisto->SetMaximum(5.3*datahisto->GetMaximum());
383		datahisto->Draw("e1");
384		ckin->Update();
#	Line 291 \| Line 458 \| void make_kin_plot(string variable, stri
458		delete ckin;
459		}
460
294	–
461		void make_JES_plot() {
462
463		int nbins=10;
#	Line 343 \| Line 509 \| void do_kinematic_plots(string mcjzb, st
509		bool dolog=true;
510		bool nolog=false;
511		if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
512	<	float mll_low=40;
512	>	float mll_low=50;
513		float mll_hi=160;
514		if(!PlottingSetup::RestrictToMassPeak) {
515	<	mll_low=30;
516	<	mll_hi=180;
515	>	mll_low=20;
516	>	mll_hi=210;
517		}
518	+
519	+	make_kin_plot("met[4]","",40,0,200,dolog,"MET [GeV]","met",doPF,true);
520		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
521		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
522		make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
#	Line 356 \| Line 524 \| void do_kinematic_plots(string mcjzb, st
524		make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
525		make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
526		make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
527	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
527	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/2,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
528		make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
529	<	make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
530	<	make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
529	>	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
530	>	// make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
531	>	// make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
532		make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
533		make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
534		make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
535		make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
536		make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
537	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets",doPF);
538	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
537	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets",doPF);
538	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
539	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
540		if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
541		stringstream jzbcut;
542		jzbcut << "((is_data&&("<<datajzb<<")>100)\|\|(!is_data&&("<<mcjzb<<")>100))";
543		make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
544	+	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);
545	+	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
546	+	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);
547	+	stringstream jzbcut2;
548	+	jzbcut2 << "((is_data&&("<<datajzb<<")>150)\|\|(!is_data&&("<<mcjzb<<")>150))";
549	+	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
550	+	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);
551	+	stringstream jzbcut3;
552	+	jzbcut3 << "((is_data&&("<<datajzb<<")>50)\|\|(!is_data&&("<<mcjzb<<")>50))";
553	+	make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
554	+	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);
555	+
556	+	make_special_obs_pred_mll_plot(mcjzb,0);
557	+	make_special_obs_pred_mll_plot(mcjzb,50);
558	+	make_special_obs_pred_mll_plot(mcjzb,100);
559	+	make_special_obs_pred_mll_plot(mcjzb,150);
560	+	make_special_obs_pred_mll_plot(mcjzb,200);
561	+	make_special_obs_pred_mll_plot(mcjzb,250);
562		}
563
564		void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
#	Line 442 \| Line 630 \| void region_comparison_plots(string mcjz
630
631
632		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
633	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
633	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
634		float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
635		float mll_low=50;float mll_high=170;
636		if(!PlottingSetup::RestrictToMassPeak) {
#	Line 479 \| Line 667 \| void signal_bg_comparison()
667
668		float simulatedlumi=luminosity;//in pb please - adjust to your likings
669
670	<	TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
671	<	TH1F *JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM4"));
670	>	TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/DY"));
671	>	TH1F *JZBplotLM4;
672	>	if(PlottingSetup::RestrictToMassPeak) JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM4"));
673	>	else JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM3"));
674		TH1F *JZBplotTtbar = allsamples.Draw("JZBplotTtbar",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("TTJets"));
675
676		JZBplotTtbar->SetLineColor(allsamples.GetColor("TTJet"));
#	Line 504 \| Line 694 \| void signal_bg_comparison()
694		TLegend *signal_bg_comparison_leg2 = make_legend("",0.55,0.75,false);
695		signal_bg_comparison_leg2->AddEntry(JZBplotZJETs,"Z+Jets","f");
696		signal_bg_comparison_leg2->AddEntry(JZBplotTtbar,"t#bar{t}","f");
697	<	signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
697	>	if(PlottingSetup::RestrictToMassPeak) signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
698	>	else signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM3","f");
699		signal_bg_comparison_leg2->Draw();
700		DrawMCPrelim(simulatedlumi);
701		CompleteSave(can,"jzb_bg_vs_signal_distribution");
#	Line 746 \| Line 937 \| if you want to start from scratch (witho
937		return return_functions;
938		}
939
940	<	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false )
940	>	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
941		{
942	+	switch_overunderflow(true);
943		bool is_data=false;
944		bool use_signal=false;
945		if(use_data==1) is_data=true;
#	Line 756 \| Line 948 \| void do_prediction_plot(string jzb, TCan
948		if(is_data) nbins=50;
949		float low=0;
950		float hi=500;
951	+
952		TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
953		TH1F *RcorrJZBeemm = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
954		TH1F *LcorrJZBeemm = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
955		TH1F *RcorrJZBem = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
956		TH1F *LcorrJZBem = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
957	+
958		blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
959		blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
960		blankback->GetXaxis()->CenterTitle();
#	Line 775 \| Line 969 \| void do_prediction_plot(string jzb, TCan
969		TH1F *RcorrJZBeemmNoS;
970
971		//these are for the ratio
972	+
973		TH1F *JRcorrJZBeemm = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
974		TH1F *JLcorrJZBeemm = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
975		TH1F *JRcorrJZBem = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
#	Line 793 \| Line 988 \| void do_prediction_plot(string jzb, TCan
988		LcorrJZBSBem = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
989		RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
990		LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
991	<
991	>
992		//these are for the ratio
993		JRcorrJZBSBem = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
994		JLcorrJZBSBem = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
995		JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
996		JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
802	–
997		}
998
999		TH1F *lm4RcorrJZBeemm;
1000	<	if(overlay_signal \|\| use_data == 2 ) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,allsamples.FindSample("LM4"));
1000	>	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"));
1001
1002		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
1003
#	Line 812 \| Line 1006 \| void do_prediction_plot(string jzb, TCan
1006
1007		TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
1008		TH1F JBpred = (TH1F)JLcorrJZBeemm->Clone("Bpred");
1009	+
1010	+	TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
1011	+	ClearHisto(BpredSys);
1012	+
1013		if(PlottingSetup::RestrictToMassPeak) {
1014		Bpred->Add(RcorrJZBem,1.0/3.);
1015		Bpred->Add(LcorrJZBem,-1.0/3.);
#	Line 834 \| Line 1032 \| void do_prediction_plot(string jzb, TCan
1032		JBpred->Add(JLcorrJZBSBem,-1.0/3.);
1033		JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
1034		JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
1035	+
1036	+	//Systematics:
1037	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertONPEAK*zjetsestimateuncertONPEAK);
1038	+	AddSquared(BpredSys,JRcorrJZBem,emuncertONPEAKemuncertONPEAK(1.0/9));
1039	+	AddSquared(BpredSys,JLcorrJZBem,emuncertONPEAKemuncertONPEAK(1.0/9));
1040	+	AddSquared(BpredSys,JRcorrJZBSBem,emsidebanduncertONPEAKemsidebanduncertONPEAK(1.0/9));
1041	+	AddSquared(BpredSys,JLcorrJZBSBem,emsidebanduncertONPEAKemsidebanduncertONPEAK(1.0/9));
1042	+	AddSquared(BpredSys,JRcorrJZBSBeemm,eemmsidebanduncertONPEAKeemmsidebanduncertONPEAK(1.0/9));
1043	+	AddSquared(BpredSys,JLcorrJZBSBeemm,eemmsidebanduncertONPEAKeemmsidebanduncertONPEAK(1.0/9));
1044		} else {
1045		Bpred->Add(RcorrJZBem,1.0);
1046		Bpred->Add(LcorrJZBem,-1.0);
#	Line 843 \| Line 1050 \| void do_prediction_plot(string jzb, TCan
1050		//these are for the ratio
1051		JBpred->Add(JRcorrJZBem,1.0);
1052		JBpred->Add(JLcorrJZBem,-1.0);
1053	+
1054	+	//Systematics
1055	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertOFFPEAK*zjetsestimateuncertOFFPEAK);
1056	+	AddSquared(BpredSys,JRcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1057	+	AddSquared(BpredSys,JLcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1058	+
1059		}
1060
1061	<
1061	>	SQRT(BpredSys);
1062	>	BpredSys->Divide(JBpred);
1063	>
1064
1065		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
1066		TH1F Tpred = (TH1F)RcorrJZBem->Clone("Bpred");
#	Line 890 \| Line 1105 \| void do_prediction_plot(string jzb, TCan
1105		blankback->Draw();
1106		if(use_data==1)
1107		{
1108	+	//Bpred->SetLineWidth(3); //paper style.overruled.
1109	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style.overruled.
1110		analytical_function = do_extended_fit_to_plot(Bpred,Tpred,LcorrJZBeemm,LcorrJZBem,is_data);
1111		kinpad->cd();//necessary because the extended fit function creates its own canvas
1112		RcorrJZBeemm->Draw("e1x0,same");
1113
1114		Bpred->Draw("hist,same");
1115	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1115	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1116		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1117	+	lm4RcorrJZBeemm->Draw("hist,same");
1118		legBpred->AddEntry(RcorrJZBeemm,"observed","p");
1119		legBpred->AddEntry(Bpred,"predicted","l");
1120	<	legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1121	<	legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1122	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1120	>	// legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1121	>	// legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1122	>	legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1123		legBpred->Draw();
1124		DrawPrelim();
1125
1126		//this plot shows what the prediction is composed of
1127	<	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1128	<	specialcanv->SetLogy(1);
1129	<	Zjetspred->SetFillColor(kYellow);
1130	<	Zjetspred->SetLineColor(kYellow);
1131	<	TTbarpred->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1132	<	TTbarpred->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1127	>	TPad *predcomppad = new TPad("predcomppad","predcomppad",0,0,1,1);
1128	>	float CurrentBpredLineWidth=Bpred->GetLineWidth();
1129	>	Bpred->SetLineWidth(2);
1130	>	predcomppad->cd();
1131	>	predcomppad->SetLogy(1);
1132	>
1133	>	TH1F jzbnegative = (TH1F)LcorrJZBeemm->Clone("jzbnegative");
1134	>	TH1F sidebandsemu = (TH1F)Bpred->Clone("sidebandsemu");
1135	>	sidebandsemu->Add(jzbnegative,-1);
1136	>
1137	>	jzbnegative->SetFillColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
1138	>	jzbnegative->SetLineColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
1139	>	sidebandsemu->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1140	>	sidebandsemu->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1141	>
1142		THStack predcomposition("predcomposition","prediction composition");
1143	<	predcomposition.Add(TTbarpred);
1144	<	predcomposition.Add(Zjetspred);
1143	>	predcomposition.Add(sidebandsemu);
1144	>	predcomposition.Add(jzbnegative);
1145		blankback->Draw();
1146		RcorrJZBeemm->Draw("e1x0,same");
1147		predcomposition.Draw("histo,same");//
1148		Bpred->Draw("hist,same");
1149	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1149	>	// analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1150		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1151	<	legBpred->Draw();
1151	>	// lm4RcorrJZBeemm->SetLineColor(kOrange+1);
1152	>	lm4RcorrJZBeemm->SetLineWidth(2);
1153	>	//lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
1154	>	lm4RcorrJZBeemm->Draw("histo,same");
1155		DrawPrelim();
1156	<	TLegend *specialleg = new TLegend(0.6,0.4,0.89,0.55);
1157	<	specialleg->SetFillColor(kWhite);specialleg->SetLineColor(kWhite);
1158	<	specialleg->AddEntry(Zjetspred,"Z+Jets prediction","f");
1159	<	specialleg->AddEntry(TTbarpred,"t#bar{t} prediction","f");
1160	<	specialleg->Draw("same");
1161	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionComposition");
1162	<
1163	<	THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1156	>	TLegend *speciallegBpred = make_legend("",0.45,0.55);
1157	>	//TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
1158	>	speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
1159	>	speciallegBpred->AddEntry(Bpred,"Total background","l");
1160	>	speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
1161	>	if(PlottingSetup::RestrictToMassPeak) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1162	>	else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
1163	>	// speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
1164	>	speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1165	>	speciallegBpred->Draw();
1166	>	save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
1167	>
1168	>	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1169	>	specialcanv->SetLogy(1);
1170	>	// THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1171		blankback->Draw();
1172	<	kostack.Draw("same");
1172	>	// kostack.Draw("same");
1173	>	predcomposition.Draw();
1174		Bpred->Draw("hist,same");
1175	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1175	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1176		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1177		legBpred->Draw();
1178		DrawPrelim();
1179	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionCompositioninMC");
1179	>	CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
1180	>	Bpred->SetLineWidth((int)CurrentBpredLineWidth);
1181
1182	<	delete specialcanv;
944	<	delete specialleg;
1182	>	delete speciallegBpred;
1183		delete Zjetspred;
1184		delete TTbarpred;
1185
#	Line 949 \| Line 1187 \| void do_prediction_plot(string jzb, TCan
1187		}
1188		if(use_data==0) {
1189		RcorrJZBeemm->Draw("e1x0,same");
1190	+	//Bpred->SetLineWidth(3); // paper style. overruled.
1191		Bpred->Draw("hist,same");
1192		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1193	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
1194	<	legBpred->AddEntry(Bpred,"MC predicted","l");
1193	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1194	>	legBpred->AddEntry(Bpred,"MC predicted","l");
1195		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
1196		if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
1197		if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
#	Line 963 \| Line 1202 \| void do_prediction_plot(string jzb, TCan
1202		}
1203		if(use_data==2) {
1204		RcorrJZBeemm->Draw("e1x0,same");
1205	+	//Bpred->SetLineWidth(3); // paper style. overruled.
1206		Bpred->Draw("hist,same");
1207		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1208	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
1208	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1209		legBpred->AddEntry(Bpred,"MC predicted","l");
1210	<	legBpred2->AddEntry(RcorrJZBeemm,"MC observed","p");
1210	>	legBpred2->AddEntry(RcorrJZBeemm,"MC true","p");
1211		legBpred2->AddEntry(Bpred,"MC predicted","l");
1212		{
1213		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18 --> now only allowed for root >=v5.30
#	Line 978 \| Line 1218 \| void do_prediction_plot(string jzb, TCan
1218		// CompleteSave(globalcanvas,"Bpred_MCwithS"); // done below in save_with_ratio
1219		}
1220		{
1221	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style. overruled.
1222	+	//RcorrJZBeemmNoS->SetLineWidth(3); //paper style. overruled.
1223	+	//lm4RcorrJZBeemm->SetLineStyle(2); //paper style. overruled.
1224	+	//RcorrJZBeemmNoS->SetLineStyle(3); //paper style. overruled.
1225	+	//lm4RcorrJZBeemm->SetLineColor(kOrange+1); //paper style. overruled.
1226	+
1227		RcorrJZBeemmNoS->SetLineStyle(2);
1228		legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
1229		legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
#	Line 996 \| Line 1242 \| void do_prediction_plot(string jzb, TCan
1242		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
1243		string ytitle("ratio");
1244		if ( use_data==1 ) ytitle = "data/pred";
1245	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1245	>	//save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1246	>	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,true,ytitle,BpredSys);//not extending the y range anymore up to 4
1247
1248
1249		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1250	<	/// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1251	<	if(!PlottingSetup::RestrictToMassPeak) return;
1252	<	TH1F Bpredem = (TH1F)LcorrJZBeemm->Clone("Bpredem");
1253	<	Bpredem->Add(RcorrJZBem);
1254	<	Bpredem->Add(LcorrJZBem,-1);
1255	<	TH1F BpredSBem = (TH1F)LcorrJZBeemm->Clone("BpredSBem");
1256	<	BpredSBem->Add(RcorrJZBSBem);
1257	<	Bpred->Add(LcorrJZBSBem,-1);
1258	<	TH1F BpredSBeemm = (TH1F)LcorrJZBeemm->Clone("BpredSBeemm");
1259	<	BpredSBeemm->Add(RcorrJZBSBeemm);
1260	<	BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1261	<	globalcanvas->cd();
1262	<	globalcanvas->SetLogy(1);
1263	<
1264	<	RcorrJZBeemm->SetMarkerStyle(20);
1265	<	RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1266	<	blankback->Draw();
1267	<	RcorrJZBeemm->Draw("e1x0,same");
1268	<	RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1269	<
1270	<	Bpredem->SetLineColor(kRed+1);
1271	<	Bpredem->SetStats(0);
1272	<	Bpredem->Draw("hist,same");
1273	<
1274	<	BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1275	<	BpredSBem->SetLineStyle(2);
1276	<	BpredSBem->Draw("hist,same");
1277	<
1278	<	BpredSBeemm->SetLineColor(kBlue+1);
1279	<	BpredSBeemm->SetLineStyle(3);
1280	<	BpredSBeemm->Draw("hist,same");
1281	<	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1282	<
1283	<	TLegend *legBpredc = make_legend("",0.6,0.55);
1284	<	if(use_data==1)
1285	<	{
1286	<	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
1287	<	legBpredc->AddEntry(Bpredem,"OFZP","l");
1288	<	legBpredc->AddEntry(BpredSBem,"OFSB","l");
1289	<	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
1290	<	legBpredc->Draw();
1291	<	CompleteSave(globalcanvas,"Bpred_Data_comparison");
1292	<	}
1293	<	if(use_data==0) {
1294	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
1295	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1296	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1297	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1298	<	legBpredc->Draw();
1299	<	CompleteSave(globalcanvas,"Bpred_MC_comparison");
1300	<	}
1301	<	if(use_data==2) {
1302	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
1303	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1304	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1305	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1306	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1307	<	legBpredc->Draw();
1308	<	CompleteSave(globalcanvas,"Bpred_MCwithS_comparison");
1250	>	// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1251	>	if(PlottingSetup::RestrictToMassPeak) {
1252	>	TH1F Bpredem = (TH1F)LcorrJZBeemm->Clone("Bpredem");
1253	>	Bpredem->Add(RcorrJZBem);
1254	>	Bpredem->Add(LcorrJZBem,-1);
1255	>	TH1F BpredSBem = (TH1F)LcorrJZBeemm->Clone("BpredSBem");
1256	>	BpredSBem->Add(RcorrJZBSBem);
1257	>	Bpred->Add(LcorrJZBSBem,-1);
1258	>	TH1F BpredSBeemm = (TH1F)LcorrJZBeemm->Clone("BpredSBeemm");
1259	>	BpredSBeemm->Add(RcorrJZBSBeemm);
1260	>	BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1261	>	globalcanvas->cd();
1262	>	globalcanvas->SetLogy(1);
1263	>
1264	>	RcorrJZBeemm->SetMarkerStyle(20);
1265	>	RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1266	>	blankback->Draw();
1267	>	RcorrJZBeemm->Draw("e1x0,same");
1268	>	RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1269	>
1270	>	Bpredem->SetLineColor(kRed+1);
1271	>	Bpredem->SetStats(0);
1272	>	Bpredem->Draw("hist,same");
1273	>
1274	>	BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1275	>	BpredSBem->SetLineStyle(2);
1276	>	BpredSBem->Draw("hist,same");
1277	>
1278	>	BpredSBeemm->SetLineColor(kBlue+1);
1279	>	BpredSBeemm->SetLineStyle(3);
1280	>	BpredSBeemm->Draw("hist,same");
1281	>	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1282	>
1283	>	TLegend *legBpredc = make_legend("",0.6,0.55);
1284	>	if(use_data==1)
1285	>	{
1286	>	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
1287	>	legBpredc->AddEntry(Bpredem,"OFZP","l");
1288	>	legBpredc->AddEntry(BpredSBem,"OFSB","l");
1289	>	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
1290	>	legBpredc->Draw();
1291	>	CompleteSave(globalcanvas,subdir+"Bpred_Data_comparison");
1292	>	}
1293	>	if(use_data==0) {
1294	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1295	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1296	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1297	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1298	>	legBpredc->Draw();
1299	>	CompleteSave(globalcanvas,subdir+"Bpred_MC_comparison");
1300	>	}
1301	>	if(use_data==2) {
1302	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1303	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1304	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1305	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1306	>	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1307	>	legBpredc->Draw();
1308	>	CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
1309	>	}
1310		}
1311	+
1312	+	TFile *f = new TFile("tester.root","RECREATE");
1313	+	RcorrJZBeemm->Write();
1314	+	Bpred->Write();
1315	+	f->Close();
1316	+
1317		delete RcorrJZBeemm;
1318		delete LcorrJZBeemm;
1319		delete RcorrJZBem;
#	Line 1072 \| Line 1326 \| void do_prediction_plot(string jzb, TCan
1326
1327		delete blankback;
1328
1329	+	delete BpredSys;
1330		if(PlottingSetup::RestrictToMassPeak) {
1331		delete RcorrJZBSBem;
1332		delete LcorrJZBSBem;
#	Line 1084 \| Line 1339 \| void do_prediction_plot(string jzb, TCan
1339		delete JLcorrJZBSBeemm;
1340		}
1341		if(overlay_signal \|\| use_data==2) delete lm4RcorrJZBeemm;
1342	+	switch_overunderflow(false);
1343		}
1344
1345		void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
1346		TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
1347	<	do_prediction_plot(datajzb,globalcanvas,DataSigma,jzbHigh ,data,overlay_signal);
1348	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mc,overlay_signal);
1349	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mcwithsignal,overlay_signal);
1347	>	do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
1348	>	if ( !PlottingSetup::Approved ) {
1349	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
1350	>	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
1351	>	} else {
1352	>	write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
1353	>	}
1354		}
1355
1356		void do_ratio_plot(int is_data,vector<float> binning, string jzb, TCanvas *can, float high=-9999) {
#	Line 1258 \| Line 1518 \| void lepton_comparison_plots() {
1518		Float_t ymin = 1.e-5, ymax = 0.25;
1519		TCanvas *can = new TCanvas("can","Lepton Comparison Canvas");
1520		can->SetLogy(1);
1521	<	TH1F *eemc = allsamples.Draw("eemc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("DYJetsToLL"));
1522	<	TH1F *mmmc = allsamples.Draw("mmmc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("DYJetsToLL"));
1521	>	TH1F *eemc = allsamples.Draw("eemc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("/DY"));
1522	>	TH1F *mmmc = allsamples.Draw("mmmc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("/DY"));
1523		eemc->SetLineColor(kBlue);
1524		mmmc->SetLineColor(kRed);
1525		eemc->SetMinimum(0.1);
#	Line 1324 \| Line 1584 \| void lepton_comparison_plots() {
1584		DrawPrelim();
1585		save_with_ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
1586
1587	<	TH1F *zjeed = allsamples.Draw("zjeed",jzbvariablemc, int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("DYJets"));
1588	<	TH1F *zjmmd = allsamples.Draw("zjmmd",jzbvariablemc, int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("DYJets"));
1589	<	TH1F *zjeemmd = allsamples.Draw("zjeemmd",jzbvariablemc,int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets, mc, luminosity,allsamples.FindSample("DYJets"));
1587	>	TH1F *zjeed = allsamples.Draw("zjeed",jzbvariablemc, int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("/DY"));
1588	>	TH1F *zjmmd = allsamples.Draw("zjmmd",jzbvariablemc, int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("/DY"));
1589	>	TH1F *zjeemmd = allsamples.Draw("zjeemmd",jzbvariablemc,int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets, mc, luminosity,allsamples.FindSample("/DY"));
1590		dout << "Z+Jets ee : " << zjeed->GetMean() << "+/-" << zjeed->GetMeanError() << endl;
1591		dout << "Z+Jets ee : " << zjmmd->GetMean() << "+/-" << zjmmd->GetMeanError() << endl;
1592		dout << "Z+Jets eemd : " << zjeemmd->GetMean() << "+/-" << zjeemmd->GetMeanError() << endl;
#	Line 1440 \| Line 1700 \| void draw_pure_jzb_histo(TCut cut,string
1700		TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
1701		writeline1->SetTextSize(0.035);
1702		writeline1->Draw();
1703	<	save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
1703	>	if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
1704	>	else save_with_ratio(datahisto,mcstack,jzbpad->cd(),savename);
1705		TPad *jzbpad2 = new TPad("jzbpad2","jzbpad2",0,0,1,1);
1706		jzbpad2->cd();
1707		jzbpad2->SetLogy(1);
#	Line 1455 \| Line 1716 \| void draw_pure_jzb_histo(TCut cut,string
1716		writeline1->SetTextSize(0.035);
1717		writeline1->Draw();
1718		DrawPrelim();
1719	<	save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
1719	>	if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
1720	>	else save_with_ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
1721		datahisto->Delete();
1722		mcstack.Delete();
1723		}
#	Line 1463 \| Line 1725 \| void draw_pure_jzb_histo(TCut cut,string
1725		Double_t GausR(Double_t x, Double_t par) {
1726		return gRandom->Gaus(x[0],par[0]);
1727		}
1728	+
1729	+	void produce_stretched_jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
1730	+	TCanvas *dican = new TCanvas("dican","JZB Plots Canvas");
1731	+	float max=jzbHigh ;
1732	+	float min=-120;
1733	+	int nbins=(int)((max-min)/5.0); // we want 5 GeV/bin
1734	+	int coarserbins=int(nbins/2.0);
1735	+	int rebinnedbins=int(nbins/4.0);
1736	+
1737	+	vector<float>binning;vector<float>coarse_binning;vector<float>coarsest_binning;
1738	+	for(int i=0;i<=nbins;i++)binning.push_back(min+i*(max-min)/((float)nbins));
1739	+	for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
1740	+	for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
1741	+
1742	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP",dican,binning);
1743	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP",dican,binning);
1744	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_SFZP",dican,binning);
1745	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
1746	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
1747	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
1748	+	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
1749	+	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
1750	+
1751	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
1752	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
1753	+	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
1754	+	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
1755	+
1756	+	delete dican;
1757	+	}
1758
1759	+
1760	+	void diboson_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
1761	+	vector<int> SamplesToBeModified = allsamples.FindSampleBySampleName("WW/WZ/ZZ");
1762	+
1763	+	if(SamplesToBeModified.size()==0 \|\| SamplesToBeModified[0]==-1) {
1764	+	write_error(__FUNCTION__,"Could not find any diboson samples - aborting diboson plots");
1765	+	return;
1766	+	}
1767	+
1768	+	float stretchfactor = 100.0;
1769	+	vector<string> labels;
1770	+
1771	+
1772	+	dout << "Going to increase the cross section for diboson samples ... " << endl;
1773	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
1774	+	float origxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
1775	+	(allsamples.collection)[SamplesToBeModified[i]].xs=origxs*stretchfactor;
1776	+	dout << " Increased xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].filename << " from " << origxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ")" << endl;
1777	+	labels.push_back((allsamples.collection)[SamplesToBeModified[i]].samplename);
1778	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=any2string(int(stretchfactor))+" x "+(allsamples.collection)[SamplesToBeModified[i]].samplename;
1779	+	dout << " (also renamed it to " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " )" << endl;
1780	+	}
1781	+
1782	+	dout << "Going to produce JZB plots" << endl;
1783	+	produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
1784	+	TCanvas *gloca = new TCanvas("gloca","gloca");
1785	+
1786	+	dout << "Going to produce prediction plots" << endl;
1787	+	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
1788	+	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
1789	+	delete gloca;
1790	+
1791	+	dout << "Going to reset the cross section for diboson samples ... " << endl;
1792	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
1793	+	float Upxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
1794	+	(allsamples.collection)[SamplesToBeModified[i]].xs=(allsamples.collection)[SamplesToBeModified[i]].xs*(1.0/stretchfactor);
1795	+	string Upname=(allsamples.collection)[SamplesToBeModified[i]].samplename;
1796	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=labels[i];
1797	+	dout << " Reset xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " from " << Upxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ") and reset the correct name (from " << Upname << ")" << endl;
1798	+
1799	+	}
1800	+
1801	+	}
1802		void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
1803		TCanvas *can = new TCanvas("can","JZB Plots Canvas");
1804		float max=jzbHigh ;
#	Line 1477 \| Line 1812 \| void jzb_plots(string mcjzb, string data
1812		for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
1813		for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
1814
1815	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
1816	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
1817	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
1818	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
1819	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
1820	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
1821	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1822	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
1823	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
1815	>	if ( !PlottingSetup::Approved ) {
1816	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
1817	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
1818	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
1819	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
1820	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
1821	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
1822	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1823	>	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
1824	>	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
1825	>	}
1826
1827		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
1828	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
1829	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1830	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
1831	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
1832	<
1833	<	// draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarsest",can,coarsest_binning);
1834	<	// draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarsest",can,coarsest_binning);
1498	<	// flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1499	<	// if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarsest",can,coarsest_binning);
1500	<	// if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarsest",can,coarsest_binning);
1828	>	if ( !PlottingSetup::Approved ) {
1829	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
1830	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1831	>	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
1832	>	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
1833	>	}
1834	>	delete can;
1835		}
1836
1837
#	Line 1552 \| Line 1886 \| void compute_MC_yields(string mcjzb,vect
1886		string posneg[] = {"pos","neg"};
1887		TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
1888
1889	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
1889	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
1890		TCut jzbMC[] = { give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos"), give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg") };
1891		dout << "_________________________________________________________" << endl;
1892		dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
1893	<	for(int isample=0;isample<(allsamples.collection).size();isample++) {
1893	>	for(int isample=0;isample<(int)(allsamples.collection).size();isample++) {
1894		if(!(allsamples.collection)[isample].is_data) dout << (allsamples.collection)[isample].samplename << " & ";
1895		else dout << "Sample & ";
1896		for(int iregion=0;iregion<nRegions;iregion++) {
#	Line 1815 \| Line 2149 \| void draw_ttbar_and_zjets_shape_for_one_
2149
2150		void draw_ttbar_and_zjets_shape(string mcjzb, string datajzb) {
2151		int all_leptons=-1;
1818	–	int electrons_only=0;
1819	–	int mu_only=1;
1820	–	int twojetswith50gev=1;
2152		int threejetswith30gev=0;
2153		/*
2154	+	int twojetswith50gev=1;
2155	+	int electrons_only=0;
2156	+	int mu_only=1;
2157	+
2158		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,twojetswith50gev);
2159		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev);
2160
#	Line 1833 \| Line 2168 \| void draw_ttbar_and_zjets_shape(string m
2168		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
2169		}
2170
2171	<	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
1837	<	//first: colorful plots
2171	>	float find_one_correction_factor(string FindKeyword, TCut SpecialCut, string SaveAs) {
2172		TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2173		cancorr->SetLogz();
2174		cancorr->SetRightMargin(0.13);
2175	<	flag_this_change(__FUNCTION__,__LINE__,false);//PlottingSetup::RestrictToMassPeak
2176	<	TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)");
2175	>	TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)"&&SpecialCut&&passtrig);
2176	>	if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2177		TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2178	<	(allsamples.collection)[allsamples.FindSample("Data")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotd",zptforresponsepresentation);
2178	>	vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2179	>	for(int iSample=0;iSample<SampleIndices.size();iSample++) {
2180	>	dout << " Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2181	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",zptforresponsepresentation*cutWeight);
2182	>	}
2183	>
2184		niceresponseplotd->SetStats(0);
2185		niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2186		niceresponseplotd->GetYaxis()->SetTitle("Response");
#	Line 1850 \| Line 2189 \| void find_correction_factors(string &jzb
2189		niceresponseplotd->Draw("COLZ");
2190		TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2191		profd->SetMarkerSize(DataMarkerSize);
2192	<	profd->Fit("pol0","","same,e1",30,400);
2192	>	profd->Fit("pol0","","same,e1",100,400);
2193		DrawPrelim();
2194	<	TText* title = write_text(0.5,0.7,"Data");
2194	>	string stitle="Data";
2195	>	if(!Contains(FindKeyword,"Data")) stitle="MC";
2196	>	TText* title = write_text(0.5,0.7,stitle.c_str());
2197		title->SetTextAlign(12);
2198		title->Draw();
2199		TF1 datapol=(TF1)profd->GetFunction("pol0");
2200	<	float datacorrection=datapol->GetParameter(0);
2201	<	stringstream dataresstring;
2202	<	dataresstring<<"Response: "<<std::setprecision(2)<<100*datacorrection<<" %";
2203	<	TText* restitle = write_text(0.5,0.65,dataresstring.str());
2200	>	float correction=datapol->GetParameter(0);
2201	>	stringstream resstring;
2202	>	resstring<<"Response: "<<std::setprecision(2)<<100*correction<<" %";
2203	>	TText* restitle = write_text(0.5,0.65,resstring.str());
2204		restitle->SetTextAlign(12);
2205		restitle->SetTextSize(0.03);
2206		restitle->Draw();
2207	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_Data");
2208	<
2209	<	TH2F *niceresponseplotm = new TH2F("niceresponseplotm","",100,0,600,100,0,5);
2210	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotm",zptforresponsepresentation);
2211	<	niceresponseplotm->SetStats(0);
2212	<	niceresponseplotm->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2213	<	niceresponseplotm->GetYaxis()->SetTitle("Response");
1873	<	niceresponseplotm->GetXaxis()->CenterTitle();
1874	<	niceresponseplotm->GetYaxis()->CenterTitle();
1875	<	niceresponseplotm->Draw("COLZ");
1876	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt",zptforresponsepresentation,"PROF,same");
1877	<	TProfile * profm = (TProfile*)niceresponseplotm->ProfileX();
1878	<	profm->SetMarkerSize(DataMarkerSize);
1879	<	profm->Fit("pol0","","same,e1",30,400);
1880	<	DrawMCPrelim();
1881	<	title = write_text(0.5,0.7,"MC simulation");
1882	<	title->SetTextAlign(12);
1883	<	title->Draw();
1884	<	TF1 mcpol=(TF1)profm->GetFunction("pol0");
1885	<	float mccorrection=mcpol->GetParameter(0);
1886	<	stringstream mcresstring;
1887	<	mcresstring<<"Response: "<<std::setprecision(2)<<100*mccorrection<<" %";
1888	<	TText* mcrestitle = write_text(0.5,0.65,mcresstring.str());
1889	<	mcrestitle->SetTextAlign(12);
1890	<	mcrestitle->SetTextSize(0.03);
1891	<	mcrestitle->Draw();
1892	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_MC");
2207	>	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2208	>	delete cancorr;
2209	>	delete niceresponseplotd;
2210	>	return correction;
2211	>	}
2212	>
2213	>	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2214
2215	+	dout << "Computing response corrections: " << endl;
2216	+	//Step 1 : Get results
2217	+	float datacorrection=find_one_correction_factor("Data","","Data");
2218	+	float mccorrection=find_one_correction_factor("DY","","MC");
2219	+
2220	+	float dataEEcorrection=find_one_correction_factor("Data","id1==0","Data_ee");
2221	+	float mcEEcorrection=find_one_correction_factor("DY","id1==0","MC_ee");
2222	+
2223	+	float dataMMcorrection=find_one_correction_factor("Data","id1==1","Data_mm");
2224	+	float mcMMcorrection=find_one_correction_factor("DY","id1==1","MC_mm");
2225	+
2226	+	cout << "Corrections : " << endl;
2227	+	cout << " Data : " << datacorrection << endl;
2228	+	cout << " ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
2229	+	cout << " MC : " << mccorrection << endl;
2230	+	cout << " ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
2231
2232	<	//Step 2: Getting the result
1896	<	// TCut zptcutforresponse("pt>30&&pt<300&&TMath::Abs(91.2-mll)<20&&id1==id2&&(ch1*ch2<0)");
2232	>	//Step 2: Processing the result and making it into something useful :-)
2233		stringstream jzbvardatas;
2234	<	if(datacorrection>1) jzbvardatas<<"(jzb[1]-"<<datacorrection-1<<"*pt)";
2235	<	if(datacorrection<1) jzbvardatas<<"(jzb[1]+"<<1-datacorrection<<"*pt)";
2234	>	jzbvardatas << "(";
2235	>
2236	>	if(dataEEcorrection>=1) jzbvardatas<<"((id1==0&&id1==id2)(jzb[1]-" << dataEEcorrection-1 << "pt))";
2237	>	if(dataEEcorrection<1) jzbvardatas<<"((id1==0&&id1==id2)(jzb[1]+" << 1-dataEEcorrection << "pt))";
2238	>
2239	>	if(dataMMcorrection>=1) jzbvardatas<<"+((id1==1&&id1==id2)(jzb[1]-" << dataMMcorrection-1 << "pt))";
2240	>	if(dataMMcorrection<1) jzbvardatas<<"+((id1==1&&id1==id2)(jzb[1]+" << 1-dataMMcorrection << "pt))";
2241	>
2242	>	float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
2243	>
2244	>	if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)(jzb[1]-" << datacorrection-1 << "pt))";
2245	>	if(datacorrection<1) jzbvardatas<<"+((id1!=id2)(jzb[1]+" << 1-datacorrection << "pt))";
2246	>
2247	>	jzbvardatas << ")";
2248		jzbvardata=jzbvardatas.str();
2249	+
2250		stringstream jzbvarmcs;
2251	<	if(mccorrection>1) jzbvarmcs<<"(jzb[1]-"<<mccorrection-1<<"*pt)";
2252	<	if(mccorrection<1) jzbvarmcs<<"(jzb[1]+"<<1-mccorrection<<"*pt)";
2251	>	jzbvarmcs << "(";
2252	>
2253	>	if(mcEEcorrection>=1) jzbvarmcs<<"((id1==0&&id1==id2)(jzb[1]-" << mcEEcorrection-1 << "pt))";
2254	>	if(mcEEcorrection<1) jzbvarmcs<<"((id1==0&&id1==id2)(jzb[1]+" << 1-mcEEcorrection << "pt))";
2255	>
2256	>	if(mcMMcorrection>=1) jzbvarmcs<<"+((id1==1&&id1==id2)(jzb[1]-" << mcMMcorrection-1 << "pt))";
2257	>	if(mcMMcorrection<1) jzbvarmcs<<"+((id1==1&&id1==id2)(jzb[1]+" << 1-mcMMcorrection << "pt))";
2258	>
2259	>	float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
2260	>
2261	>	if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)(jzb[1]-" << mccorrection-1 << "pt))";
2262	>	if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)(jzb[1]+" << 1-mccorrection << "pt))";
2263	>
2264	>	jzbvarmcs << ")";
2265		jzbvarmc=jzbvarmcs.str();
2266	+
2267		dout << "JZB Z pt correction summary : " << endl;
2268		dout << " Data: The response is " << datacorrection << " --> jzb variable is now : " << jzbvardata << endl;
2269		dout << " MC : The response is " << mccorrection << " --> jzb variable is now : " << jzbvarmc << endl;
2270	+
2271		}
2272
2273		void pick_up_events(string cut) {
#	Line 1912 \| Line 2275 \| void pick_up_events(string cut) {
2275		allsamples.PickUpEvents(cut);
2276		}
2277
2278	<	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError) {
2278	>	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
2279		dout << "Saving configuration template!" << endl;
2280		ofstream configfile;
2281		configfile.open("../DistributedModelCalculations/last_configuration.C");
#	Line 1932 \| Line 2295 \| void save_template(string mcjzb, string
2295		configfile<<"string datajzb=\"datajzb_ERROR\";\n";
2296		configfile<<"string mcjzb=\"mcjzb_ERROR\";\n";
2297		configfile<<"vector<float>jzb_cuts;\n";
2298	+	configfile<<"vector<float>jzb_shape_limit_bins;\n";
2299		configfile<<"float MCPeakError=-999;\n";
2300	+	configfile<<"float DataPeakError=-999;\n";
2301		configfile<<"}\n\n";
2302
2303		configfile<<"void read_config() {\n";
2304		configfile<<"datajzb=\""<<datajzb<<"\";\n";
2305		configfile<<"mcjzb=\""<<mcjzb<<"\";\n\n";
2306	<	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n\n";
2307	<	for(int i=0;i<jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2306	>	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n";
2307	>	configfile<<"DataPeakError="<<DataPeakError<<";\n\n";
2308	>	for(int i=0;i<(int)jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2309		configfile<<"\n\n";
2310	<	for(int i=0;i<Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2311	<	for(int i=0;i<Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2312	<	for(int i=0;i<Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2310	>	for(int i=0;i<(int)Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2311	>	for(int i=0;i<(int)Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2312	>	for(int i=0;i<(int)Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2313	>	configfile<<"\n\n";
2314	>	for(int i=0;i<(int)flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2315	>	for(int i=0;i<(int)flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2316	>	for(int i=0;i<(int)flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2317	>	for(int i=0;i<(int)jzb_shape_limit_bins.size();i++) configfile<<"jzb_shape_limit_bins.push_back("<<jzb_shape_limit_bins[i]<<"); // JZB shape bin boundary at " << jzb_shape_limit_bins[i] << "\n";
2318		configfile<<"\n\n";
1948	–	for(int i=0;i<flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1949	–	for(int i=0;i<flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1950	–	for(int i=0;i<flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2319		configfile<<"\n\n";
2320		configfile<<"luminosity="<<luminosity<<";\n";
2321	+	configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
2322
2323		configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
2324
#	Line 1972 \| Line 2341 \| *void draw_all_ttbar_histos(TCanvas can,**
2341		float max=histos[0]->GetMaximum();
2342		if(manualmin>=0) min=manualmin;
2343		else {
2344	<	for(int i=1;i<histos.size();i++) {
2344	>	for(int i=1;i<(int)histos.size();i++) {
2345		float curmin=get_nonzero_minimum(histos[i]);
2346		float curmax=histos[i]->GetMaximum();
2347		if(curmin<min) min=curmin;
#	Line 1983 \| Line 2352 \| *void draw_all_ttbar_histos(TCanvas can,**
2352		histos[0]->Draw(drawoption.c_str());
2353		stringstream drawopt;
2354		drawopt << drawoption << ",same";
2355	<	for(int i=1;i<histos.size();i++) {
2355	>	for(int i=1;i<(int)histos.size();i++) {
2356		histos[i]->Draw(drawopt.str().c_str());
2357		}
2358		}
#	Line 1992 \| Line 2361 \| void ttbar_sidebands_comparison(string m
2361		//in the case of the on peak analysis, we compare the 3 control regions to the real value
2362		//in the case of the OFF peak analysis, we compare our control region to the real value
2363		TCut weightbackup=cutWeight;
2364	<	cutWeight="1.0";
2364	>	// cutWeight="1.0";
2365		float simulatedlumi = luminosity; //in pb please - adjust to your likings
2366	<
2366	>	for(int i=0;i<binning.size();i++) cout << "Bin i : " << binning[i] << endl;
2367
2368		TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2369		TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
#	Line 2032 \| Line 2401 \| void ttbar_sidebands_comparison(string m
2401		}
2402
2403		vector<TH1F*> histos;
2404	+	TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2405	+	TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2406		histos.push_back(TZem);
2407		histos.push_back(TZeemm);
2408		if(PlottingSetup::RestrictToMassPeak) {
2409	+	TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2410	+	TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2411		histos.push_back(TSem);
2412		histos.push_back(TSeemm);
2413		}
#	Line 2050 \| Line 2423 \| void ttbar_sidebands_comparison(string m
2423		leg->Draw("same");
2424		DrawMCPrelim(simulatedlumi);
2425		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison");
2053	–
2426		TH1F TZemcopy = (TH1F)TZem->Clone("TZemcopy");
2427		TH1F TZeemmcopy = (TH1F)TZeemm->Clone("TZeemmcopy");
2428	<	TH1F TSeemmcopy = (TH1F)TSeemm->Clone("TSeemmcopy");
2429	<	TH1F TSemcopy = (TH1F)TSem->Clone("TSemcopy");
2428	>	TH1F *TSeemmcopy;
2429	>	TH1F *TSemcopy;
2430	>	if(PlottingSetup::RestrictToMassPeak) {
2431	>	TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
2432	>	TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
2433	>	}
2434
2435		TZem->Divide(TZeemm);
2436		TZem->SetMarkerStyle(21);
#	Line 2076 \| Line 2452 \| void ttbar_sidebands_comparison(string m
2452
2453		float linepos=0.25;
2454		if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
2455	+	if(!PlottingSetup::RestrictToMassPeak) linepos=0.1; //sys uncertainty for iJZB
2456		TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
2457		TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2458		TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
2459
2460	+	/*write_warning(__FUNCTION__,"These two lines are to be removed!");
2461	+	TLine *topalt = new TLine(binning[0],1.0+0.1,binning[binning.size()-1],1.0+0.1);
2462	+	TLine *bottomalt = new TLine(binning[0],1.0-0.1,binning[binning.size()-1],1.0-0.1);
2463	+	topalt->SetLineColor(kRed);topalt->SetLineStyle(3);
2464	+	bottomalt->SetLineColor(kRed);bottomalt->SetLineStyle(3);
2465	+	topalt->Draw("same");bottomalt->Draw("same");*/
2466	+
2467	+
2468		top->SetLineColor(kBlue);top->SetLineStyle(2);
2469		bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
2470		center->SetLineColor(kBlue);
#	Line 2104 \| Line 2489 \| void ttbar_sidebands_comparison(string m
2489		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
2490
2491
2107	–
2492		///-------------- second part: only look at the quantity we actually care about!
2493		TH1F leftsfzp = (TH1F)nTZeemm->Clone("leftsfzp");
2494		TH1F rightsfzp = (TH1F)TZeemmcopy->Clone("rightsfzp");
#	Line 2150 \| Line 2534 \| void ttbar_sidebands_comparison(string m
2534		tcan->SetLogy(0);
2535		rightofzp->Divide(rightsfzp);
2536		rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2537	<	rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
2537	>	rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2538		rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2539		rightofzp->Draw();
2540		if(PlottingSetup::RestrictToMassPeak) {
#	Line 2210 \| Line 2594 \| void ttbar_sidebands_comparison(string m
2594
2595		void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
2596		vector<float> nicer_binning;
2597	<	nicer_binning.push_back(-125);
2597	>	/*
2598	>	nicer_binning.push_back(-400);
2599	>	nicer_binning.push_back(-250);
2600	>	nicer_binning.push_back(-200);
2601	>	nicer_binning.push_back(-150);
2602	>	nicer_binning.push_back(-100);
2603	>	nicer_binning.push_back(-50);
2604	>	nicer_binning.push_back(-20);
2605	>
2606	>	nicer_binning.push_back(0);
2607	>	nicer_binning.push_back(20);
2608	>	nicer_binning.push_back(50);
2609	>	nicer_binning.push_back(100);
2610	>	nicer_binning.push_back(150);
2611	>	nicer_binning.push_back(200);
2612	>	nicer_binning.push_back(250);
2613	>	nicer_binning.push_back(400);
2614	>	*/
2615		nicer_binning.push_back(-100);
2215	–	nicer_binning.push_back(-75);
2616		nicer_binning.push_back(-50);
2617		nicer_binning.push_back(-25);
2618		nicer_binning.push_back(0);
#	Line 2227 \| Line 2627 \| void ttbar_sidebands_comparison(string m
2627		nicer_binning.push_back(230);
2628		nicer_binning.push_back(280);
2629		nicer_binning.push_back(400);
2630	+
2631		ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
2632		}
2633
2634
2635	<	void zjets_prediction_comparison() {
2635	>	void zjets_prediction_comparison(string mcjzbWithPU) {
2636	>	TCanvas *zcan = new TCanvas("zcan","zcan");
2637	>	zcan->SetLogy(1);
2638	>	TCut weightbackup=cutWeight;
2639	>
2640	>	/*
2641		// Do it without PU re-weighting
2642		float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2643		stringstream resultsNoPU;
2644
2645		stringstream mcjzbnoPU;
2646	<	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,false);
2646	>	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,true);
2647		if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
2648		else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
2649
2650		string mcjzb = mcjzbnoPU.str();
2651		dout << "The peak corrected JZB expression for MC without pileup is : " << mcjzb << endl;
2652
2247	–	TCut weightbackup=cutWeight;
2653		cutWeight="1.0";
2654	<	float sbg_min=0.;
2655	<	float sbg_max=100.;
2656	<	int sbg_nbins=5;
2654	>	*/
2655	>	string mcjzb = mcjzbWithPU; // this is with PURW, if you want without it you have to uncomment the part above (and comment out this line)
2656	>
2657	>	vector<float> binning;
2658	>	binning.push_back(0);
2659	>	binning.push_back(20);
2660	>	binning.push_back(40);
2661	>	binning.push_back(60);
2662	>	binning.push_back(80);
2663	>	binning.push_back(100);
2664	>	// float sbg_min=0.;
2665	>	// float sbg_max=100.;
2666	>	// int sbg_nbins=5;
2667		float simulatedlumi = luminosity;//in pb please - adjust to your likings
2668
2669		TCut kPos((mcjzb+">0").c_str());
2670		TCut kNeg((mcjzb+"<0").c_str());
2671		string var( "abs("+mcjzb+")" );
2672
2673	<	TCut kcut(cutmass&&cutOSSF&&"pfJetGoodNum>2");
2674	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
2675	<	kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("DYJets"));
2261	<	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
2262	<	kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("DYJets"));
2673	>	TCut kcut(cutmass&&cutOSSF&&cutnJets);
2674	>	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2675	>	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2676		hJZBpos->SetLineColor(kBlack);
2677		hJZBneg->SetLineColor(kRed);
2678
2679	<	Int_t nbins = 5;
2267	<	Float_t xmax = 100.;
2268	<
2269	<
2270	<	TCanvas *zcan = new TCanvas("zcan","zcan");
2271	<	zcan->SetLogy(1);
2272	<
2679	>	hJZBpos->SetMinimum(1.0);
2680		hJZBpos->Draw("e1");
2681		hJZBneg->Draw("same,hist");
2682		hJZBpos->Draw("same,e1"); // So it's on top...
#	Line 2284 \| Line 2691 \| void zjets_prediction_comparison() {
2691		TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
2692		hratio->Divide(hJZBneg);
2693
2694	+	for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
2695	+	cout << "Positive: " << hJZBpos->GetBinContent(i) << " vs Negative : " << hJZBneg->GetBinContent(i) << endl;
2696	+	}
2697	+
2698		zcan->SetLogy(0);
2699		hratio->GetYaxis()->SetRangeUser(0,2.5);
2700		hratio->GetYaxis()->SetTitle("Observed/Predicted");
2701		hratio->Draw("e1");
2702
2703	<	TLine *top = new TLine(sbg_min,1.25,sbg_max,1.25);
2704	<	TLine *center = new TLine(sbg_min,1.0,sbg_max,1.0);
2705	<	TLine *bottom = new TLine(sbg_min,0.75,sbg_max,0.75);
2703	>	TLine *top = new TLine(binning[0],1.25,binning[binning.size()-1],1.25);
2704	>	TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2705	>	TLine *bottom = new TLine(binning[0],0.75,binning[binning.size()-1],0.75);
2706
2707
2708		top->SetLineColor(kBlue);top->SetLineStyle(2);
#	Line 2333 \| Line 2744 \| void sideband_assessment(string datajzb,
2744		tout << "\\begin{tabular}{l\|cc}" << endl;
2745		tout << "\\hline" << endl;
2746		tout << "& {\\OFZP} & {\\OFSB} \\\\\\hline" << endl;
2747	<	tout << "\\#(events) & "<<OFSB<<" & "<<OFZP<<"\\\\ \\hline" << endl;
2747	>	tout << "\\#(events) & "<<OFZP<<" & "<<OFSB<<"\\\\ \\hline" << endl;
2748		tout << "\\end{tabular}" << endl;
2749		tout << "\\end{center}" << endl;
2750		tout << "\\end{table}" << endl;
#	Line 2351 \| Line 2762 \| void make_table(samplecollection &coll,
2762
2763		TCanvas *cannie = new TCanvas("cannie","cannie");
2764
2765	<	for(int icut=0;icut<jzb_cuts.size();icut++) {
2765	>	for(int icut=0;icut<(int)jzb_cuts.size();icut++) {
2766		float currcut=jzb_cuts[icut];
2767		int nbins=1;float low=currcut;
2768		vector<int> mysample;
#	Line 2410 \| Line 2821 \| void make_table(samplecollection &coll,
2821		//prediction part
2822		if(is_data) cout << "Data prediction & ";
2823		if(subselection!="none") cout << subselection << " prediction &";
2824	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
2824	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
2825
2826		cout << endl;
2827		//observation part
2828		if(is_data) cout << "Data observation & ";
2829		if(subselection!="none") cout << subselection << " observation &";
2830	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
2830	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
2831		cout << endl;
2832		cout << "_________________________________________________________________" << endl;
2833		delete cannie;
#	Line 2451 \| Line 2862 \| *void JZBSelEff(string mcjzb, TTree even**
2862		int nbins = sizeof(xbins)/sizeof(float)-1;
2863		int markers[] = { 20, 26, 21, 24, 22, 25, 28 };
2864
2865	<	TH1F* heff = new TH1F("heff", "JZB eff ; generator-level JZB [GeV]; efficiency",nbins,xbins);
2866	<	TH1F* hgen = new TH1F("hgen", "JZB gen ; generator-level JZB [GeV]; efficiency",nbins,xbins);
2867	<	TH1F* hreco = new TH1F("hreco","JZB reco ; generator-level JZB [GeV]; efficiency",nbins,xbins);
2865	>
2866	>	TH1F* heff = new TH1F("heff", "JZB eff ; generator JZB [GeV]; efficiency",nbins,xbins);
2867	>	TH1F* hgen = new TH1F("hgen", "JZB gen ; generator JZB [GeV]; efficiency",nbins,xbins);
2868	>	TH1F* hreco = new TH1F("hreco","JZB reco ; generator JZB [GeV]; efficiency",nbins,xbins);
2869
2870		TCut kgen(genMassCut&&"genZPt>0&&genNjets>2&&abs(genMID)==23"&&cutOSSF);
2871		TCut kreco(cutmass);
#	Line 2469 \| Line 2881 \| *void JZBSelEff(string mcjzb, TTree even**
2881		TCanvas *can = new TCanvas("can","Canvas for JZB Efficiency",600,600);
2882		can->SetGridx(1);
2883		can->SetGridy(1);
2884	+	can->SetLeftMargin(0.16);
2885	+	can->SetRightMargin(0.05);
2886		TLegend *leg = make_legend("",0.6,0.2,false,0.89,0.5);
2887	+	leg->SetBorderSize(1);
2888	+	leg->SetLineColor(kBlack);
2889	+	leg->SetTextFont(62);
2890
2891	<
2475	<
2476	<	for ( int icut=0; icut<jzb_bins.size(); ++icut ) {
2891	>	for ( int icut=0; icut<(int)jzb_bins.size(); ++icut ) {
2892
2893		ostringstream selection;
2894		selection << mcjzb << ">" << jzb_bins[icut];
#	Line 2489 \| Line 2904 \| *void JZBSelEff(string mcjzb, TTree even**
2904		}
2905
2906		heff->GetXaxis()->SetRangeUser(min, max);
2907	+	// heff->GetXaxis()->SetLabelSize(0.05); // paper style. overruled.
2908	+	// heff->GetYaxis()->SetLabelSize(0.05); // paper style. overruled.
2909	+	// heff->GetXaxis()->SetTitleSize(0.06); // paper style. overruled.
2910	+	// heff->GetYaxis()->SetTitleSize(0.06); // paper style. overruled.
2911		heff->SetMarkerStyle(markers[icut]);
2912		heff->Fit("func","Q+","same");
2913
#	Line 2500 \| Line 2919 \| *void JZBSelEff(string mcjzb, TTree even**
2919
2920		// Store plot
2921		TH1F* h = (TH1F*)heff->Clone(hname);
2922	+	h->SetNdivisions(505,"X");
2923		if ( icut) h->Draw("same");
2924		else h->Draw();
2925		char htitle[256]; sprintf(htitle,"JZB > %3.0f GeV", jzb_bins[icut]);
#	Line 2520 \| Line 2940 \| *void JZBSelEff(string mcjzb, TTree even**
2940		// Calls the above function for each signal sample
2941		void plot_jzb_sel_eff(string mcjzb, samplecollection &signalsamples, vector<float> bins )
2942		{
2943	<	for (int isignal=0; isignal<signalsamples.collection.size();isignal++) {
2943	>	for (int isignal=0; isignal<(int)signalsamples.collection.size();isignal++) {
2944		dout << "JZB selection efficiency curve: " << std::endl;
2945		JZBSelEff(mcjzb,(signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].samplename,bins); // Only for some selected samples
2946		}
2947		}
2948	+
2949	+	void qcd_plots(string datajzb, string mcjzb, vector<float> bins) {
2950	+	// What this function aims to do:
2951	+	// Illustrate cut flow for QCD (requiring only one lepton, requiring etc.)
2952	+	// Illustrate how little QCD is left over! i.e. make some pointless JZB plot with only QCD to visualize the fact that there's not much really.
2953	+	TCanvas *can = new TCanvas("can","can");
2954	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
2955	+	kinpad->cd();
2956	+
2957	+	string jzb=mcjzb;
2958
2959	+	float hi=400;
2960	+	bool use_signal=false;
2961	+	bool use_data=false;
2962	+
2963	+	bool is_data=false;
2964	+	int nbins=50;//100;
2965	+	float low=0;
2966	+	float high=500;
2967	+	int versok=false;
2968	+	if(gROOT->GetVersionInt()>=53000) versok=true;
2969	+
2970	+	TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
2971	+	TH1F *RcorrJZBeemm = qcdsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2972	+	TH1F *LcorrJZBeemm = qcdsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2973	+	TH1F *RcorrJZBem = qcdsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2974	+	TH1F *LcorrJZBem = qcdsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2975	+	blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
2976	+	blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
2977	+	blankback->GetXaxis()->CenterTitle();
2978	+	blankback->GetYaxis()->CenterTitle();
2979	+
2980	+	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
2981	+	TH1F *RcorrJZBSBem;
2982	+	TH1F *LcorrJZBSBem;
2983	+	TH1F *RcorrJZBSBeemm;
2984	+	TH1F *LcorrJZBSBeemm;
2985	+
2986	+	// TH1F *RcorrJZBeemmNoS;
2987	+
2988	+	//these are for the ratio
2989	+	TH1F *JRcorrJZBeemm = qcdsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2990	+	TH1F *JLcorrJZBeemm = qcdsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2991	+	TH1F *JRcorrJZBem = qcdsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2992	+	TH1F *JLcorrJZBem = qcdsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2993	+
2994	+	TH1F *JRcorrJZBSBem;
2995	+	TH1F *JLcorrJZBSBem;
2996	+	TH1F *JRcorrJZBSBeemm;
2997	+	TH1F *JLcorrJZBSBeemm;
2998	+
2999	+	if(PlottingSetup::RestrictToMassPeak) {
3000	+	RcorrJZBSBem = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3001	+	LcorrJZBSBem = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3002	+	RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3003	+	LcorrJZBSBeemm = qcdsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3004	+
3005	+	//these are for the ratio
3006	+	JRcorrJZBSBem = qcdsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3007	+	JLcorrJZBSBem = qcdsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3008	+	JRcorrJZBSBeemm = qcdsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3009	+	JLcorrJZBSBeemm = qcdsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3010	+
3011	+	}
3012	+
3013	+	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
3014	+
3015	+	TH1F Zjetspred = (TH1F)LcorrJZBeemm->Clone("Zjetspred");
3016	+	TH1F TTbarpred = (TH1F)RcorrJZBem->Clone("TTbarpred");
3017	+
3018	+	TH1F Bpred = (TH1F)LcorrJZBeemm->Clone("Bpred");
3019	+	TH1F JBpred = (TH1F)JLcorrJZBeemm->Clone("Bpred");
3020	+	if(PlottingSetup::RestrictToMassPeak) {
3021	+	Bpred->Add(RcorrJZBem,1.0/3.);
3022	+	Bpred->Add(LcorrJZBem,-1.0/3.);
3023	+	Bpred->Add(RcorrJZBSBem,1.0/3.);
3024	+	Bpred->Add(LcorrJZBSBem,-1.0/3.);
3025	+	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3026	+	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3027	+
3028	+	TTbarpred->Scale(1.0/3);
3029	+	Zjetspred->Add(LcorrJZBem,-1.0/3.);
3030	+	Zjetspred->Add(LcorrJZBSBem,-1.0/3.);
3031	+	TTbarpred->Add(RcorrJZBSBem,1.0/3.);
3032	+	Zjetspred->Add(LcorrJZBSBeemm,-1.0/3.);
3033	+	TTbarpred->Add(RcorrJZBSBeemm,1.0/3.);
3034	+
3035	+	//these are for the ratio
3036	+	JBpred->Add(JRcorrJZBem,1.0/3.);
3037	+	JBpred->Add(JLcorrJZBem,-1.0/3.);
3038	+	JBpred->Add(JRcorrJZBSBem,1.0/3.);
3039	+	JBpred->Add(JLcorrJZBSBem,-1.0/3.);
3040	+	JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
3041	+	JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
3042	+	} else {
3043	+	Bpred->Add(RcorrJZBem,1.0);
3044	+	Bpred->Add(LcorrJZBem,-1.0);
3045	+
3046	+	Zjetspred->Add(LcorrJZBem,-1.0);
3047	+
3048	+	//these are for the ratio
3049	+	JBpred->Add(JRcorrJZBem,1.0);
3050	+	JBpred->Add(JLcorrJZBem,-1.0);
3051	+	}
3052	+
3053	+
3054	+	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
3055	+
3056	+	TLegend *legBpred = make_legend("",0.6,0.55,false);
3057	+	RcorrJZBeemm->Draw("e1x0,same");
3058	+	Bpred->Draw("hist,same");
3059	+	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
3060	+	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
3061	+	legBpred->AddEntry(Bpred,"MC predicted","l");
3062	+	if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
3063	+	if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
3064	+	legBpred->Draw();
3065	+	DrawMCPrelim();
3066	+
3067	+	//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
3068	+	string ytitle("ratio");
3069	+	if ( use_data==1 ) ytitle = "data/pred";
3070	+	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
3071	+
3072	+	TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
3073	+	TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
3074	+	TH1F *osof = qcdsamples.Draw("osof","pfJetGoodNum",1,0,100, "internal code", "events", cutOSOF ,mc, luminosity);
3075	+	TH1F *njossf = qcdsamples.Draw("njossf","pfJetGoodNum",1,0,100, "internal code", "events", cutnJets&&cutOSSF ,mc, luminosity);
3076	+	TH1F *njosof = qcdsamples.Draw("njosof","pfJetGoodNum",1,0,100, "internal code", "events", cutnJets&&cutOSOF ,mc, luminosity);
3077	+
3078	+	dout << "______________________________________________" << endl;
3079	+	dout << "QCD contribution: " << endl;
3080	+	dout << "Total number of events: " << allevents->Integral() << endl;
3081	+	dout << "OSSF events: " << ossf->Integral() << endl;
3082	+	dout << "OSOF events: " << osof->Integral() << endl;
3083	+	dout << "OSSF events with >=3 jets:" << njossf->Integral() << endl;
3084	+	dout << "OSOF events with >=3 jets:" << njosof->Integral() << endl;
3085	+	dout << "(note that no mass requirement has been imposed)" << endl;
3086	+
3087	+	dout << "______________________________________________" << endl;
3088	+	dout << "How QCD shows up in the different regions: " << endl;
3089	+	dout << "OSSF: " << endl;
3090	+	if(PlottingSetup::RestrictToMassPeak) {
3091	+	dout << " Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3092	+	dout << " sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
3093	+	} else {
3094	+	dout << " " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3095	+	}
3096	+	dout << "OSOF: " << endl;
3097	+	if(PlottingSetup::RestrictToMassPeak) {
3098	+	dout << " Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3099	+	dout << " sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
3100	+	} else {
3101	+	dout << " Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3102	+	}
3103	+	dout << "Therefore: " << endl;
3104	+	if(PlottingSetup::RestrictToMassPeak) {
3105	+	dout << " Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
3106	+	dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
3107	+	dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
3108	+	dout << " = " << LcorrJZBeemm->Integral() + (1.0/3)*(RcorrJZBSBeemm->Integral() - LcorrJZBSBeemm->Integral() + RcorrJZBem->Integral() - LcorrJZBem->Integral() + RcorrJZBSBem->Integral() - LcorrJZBSBem->Integral()) << endl;
3109	+	} else {
3110	+	dout << " Prediction increases by : " << LcorrJZBeemm->Integral();
3111	+	dout << " + (" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
3112	+	dout << " = " << LcorrJZBeemm->Integral() + RcorrJZBem->Integral() - LcorrJZBem->Integral() << endl;
3113	+	}
3114	+	dout << " Observation increases by : " << RcorrJZBeemm->Integral() << endl;
3115	+
3116	+	dout << endl;
3117	+	for(int i=0;i<(int)bins.size();i++) {
3118	+	dout << " JZB > " << bins[i] << " : " << endl;
3119	+	dout << " Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
3120	+	if(PlottingSetup::RestrictToMassPeak) {
3121	+	dout << " Prediction increases by : " << LcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + (1.0/3)*(RcorrJZBSBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBSBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBSBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBSBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX())) << endl;
3122	+	} else {
3123	+	dout << " Prediction increases by : " << LcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
3124	+	}
3125	+	}
3126	+
3127	+	delete can;
3128	+	delete allevents;
3129	+	if(ossf) delete ossf;
3130	+	if(RcorrJZBem) delete RcorrJZBem;
3131	+	if(LcorrJZBem) delete LcorrJZBem;
3132	+	if(RcorrJZBeemm) delete RcorrJZBeemm;
3133	+	if(LcorrJZBeemm) delete LcorrJZBeemm;
3134	+	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
3135	+	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
3136	+	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3137	+	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3138	+	}
3139	+
3140	+	void check_ptsanity() {
3141	+	TCanvas *ptsancan = new TCanvas("ptsancan","ptsancan",600,1800);
3142	+	TH1F *individualpt1histos[allsamples.collection.size()];
3143	+	TH1F *individualpt2histos[allsamples.collection.size()];
3144	+	TH1F *fpt1 = new TH1F("fpt1","fpt1",50,0,50);
3145	+	fpt1->GetYaxis()->SetRangeUser(0,1);
3146	+	fpt1->GetXaxis()->SetTitle("p_{T,1}");
3147	+	fpt1->GetXaxis()->CenterTitle();
3148	+
3149	+	TH1F *fpt2 = new TH1F("fpt2","fpt2",50,0,50);
3150	+	fpt2->GetXaxis()->SetTitle("p_{T,2}");
3151	+	fpt2->GetXaxis()->CenterTitle();
3152	+
3153	+	ptsancan->Divide(1,3);
3154	+	ptsancan->cd(1);
3155	+	float maxpt1entry=0;
3156	+	float maxpt2entry=0;
3157	+
3158	+	TLegend *leg = make_legend();
3159	+	leg->SetX1(0.0);
3160	+	leg->SetY1(0.0);
3161	+	leg->SetX2(1.0);
3162	+	leg->SetY2(1.0);
3163	+
3164	+
3165	+	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3166	+	string nowname=(allsamples.collection)[isample].filename;
3167	+	cout << "Drawing: " << nowname << " (sample " << isample+1 << " / " << allsamples.collection.size() << ")" << endl;
3168	+	individualpt1histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt1",50,0,50, "p_{T,1}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
3169	+	individualpt2histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt2",50,0,50, "p_{T,2}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
3170	+	individualpt1histos[isample]->SetLineColor(isample+1);
3171	+	individualpt2histos[isample]->SetLineColor(isample+1);
3172	+	float currmaxpt1entry=individualpt1histos[isample]->GetMaximum()/individualpt1histos[isample]->Integral();
3173	+	float currmaxpt2entry=individualpt2histos[isample]->GetMaximum()/individualpt2histos[isample]->Integral();
3174	+	cout << " pt 1 histo contains; " << individualpt1histos[isample]->Integral() << endl;
3175	+	cout << " pt 2 histo contains; " << individualpt2histos[isample]->Integral() << endl;
3176	+	if(currmaxpt1entry>maxpt1entry)maxpt1entry=currmaxpt1entry;
3177	+	if(currmaxpt2entry>maxpt2entry)maxpt2entry=currmaxpt2entry;
3178	+	leg->AddEntry(individualpt2histos[isample],((allsamples.collection)[isample].filename).c_str(),"f");
3179	+	}
3180	+
3181	+	fpt1->GetYaxis()->SetRangeUser(0,maxpt1entry);
3182	+	fpt2->GetYaxis()->SetRangeUser(0,maxpt2entry);
3183	+
3184	+	ptsancan->cd(1);
3185	+	fpt1->Draw();
3186	+	ptsancan->cd(2);
3187	+	fpt2->Draw();
3188	+
3189	+	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3190	+	ptsancan->cd(1);
3191	+	individualpt1histos[isample]->DrawNormalized("same,histo");
3192	+	ptsancan->cd(2);
3193	+	individualpt2histos[isample]->DrawNormalized("same,histo");
3194	+	}
3195	+	ptsancan->cd(3);
3196	+	leg->Draw();
3197	+	CompleteSave(ptsancan,"PtSanityCheck");
3198	+
3199	+	delete ptsancan;
3200	+	}
3201	+
3202	+	void do_mlls_plot(string mcjzb) {
3203	+	cout << "At this point we'd plot the mll distribution" << endl;
3204	+	TCanvas *sigcan = new TCanvas("sigcan","sigcan");
3205	+	for(int isig=0;isig<(int)(signalsamples.collection).size();isig++) {
3206	+	if(!(signalsamples.collection)[isig].events) continue;
3207	+	string nowname=(signalsamples.collection)[isig].filename;
3208	+	TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets,mc,luminosity,signalsamples.FindSample(nowname));
3209	+	// TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events","",mc,luminosity,signalsamples.FindSample(nowname));
3210	+	mll->SetLineColor(TColor::GetColor("#04B404"));
3211	+	stringstream poscutS;
3212	+	poscutS << "((" << mcjzb <<")>50)";
3213	+	TCut poscut(poscutS.str().c_str());
3214	+	TH1F *mllP = signalsamples.Draw("mllhistoP","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets&&poscut,mc,luminosity,signalsamples.FindSample(nowname));
3215	+	mllP->SetLineColor(TColor::GetColor("#0040FF"));
3216	+	mll->Draw("histo");
3217	+	mllP->Draw("histo,same");
3218	+	TLegend *leg = make_legend();
3219	+	leg->SetY1(0.8);
3220	+	leg->AddEntry(mll,(signalsamples.collection)[isig].samplename.c_str(),"L");
3221	+	leg->AddEntry(mllP,((signalsamples.collection)[isig].samplename+", JZB>50").c_str(),"L");
3222	+	leg->Draw();
3223	+	TLine *lin = new TLine(71.2,0,71.2,mll->GetMaximum());
3224	+	TLine *lin2 = new TLine(111.2,0,111.2,mll->GetMaximum());
3225	+	lin->Draw("same");
3226	+	lin2->Draw("same");
3227	+
3228	+	CompleteSave(sigcan,"MllShape/"+(signalsamples.collection)[isig].samplename);
3229	+	delete mll;
3230	+	delete mllP;
3231	+	}
3232	+	}
3233	+
3234	+	void met_vs_jzb_plots() {
3235	+
3236	+	TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
3237	+	canmetjzb->SetRightMargin(0.16);
3238	+
3239	+	vector<string> findme;
3240	+	findme.push_back("DY");
3241	+	findme.push_back("TTJets");
3242	+	findme.push_back("LM");
3243	+
3244	+	for(int ifind=0;ifind<(int)findme.size();ifind++) {
3245	+	vector<int> selsamples = allsamples.FindSample(findme[ifind]);
3246	+	TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
3247	+	for(int isel=0;isel<(int)selsamples.size();isel++) {
3248	+	cout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3249	+	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF);
3250	+	}
3251	+	metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
3252	+	metvsjzb->SetStats(0);
3253	+	metvsjzb->GetXaxis()->SetTitle("MET (GeV)");
3254	+	metvsjzb->GetYaxis()->SetTitle("JZB (GeV)");
3255	+	metvsjzb->GetXaxis()->CenterTitle();
3256	+	metvsjzb->GetYaxis()->CenterTitle();
3257	+	metvsjzb->Draw("COLZ");
3258	+	TText* title = write_text(0.5,0.95,allsamples.collection[selsamples[0]].samplename);
3259	+	title->SetTextAlign(12);
3260	+	title->Draw();
3261	+	CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
3262	+	}
3263	+	}
3264	+
3265
3266		void test() {
3267

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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents): Revision 1.2 by buchmann, Thu Feb 9 16:02:21 2012 UTC vs. Revision 1.31 by buchmann, Wed Jun 27 14:39:51 2012 UTC

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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.2 by buchmann, Thu Feb 9 16:02:21 2012 UTC vs.
Revision 1.31 by buchmann, Wed Jun 27 14:39:51 2012 UTC