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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.29 by buchmann, Mon Jun 18 16:26:07 2012 UTC vs.
Revision 1.37 by buchmann, Thu Jul 12 12:57:05 2012 UTC

#	Line 28 | Line 28 | void todo() {
28		dout << "Info : The pt requirement is currently set to " << (const char*) passtrig << endl;
29		dout << "Info : The mll requirement is currently set to " << (const char*) cutmass << endl;
30		dout << "Info : The lepton requirement is currently set to " << (const char*) leptoncut << endl;
31	+	dout << "Info : The weight applied to all MC is " << (const char*) cutWeight << endl;
32		}
33
34
#	Line 85 | Line 86 | void find_one_peak_combination(TCut spec
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
#	Line 98 | Line 102 | void find_peaks(float &MCPeak,float &MCP
102
103		dout << "Finding global peak : " << endl;
104		find_one_peak_combination(TCut(""),mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma, dataSigma,result,doPUreweighting,"");
101	–	dout << "Finding peak for electrons : " << endl;
102	–	find_one_peak_combination(TCut("id1==0"),mceepeak,mceepeakerr, dataeepeak,dataeepeakerr,mcSigma, dataSigma,result,doPUreweighting,"_ele");
103	–	dout << "Finding peak for muons : " << endl;
104	–	find_one_peak_combination(TCut("id1==1"),mcmmpeak,mcmmpeakerr, datammpeak,datammpeakerr,mcSigma, dataSigma,result,doPUreweighting,"_mu");
105	–
106	–	datajzb << "(" << jzbvariabledata;
107	–	mcjzb << "(" << jzbvariablemc;
108	–
109	–	if(dataeepeak>0) datajzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
110	–	else datajzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
111	–
112	–	if(datammpeak>0) datajzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
113	–	else datajzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
114	–
115	–	if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
116	–	else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
105
106	<	datajzb << ")";
107	<
108	<	if(mceepeak>0) mcjzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
109	<	else mcjzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
110	<
111	<	if(mcmmpeak>0) mcjzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
112	<	else mcjzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
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
126	–	if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
127	–	else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
151
129	–	mcjzb << ")";
152		}
153
154	<	void make_special_obs_pred_mll_plot(string mcjzb, float jzbthreshold) {
154	>	void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold) {
155		float min=70.0;
156		float max=115.0;
157		if(!PlottingSetup::RestrictToMassPeak) {
158	<	min=10;
159	<	max=150;
158	>	min=20;
159	>	max=200;
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());
166	>	largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
167	>	TCut largerzeroD(largerzeroS.str().c_str());
168
169		stringstream smallerzeroS;
170	<	smallerzeroS << "(" << mcjzb << "<-" << jzbthreshold << ")";
171	<	TCut smallerzero(smallerzeroS.str().c_str());
172	<
173	<	TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,data,luminosity);
174	<	THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,mc,luminosity);
175	<	TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,data,luminosity);
176	<	TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,data,luminosity);
177	<	TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,data,luminosity);
170	>	smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
171	>	TCut smallerzeroD(smallerzeroS.str().c_str());
172	>
173	>
174	>	stringstream largerzeroMS;
175	>	largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
176	>	TCut largerzeroM(largerzeroMS.str().c_str());
177	>
178	>	TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,data,luminosity);
179	>	THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
180	>	TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,data,luminosity);
181	>	TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,data,luminosity);
182	>	TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,data,luminosity);
183
184		TH1F *RcorrJZBSBem;
185		TH1F *LcorrJZBSBem;
#	Line 162 | Line 189 | void make_special_obs_pred_mll_plot(stri
189		//  TH1F *RcorrJZBeemmNoS;
190
191		if(PlottingSetup::RestrictToMassPeak) {
192	<	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,data, luminosity);
193	<	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,data, luminosity);
194	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,data, luminosity);
195	<	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,data, luminosity);
192	>	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,data, luminosity);
193	>	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,data, luminosity);
194	>	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,data, luminosity);
195	>	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,data, luminosity);
196		}
197
198		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
#	Line 197 | Line 224 | void make_special_obs_pred_mll_plot(stri
224		stringstream saveas;
225		saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
226		CompleteSave(ckin,saveas.str());
227	+
228	+
229	+
230	+	RcorrJZBeemm->Draw();
231	+	Bpred->Draw("histo,same");
232	+	RcorrJZBeemm->Draw("same");
233	+
234	+	TLegend *leg2 = make_legend();
235	+	leg2->SetX1(0.58);
236	+	leg2->AddEntry(RcorrJZBeemm,"observed (data)","l");
237	+	leg2->AddEntry(Bpred,"predicted (data)","l");
238	+	leg2->Draw("same");
239	+
240	+	saveas.str("");
241	+	saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold << "_nomc";
242	+	CompleteSave(ckin,saveas.str());
243	+
244	+
245
246		delete RcorrJZBeemm;
247		delete LcorrJZBeemm;
#	Line 338 | Line 383 | void make_kin_plot(string variable, stri
383		draw_separation_lines=true;
384		}
385		if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
386	<	if(Contains(filename,"mll_aboveJZB100")) cut=cutOSSF&&cutnJets&&ibasiccut;
386	>	if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
387	>	if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
388	>	if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
389		if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
390		if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutOSSF;
391		if(filename=="mll_inclusive_osof") cut=cutOSOF;
#	Line 450 | Line 497 | void make_JES_plot() {
497		TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
498		datahisto->SetMarkerSize(DataMarkerSize);
499		THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
500	<	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
501	<	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
500	>	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNump1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
501	>	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNumn1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
502
503		datahisto->SetMinimum(1);
504		datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
#	Line 518 | Line 565 | void do_kinematic_plots(string mcjzb, st
565		if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
566		stringstream jzbcut;
567		jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
568	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
569	<	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);
570	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
571	<	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);
568	>	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
569	>	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB100",doPF,true);
570	>	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB100",doPF,true);
571	>	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB100",doPF,true);
572		stringstream jzbcut2;
573		jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
574	<	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
575	<	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);
574	>	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
575	>	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB150",doPF,true);
576	>	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB150",doPF,true);
577	>	make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB150",doPF,true);
578		stringstream jzbcut3;
579		jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
580	<	make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
581	<	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);
580	>	make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
581	>	make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB50",doPF,true,true);
582	>	make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB50",doPF,true);
583	>	make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB50",doPF,true);
584	>
585	>
586	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
587	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
588	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
589	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
590	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
591	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
592
593	<	make_special_obs_pred_mll_plot(mcjzb,0);
535	<	make_special_obs_pred_mll_plot(mcjzb,50);
536	<	make_special_obs_pred_mll_plot(mcjzb,100);
537	<	make_special_obs_pred_mll_plot(mcjzb,150);
538	<	make_special_obs_pred_mll_plot(mcjzb,200);
539	<	make_special_obs_pred_mll_plot(mcjzb,250);
593	>	make_JES_plot();
594		}
595
596		void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
#	Line 570 | Line 624 | void make_comp_plot( string var, string
624		TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
625		ccomp->SetLogy(log);
626		TH1F *datahisto = allsamples.Draw("datahisto",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
627	<	TH1F *lm4histo = signalsamples.Draw("lm4histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
627	>	TH1F *lm4histo = signalsamples.Draw("lm4histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM"));
628		THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],  mc,  luminosity);
629		datahisto->SetMarkerSize(DataMarkerSize);
630		if (ymax>ymin) datahisto->SetMaximum(ymax);
#	Line 604 | Line 658 | void region_comparison_plots(string mcjz
658		dout << "Creating comparison plots for signal and control regions" << endl;
659		// Compare a few quantities in the signal region and all 7 control regions
660
661	<	switch_overunderflow(true);  // switching overflow/underflow bins on
661	>	//  switch_overunderflow(true);  // switching overflow/underflow bins on
662
663
664		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
#	Line 917 | Line 971 | if you want to start from scratch (witho
971
972		void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
973		{
974	<	switch_overunderflow(true);
974	>	//  switch_overunderflow(true);
975		bool is_data=false;
976		bool use_signal=false;
977		if(use_data==1) is_data=true;
#	Line 927 | Line 981 | void do_prediction_plot(string jzb, TCan
981		float low=0;
982		float hi=500;
983
930	–	stringstream largerzeroS;
931	–	largerzeroS << "("<<jzb<<">0)";
932	–	TCut largerzero(largerzeroS.str().c_str());
933	–	stringstream smallerzeroS;
934	–	smallerzeroS << "("<<jzb<<"<0)";
935	–	TCut smallerzero(smallerzeroS.str().c_str());
936	–
984		TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
985	<	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
986	<	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
987	<	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
988	<	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
985	>	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
986	>	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
987	>	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
988	>	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
989
990		blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
991		blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
#	Line 955 | Line 1002 | void do_prediction_plot(string jzb, TCan
1002
1003		//these are for the ratio
1004
1005	<	TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1006	<	TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1007	<	TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1008	<	TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1005	>	TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1006	>	TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1007	>	TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1008	>	TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1009
1010		TH1F *JRcorrJZBSBem;
1011		TH1F *JLcorrJZBSBem;
1012		TH1F *JRcorrJZBSBeemm;
1013		TH1F *JLcorrJZBSBeemm;
1014
1015	<	if(use_data==2 || overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,false);
1015	>	if(use_data==2 || overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,false);
1016
1017
1018		if(PlottingSetup::RestrictToMassPeak) {
1019	<	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1020	<	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1021	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1022	<	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1019	>	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1020	>	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1021	>	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1022	>	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1023
1024		//these are for the ratio
1025	<	JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1026	<	JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1027	<	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1028	<	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1025	>	JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1026	>	JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1027	>	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1028	>	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1029		}
1030
1031		TH1F *lm4RcorrJZBeemm;
1032	<	if(overlay_signal || use_data == 2 || use_data == 1) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,allsamples.FindSample("LM"));
1032	>	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"));
1033
1034		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
1035
#	Line 1104 | Line 1151 | void do_prediction_plot(string jzb, TCan
1151		legBpred->AddEntry(Bpred,"predicted","l");
1152		//    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1153		//    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1154	<	legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1154	>	legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
1155		legBpred->Draw();
1156		DrawPrelim();
1157
#	Line 1143 | Line 1190 | void do_prediction_plot(string jzb, TCan
1190		speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
1191		speciallegBpred->AddEntry(Bpred,"Total background","l");
1192		speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
1193	<	speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1193	>	if(PlottingSetup::RestrictToMassPeak) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1194	>	else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
1195		//    speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
1196		speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1197		speciallegBpred->Draw();
1198		save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
1199
1200		TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1201	<	THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1201	>	specialcanv->SetLogy(1);
1202	>	//    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1203		blankback->Draw();
1204	<	kostack.Draw("same");
1204	>	//    kostack.Draw("same");
1205	>	predcomposition.Draw();
1206		Bpred->Draw("hist,same");
1207	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1207	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1208		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1209		legBpred->Draw();
1210		DrawPrelim();
1211		CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
1212		Bpred->SetLineWidth((int)CurrentBpredLineWidth);
1213
1214	+
1215	+	//for(int i=1;i<=Bpred->GetNbinsX();i++) cout << Bpred->GetBinLowEdge(i) << ";" << Bpred->GetBinLowEdge(i)+Bpred->GetBinWidth(i) << ";;" << RcorrJZBeemm->GetBinContent(i) << ";" << LcorrJZBeemm->GetBinContent(i) << ";" << RcorrJZBem->GetBinContent(i) << ";" << LcorrJZBem->GetBinContent(i) << endl;
1216	+
1217		delete speciallegBpred;
1218		delete Zjetspred;
1219		delete TTbarpred;
#	Line 1291 | Line 1344 | void do_prediction_plot(string jzb, TCan
1344		}
1345		}
1346
1347	+	TFile *f = new TFile("tester.root","RECREATE");
1348	+	RcorrJZBeemm->Write();
1349	+	Bpred->Write();
1350	+	f->Close();
1351	+
1352		delete RcorrJZBeemm;
1353		delete LcorrJZBeemm;
1354		delete RcorrJZBem;
#	Line 1303 | Line 1361 | void do_prediction_plot(string jzb, TCan
1361
1362		delete blankback;
1363
1364	+	delete BpredSys;
1365		if(PlottingSetup::RestrictToMassPeak) {
1366		delete RcorrJZBSBem;
1367		delete LcorrJZBSBem;
#	Line 1775 | Line 1834 | void diboson_plots(string mcjzb, string
1834		}
1835
1836		}
1837	+
1838	+
1839	+	void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
1840	+	TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
1841	+	jzbpad->cd();
1842	+	jzbpad->SetLogy(1);
1843	+	string xlabel="JZB [GeV]";
1844	+
1845	+	TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
1846	+	datahisto1->SetLineColor(kRed);
1847	+	datahisto1->SetMarkerColor(kRed);
1848	+	TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
1849	+	datahisto2->SetLineColor(kBlue);
1850	+	datahisto2->SetMarkerColor(kBlue);
1851	+
1852	+	datahisto2->SetMarkerSize(DataMarkerSize);
1853	+	datahisto1->DrawNormalized("e1");
1854	+	datahisto2->DrawNormalized("histo,same");
1855	+	datahisto1->DrawNormalized("same,e1");
1856	+
1857	+	TLegend *leg = make_legend();
1858	+	leg->AddEntry(datahisto1,legentry1.c_str());
1859	+	leg->AddEntry(datahisto2,legentry2.c_str());
1860	+	leg->Draw();
1861	+
1862	+	save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
1863	+
1864	+	datahisto1->Delete();
1865	+	datahisto2->Delete();
1866	+	}
1867	+
1868	+
1869		void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
1870		TCanvas *can = new TCanvas("can","JZB Plots Canvas");
1871		float max=jzbHigh ;
#	Line 1798 | Line 1889 | void jzb_plots(string mcjzb, string data
1889		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1890		if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
1891		if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
1892	+	draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm",can,binning);
1893	+	draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm_coarse",can,coarse_binning);
1894	+	draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm_coarsest",can,coarsest_binning);
1895	+
1896		}
1897
1898		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
#	Line 2144 | Line 2239 | void draw_ttbar_and_zjets_shape(string m
2239		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
2240		}
2241
2242	<	float find_one_correction_factor(string FindKeyword, TCut SpecialCut, string SaveAs) {
2242	>	float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
2243		TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2244		cancorr->SetLogz();
2245		cancorr->SetRightMargin(0.13);
2246	<	TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)"&&SpecialCut);
2246	>	TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)"&&SpecialCut&&passtrig);
2247		if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2248		TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2249		vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2250	<	for(int iSample=0;iSample<SampleIndices.size();iSample++) {
2251	<	dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << endl;
2250	>	for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2251	>	if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2252	>	if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2253	>
2254	>	dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2255		(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",zptforresponsepresentation*cutWeight);
2256		}
2257
#	Line 2188 | Line 2286 | float find_one_correction_factor(string
2286
2287		void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2288
2289	+	dout << "Computing response corrections: " << endl;
2290		//Step 1 : Get results
2291	<	float datacorrection=find_one_correction_factor("Data","","Data");
2292	<	float mccorrection=find_one_correction_factor("DY","","MC");
2291	>	float datacorrection=find_one_correction_factor("Data",true,"","Data");
2292	>	float mccorrection=find_one_correction_factor("DY",false,"","MC");
2293
2294	<	float dataEEcorrection=find_one_correction_factor("Data","id1==0","Data_ee");
2295	<	float mcEEcorrection=find_one_correction_factor("DY","id1==0","MC_ee");
2294	>	float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
2295	>	float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
2296
2297	<	float dataMMcorrection=find_one_correction_factor("Data","id1==1","Data_mm");
2298	<	float mcMMcorrection=find_one_correction_factor("DY","id1==1","MC_mm");
2297	>	float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
2298	>	float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
2299
2300		cout << "Corrections : " << endl;
2301		cout << "   Data : " << datacorrection << endl;
#	Line 2204 | Line 2303 | void find_correction_factors(string &jzb
2303		cout << "   MC : " << mccorrection << endl;
2304		cout << "     ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
2305
2207	–	cout << "        result from new one for data: " << 0.937097 << endl;
2208	–	cout << "        result from old one for data: " << 0.937097 << endl;
2209	–	cout << "        result from new one for MC: " << 0.96848 << endl;
2210	–	cout << "        result from old one for MC: " << 0.963502 << endl;
2211	–
2212	–
2306		//Step 2: Processing the result and making it into something useful :-)
2307		stringstream jzbvardatas;
2308		jzbvardatas << "(";
#	Line 2222 | Line 2315 | void find_correction_factors(string &jzb
2315
2316		float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
2317
2318	<	if(averagecorrection>1) jzbvardatas<<"+((id1!=id2)*(jzb[1]-" << averagecorrection-1 << "*pt))";
2319	<	if(averagecorrection<1) jzbvardatas<<"+((id1!=id2)*(jzb[1]-" << 1-averagecorrection << "*pt))";
2318	>	if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)*(jzb[1]-" << datacorrection-1 << "*pt))";
2319	>	if(datacorrection<1) jzbvardatas<<"+((id1!=id2)*(jzb[1]+" << 1-datacorrection << "*pt))";
2320
2321		jzbvardatas << ")";
2322		jzbvardata=jzbvardatas.str();
#	Line 2239 | Line 2332 | void find_correction_factors(string &jzb
2332
2333		float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
2334
2335	<	if(averagemccorrection>1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]-" << averagemccorrection-1 << "*pt))";
2336	<	if(averagemccorrection<1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]-" << 1-averagemccorrection << "*pt))";
2335	>	if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]-" << mccorrection-1 << "*pt))";
2336	>	if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]+" << 1-mccorrection << "*pt))";
2337
2338		jzbvarmcs << ")";
2339		jzbvarmc=jzbvarmcs.str();
#	Line 2342 | Line 2435 | void ttbar_sidebands_comparison(string m
2435		//in the case of the on peak analysis, we compare the 3 control regions to the real value
2436		//in the case of the OFF peak analysis, we compare our control region to the real value
2437		TCut weightbackup=cutWeight;
2345	–	//  cutWeight="1.0";
2346	–	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2438
2439	+	bool doPURW=false;
2440	+
2441	+
2442	+	if(!doPURW) {
2443	+	cutWeight="1.0";
2444	+	// Do it without PU re-weighting
2445	+	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2446	+	stringstream resultsNoPU;
2447	+	stringstream noPUdatajzb;
2448	+	stringstream noPUmcjzb;
2449	+
2450	+	stringstream mcjzbnoPU;
2451	+	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2452	+	mcjzb = noPUmcjzb.str();
2453	+	}
2454	+
2455	+
2456	+
2457	+
2458	+
2459	+
2460	+	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2461
2462		TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2463		TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
#	Line 2382 | Line 2495 | void ttbar_sidebands_comparison(string m
2495		}
2496
2497		vector<TH1F*> histos;
2498	+	TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2499	+	TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2500		histos.push_back(TZem);
2501		histos.push_back(TZeemm);
2502		if(PlottingSetup::RestrictToMassPeak) {
2503	+	TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2504	+	TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2505		histos.push_back(TSem);
2506		histos.push_back(TSeemm);
2507		}
#	Line 2427 | Line 2544 | void ttbar_sidebands_comparison(string m
2544		TSeemm->Draw("same");
2545		}
2546
2547	<	float linepos=0.25;
2548	<	if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
2549	<	if(!PlottingSetup::RestrictToMassPeak) linepos=0.1; //sys uncertainty for iJZB
2547	>	float linepos=emuncertONPEAK;
2548	>	if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
2549	>
2550		TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
2551		TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2552		TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
#	Line 2511 | Line 2628 | void ttbar_sidebands_comparison(string m
2628		tcan->SetLogy(0);
2629		rightofzp->Divide(rightsfzp);
2630		rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2631	<	rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
2631	>	rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2632		rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2633		rightofzp->Draw();
2634		if(PlottingSetup::RestrictToMassPeak) {
#	Line 2571 | Line 2688 | void ttbar_sidebands_comparison(string m
2688
2689		void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
2690		vector<float> nicer_binning;
2691	<	nicer_binning.push_back(-125);
2691	>
2692	>	/*  nicer_binning.push_back(-400);
2693	>	nicer_binning.push_back(-250);
2694	>	nicer_binning.push_back(-200);
2695	>	nicer_binning.push_back(-150);
2696	>	nicer_binning.push_back(-100);
2697	>	nicer_binning.push_back(-50);
2698	>	nicer_binning.push_back(-20);
2699	>
2700	>	nicer_binning.push_back(0);
2701	>	nicer_binning.push_back(20);
2702	>	nicer_binning.push_back(50);
2703	>	nicer_binning.push_back(100);
2704	>	nicer_binning.push_back(150);
2705	>	nicer_binning.push_back(200);
2706	>	nicer_binning.push_back(250);
2707	>	nicer_binning.push_back(400);*/
2708	>
2709		nicer_binning.push_back(-100);
2576	–	nicer_binning.push_back(-75);
2710		nicer_binning.push_back(-50);
2711		nicer_binning.push_back(-25);
2712		nicer_binning.push_back(0);
#	Line 2588 | Line 2721 | void ttbar_sidebands_comparison(string m
2721		nicer_binning.push_back(230);
2722		nicer_binning.push_back(280);
2723		nicer_binning.push_back(400);
2724	+
2725		ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
2726		}
2727
2728
2729	<	void zjets_prediction_comparison(string mcjzbWithPU) {
2729	>	void zjets_prediction_comparison(string mcjzbWithPUa) {
2730		TCanvas *zcan = new TCanvas("zcan","zcan");
2731	<	zcan->SetLogy(1);
2731	>	//  zcan->SetLogy(1);
2732		TCut weightbackup=cutWeight;
2733	+
2734	+	bool UsePURW=false;
2735	+
2736	+
2737	+	string mcjzb;
2738	+	if(UsePURW) {
2739	+	mcjzb=mcjzbWithPUa;
2740	+	} else {
2741	+	// Do it without PU re-weighting
2742	+	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2743	+	stringstream resultsNoPU;
2744	+	stringstream noPUdatajzb;
2745	+	stringstream noPUmcjzb;
2746	+
2747	+	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
2748	+	dout << "The peak corrected JZB expression for MC without pileup is : " <<  noPUmcjzb.str() << endl;
2749	+
2750	+	mcjzb = noPUmcjzb.str();
2751	+
2752	+	cutWeight="1.0";
2753	+	}
2754
2600	–	/*
2601	–	// Do it without PU re-weighting
2602	–	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2603	–	stringstream resultsNoPU;
2604	–
2605	–	stringstream mcjzbnoPU;
2606	–	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,true);
2607	–	if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
2608	–	else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
2609	–
2610	–	string mcjzb = mcjzbnoPU.str();
2611	–	dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzb << endl;
2612	–
2613	–	cutWeight="1.0";
2614	–	*/
2615	–	string mcjzb = mcjzbWithPU; // this is with PURW, if you want without it you have to uncomment the part above (and comment out this line)
2755
2756		vector<float> binning;
2757		binning.push_back(0);
2758	+	binning.push_back(10);
2759		binning.push_back(20);
2760	+	//  binning.push_back(30);
2761		binning.push_back(40);
2762	<	binning.push_back(60);
2763	<	binning.push_back(80);
2762	>	//   binning.push_back(50);
2763	>	//   binning.push_back(60);
2764	>	//   binning.push_back(70);
2765	>	//   binning.push_back(80);
2766	>	//   binning.push_back(90);
2767		binning.push_back(100);
2768	<	//  float sbg_min=0.;
2625	<	//  float sbg_max=100.;
2626	<	//  int sbg_nbins=5;
2768	>
2769		float simulatedlumi = luminosity;//in pb please - adjust to your likings
2770
2771		TCut kPos((mcjzb+">0").c_str());
2772		TCut kNeg((mcjzb+"<0").c_str());
2773		string var( "abs("+mcjzb+")" );
2774	+
2775	+	TCut notTau("abs(genMID1)!=15");
2776	+	TCut ONLYTau("mll>20");
2777	+
2778
2779	<	TCut kcut(cutmass&&cutOSSF&&cutnJets);
2780	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2781	<	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2779	>	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2780	>	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2781	>
2782		hJZBpos->SetLineColor(kBlack);
2783		hJZBneg->SetLineColor(kRed);
2784
#	Line 2641 | Line 2787 | void zjets_prediction_comparison(string
2787		hJZBneg->Draw("same,hist");
2788		hJZBpos->Draw("same,e1"); // So it's on top...
2789
2790	<	TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
2790	>	TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
2791		leg->AddEntry(hJZBpos,"Observed","pe");
2792		leg->AddEntry(hJZBneg,"Predicted","l");
2793		leg->Draw("same");
2794		DrawMCPrelim(simulatedlumi);
2795	<	CompleteSave(zcan,"Systematics/zjets_prediction");
2795	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
2796
2797		TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
2798		hratio->Divide(hJZBneg);
2799
2800	+	for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
2801	+	cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
2802	+	}
2803	+
2804		zcan->SetLogy(0);
2805		hratio->GetYaxis()->SetRangeUser(0,2.5);
2806		hratio->GetYaxis()->SetTitle("Observed/Predicted");
#	Line 2669 | Line 2819 | void zjets_prediction_comparison(string
2819		center->Draw("same");
2820		bottom->Draw("same");
2821
2822	<	TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
2822	>	TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
2823		leg2->AddEntry(hratio,"obs / pred","pe");
2824		leg2->AddEntry(bottom,"syst. envelope","l");
2825		leg2->Draw("same");
2826		DrawMCPrelim(simulatedlumi);
2827	<	CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
2827	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
2828	>
2829	>	TCut reducedNJets(cutnJets);
2830	>
2831	>	TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2832	>	TH1F *LcorrJZBeemm     = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2833	>	TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2834	>	TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2835	>
2836	>	TH1F *RcorrJZBSBem;
2837	>	TH1F *LcorrJZBSBem;
2838	>	TH1F *RcorrJZBSBeemm;
2839	>	TH1F *LcorrJZBSBeemm;
2840	>
2841	>	if(PlottingSetup::RestrictToMassPeak) {
2842	>	RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2843	>	LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2844	>	RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2845	>	LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2846	>	}
2847	>
2848	>	TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
2849	>	if(PlottingSetup::RestrictToMassPeak) {
2850	>	Bpred->Add(RcorrJZBem,1.0/3.);
2851	>	Bpred->Add(LcorrJZBem,-1.0/3.);
2852	>	Bpred->Add(RcorrJZBSBem,1.0/3.);
2853	>	Bpred->Add(LcorrJZBSBem,-1.0/3.);
2854	>	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
2855	>	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
2856	>	} else {
2857	>	Bpred->Add(RcorrJZBem,1.0);
2858	>	Bpred->Add(LcorrJZBem,-1.0);
2859	>	}
2860	>
2861	>	Bpred->SetLineColor(kRed);
2862	>
2863	>	TAUhJZBpos->SetLineColor(kBlack);
2864	>	Bpred->SetLineColor(kRed);
2865	>
2866	>	TAUhJZBpos->SetMinimum(1.0);
2867	>	TAUhJZBpos->Draw("e1");
2868	>	Bpred->Draw("same,hist");
2869	>	TAUhJZBpos->Draw("same,e1");
2870	>
2871	>	TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
2872	>	TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
2873	>	TAUleg->AddEntry(Bpred,"Predicted","l");
2874	>	TAUleg->Draw("same");
2875	>	DrawMCPrelim(simulatedlumi);
2876	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
2877	>
2878	>	TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
2879	>	TAUhratio->Divide(Bpred);
2880	>
2881	>	for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
2882	>	cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << "   vs    predicted : " << Bpred->GetBinContent(i) << "   (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
2883	>	}
2884	>
2885	>	zcan->SetLogy(0);
2886	>	TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
2887	>	TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
2888	>	TAUhratio->Draw("e1");
2889	>
2890	>	top->Draw("same");
2891	>	center->Draw("same");
2892	>	bottom->Draw("same");
2893	>
2894	>	TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow #tau#tau",0.25,0.75,false);
2895	>	TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
2896	>	TAUleg2->AddEntry(bottom,"syst. envelope","l");
2897	>	TAUleg2->Draw("same");
2898	>	DrawMCPrelim(simulatedlumi);
2899	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
2900	>
2901	>	delete Bpred;
2902	>	delete TAUhJZBpos;
2903	>	delete LcorrJZBeemm;
2904	>	delete RcorrJZBem;
2905	>	delete LcorrJZBem;
2906	>
2907	>	if(PlottingSetup::RestrictToMassPeak) {
2908	>	delete RcorrJZBSBem;
2909	>	delete LcorrJZBSBem;
2910	>	delete RcorrJZBSBeemm;
2911	>	delete LcorrJZBSBeemm;
2912	>	}
2913	>
2914
2915		delete zcan;
2916		cutWeight=weightbackup;
#	Line 3223 | Line 3459 | void test() {
3459
3460		TCanvas *testcanv = new TCanvas("testcanv","testcanv");
3461		testcanv->cd();
3462	<	switch_overunderflow(true);
3462	>	//  switch_overunderflow(true);
3463		TH1F *ptdistr   = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
3464		switch_overunderflow(false);
3465		ptdistr->Draw();

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