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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.30 by buchmann, Tue Jun 19 16:13:35 2012 UTC vs.
Revision 1.35 by buchmann, Mon Jul 9 16:26:00 2012 UTC

#	Line 86 | 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 100 | Line 103 | void find_peaks(float &MCPeak,float &MCP
103		dout << "Finding global peak : " << endl;
104		find_one_peak_combination(TCut(""),mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma, dataSigma,result,doPUreweighting,"");
105
106	<	dout << "Finding peak for electrons : " << endl;
107	<	find_one_peak_combination(TCut("id1==0"),mceepeak,mceepeakerr, dataeepeak,dataeepeakerr,mcSigma, dataSigma,result,doPUreweighting,"_ele");
108	<	dout << "Finding peak for muons : " << endl;
109	<	find_one_peak_combination(TCut("id1==1"),mcmmpeak,mcmmpeakerr, datammpeak,datammpeakerr,mcSigma, dataSigma,result,doPUreweighting,"_mu");
110	<
111	<	datajzb << "(" << jzbvariabledata;
112	<	mcjzb << "(" << jzbvariablemc;
113	<
114	<	if(dataeepeak>0) datajzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
115	<	else datajzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
116	<
117	<	if(datammpeak>0) datajzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
118	<	else datajzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
119	<
120	<	if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
121	<	else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
122	<
123	<	datajzb << ")";
124	<
125	<	if(mceepeak>0) mcjzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
126	<	else mcjzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
127	<
128	<	if(mcmmpeak>0) mcjzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
129	<	else mcjzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
130	<
131	<	if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
132	<	else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
133	<
134	<	mcjzb << ")";
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) {
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,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);
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 165 | 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,data, luminosity);
193	<	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,data, luminosity);
194	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,data, luminosity);
195	<	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,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 200 | 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 341 | 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 453 | 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 521 | 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);
538	<	make_special_obs_pred_mll_plot(mcjzb,50);
539	<	make_special_obs_pred_mll_plot(mcjzb,100);
540	<	make_special_obs_pred_mll_plot(mcjzb,150);
541	<	make_special_obs_pred_mll_plot(mcjzb,200);
542	<	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 573 | 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 607 | 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 920 | 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 1100 | 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 1160 | Line 1211 | void do_prediction_plot(string jzb, TCan
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 1290 | 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 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	+
1893	+	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);
1894	+	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);
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);
#	Line 2152 | Line 2247 | float find_one_correction_factor(string
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++) {
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		}
#	Line 2190 | Line 2288 | void find_correction_factors(string &jzb
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 2337 | 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;
2340	–	//  cutWeight="1.0";
2341	–	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	+	if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
2453	+	else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
2454	+	dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzbnoPU.str() << endl;
2455	+
2456	+	mcjzb = mcjzbnoPU.str();
2457	+
2458	+	}
2459	+
2460	+
2461	+
2462	+
2463	+
2464	+
2465	+	float simulatedlumi = luminosity; //in pb please - adjust to your likings
2466
2467		TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2468		TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
#	Line 2377 | Line 2500 | void ttbar_sidebands_comparison(string m
2500		}
2501
2502		vector<TH1F*> histos;
2503	+	TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2504	+	TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2505		histos.push_back(TZem);
2506		histos.push_back(TZeemm);
2507		if(PlottingSetup::RestrictToMassPeak) {
2508	+	TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2509	+	TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2510		histos.push_back(TSem);
2511		histos.push_back(TSeemm);
2512		}
#	Line 2422 | Line 2549 | void ttbar_sidebands_comparison(string m
2549		TSeemm->Draw("same");
2550		}
2551
2552	<	float linepos=0.25;
2553	<	if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
2554	<	if(!PlottingSetup::RestrictToMassPeak) linepos=0.1; //sys uncertainty for iJZB
2552	>	float linepos=emuncertONPEAK;
2553	>	if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
2554	>
2555		TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
2556		TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2557		TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
#	Line 2566 | Line 2693 | void ttbar_sidebands_comparison(string m
2693
2694		void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
2695		vector<float> nicer_binning;
2696	<	nicer_binning.push_back(-125);
2696	>
2697	>	/*  nicer_binning.push_back(-400);
2698	>	nicer_binning.push_back(-250);
2699	>	nicer_binning.push_back(-200);
2700	>	nicer_binning.push_back(-150);
2701	>	nicer_binning.push_back(-100);
2702	>	nicer_binning.push_back(-50);
2703	>	nicer_binning.push_back(-20);
2704	>
2705	>	nicer_binning.push_back(0);
2706	>	nicer_binning.push_back(20);
2707	>	nicer_binning.push_back(50);
2708	>	nicer_binning.push_back(100);
2709	>	nicer_binning.push_back(150);
2710	>	nicer_binning.push_back(200);
2711	>	nicer_binning.push_back(250);
2712	>	nicer_binning.push_back(400);*/
2713	>
2714		nicer_binning.push_back(-100);
2571	–	nicer_binning.push_back(-75);
2715		nicer_binning.push_back(-50);
2716		nicer_binning.push_back(-25);
2717		nicer_binning.push_back(0);
#	Line 2583 | Line 2726 | void ttbar_sidebands_comparison(string m
2726		nicer_binning.push_back(230);
2727		nicer_binning.push_back(280);
2728		nicer_binning.push_back(400);
2729	+
2730		ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
2731		}
2732
2733
2734	<	void zjets_prediction_comparison(string mcjzbWithPU) {
2734	>	void zjets_prediction_comparison(string mcjzbWithPUa) {
2735		TCanvas *zcan = new TCanvas("zcan","zcan");
2736		zcan->SetLogy(1);
2737		TCut weightbackup=cutWeight;
2738
2739	<	/*
2739	>
2740		// Do it without PU re-weighting
2741		float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2742		stringstream resultsNoPU;
2743	+	stringstream noPUdatajzb;
2744	+	stringstream noPUmcjzb;
2745
2746		stringstream mcjzbnoPU;
2747	<	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,true);
2747	>	//  void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb)
2748	>	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2749		if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
2750		else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
2751	+	dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzbnoPU.str() << endl;
2752
2753		string mcjzb = mcjzbnoPU.str();
2606	–	dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzb << endl;
2754
2755		cutWeight="1.0";
2756	<	*/
2610	<	string mcjzb = mcjzbWithPU; // this is with PURW, if you want without it you have to uncomment the part above (and comment out this line)
2756	>
2757
2758		vector<float> binning;
2759		binning.push_back(0);
2760	+	binning.push_back(10);
2761		binning.push_back(20);
2762		binning.push_back(40);
2763	<	binning.push_back(60);
2617	<	binning.push_back(80);
2763	>	//  binning.push_back(80);
2764		binning.push_back(100);
2765		//  float sbg_min=0.;
2766		//  float sbg_max=100.;
#	Line 3222 | Line 3368 | void test() {
3368
3369		TCanvas *testcanv = new TCanvas("testcanv","testcanv");
3370		testcanv->cd();
3371	<	switch_overunderflow(true);
3371	>	//  switch_overunderflow(true);
3372		TH1F *ptdistr   = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
3373		switch_overunderflow(false);
3374		ptdistr->Draw();

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