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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.56 by buchmann, Wed Sep 5 20:16:25 2012 UTC vs.
Revision 1.87 by buchmann, Mon Feb 25 18:00:09 2013 UTC

#	Line 33 | Line 33 | void todo() {
33
34
35
36	<	void find_one_peak_combination(TCut specialcut, float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &MCSigmaError, float &DataSigma, float& DataSigmaError, stringstream &result, bool doPUreweighting = true, string saveas="")
36	>	void find_one_peak_combination(TCut specialcut, bool SwitchOffNJetsCut, float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &MCSigmaError, float &DataSigma, float& DataSigmaError, stringstream &result, bool doPUreweighting = true, string saveas="")
37		{
38		// Temporarily switch off PU reweighting, if asked
39		TCut weightbackup=cutWeight;
#	Line 42 | Line 42 | void find_one_peak_combination(TCut spec
42		int nbins=100;
43		if(PlottingSetup::DoBTag) nbins=25;
44
45	+	TCut nJetsCut(cutnJets);
46	+	if(SwitchOffNJetsCut) nJetsCut=specialcut;
47	+
48		TCanvas *tempcan = new TCanvas("tempcan","Temporary canvas for peak finding preparations");
49	<	TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&specialcut,mc, luminosity);
50	<	TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&specialcut,data, luminosity);
51	<	TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&specialcut,mc, luminosity);
52	<	TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&specialcut,data, luminosity);
49	>	TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,mc, luminosity);
50	>	TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,data, luminosity);
51	>	TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,mc, luminosity);
52	>	TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,data, luminosity);
53		TH1F *rawttbarjzbeemmMC;
54
55		if(method==doKM) {
56		//we only need this histo for the KM fitting...
57	<	rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
57	>	rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&nJetsCut&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
58		MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
59		DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
60		delete rawttbarjzbeemmMC;
#	Line 84 | Line 87 | void find_one_peak_combination(TCut spec
87		delete tempcan;
88		}
89
90	<	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb)
90	>	void DoPeakVsPU() {
91	>	cout << "Trying to find peak position as a function of PU" << endl;
92	>	float MCPeak, MCPeakError, DataPeak, DataPeakError;
93	>	stringstream result, datajzb, mcjzb;
94	>	bool doPUreweighting=true;
95	>	bool SwitchOffNJetsCut=false;
96	>
97	>
98	>	TCanvas *can = new TCanvas("can","can");
99	>	float mcSigma,mcSigmaError,dataSigma,dataSigmaError;
100	>
101	>	float NumVtxBin[6] = {0,5,10,15,20,30};
102	>
103	>	stringstream NowCut;
104	>
105	>	TGraphErrors *gMCPeak = new TGraphErrors();
106	>	gMCPeak->SetTitle("gMCPeak");
107	>	gMCPeak->SetName("gMCPeak");
108	>	TGraphErrors *gDataPeak = new TGraphErrors();
109	>	gDataPeak->SetTitle("gDataPeak");
110	>	gDataPeak->SetName("gDataPeak");
111	>	TGraphErrors *gMCWidth = new TGraphErrors();
112	>	gMCWidth->SetTitle("gMCWidth");
113	>	gMCWidth->SetName("gMCWidth");
114	>	TGraphErrors *gDataWidth = new TGraphErrors();
115	>	gDataWidth->SetTitle("gDataWidth");
116	>	gDataWidth->SetName("gDataWidth");
117	>
118	>	for(int i=0;i<5;i++) {
119	>	NowCut.str("");
120	>	NowCut << "numVtx>=" << NumVtxBin[i] << "&&numVtx<" << NumVtxBin[i+1];
121	>	find_one_peak_combination(TCut(NowCut.str().c_str()),SwitchOffNJetsCut,MCPeak,MCPeakError, DataPeak,DataPeakError,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
122	>	cout << "    " << MCPeak << " +/- " << MCPeakError << endl;
123	>	cout << "    " << DataPeak << " +/- " << DataPeakError << endl;
124	>
125	>	gMCPeak->SetPoint(i,0.5*(NumVtxBin[i]+NumVtxBin[i+1]),MCPeak);
126	>	gMCPeak->SetPointError(i,0.5*(NumVtxBin[i+1]-NumVtxBin[i]),MCPeakError);
127	>
128	>	gDataPeak->SetPoint(i,0.5*(NumVtxBin[i]+NumVtxBin[i+1]),DataPeak);
129	>	gDataPeak->SetPointError(i,0.5*(NumVtxBin[i+1]-NumVtxBin[i]),DataPeakError);
130	>
131	>	gMCWidth->SetPoint(i,0.5*(NumVtxBin[i]+NumVtxBin[i+1]),mcSigma);
132	>	gMCWidth->SetPointError(i,0.5*(NumVtxBin[i+1]-NumVtxBin[i]),mcSigmaError);
133	>
134	>	gDataWidth->SetPoint(i,0.5*(NumVtxBin[i]+NumVtxBin[i+1]),dataSigma);
135	>	gDataWidth->SetPointError(i,0.5*(NumVtxBin[i+1]-NumVtxBin[i]),dataSigmaError);
136	>	}
137	>
138	>	can->cd();
139	>	gMCPeak->GetXaxis()->SetTitle("N(Vertices)");
140	>	gMCPeak->GetYaxis()->SetTitle("Peak position");
141	>	gMCPeak->GetXaxis()->CenterTitle();
142	>	gMCPeak->GetYaxis()->CenterTitle();
143	>	gDataPeak->GetXaxis()->SetTitle("N(Vertices)");
144	>	gDataPeak->GetYaxis()->SetTitle("Peak position");
145	>	gDataPeak->GetXaxis()->CenterTitle();
146	>	gDataPeak->GetYaxis()->CenterTitle();
147	>
148	>	gDataWidth->GetXaxis()->SetTitle("N(Vertices)");
149	>	gDataWidth->GetYaxis()->SetTitle("#sigma_{JZB}");
150	>	gDataWidth->GetXaxis()->CenterTitle();
151	>	gDataWidth->GetYaxis()->CenterTitle();
152	>	gMCWidth->GetXaxis()->SetTitle("N(Vertices)");
153	>	gMCWidth->GetYaxis()->SetTitle("#sigma_{JZB}");
154	>	gMCWidth->GetXaxis()->CenterTitle();
155	>	gMCWidth->GetYaxis()->CenterTitle();
156	>
157	>	gMCPeak->SetFillColor(TColor::GetColor("#2E9AFE"));
158	>	gDataPeak->SetFillColor(TColor::GetColor("#2E9AFE"));
159	>	gDataWidth->SetFillColor(TColor::GetColor("#2E9AFE"));
160	>	gMCWidth->SetFillColor(TColor::GetColor("#2E9AFE"));
161	>
162	>	gMCPeak->Draw("A2");
163	>	DrawMCPrelim();
164	>	CompleteSave(can,"PUStudy/MCPeak");
165	>	can->cd();
166	>	gMCWidth->Draw("A2");
167	>	DrawMCPrelim();
168	>	CompleteSave(can,"PUStudy/MCWidth");
169	>	can->cd();
170	>
171	>	gDataPeak->Draw("A2");
172	>	DrawPrelim();
173	>	CompleteSave(can,"PUStudy/DataPeak");
174	>	can->cd();
175	>	gDataWidth->Draw("A2");
176	>	DrawPrelim();
177	>	CompleteSave(can,"PUStudy/DataWidth");
178	>
179	>
180	>
181	>	delete can;
182	>
183	>	}
184	>
185	>	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb, string sSpecialCut="", bool SwitchOffNJetsCut=false)
186		{
187	+	bool overunderflowstatus=addoverunderflowbins;
188		switch_overunderflow(false);
189	<
189	>
190	>	TCut SpecialCut("mll>=0");
191	>	if(sSpecialCut!="") SpecialCut=TCut(sSpecialCut.c_str());
192	>
193		bool DoInvidualeemmPeaks=false;
194
195		float mcpeak, datapeak;
#	Line 102 | Line 204 | void find_peaks(float &MCPeak,float &MCP
204		float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
205
206		dout << "Finding global peak : " << endl;
207	<	find_one_peak_combination(TCut(""),mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
207	>	find_one_peak_combination(SpecialCut,SwitchOffNJetsCut,mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
208
209		if(DoInvidualeemmPeaks) {
210		dout << "Finding peak for electrons : " << endl;
211	<	find_one_peak_combination(TCut("id1==0"),mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
211	>	find_one_peak_combination(SpecialCut&&TCut("id1==0"),SwitchOffNJetsCut,mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
212		dout << "Finding peak for muons : " << endl;
213	<	find_one_peak_combination(TCut("id1==1"),mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
213	>	find_one_peak_combination(SpecialCut&&TCut("id1==1"),SwitchOffNJetsCut,mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
214
215		datajzb << "(" << jzbvariabledata;
216		mcjzb << "(" << jzbvariablemc;
#	Line 154 | Line 256 | void find_peaks(float &MCPeak,float &MCP
256		MCPeakError=mcpeakerr;
257		DataPeak=datapeak;
258		DataPeakError=datapeakerr;
259	<
158	<	switch_overunderflow(true);
159	<
259	>	switch_overunderflow(overunderflowstatus);
260		}
261
262		void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
#	Line 223 | Line 323 | void make_special_obs_pred_mll_plot(stri
323
324		RcorrJZBeemm->SetTitleOffset(1.3,"y");
325		RcorrJZBeemm->Draw();
326	<	mcRcorrJZBeemm.Draw("same");
326	>	mcRcorrJZBeemm.Draw("histo,same");
327		Bpred->Draw("histo,same");
328		RcorrJZBeemm->Draw("same");
329
#	Line 280 | Line 380 | void make_special_obs_pred_mll_plot(stri
380		}
381		delete Bpred;
382		delete ckin;
383	+	CleanLegends();
384		}
385
386		void make_special_mll_plot(int nbins, float min, float max, bool logscale,string xlabel) {
#	Line 300 | Line 401 | void make_special_mll_plot(int nbins, fl
401		datahistoOSSF->SetMarkerSize(DataMarkerSize);
402		datahistoOSSF->Draw();
403
404	<	mcstackOSSF.Draw("same");
404	>	mcstackOSSF.Draw("histo,same");
405		datahistoOSSF->Draw("same");
406
407		datahistoOSOF->SetMarkerColor(TColor::GetColor("#FE642E"));
#	Line 326 | Line 427 | void make_special_mll_plot(int nbins, fl
427		delete datahistoOSOF;
428		delete datahistoOSSF;
429		delete ckin;
430	+	CleanLegends();
431		}
432
433
#	Line 367 | Line 469 | void draw_ratio_plot(TH1* hdata, THStack
469		}
470
471		float make_one_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
472	<	string xlabel, string filename, bool plotratio=true, bool loadlastminmax=false, float legendPosition=0.55) {
472	>	string xlabel, string filename, float legendPosition=0.55) {
473
474		TCut ibasiccut=basiccut;
475		bool draw_separation_lines=false;
#	Line 379 | Line 481 | float make_one_OFSF_plot(string variable
481
482		cutOF = cutOSOF&&cutnJets&&ibasiccut;
483		cutSF = cutOSSF&&cutnJets&&ibasiccut;
484	+
485	+	TCanvas *ofsf_can = new TCanvas("ofsf_can","ofsf_can");
486
383	–	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
487		TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
488		rcan->SetLogy(logscale);
489		rcan->cd();
490
491	+	std::cout << "OF/SF comparison: variable = " << variable << ", cut = " << cutSF.GetTitle() << std::endl;
492		TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
493		TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
494	<	string signal("LM3");
495	<	TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
496	<	int idx = signalsamples.FindSample(signal)[0];
497	<	(signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
498	<	signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
499	<	signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
500	<	signalhisto->SetLineStyle(2);
494	>	//   string signal("LM3");
495	>	//   TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
496	>	//   int idx = signalsamples.FindSample(signal)[0];
497	>	//   (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
498	>	//   signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
499	>	//   signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
500	>	//   signalhisto->SetLineStyle(2);
501		datahistoSF->SetMarkerSize(DataMarkerSize);
502		datahistoOF->SetLineColor(kRed);
503
#	Line 404 | Line 508 | float make_one_OFSF_plot(string variable
508		}
509		if (ymax<0) {
510		if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
511	<	else datahistoSF->SetMaximum(1.5*datahistoSF->GetMaximum());
511	>	else datahistoSF->SetMaximum(0.8*datahistoSF->GetMaximum());
512		} else {
513		datahistoSF->SetMaximum(ymax);
514		}
#	Line 423 | Line 527 | float make_one_OFSF_plot(string variable
527		} else {
528		mleg->AddEntry((TObject*)0, "", "");
529		}
530	<	mleg->AddEntry(signalhisto, "LM3", "L");
530	>	//mleg->AddEntry(signalhisto, "LM3", "L");
531
532		datahistoSF->Draw("E1");
533		if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
534	<	signalhisto->Draw("HIST,SAMES");
534	>	//signalhisto->Draw("HIST,SAMES");
535		mleg->Draw();
536		DrawPrelim();
537	<	if (datahistoOF->Integral()>0) save_with_ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
538	<	else CompleteSave(ckin, "SFOF/" + filename);
537	>	if (datahistoOF->Integral()>0) {
538	>	Save_With_Ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
539	>	} else {
540	>	CompleteSave(rcan, "SFOF/" + filename);
541	>	}
542
543		datahistoSF->Delete();
544		datahistoOF->Delete();
545	<	signalhisto->Delete();
545	>	//signalhisto->Delete();
546		delete mleg;
547	<	delete ckin;
547	>	delete rcan;
548	>	delete ofsf_can;
549
550		return ymaxSet;
551
#	Line 458 | Line 566 | float make_data_comparison_plot(string v
566
567		TH1F *data1 = allsamples.Draw("data1",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
568		TH1F *data2 = comparesamples.Draw("data2",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
569	+	data1->Scale(5.0/9.2);
570
571		data1->SetMarkerSize(DataMarkerSize);
572		data2->SetLineColor(kRed);
#	Line 482 | Line 591 | float make_data_comparison_plot(string v
591		data1->GetYaxis()->CenterTitle();
592
593		TLegend *mleg = make_legend("",legendPosition,0.7,false,legendPosition+0.2);
594	<	mleg->AddEntry(data1, "Old 5/fb", "PL");
595	<	mleg->AddEntry(data2, "New x/fb", "L");
594	>	mleg->AddEntry(data1, "2012 data (scaled)", "PL");
595	>	mleg->AddEntry(data2, "2011 data", "L");
596
597		data1->Draw("E1");
598		data2->Draw("HIST,SAMES");
599		mleg->Draw();
600		DrawPrelim();
601	<	save_with_ratio( data1, data2, rcan, "compareData/" + filename, false, false, "old/new" );
601	>	Save_With_Ratio( data1, data2, rcan, "compareData/" + filename, false, false, "new/old" );
602
603		data1->Delete();
604		data2->Delete();
605		delete mleg;
606	+	delete rcan;
607		delete ckin;
608
609		}
#	Line 501 | Line 611 | float make_data_comparison_plot(string v
611		void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale,
612		string xlabel, string filename, float legendPosition=0.55) {
613
614	<	string mllcuts[] = { "mll>20","mll>20&&mll<70", "mll>75&&mll<105", "mll>120" };
615	<	string mllcutname[] = { "m_{ll} > 20 GeV", "20 < m_{ll} < 70 GeV", "75 < m_{ll} < 105 GeV", "m_{ll} > 120 GeV" };
614	>	string mllcuts[] = { "mll>20","mll>15&&mll<70", "mll>75&&mll<105", "mll>120" };
615	>	string mllcutname[] = { "m_{ll} > 20 GeV", "20 < m_{ll} < 70 GeV", "70 < m_{ll} < 110 GeV", "m_{ll} > 120 GeV" };
616		string plotname[] = {"_all","_low","_peak","_high"};
617		float ymax;
618
#	Line 512 | Line 622 | void make_OFSF_plots(string variable, st
622		for ( int i=start; i<4; ++i ) {
623		if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
624		if ( i==start ) {
625	<	ymax = make_one_OFSF_plot(variable, mllcuts[i],            mllcutname[i], nbins, min, max, -1, logscale, xlabel,
625	>	ymax = make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, -1, logscale, xlabel,
626		filename+plotname[i], legendPosition );
627		} else {
628	<	make_one_OFSF_plot(variable, mllcuts[i],            mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
628	>	make_one_OFSF_plot(variable, mllcuts[i],        mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
629		filename+plotname[i], legendPosition );
630		}
631		make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
#	Line 526 | Line 636 | void make_OFSF_plots(string variable, st
636
637		}
638
639	+	TCut ReplaceInCut(TCut cut, string replacethis, string withthis) {
640	+	string scut=(string)(const char*)cut;
641	+	string acut=ReplaceAll(scut,replacethis,withthis);
642	+	return TCut(acut.c_str());
643	+	}
644	+
645	+	void DoMCSystPlot(string datavariable, string mcvariable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
646	+	TCut cut=addcut&&basiccut;
647
648	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
649	+	ckin->SetLogy(dolog);
650	+	cout << "\r Creating " << filename << " : data   (1/6)" << std::flush;
651	+	TH1F *datahisto = allsamples.Draw("datahisto",datavariable,nbins,min,max, xlabel, "events",cut,data,luminosity);
652	+	datahisto->SetMarkerSize(DataMarkerSize);
653	+	if ( !dolog ) datahisto->SetMinimum(0); // Defaults
654	+	else datahisto->SetMinimum(0.5);
655	+	if (dolog) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
656	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
657	+	cout << "\r Creating " << filename << " : MC central   (2/6)" << std::flush;
658	+	THStack mcstack   = allsamples.DrawStack("mcstack",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
659	+	TH1F *MCcentral = CollapseStack(mcstack);
660	+
661	+	TCut bkpcut = cut;
662	+	cut = ReplaceInCut(cut,"pfJetGoodNum40","pfJetGoodNum40p1sigma");
663	+	cout << "\r Creating " << filename << " : MC JES up   (3/6)" << std::flush;
664	+	TH1F *MCJESup   = allsamples.Draw("MCJESup",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
665	+
666	+	cut = ReplaceInCut(cut,"pfJetGoodNum40p1sigma","pfJetGoodNum40n1sigma");
667	+	cout << "\r Creating " << filename << " : MC JES down   (4/6)" << std::flush;
668	+	TH1F *MCJESdn   = allsamples.Draw("MCJESdn",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
669	+
670	+	cut=bkpcut;
671	+	TCut bkpweight = cutWeight;
672	+	cutWeight= ReplaceInCut(cutWeight,"weight","PUweightUP");
673	+	cout << "\r Creating " << filename << " : MC PU up   (5/6)" << std::flush;
674	+	TH1F *MCPUup    = allsamples.Draw("MCPUup",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
675	+
676	+	cutWeight= ReplaceInCut(cutWeight,"PUweightUP","PUweightDOWN");
677	+	cout << "\r Creating " << filename << " : MC PU down   (6/6)" << std::flush;
678	+	TH1F *MCPUdn    = allsamples.Draw("MCPUdn",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
679	+	cutWeight=bkpweight;
680	+	cout << "\r Creating " << filename << " : Processing systematics ..." << std::flush;
681	+	TH1F *Systematic = (TH1F*)MCPUdn->Clone("Systematic");
682	+	for(int i=1;i<=Systematic->GetNbinsX();i++) {
683	+	float jesdn = abs(MCcentral->GetBinContent(i)-MCJESdn->GetBinContent(i));
684	+	float jesup = abs(MCcentral->GetBinContent(i)-MCJESup->GetBinContent(i));
685	+	float jes   = jesdn>jesup?jesdn:jesup;
686	+
687	+	float PUup = abs(MCcentral->GetBinContent(i)-MCPUup->GetBinContent(i));
688	+	float PUdn = abs(MCcentral->GetBinContent(i)-MCPUdn->GetBinContent(i));
689	+	float pu   = PUdn>PUup?PUdn:PUup;
690	+
691	+	float sys=sqrt(jes*jes+pu*pu);
692	+	sys/=MCcentral->GetBinContent(i);
693	+	if(MCcentral->GetBinContent(i)==0) sys=0;
694	+	Systematic->SetBinContent(i,sys);
695	+	}
696	+
697	+	datahisto->Draw("e1");
698	+	ckin->Update();
699	+	mcstack.Draw("histo,same");
700	+
701	+	datahisto->Draw("same,e1");
702	+	TLegend *kinleg = allsamples.allbglegend();
703	+	kinleg->Draw();
704	+
705	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
706	+	kinpad->SetLogy(dolog);
707	+	kinpad->cd();
708	+	datahisto->Draw("e1");
709	+	mcstack.Draw("histo,same");
710	+	datahisto->Draw("same,e1");
711	+	datahisto->Draw("same,axis");
712	+
713	+	kinleg->Draw("same");
714	+	DrawPrelim();
715	+	string saveas="kin/"+filename;
716	+
717	+	cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
718	+	save_with_ratio_and_sys_band( datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc",Systematic );
719	+
720	+	ckin->cd();
721	+	MCcentral->SetFillColor(kWhite);
722	+	MCcentral->SetLineColor(kBlack);
723	+	MCcentral->SetLineWidth(2);
724	+	MCPUdn->SetLineColor(kRed);
725	+	MCPUup->SetLineColor(kYellow);
726	+	MCJESdn->SetLineColor(kBlue);
727	+	MCJESup->SetLineColor(kGreen);
728	+
729	+	TLegend *legsmall = new TLegend(0.0,0.85,1.0,1.00);
730	+	legsmall->SetNColumns(5);
731	+	legsmall->AddEntry(MCcentral,"central","L");
732	+	legsmall->AddEntry(MCPUdn,"PU down","L");
733	+	legsmall->AddEntry(MCPUup,"PU up","L");
734	+	legsmall->AddEntry(MCJESdn,"JES down","L");
735	+	legsmall->AddEntry(MCJESup,"JES up","L");
736	+	legsmall->SetFillColor(kWhite);
737	+	legsmall->SetBorderSize(0);
738	+
739	+	datahisto->Draw("e1");
740	+	MCcentral->Draw("histo,same");
741	+	MCPUdn->Draw("histo,same");
742	+	MCPUup->Draw("histo,same");
743	+	MCJESdn->Draw("histo,same");
744	+	MCJESup->Draw("histo,same");
745	+	datahisto->Draw("e1,same");
746	+	legsmall->Draw();
747	+	CompleteSave(ckin,saveas+"___AllLines");
748	+
749	+	delete datahisto;
750	+	delete MCcentral;
751	+	delete MCPUdn;
752	+	delete MCPUup;
753	+	delete MCJESdn;
754	+	delete MCJESup;
755	+	delete ckin;
756	+	}
757	+
758	+	void DoMCSystPlot(string variable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
759	+	DoMCSystPlot(variable, variable, nbins, min, max, addcut, dolog, xlabel, filename);
760	+	}
761	+
762		float lastrange_min=0;
763		float lastrange_max=0;
764
#	Line 535 | Line 767 | void make_kin_plot(string variable, stri
767		//  TCut basiccut("(pfJetGoodNum>=2&&pfJetGoodID[0])&&(pfJetGoodNum>=2&&pfJetGoodID[1])&&(passed_triggers||!is_data)");
768		TCut ibasiccut=basiccut;
769		bool draw_separation_lines=false;
770	+	bool drawsignal = false;
771
772		if(isPF) ibasiccut=basiccut&&"pfjzb[0]>-998";
773
#	Line 556 | Line 789 | void make_kin_plot(string variable, stri
789		//Step 2: Refine the cut
790		TCut cut;
791		cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
792	<	if(filename=="nJets" || filename=="nJets_inclusive") cut=cutmass&&cutOSSF&&ibasiccut;
793	<	if(filename=="nJets_osof" || filename=="nJets_osof_inclusive") cut=cutmass&&cutOSOF&&ibasiccut;
792	>	if(filename=="nJets" || filename=="nJets_inclusive" || filename=="nJets_met100" || filename=="nJets_inclusive_met100") cut=cutmass&&cutOSSF&&ibasiccut;
793	>	if(filename=="nJets_osof" || filename=="nJets_osof_inclusive" || filename=="nJets_osof_met100" || filename=="nJets_osof_inclusive_met100") cut=cutmass&&cutOSOF&&ibasiccut;
794		if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
795	<	if(filename=="mll") {
795	>	if(filename=="mll"||filename=="mll_met100") {
796		cut=cutOSSF&&cutnJets&&ibasiccut;
797		draw_separation_lines=true;
798		}
799	<	if(filename=="mll_ee") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
800	<	if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
801	<	if(filename=="mll_osof") {
799	>	if(filename=="mll_ee"||filename=="mll_ee_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
800	>	if(filename=="mll_mm"||filename=="mll_mm_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
801	>	if(filename=="mll_osof"||filename=="mll_osof_met100") {
802		cut=cutOSOF&&cutnJets&&ibasiccut;
803		draw_separation_lines=true;
804		}
#	Line 573 | Line 806 | void make_kin_plot(string variable, stri
806		if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
807		if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
808		if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
809	<	if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutmass&&cutOSSF;
810	<	if(filename=="mll_inclusive_osof") cut=cutmass&&cutOSOF;
811	<	if(filename=="mll_inclusive_ee") cut=cutmass&&cutOSSF&&"id1==0";
812	<	if(filename=="mll_inclusive_mm") cut=cutmass&&cutOSSF&&"id1==1";
809	>	if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutOSSF;
810	>	if(filename=="mll_inclusive_osof") cut=cutOSOF;
811	>	if(filename=="mll_inclusive_ee") cut=cutOSSF&&"id1==0";
812	>	if(filename=="mll_inclusive_mm") cut=cutOSSF&&"id1==1";
813		if(filename=="pfJetGoodEta_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
814		if(filename=="pfJetGoodPt_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
815		if(filename=="numVtx") cut=cutmass&&ibasiccut;
#	Line 597 | Line 830 | void make_kin_plot(string variable, stri
830		if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
831		else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
832
833	<	cout << "******** Cut used : " << (const char*) cut << endl;
833	>	cout << "******** Cut used : " << (const char*) cut << " for plot " << filename << endl;
834		if(loadlastminmax) {
835		datahisto->SetMinimum(lastrange_min);
836		datahisto->SetMaximum(lastrange_max);
#	Line 611 | Line 844 | void make_kin_plot(string variable, stri
844		string signal("LM3");
845		TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
846		int idx = signalsamples.FindSample(signal)[0];
847	<	(signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
848	<	signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
849	<	signalhisto->SetLineColor(kOrange);
847	>	if(drawsignal) (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
848	>	if(drawsignal) signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
849	>	if(drawsignal) signalhisto->SetLineColor(kOrange);
850
851		THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
852		datahisto->Draw("e1");
853		ckin->Update();
854	<	mcstack.Draw("same");
854	>	mcstack.Draw("histo,same");
855
856		datahisto->Draw("same,e1");
857		TLegend *kinleg = allsamples.allbglegend();
#	Line 661 | Line 894 | void make_kin_plot(string variable, stri
894		kinpad->cd();
895		kinpad->SetLogy(logscale);
896		datahisto->Draw("e1");
897	<	mcstack.Draw("same");
898	<	signalhisto->Draw("same");
897	>	mcstack.Draw("histo,same");
898	>	if(drawsignal) signalhisto->Draw("same");
899		datahisto->Draw("same,e1");
900		datahisto->Draw("same,axis");
901		if(RestrictToMassPeak&&draw_separation_lines) {
#	Line 670 | Line 903 | void make_kin_plot(string variable, stri
903		upperboundary->Draw("same");
904		}
905
906	<	kinleg->AddEntry("signalhisto",signal.c_str(),"l");
906	>	if(drawsignal) kinleg->AddEntry("signalhisto",signal.c_str(),"l");
907		kinleg->Draw();
908		write_cut->Draw();
909		DrawPrelim();
910		string saveas="kin/"+filename;
911		if(isPF) saveas="kin/"+filename+"__PF";
912	<	save_with_ratio(datahisto,mcstack,kinpad->cd(),saveas);
912	>	Save_With_Ratio(datahisto,mcstack,kinpad->cd(),saveas);
913		//      if(isPF) CompleteSave(with_ratio,"kin/"+filename+"__PF_withratio");
914		//      else CompleteSave(with_ratio,"kin/"+filename+"_withratio");
915		//      delete with_ratio;
#	Line 685 | Line 918 | void make_kin_plot(string variable, stri
918		else CompleteSave(ckin,"kin/"+filename);
919		}
920		datahisto->Delete();
921	+	delete signalhisto;
922		delete ckin;
923		}
924
925	+
926	+	void make_plain_kin_plot(string variable, string addcut, int nbins, float min, float max, bool logscale,
927	+	string xlabel, string filename, bool isPF=true, bool plotratio=true, bool loadlastminmax=false ) {
928	+	TCut cut=TCut(addcut.c_str())&&basiccut;
929	+
930	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
931	+	ckin->SetLogy(logscale);
932	+	TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
933	+	datahisto->SetMarkerSize(DataMarkerSize);
934	+	if ( !logscale ) datahisto->SetMinimum(0); // Defaults
935	+	else datahisto->SetMinimum(0.5);
936	+	// Custom max.
937	+	if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
938	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
939	+
940	+	cout << "******** Cut used : " << (const char*) cut << " for plot " << filename << endl;
941	+	if(loadlastminmax) {
942	+	datahisto->SetMinimum(lastrange_min);
943	+	datahisto->SetMaximum(lastrange_max);
944	+	if(logscale) {
945	+	datahisto->SetMinimum(pow(10,lastrange_min));
946	+	datahisto->SetMaximum(pow(10,lastrange_max));
947	+	}
948	+	}
949	+
950	+	THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
951	+	datahisto->Draw("e1");
952	+	ckin->Update();
953	+	mcstack.Draw("histo,same");
954	+
955	+	datahisto->Draw("same,e1");
956	+	TLegend *kinleg = allsamples.allbglegend();
957	+	kinleg->Draw();
958	+
959	+	lastrange_min=ckin->GetUymin();
960	+	lastrange_max=ckin->GetUymax();
961	+
962	+	if ( plotratio ) {
963	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
964	+	kinpad->cd();
965	+	kinpad->SetLogy(logscale);
966	+	datahisto->Draw("e1");
967	+	mcstack.Draw("histo,same");
968	+	datahisto->Draw("same,e1");
969	+	datahisto->Draw("same,axis");
970	+
971	+	kinleg->Draw();
972	+	DrawPrelim();
973	+	string saveas="kin/"+filename;
974	+	if(isPF) saveas="kin/"+filename+"__PF";
975	+	Save_With_Ratio(datahisto,mcstack,kinpad->cd(),saveas);
976	+	} else {
977	+	if(isPF) CompleteSave(ckin,"kin/"+filename+"__PF");
978	+	else CompleteSave(ckin,"kin/"+filename);
979	+	}
980	+	datahisto->Delete();
981	+	delete ckin;
982	+	}
983	+
984	+
985		void make_JES_plot(TCut cut, string name) {
986
987		int nbins=10;
#	Line 721 | Line 1015 | void make_JES_plot(TCut cut, string name
1015		JESunc->SetFillColor(TColor::GetColor("#00ADE1"));
1016		JESunc->SetFillStyle(3002);
1017		datahisto->Draw("e1");
1018	<	mcstack.Draw("same");
1018	>	mcstack.Draw("histo,same");
1019		JESunc->Draw("2");
1020		datahisto->Draw("same,e1");
1021		TLegend *kinleg = allsamples.allbglegend();
#	Line 730 | Line 1024 | void make_JES_plot(TCut cut, string name
1024		CompleteSave(ckin,"Systematics/JES"+name);
1025		datahisto->Delete();
1026		delete ckin;
1027	+	delete JESunc;
1028	+	delete JESup;
1029	+	delete JESdn;
1030	+	CleanLegends();
1031	+	}
1032	+
1033	+	string Cut2Str(TCut cut) {
1034	+	return ((string)(const char*)cut);
1035	+	}
1036	+
1037	+	void MakeElegantTwoThreeComparisons() {
1038	+
1039	+	TCut signal("met[4]>100&&met[4]<150&&mll>20"&&PlottingSetup::basicqualitycut);
1040	+	TCut TwoJets("pfJetGoodNum40==2");
1041	+	TCut ThreeJets("pfJetGoodNum40>=3");
1042	+
1043	+	float min=20;
1044	+	float max=300;
1045	+	int nbins=int((max-min)/5.0);
1046	+	string xlabel="m_{ll} [GeV]";
1047	+
1048	+	TCanvas *can2 = new TCanvas("can2","can2");
1049	+	TH1F *TwoOF = allsamples.Draw("TwoOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("TTJets_"));
1050	+	TH1F *TwoSF = allsamples.Draw("TwoSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("TTJets_"));
1051	+	TH1F *ThreeOF = allsamples.Draw("ThreeOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("TTJets_"));
1052	+	TH1F *ThreeSF = allsamples.Draw("ThreeSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("TTJets_"));
1053	+
1054	+	can2->cd(1);
1055	+
1056	+	TwoSF->SetFillColor(kWhite);
1057	+	TwoOF->SetFillColor(kWhite);
1058	+	ThreeSF->SetFillColor(kWhite);
1059	+	ThreeOF->SetFillColor(kWhite);
1060	+
1061	+	TPad *kin3 = new TPad("kin3","kin3",0,0,1,1);
1062	+	kin3->cd();
1063	+	TwoOF->Draw("histo");
1064	+	TwoSF->Draw("e1,same");
1065	+	TLegend *leg_SFOF_Two = make_legend();
1066	+	leg_SFOF_Two->SetHeader("t#bar{t} MC:");
1067	+	leg_SFOF_Two->AddEntry(TwoOF,"OF, nJets==2","l");
1068	+	leg_SFOF_Two->AddEntry(TwoSF,"SF, nJets==2","lp");
1069	+	leg_SFOF_Two->Draw();
1070	+	Save_With_Ratio(TwoSF,TwoOF,kin3->cd(),"DoubleRatios/SFOF_Two");
1071	+
1072	+	TPad *kin4 = new TPad("kin4","kin4",0,0,1,1);
1073	+	kin4->cd();
1074	+	ThreeOF->Draw("histo");
1075	+	ThreeSF->Draw("e1,same");
1076	+	TLegend *leg_SFOF_Three = make_legend();
1077	+	leg_SFOF_Three->SetHeader("t#bar{t} MC:");
1078	+	leg_SFOF_Three->AddEntry(TwoOF,"OF, nJet#geq3","l");
1079	+	leg_SFOF_Three->AddEntry(TwoSF,"SF, nJets#geq3","lp");
1080	+	leg_SFOF_Three->Draw();
1081	+	Save_With_Ratio(ThreeSF,ThreeOF,kin4->cd(),"DoubleRatios/SFOF_Three");
1082	+
1083	+
1084	+	TwoSF->Scale(ThreeSF->Integral()/TwoSF->Integral());
1085	+	TPad *kin = new TPad("kin","kin",0,0,1,1);
1086	+	kin->cd();
1087	+	TwoSF->Draw("histo");
1088	+	ThreeSF->Draw("e1,same");
1089	+	TLegend *leg_SF_Two_Three = make_legend();
1090	+	leg_SF_Two_Three->SetHeader("t#bar{t} MC:");
1091	+	leg_SF_Two_Three->AddEntry(TwoSF,"#splitline{SF, nJets==2}{ (scaled)}","l");
1092	+	leg_SF_Two_Three->AddEntry(ThreeSF,"SF, nJets#geq3","lp");
1093	+	leg_SF_Two_Three->Draw();
1094	+	Save_With_Ratio(TwoSF,ThreeSF,kin->cd(),"DoubleRatios/SF_Two_Three");
1095	+
1096	+	TwoOF->Scale(ThreeOF->Integral()/TwoOF->Integral());
1097	+	TPad *kin2 = new TPad("kin2","kin2",0,0,1,1);
1098	+	kin2->cd();
1099	+	TwoOF->Draw("histo");
1100	+	ThreeOF->Draw("e1,same");
1101	+	TLegend *leg_OF_Two_Three = make_legend();
1102	+	leg_OF_Two_Three->SetHeader("t#bar{t} MC:");
1103	+	leg_OF_Two_Three->AddEntry(TwoSF,"#splitline{OF, nJets==2}{ (scaled)}","l");
1104	+	leg_OF_Two_Three->AddEntry(ThreeSF,"OF, nJets#geq3","lp");
1105	+	leg_OF_Two_Three->Draw();
1106	+	Save_With_Ratio(TwoOF,ThreeOF,kin2->cd(),"DoubleRatios/OF_Two_Three");
1107	+
1108	+	}
1109	+
1110	+	void PresentRange(TH1F *Down, TH1F *Up, TH1F *central, TVirtualPad *pad, string title) {
1111	+	pad->cd();
1112	+	TGraphErrors *gr = new TGraphErrors(Down->GetNbinsX());
1113	+	for(int i=1;i<=Down->GetNbinsX();i++) {
1114	+	float average=0.5*(Down->GetBinContent(i)+Up->GetBinContent(i));
1115	+	float error=abs(Down->GetBinContent(i)-average);
1116	+	gr->SetPoint(i-1,Down->GetBinCenter(i),average);
1117	+	gr->SetPointError(i-1,Down->GetBinWidth(i)/2.0,error);
1118	+	}
1119	+	gr->SetFillColor(TColor::GetColor("#F79F81"));
1120	+	gr->GetYaxis()->SetRangeUser(0,2);
1121	+	gr->GetXaxis()->SetTitle(central->GetXaxis()->GetTitle());
1122	+	gr->GetYaxis()->SetTitle(central->GetYaxis()->GetTitle());
1123	+	gr->GetXaxis()->CenterTitle();
1124	+	gr->GetYaxis()->CenterTitle();
1125	+
1126	+	gr->Draw("A2");
1127	+	central->Draw("e1,same");
1128	+	DrawMCPrelim();
1129	+	TText *rtitle = write_text(0.8,0.8,title);
1130	+	TLine *line = new TLine(Down->GetBinLowEdge(1),1.0,Down->GetBinLowEdge(Down->GetNbinsX())+Down->GetBinWidth(Down->GetNbinsX()),1.0);
1131	+	line->SetLineColor(kBlue);
1132	+	line->SetLineStyle(2);
1133	+	line->Draw("same");
1134	+	rtitle->Draw("same");
1135	+	}
1136	+
1137	+	TH1F* ProduceTTbarRatio(TH1F *datahisto, TH1F *fullmc, TH1F *originalttbar, TH1F *httbar) {
1138	+	TH1F *basehisto = (TH1F*)fullmc->Clone("basehisto");
1139	+	basehisto->Add(originalttbar,-1);
1140	+	basehisto->Add(httbar);
1141	+
1142	+	string sname=httbar->GetName();
1143	+	sname="R"+sname.substr(1,sname.length());
1144	+	TH1F *ratio = (TH1F*)datahisto->Clone(sname.c_str());
1145	+	ratio->Divide(basehisto);
1146	+	delete basehisto;
1147	+	return ratio;
1148	+	}
1149	+
1150	+	void make_ttbar_comparison(string datavariable, string mcvariable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
1151	+
1152	+	TCut cut=addcut&&basiccut;
1153	+
1154	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1155	+	ckin->SetLogy(dolog);
1156	+	cout << "\r Creating " << filename << " : data   (1/7)" << std::flush;
1157	+	TH1F *datahisto = allsamples.Draw("datahisto",datavariable,nbins,min,max, xlabel, "events",cut,data,luminosity);
1158	+	datahisto->SetMarkerSize(DataMarkerSize);
1159	+	if ( !dolog ) datahisto->SetMinimum(0); // Defaults
1160	+	else datahisto->SetMinimum(0.5);
1161	+	if (dolog) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
1162	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
1163	+	cout << "\r Creating " << filename << " : MC central  (stack) (2/7)" << std::flush;
1164	+	THStack mcstack   = allsamples.DrawStack("mcstack",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1165	+	TH1F *MCcentral = CollapseStack(mcstack);
1166	+
1167	+	cout << "\r Creating " << filename << " : MC central (histo)   (3/7)" << std::flush;
1168	+	TH1F *TCentral        = allsamples.Draw ("TCentral",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,allsamples.FindSample("TTJets_"));
1169	+	TH1F *RCentral        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TCentral);
1170	+
1171	+	cout << "\r Creating " << filename << " : MC Matching up   (4/7)" << std::flush;
1172	+	TH1F *TMatchingUp     = systsamples.Draw("TMatchingUp",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingup"));
1173	+	TH1F *RMatchingUp     = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingUp);
1174	+
1175	+	cout << "\r Creating " << filename << " : MC Matching down   (5/7)" << std::flush;
1176	+	TH1F *TMatchingDown   = systsamples.Draw("TMatchingDown",mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingdown"));
1177	+	TH1F *RMatchingDown   = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingDown);
1178	+
1179	+	cout << "\r Creating " << filename << " : MC Scale up   (6/7)" << std::flush;
1180	+	TH1F *TScaleUp        = systsamples.Draw("TScaleUp",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaleup"));
1181	+	TH1F *RScaleUp        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleUp);
1182	+
1183	+	cout << "\r Creating " << filename << " : MC Scale down   (7/7)" << std::flush;
1184	+	TH1F *TScaleDown      = systsamples.Draw("TScaleDown",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaledown"));
1185	+	TH1F *RScaleDown      = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleDown);
1186	+
1187	+	datahisto->Draw("e1");
1188	+	ckin->Update();
1189	+	mcstack.Draw("histo,same");
1190	+
1191	+	datahisto->Draw("same,e1");
1192	+	TLegend *kinleg = allsamples.allbglegend();
1193	+	kinleg->Draw();
1194	+
1195	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1196	+	kinpad->SetLogy(dolog);
1197	+	kinpad->cd();
1198	+	datahisto->Draw("e1");
1199	+	mcstack.Draw("histo,same");
1200	+	datahisto->Draw("same,e1");
1201	+	datahisto->Draw("same,axis");
1202	+
1203	+	kinleg->Draw("same");
1204	+	DrawPrelim();
1205	+	string saveas="kin/"+filename;
1206	+
1207	+	cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
1208	+	Save_With_Ratio( datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc");
1209	+	delete kinpad;
1210	+
1211	+	ckin->cd();
1212	+	TCentral->SetLineColor(kBlack);
1213	+
1214	+	TMatchingUp->SetLineColor(TColor::GetColor("#2c17b1"));//blue
1215	+	TMatchingUp->SetLineStyle(2);//dashed
1216	+	TMatchingDown->SetLineColor(TColor::GetColor("#2c17b1"));
1217	+	TMatchingDown->SetLineStyle(3);//dotted
1218	+
1219	+	TScaleUp->SetLineColor(TColor::GetColor("#FF8500"));//orange
1220	+	TScaleUp->SetLineStyle(2);//dashed
1221	+	TScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
1222	+	TScaleDown->SetLineStyle(3);//dotted
1223	+
1224	+	MCcentral->SetLineStyle(3);
1225	+	MCcentral->SetLineColor(kRed);
1226	+
1227	+	TCentral->Draw("e1,same");
1228	+	TCentral->Draw("histo,same");
1229	+	TMatchingUp->Draw("histo,same");
1230	+	TMatchingDown->Draw("histo,same");
1231	+	TScaleUp->Draw("histo,same");
1232	+	TScaleDown->Draw("histo,same");
1233	+
1234	+	TLegend *sleg = make_legend();
1235	+	sleg->AddEntry(TCentral,"Central","L");
1236	+	sleg->AddEntry(TMatchingUp,"matching up","L");
1237	+	sleg->AddEntry(TMatchingDown,"matching down","L");
1238	+	sleg->AddEntry(TScaleUp,"scale up","L");
1239	+	sleg->AddEntry(TScaleDown,"scale down","L");
1240	+	sleg->Draw();
1241	+
1242	+	CompleteSave(ckin,saveas+"___AllLines");
1243	+	ckin->cd();
1244	+	ckin->SetLogy(0);
1245	+
1246	+	RCentral->SetLineColor(kBlack);
1247	+
1248	+	RMatchingUp->SetLineColor(TColor::GetColor("#2c17b1"));//blue
1249	+	RMatchingUp->SetLineStyle(2);//dashed
1250	+	RMatchingDown->SetLineColor(TColor::GetColor("#2c17b1"));
1251	+	RMatchingDown->SetLineStyle(3);//dotted
1252	+
1253	+	RScaleUp->SetLineColor(TColor::GetColor("#FF8500"));//orange
1254	+	RScaleUp->SetLineStyle(2);//dashed
1255	+	RScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
1256	+	RScaleDown->SetLineStyle(3);//dotted
1257	+
1258	+	RCentral->GetYaxis()->SetRangeUser(0,2);
1259	+	RCentral->Draw("e1");
1260	+	RMatchingUp->Draw("histo,same");
1261	+	RMatchingDown->Draw("histo,same");
1262	+	RScaleUp->Draw("histo,same");
1263	+	RScaleDown->Draw("histo,same");
1264	+
1265	+	CompleteSave(ckin,saveas+"___AllRatios");
1266	+
1267	+	TCanvas *multicanvas = new TCanvas("multicanvas","multicanvas",1400,700);
1268	+	multicanvas->Divide(2,1);
1269	+	PresentRange(RMatchingUp,RMatchingDown,RCentral,multicanvas->cd(1),"Matching");
1270	+	PresentRange(RScaleUp,RScaleDown,RCentral,multicanvas->cd(2),"Scale");
1271	+	CompleteSave(multicanvas,saveas+"___RangeIllustration");
1272	+
1273	+
1274	+	delete datahisto;
1275	+	delete   TCentral;
1276	+	delete   TMatchingUp;
1277	+	delete   TMatchingDown;
1278	+	delete   TScaleUp;
1279	+	delete   TScaleDown;
1280	+	//   delete   Ttmass166;
1281	+	//   delete   Ttmass169;
1282	+	//   delete   Ttmass175;
1283	+	//   delete   Ttmass178;
1284	+
1285	+	delete ckin;
1286	+
1287	+	}
1288	+
1289	+	void make_ttbar_comparison(string variable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
1290	+	make_ttbar_comparison(variable, variable, nbins, min, max, addcut, dolog, xlabel, filename);
1291	+	}
1292	+
1293	+	void ProduceJanPlots() {
1294	+	TCanvas *c1 = new TCanvas("c1","c1");
1295	+	TH1F *metSF = allsamples.Draw("metSF","met[4]",30,100,400, "E_{T}^{miss} [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
1296	+	TH1F *metOF = allsamples.Draw("metOF","met[4]",30,100,400, "E_{T}^{miss} [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
1297	+
1298	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
1299	+	rcan->cd();
1300	+
1301	+	metOF->SetLineColor(kRed);
1302	+	metSF->Draw("e1");
1303	+	metOF->Draw("histo,same");
1304	+	metSF->Draw("e1,same");
1305	+
1306	+	TLegend *leg = make_legend();
1307	+
1308	+	leg->AddEntry(metSF,"Data SF","p");
1309	+	leg->AddEntry(metOF,"Data OF","l");
1310	+	leg->Draw();
1311	+
1312	+	DrawPrelim();
1313	+
1314	+	Save_With_Ratio(metSF,metOF,rcan,"JanPlots/ETHConfig",false,false,"SF/OF");
1315	+
1316	+	delete rcan;
1317	+	delete metSF;
1318	+	delete metOF;
1319	+	delete c1;
1320	+	}
1321	+
1322	+	THStack MakeOneSystematicsPlot(TCut cut, string saveas, string variation, TH1F *hdata, string variable, int nbins, float bmin, float bmax, string label, TH1F* &thisto) {
1323	+	THStack SystPlot = allsamples.DrawStack(variation,variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity);
1324	+
1325	+	//now need to process the plot (calculate the variation and set the member of thstack accordingly!)
1326	+	if(variation!="Central") {
1327	+	TH1F *varttbar;
1328	+	if(variation=="MatchingUp") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_matchingup_TuneZ2s"));
1329	+	if(variation=="MatchingDown") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_matchingdown"));
1330	+	if(variation=="ScaleUp") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_scaleup"));
1331	+	if(variation=="ScaleDown") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_scaledown"));
1332	+	assert(varttbar);
1333	+
1334	+	TIter nextHisto(SystPlot.GetHists());
1335	+	TH1F* h;
1336	+	while ( h = (TH1F*)nextHisto() ) {
1337	+	if(Contains(h->GetName(),"t_bar_t")) {
1338	+	varttbar->Scale(h->Integral()/varttbar->Integral());
1339	+	for(int i=0;i<=h->GetNbinsX()+1;i++) {//note that we deliberatly consider the under/overflow bin as well!
1340	+	h->SetBinContent(i,varttbar->GetBinContent(i));
1341	+	h->SetBinError(i,varttbar->GetBinError(i));
1342	+	}
1343	+	thisto=(TH1F*)varttbar->Clone(variation.c_str());
1344	+	SystPlot.Modified();
1345	+	}
1346	+	}
1347	+	delete varttbar;
1348	+	} else {
1349	+	TIter nextHisto(SystPlot.GetHists());
1350	+	TH1F* h;
1351	+	while ( h = (TH1F*)nextHisto() ) {
1352	+	if(Contains(h->GetName(),"t_bar_t")) thisto=(TH1F*)h->Clone(variation.c_str());
1353	+	}
1354	+	}
1355	+
1356	+	TLegend *fullleg = allsamples.allbglegend();
1357	+	fullleg->SetHeader(variation.c_str());
1358	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1359	+	kinpad->SetLogy(1);
1360	+	kinpad->cd();
1361	+
1362	+	hdata->Draw("e1");
1363	+	SystPlot.Draw("histo,same");
1364	+	hdata->Draw("e1,same");
1365	+	fullleg->Draw();
1366	+	DrawPrelim();
1367	+
1368	+	Save_With_Ratio(hdata,SystPlot,kinpad,saveas+"_"+variation);
1369	+	CleanLegends();
1370	+
1371	+	delete kinpad;
1372	+	return SystPlot;
1373	+	}
1374	+
1375	+
1376	+
1377	+	void ProduceMCSystematicPlot(string variable, int nbins, float bmin, float bmax, string label, TCut thiscut, string saveas) {
1378	+	TCanvas *ca = new TCanvas("ca","ca");
1379	+	TH1F *hdata = allsamples.Draw("hdata",variable,nbins,bmin,bmax,label,"events",thiscut,data,luminosity);
1380	+
1381	+	TH1F *tScaleUp,*tScaleDown,*tMatchingUp,*tMatchingDown,*tCentral;
1382	+
1383	+	THStack ScaleUp      = MakeOneSystematicsPlot(thiscut,saveas,"ScaleUp",hdata,variable, nbins, bmin, bmax, label,tScaleUp);
1384	+	THStack ScaleDown    = MakeOneSystematicsPlot(thiscut,saveas,"ScaleDown",hdata,variable, nbins, bmin, bmax, label,tScaleDown);
1385	+	THStack MatchingUp   = MakeOneSystematicsPlot(thiscut,saveas,"MatchingUp",hdata,variable, nbins, bmin, bmax, label,tMatchingUp);
1386	+	THStack MatchingDown = MakeOneSystematicsPlot(thiscut,saveas,"MatchingDown",hdata,variable, nbins, bmin, bmax, label,tMatchingDown);
1387	+
1388	+	TH1F *HScaleUp = CollapseStack(ScaleUp);
1389	+	TH1F *HScaleDown = CollapseStack(ScaleDown);
1390	+	TH1F *HMatchingUp = CollapseStack(MatchingUp);
1391	+	TH1F *HMatchingDown = CollapseStack(MatchingDown);
1392	+
1393	+	THStack Central = MakeOneSystematicsPlot(thiscut,saveas,"Central",hdata,variable, nbins, bmin, bmax, label,tCentral);
1394	+	TH1F *HCentral = CollapseStack(Central);
1395	+
1396	+	TH1F *Systematic = (TH1F*)hdata->Clone("Systematic");
1397	+	for(int i=1;i<=Systematic->GetNbinsX();i++) {
1398	+	float matchingup   = abs(HMatchingUp->GetBinContent(i)-HCentral->GetBinContent(i));
1399	+	float matchingdown = abs(HMatchingDown->GetBinContent(i)-HCentral->GetBinContent(i));
1400	+	float scaleup   = abs(HScaleUp->GetBinContent(i)-HCentral->GetBinContent(i));
1401	+	float scaledown = abs(HScaleDown->GetBinContent(i)-HCentral->GetBinContent(i));
1402	+
1403	+	float matching = matchingup>matchingdown?matchingup:matchingdown;
1404	+	float scale    = scaleup>scaledown?scaleup:scaledown;
1405	+
1406	+	float sys=sqrt(matching*matching+scale*scale);
1407	+	sys/=HCentral->GetBinContent(i);
1408	+	if(HCentral->GetBinContent(i)==0) sys=0;
1409	+	Systematic->SetBinContent(i,sys);
1410	+	}
1411	+
1412	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1413	+	kinpad->SetLogy(1);
1414	+	kinpad->cd();
1415	+	if(variable=="genMET") {
1416	+	Central.Draw("histo");
1417	+	} else {
1418	+	hdata->Draw("e1");
1419	+	Central.Draw("histo,same");
1420	+	hdata->Draw("e1,same");
1421	+	}
1422	+
1423	+	DrawPrelim();
1424	+
1425	+	save_with_ratio_and_sys_band( hdata, HCentral, kinpad->cd(), saveas, false, false, "data/mc",Systematic );
1426	+
1427	+	kinpad->cd();
1428	+	tCentral->SetFillColor(kWhite);
1429	+	tCentral->SetLineColor(kBlack);
1430	+	tScaleUp->SetLineColor(kRed);
1431	+	tScaleDown->SetLineColor(kRed);
1432	+	tMatchingUp->SetLineColor(kBlue);
1433	+	tMatchingDown->SetLineColor(kBlue);
1434	+	tScaleUp->SetLineStyle(2);
1435	+	tScaleDown->SetLineStyle(3);
1436	+	tMatchingUp->SetLineStyle(2);
1437	+	tMatchingDown->SetLineStyle(3);
1438	+
1439	+	TLegend *leg2 = make_legend();
1440	+	leg2->AddEntry(hdata,"Data","p");
1441	+	leg2->AddEntry(tCentral,"Central (ttbar)","l");
1442	+	leg2->AddEntry(tScaleUp,"ScaleUp (ttbar)","l");
1443	+	leg2->AddEntry(tScaleDown,"ScaleDown (ttbar)","l");
1444	+	leg2->AddEntry(tMatchingUp,"MatchingUp (ttbar)","l");
1445	+	leg2->AddEntry(tMatchingDown,"MatchingDown (ttbar)","l");
1446	+	if(variable=="genMET") {
1447	+	Central.Draw("histo");
1448	+	}else {
1449	+	hdata->Draw("e1");
1450	+	Central.Draw("histo,same");
1451	+	hdata->Draw("e1,same");
1452	+	}
1453	+	tCentral->Draw("histo,same");
1454	+	tScaleUp->Draw("histo,same");
1455	+	tScaleDown->Draw("histo,same");
1456	+	tMatchingUp->Draw("histo,same");
1457	+	tMatchingDown->Draw("histo,same");
1458	+	leg2->Draw();
1459	+
1460	+	CompleteSave(kinpad,saveas+"__TTbarComparison");
1461	+
1462	+	gStyle->SetOptFit(0);
1463	+
1464	+	kinpad->cd();
1465	+	kinpad->SetLogy(0);
1466	+	TH1F *MatchingRatio = (TH1F*)tMatchingUp->Clone("MatchingRatio");
1467	+	MatchingRatio->Divide(tMatchingDown);
1468	+	TLine *lone = new TLine(tScaleUp->GetBinLowEdge(1),1,tScaleUp->GetBinLowEdge(tScaleUp->GetNbinsX())+tScaleUp->GetBinWidth(tScaleUp->GetNbinsX()),1);
1469	+	lone->SetLineColor(TColor::GetColor("#01DF01"));
1470	+	lone->SetLineStyle(2);
1471	+	TH1F *ScaleRatio = (TH1F*)tScaleUp->Clone("ScaleRatio");
1472	+	ScaleRatio->Divide(tScaleDown);
1473	+	MatchingRatio->GetYaxis()->SetRangeUser(0,3);
1474	+	MatchingRatio->Draw("e1");
1475	+	TF1 *QP1 = new TF1("QP1","[0]+[1]*x",50,200);//simple linear function ranging from 50 to 200
1476	+	MatchingRatio->Fit("QP1","R");
1477	+	lone->Draw();
1478	+	stringstream summary;
1479	+	summary << " #splitline{Fit result for f(x) = a+bx :}{#splitline{a=" << DigitsAfterComma(QP1->GetParameter(0),4) << " +/- " << DigitsAfterComma(QP1->GetParError(0),4) << "}{b=" << DigitsAfterComma(QP1->GetParameter(1),4);
1480	+	summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1481	+	TText *infobox = write_title(summary.str());
1482	+	infobox->SetX(0.75);
1483	+	infobox->SetTextSize(0.03);
1484	+	infobox->SetY(0.75);
1485	+	infobox->Draw();
1486	+	CompleteSave(kinpad,saveas+"__TTbarComparison_MatchingUpDividedMatchingDown");
1487	+	kinpad->cd();
1488	+	ScaleRatio->GetYaxis()->SetRangeUser(0,3);
1489	+	ScaleRatio->Draw("e1");
1490	+	ScaleRatio->Fit("QP1","R");
1491	+	summary.str("");
1492	+	summary << " #splitline{Fit result for f(x) = a+bx :}{#splitline{a=" << DigitsAfterComma(QP1->GetParameter(0),4) << " +/- " << DigitsAfterComma(QP1->GetParError(0),4) << "}{b=" << DigitsAfterComma(QP1->GetParameter(1),4);
1493	+	summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1494	+	TText *infobox2 = write_title(summary.str());
1495	+	infobox2->SetX(0.75);
1496	+	infobox2->SetTextSize(0.03);
1497	+	infobox2->SetY(0.75);
1498	+	infobox2->Draw();
1499	+
1500	+	lone->Draw();
1501	+	CompleteSave(kinpad,saveas+"__TTbarComparison_ScaleUpDividedScaleDown");
1502	+
1503	+
1504	+	delete QP1;
1505	+	delete infobox;
1506	+	delete infobox2;
1507	+	delete MatchingRatio;
1508	+	delete ScaleRatio;
1509	+	DeleteStack(ScaleUp);
1510	+	DeleteStack(ScaleDown);
1511	+	DeleteStack(MatchingUp);
1512	+	DeleteStack(MatchingDown);
1513	+	delete leg2;
1514	+	CleanLegends();
1515	+	DeleteStack(Central);
1516	+	delete Systematic;
1517	+	delete HScaleUp;
1518	+	delete HScaleDown;
1519	+	delete HMatchingUp;
1520	+	delete HMatchingDown;
1521	+	delete hdata;
1522	+	delete HCentral;
1523	+	delete ca;
1524	+	}
1525	+
1526	+	TH1F* ImposeBinning(TH1F *binninghisto, TH1F* histo) {
1527	+	float val=0,err=0;
1528	+	vector<float> bins;
1529	+	vector<float> vals;
1530	+	vector<float> errs;
1531	+
1532	+	bins.push_back(binninghisto->GetBinLowEdge(1));
1533	+	int iBin=1;
1534	+
1535	+	for(unsigned int i=1;i<histo->GetNbinsX();i++) {//going to second last one on purpose!
1536	+	if((histo->GetBinLowEdge(i)+0.00001>=binninghisto->GetBinLowEdge(iBin)+binninghisto->GetBinWidth(iBin))) {
1537	+	bins.push_back(histo->GetBinLowEdge(i));
1538	+	vals.push_back(val);val=0;
1539	+	errs.push_back(err);err=0;
1540	+	iBin++;
1541	+	}
1542	+	val+=histo->GetBinContent(i);
1543	+	err=sqrt(err*err+histo->GetBinError(i)*histo->GetBinError(i));
1544	+	}
1545	+	bins.push_back(histo->GetBinLowEdge(histo->GetNbinsX())+histo->GetBinWidth(histo->GetNbinsX()));
1546	+	vals.push_back(val);val=0;
1547	+	errs.push_back(err);err=0;
1548	+
1549	+	TH1F *h = new TH1F(("r"+(string)histo->GetName()).c_str(),("r"+(string)histo->GetName()).c_str(),bins.size()-1,&bins[0]);
1550	+	for(unsigned int i=0;i<vals.size();i++) {
1551	+	h->SetBinContent(i+1,vals[i]);
1552	+	h->SetBinError(i+1,errs[i]);
1553	+	}
1554	+
1555	+	h->GetXaxis()->SetTitle(histo->GetXaxis()->GetTitle());
1556	+	h->GetYaxis()->SetTitle(histo->GetYaxis()->GetTitle());
1557	+
1558	+	h->GetXaxis()->CenterTitle();
1559	+	h->GetYaxis()->CenterTitle();
1560	+
1561	+	return h;
1562	+	}
1563	+
1564	+
1565	+	TH1F* ReBinOptimizingStats(int nbins, TH1F *histo) {
1566	+	float statsperbin = (1/(float)nbins) * histo->Integral();
1567	+	float val=0,err=0;
1568	+	vector<float> bins;
1569	+	vector<float> vals;
1570	+	vector<float> errs;
1571	+
1572	+	bins.push_back(histo->GetBinLowEdge(1));
1573	+	for(unsigned int i=1;i<=histo->GetNbinsX();i++) {
1574	+	val+=histo->GetBinContent(i);
1575	+	err=sqrt(err*err+histo->GetBinError(i)*histo->GetBinError(i));
1576	+	if( val/statsperbin > 0.85) {
1577	+	if(bins.size()<nbins) {
1578	+	bins.push_back(histo->GetBinLowEdge(i)+histo->GetBinWidth(i));
1579	+	vals.push_back(val);val=0;
1580	+	errs.push_back(err);err=0;
1581	+	}
1582	+	}
1583	+	if(i==histo->GetNbinsX()) {
1584	+	bins.push_back(histo->GetBinLowEdge(i)+histo->GetBinWidth(i));
1585	+	vals.push_back(val);val=0;
1586	+	errs.push_back(err);err=0;
1587	+	}
1588	+	}
1589	+	TH1F *h = new TH1F(("r"+(string)histo->GetName()).c_str(),("r"+(string)histo->GetName()).c_str(),bins.size()-1,&bins[0]);
1590	+
1591	+	h->GetXaxis()->SetTitle(histo->GetXaxis()->GetTitle());
1592	+	h->GetYaxis()->SetTitle(histo->GetYaxis()->GetTitle());
1593	+
1594	+	h->GetXaxis()->CenterTitle();
1595	+	h->GetYaxis()->CenterTitle();
1596	+
1597	+	for(unsigned int i=0;i<vals.size();i++) {
1598	+	h->SetBinContent(i+1,vals[i]);
1599	+	h->SetBinError(i+1,errs[i]);
1600	+	}
1601	+
1602	+	return h;
1603	+	}
1604	+
1605	+
1606	+
1607	+	void ShowBinning(TH1F *histo) {
1608	+	cout << "Showing binning for " << histo->GetName() << " (\" " << histo->GetTitle() << "\")" << endl;
1609	+	for(unsigned int i=1;i<=histo->GetNbinsX();i++) cout << "   Bin " << i << " : " << histo->GetBinLowEdge(i) << " , " << histo->GetBinLowEdge(i) + histo->GetBinWidth(i) << "  : " << histo->GetBinContent(i) << endl;
1610	+	}
1611	+
1612	+	void QuickProduceMCSystematicPlot(string variable, int nbins, float bmin, float bmax, string label, TCut thiscut, string saveas) {
1613	+	TCanvas *ca = new TCanvas("ca","ca");
1614	+	TH1F *tScaleUp = systsamples.Draw("tScaleUp",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("scaleup"));
1615	+	TH1F *tScaleDown = systsamples.Draw("tScaleDown",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("scaledown"));
1616	+	TH1F *tMatchingUp = systsamples.Draw("tMatchingUp",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("matchingup"));
1617	+	TH1F *tMatchingDown = systsamples.Draw("tMatchingDown",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("matchingdown"));
1618	+	TH1F *tCentral = systsamples.Draw("tCentral",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("TTJets_MassiveBinDECAY_TuneZ2sta"));
1619	+
1620	+	tScaleUp->Scale(1.0/tScaleUp->Integral());
1621	+	tScaleDown->Scale(1.0/tScaleDown->Integral());
1622	+	tMatchingDown->Scale(1.0/tMatchingDown->Integral());
1623	+	tMatchingUp->Scale(1.0/tMatchingUp->Integral());
1624	+	tCentral->Scale(1.0/tCentral->Integral());
1625	+
1626	+	cout << "At this point we want to rebin the scale/matching histograms so we get decent stats!" << endl;
1627	+
1628	+
1629	+	TH1F *rtScaleUp = ReBinOptimizingStats(7,tScaleUp); // using the scale up sample to get the binning (shouldn't use the central one for obvious reasons)
1630	+	TH1F *rtScaleDown = ImposeBinning(rtScaleUp,tScaleDown);
1631	+	TH1F *rtMatchingDown = ImposeBinning(rtScaleUp,tMatchingDown);
1632	+	TH1F *rtMatchingUp = ImposeBinning(rtScaleUp,tMatchingUp);
1633	+	TH1F *rtCentral = ImposeBinning(rtScaleUp,tCentral);
1634	+
1635	+	float min=rtScaleUp->GetMinimum();
1636	+	float max=rtScaleUp->GetMaximum();
1637	+
1638	+	if(rtScaleDown->GetMinimum()<min) min=rtScaleDown->GetMinimum();
1639	+	if(rtMatchingDown->GetMinimum()<min) min=rtMatchingDown->GetMinimum();
1640	+	if(rtMatchingDown->GetMinimum()<min) min=rtMatchingDown->GetMinimum();
1641	+	if(rtMatchingUp->GetMinimum()<min) min=rtMatchingUp->GetMinimum();
1642	+	if(rtCentral->GetMinimum()<min) min=rtCentral->GetMinimum();
1643	+
1644	+	if(rtScaleDown->GetMaximum()<min) max=rtScaleDown->GetMaximum();
1645	+	if(rtMatchingDown->GetMaximum()<min) max=rtMatchingDown->GetMaximum();
1646	+	if(rtMatchingDown->GetMaximum()<min) max=rtMatchingDown->GetMaximum();
1647	+	if(rtMatchingUp->GetMaximum()<min) max=rtMatchingUp->GetMaximum();
1648	+	if(rtCentral->GetMaximum()<min) max=rtCentral->GetMaximum();
1649	+
1650	+	rtCentral->SetMaximum(1.2*max);
1651	+	rtCentral->SetMinimum(0.8*min);
1652	+
1653	+	/*  tScaleUp->Rebin(40);
1654	+	tScaleDown->Rebin(40);
1655	+	tMatchingDown->Rebin(40);
1656	+	tMatchingUp->Rebin(40);
1657	+	tCentral->Rebin(40);*/
1658	+
1659	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1660	+	kinpad->SetLogy(1);
1661	+	kinpad->cd();
1662	+	tCentral->SetFillColor(kWhite);
1663	+	tCentral->SetLineColor(kBlack);
1664	+	tScaleUp->SetLineColor(kRed);
1665	+	tScaleDown->SetLineColor(kRed);
1666	+	tMatchingUp->SetLineColor(kBlue);
1667	+	tMatchingDown->SetLineColor(kBlue);
1668	+	tScaleUp->SetLineStyle(2);
1669	+	tScaleDown->SetLineStyle(3);
1670	+	tMatchingUp->SetLineStyle(2);
1671	+	tMatchingDown->SetLineStyle(3);
1672	+
1673	+	rtScaleDown->SetLineColor(kRed);
1674	+	rtMatchingUp->SetLineColor(kBlue);
1675	+	rtMatchingDown->SetLineColor(kBlue);
1676	+	rtScaleUp->SetLineStyle(2);
1677	+	rtScaleDown->SetLineStyle(3);
1678	+	rtMatchingUp->SetLineStyle(2);
1679	+	rtMatchingDown->SetLineStyle(3);
1680	+
1681	+	TLegend *leg2 = make_legend();
1682	+	leg2->AddEntry(tCentral,"Central (ttbar)","l");
1683	+	leg2->AddEntry(tScaleUp,"ScaleUp (ttbar)","l");
1684	+	leg2->AddEntry(tScaleDown,"ScaleDown (ttbar)","l");
1685	+	leg2->AddEntry(tMatchingUp,"MatchingUp (ttbar)","l");
1686	+	leg2->AddEntry(tMatchingDown,"MatchingDown (ttbar)","l");
1687	+
1688	+	tCentral->Draw("histo");
1689	+	tScaleUp->Draw("histo,same");
1690	+	tScaleDown->Draw("histo,same");
1691	+	tMatchingUp->Draw("histo,same");
1692	+	tMatchingDown->Draw("histo,same");
1693	+	leg2->Draw();
1694	+	DrawMCPrelim();
1695	+	CompleteSave(kinpad,saveas+"__TTbarComparison");
1696	+	kinpad->cd();
1697	+	kinpad->SetLogy(0);
1698	+	rtCentral->Draw("histo");
1699	+	rtScaleUp->Draw("histo,same");
1700	+	rtScaleDown->Draw("histo,same");
1701	+	rtMatchingUp->Draw("histo,same");
1702	+	rtMatchingDown->Draw("histo,same");
1703	+	leg2->Draw();
1704	+	DrawMCPrelim();
1705	+	CompleteSave(kinpad,saveas+"__TTbarComparison__REBINNED");
1706	+
1707	+
1708	+	gStyle->SetOptFit(0);
1709	+
1710	+	kinpad->cd();
1711	+	kinpad->SetLogy(0);
1712	+	TH1F *MatchingRatio = (TH1F*)rtMatchingUp->Clone("MatchingRatio");
1713	+	MatchingRatio->Divide(rtMatchingDown);
1714	+	TLine *lone = new TLine(tScaleUp->GetBinLowEdge(1),1,tScaleUp->GetBinLowEdge(tScaleUp->GetNbinsX())+tScaleUp->GetBinWidth(tScaleUp->GetNbinsX()),1);
1715	+	lone->SetLineColor(TColor::GetColor("#01DF01"));
1716	+	lone->SetLineStyle(2);
1717	+	TH1F *ScaleRatio = (TH1F*)rtScaleUp->Clone("ScaleRatio");
1718	+	ScaleRatio->Divide(rtScaleDown);
1719	+	MatchingRatio->GetYaxis()->SetRangeUser(0,3);
1720	+	MatchingRatio->Draw("e1");
1721	+	TF1 *QP1 = new TF1("QP1","[0]+[1]*x",50,200);//simple linear function ranging from 50 to 200
1722	+	if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") MatchingRatio->Fit("QP1","RQ");
1723	+	lone->Draw();
1724	+	stringstream summary;
1725	+	summary << " #splitline{Fit result for f(x) = a+bx :}{#splitline{a=" << DigitsAfterComma(QP1->GetParameter(0),4) << " +/- " << DigitsAfterComma(QP1->GetParError(0),4) << "}{b=" << DigitsAfterComma(QP1->GetParameter(1),4);
1726	+	summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1727	+	TText *infobox = write_title(summary.str());
1728	+	infobox->SetX(0.75);
1729	+	infobox->SetTextSize(0.03);
1730	+	infobox->SetY(0.75);
1731	+	if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") infobox->Draw();
1732	+	DrawMCPrelim();
1733	+	CompleteSave(kinpad,saveas+"__TTbarComparison_MatchingUpDividedMatchingDown");
1734	+	kinpad->cd();
1735	+	ScaleRatio->GetYaxis()->SetRangeUser(0,3);
1736	+	ScaleRatio->Draw("e1");
1737	+	if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") ScaleRatio->Fit("QP1","RQ");
1738	+	summary.str("");
1739	+	summary << " #splitline{Fit result for f(x) = a+bx :}{#splitline{a=" << DigitsAfterComma(QP1->GetParameter(0),4) << " +/- " << DigitsAfterComma(QP1->GetParError(0),4) << "}{b=" << DigitsAfterComma(QP1->GetParameter(1),4);
1740	+	summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1741	+	TText *infobox2 = write_title(summary.str());
1742	+	infobox2->SetX(0.75);
1743	+	infobox2->SetTextSize(0.03);
1744	+	infobox2->SetY(0.75);
1745	+	if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") infobox2->Draw();
1746	+
1747	+	lone->Draw();
1748	+	DrawMCPrelim();
1749	+	CompleteSave(kinpad,saveas+"__TTbarComparison_ScaleUpDividedScaleDown");
1750	+
1751	+	kinpad->cd();
1752	+	TH1F *SysMatching = (TH1F*)rtMatchingDown->Clone("SysMatching");
1753	+	TH1F *SysScale = (TH1F*)rtScaleDown->Clone("SysMatching");
1754	+	TH1F *SysHisto = (TH1F*)rtScaleDown->Clone("SysHisto");
1755	+
1756	+	for(int i=1;i<=SysScale->GetNbinsX();i++) {
1757	+	float matching, scale;
1758	+	bool AssumeFactor=false;
1759	+	if(AssumeFactor) {
1760	+	// assume that an upward/downward variation means a change by a constant factor, i.e. f(up) = alpha * f(central)
1761	+	matching=0.;
1762	+	scale=0.;
1763	+	} else {
1764	+	// assume that the central value is exactly between up & down, i.e. central = (up-down)/2
1765	+	matching = fabs(    ( rtMatchingUp->GetBinContent(i) - rtMatchingDown->GetBinContent(i)) / (rtMatchingUp->GetBinContent(i) + rtMatchingDown->GetBinContent(i)) );
1766	+	scale    = fabs(    ( rtScaleUp->GetBinContent(i) - rtScaleDown->GetBinContent(i)) / (rtScaleUp->GetBinContent(i) + rtScaleDown->GetBinContent(i)) );
1767	+	}
1768	+
1769	+	SysMatching->SetBinContent(i,1+matching);
1770	+	SysScale->SetBinContent(i,1+scale);
1771	+	SysHisto->SetBinContent(i,sqrt(matching*matching+scale*scale)+1);
1772	+	}
1773	+
1774	+	SysHisto->SetLineColor(kGreen);
1775	+
1776	+	SysMatching->SetMaximum(3.0);
1777	+	SysMatching->SetMinimum(0.0);
1778	+	SysMatching->Draw("histo");
1779	+	SysScale->Draw("histo,same");
1780	+	SysHisto->Draw("histo,same");
1781	+	CompleteSave(kinpad,saveas+"__TTbarComparison_DerivedSystematic");
1782	+
1783	+	delete SysMatching;
1784	+	delete SysScale;
1785	+
1786	+	if(!Contains(variable,"gen")) {
1787	+	TH1F *hdata  = allsamples.Draw("hdata",   variable,nbins,bmin,bmax,label,"events",thiscut,data,luminosity);
1788	+	THStack smc = allsamples.DrawStack("smc",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity);
1789	+
1790	+	TH1F *Systematic = (TH1F*)hdata->Clone("Systematic");
1791	+
1792	+	for(int i=1;i<=Systematic->GetNbinsX();i++) {
1793	+	int iBin=SysHisto->FindBin(Systematic->GetBinCenter(i));
1794	+	if(iBin>SysHisto->GetNbinsX()) --iBin; // if we're over the end of the histo, use the last bin
1795	+	float sys = SysHisto->GetBinContent(iBin)-1;
1796	+	Systematic->SetBinContent(i,sys);
1797	+	}
1798	+
1799	+	kinpad->cd();
1800	+	TLegend *leg = allsamples.allbglegend();
1801	+	hdata->Draw();
1802	+	smc.Draw("histo,same");
1803	+	hdata->Draw("same");
1804	+	leg->Draw();
1805	+	DrawPrelim();
1806	+	save_with_ratio_and_sys_band( hdata, CollapseStack(smc), kinpad->cd(), saveas+"__DataVsMC", false, false, "data/mc",Systematic );
1807	+
1808	+	delete Systematic;
1809	+	delete hdata;
1810	+	}
1811	+
1812	+
1813	+	delete SysHisto;
1814	+	delete tScaleUp;
1815	+	delete tScaleDown;
1816	+	delete tCentral;
1817	+	delete tMatchingUp;
1818	+	delete tMatchingDown;
1819	+	delete rtScaleUp;
1820	+	delete rtScaleDown;
1821	+	delete rtCentral;
1822	+	delete rtMatchingUp;
1823	+	delete rtMatchingDown;
1824	+	delete QP1;
1825	+	delete infobox;
1826	+	delete infobox2;
1827	+	delete MatchingRatio;
1828	+	delete ScaleRatio;
1829	+	delete leg2;
1830	+	CleanLegends();
1831	+	delete ca;
1832	+	}
1833	+
1834	+	void ProduceMCSystematicPlots() {
1835	+	cout << "Getting ready to produce systematic plots " << endl;
1836	+	TCut cutweightBKP = cutWeight;
1837	+
1838	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor");
1839	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor");
1840	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor");
1841	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor");
1842	+
1843	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE");
1844	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE");
1845	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE_HighMass");
1846	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE_HighMass");
1847	+
1848	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE");
1849	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE");
1850	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE_HighMass");
1851	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE_HighMass");
1852	+	QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_SameFlavor");
1853	+	QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_OppositeFlavor");
1854	+
1855	+
1856	+
1857	+	cout << "Kicking cutWeight  " << (const char*) cutWeight << endl;
1858	+	cout << "Keeping OSSF cut " << (const char*)cutOSSF << endl;
1859	+	cutWeight="1.0";
1860	+
1861	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE__NOPURW");
1862	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE__NOPURW");
1863	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE_HighMass__NOPURW");
1864	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
1865	+
1866	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE__NOPURW");
1867	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE__NOPURW");
1868	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE_HighMass__NOPURW");
1869	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
1870	+
1871	+
1872	+	// --------------------------------------    ***** AACHEN *****      --------------------------------------
1873	+
1874	+	/*
1875	+	cutWeight=cutweightBKP;
1876	+	TCut essentialcutBKP = essentialcut;
1877	+	cout << (const char*) essentialcut << endl;
1878	+
1879	+	essentialcut = TCut((ReplaceAll((const char*)essentialcut,"pt2>20","pt2>10")).c_str());
1880	+	essentialcut = TCut((ReplaceAll((const char*)essentialcut,"abs(eta1)<1.4","abs(eta1)<2.4")).c_str());
1881	+	essentialcut = TCut((ReplaceAll((const char*)essentialcut,"abs(eta2)<1.4","abs(eta2)<2.4")).c_str());
1882	+
1883	+	TCut cutnJetsBKP = cutnJets;
1884	+	cutnJets = TCut((ReplaceAll((const char*)cutnJets,"pt2>20","pt2>10")).c_str());
1885	+	cutnJets = TCut((ReplaceAll((const char*)cutnJets,"pfJetGoodNum40>=3","pfJetGoodNum40>=2")).c_str());
1886	+	cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta2)<1.4","abs(eta2)<2.4")).c_str());
1887	+	cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta1)<1.4","abs(eta1)<2.4")).c_str());
1888	+
1889	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor");
1890	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor");
1891	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor");
1892	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor");
1893	+
1894	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE");
1895	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE");
1896	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE_HighMass");
1897	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE_HighMass");
1898	+
1899	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE");
1900	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE");
1901	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE_HighMass");
1902	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE_HighMass");
1903	+	QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/Aachen_SameFlavor");
1904	+	QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/Aachen_OppositeFlavor");
1905	+
1906	+
1907	+
1908	+	cout << "Kicking cutWeight  " << (const char*) cutWeight << endl;
1909	+	cout << "Keeping OSSF cut " << (const char*)cutOSSF << endl;
1910	+	cutWeight="1.0";
1911	+
1912	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE__NOPURW");
1913	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE__NOPURW");
1914	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE_HighMass__NOPURW");
1915	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
1916	+
1917	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE__NOPURW");
1918	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE__NOPURW");
1919	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE_HighMass__NOPURW");
1920	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
1921	+
1922	+	cutnJets  = cutnJetsBKP;
1923	+	cutWeight = cutweightBKP;
1924	+	essentialcut = essentialcutBKP;
1925	+	*/
1926	+	write_error(__FUNCTION__,"Still need to add systematic shape");assert(0);
1927	+	}
1928	+
1929	+	void MakeTauPlot(string label, TCut pcut, string filename, bool TauOnly) {
1930	+	TCut cut=pcut&&basiccut;
1931	+	string variable="mll";
1932	+	string xlabel="m_{ll} [GeV]";
1933	+	int nbins=40;
1934	+	float min=0;
1935	+	float max=200;
1936	+
1937	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1938	+	TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cut&&cutOSSF,data,luminosity);
1939	+	TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cut&&cutOSOF,data,luminosity);
1940	+	TH1F *tauSF = allsamples.Draw("tauSF",variable,nbins,min,max, xlabel, "events",cut&&cutOSSF,data,luminosity,systsamples.FindSample("DYToTauTau"));
1941	+	TH1F *tauOF = allsamples.Draw("tauOF",variable,nbins,min,max, xlabel, "events",cut&&cutOSOF,data,luminosity,systsamples.FindSample("DYToTauTau"));
1942	+	datahistoSF->SetMarkerSize(DataMarkerSize);
1943	+	datahistoSF->SetMaximum(1.3*datahistoSF->GetMaximum());
1944	+	datahistoOF->SetMarkerSize(DataMarkerSize);
1945	+	datahistoOF->SetMaximum(1.3*datahistoOF->GetMaximum());
1946	+
1947	+	THStack mcstackSF   = allsamples.DrawStack("mcstackSF",  variable,nbins,min,max,xlabel,"events",cut&&cutOSSF,mc,luminosity);
1948	+	THStack mcstackOF   = allsamples.DrawStack("mcstackOF",  variable,nbins,min,max,xlabel,"events",cut&&cutOSOF,mc,luminosity);
1949	+	datahistoSF->Draw("e1");
1950	+	ckin->Update();
1951	+	mcstackSF.Draw("histo,same");
1952	+
1953	+	datahistoSF->Draw("same,e1");
1954	+	TLegend *kinleg = allsamples.allbglegend();
1955	+	kinleg->Draw();
1956	+
1957	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1958	+	kinpad->cd();
1959	+	datahistoSF->Draw("e1");
1960	+	mcstackSF.Draw("histo,same");
1961	+	datahistoSF->Draw("same,e1");
1962	+	datahistoSF->Draw("same,axis");
1963	+	kinleg->Draw();
1964	+	DrawPrelim();
1965	+	Save_With_Ratio(datahistoSF,mcstackSF,kinpad->cd(),filename+"__SF_mc");
1966	+
1967	+	kinpad->cd();
1968	+	datahistoOF->Draw("e1");
1969	+	mcstackOF.Draw("histo,same");
1970	+	datahistoOF->Draw("same,e1");
1971	+	datahistoOF->Draw("same,axis");
1972	+	kinleg->Draw();
1973	+	DrawPrelim();
1974	+	Save_With_Ratio(datahistoOF,mcstackOF,kinpad->cd(),filename+"__OF_mc");
1975	+
1976	+	kinpad->cd();
1977	+	tauSF->Draw("e1");
1978	+	tauOF->Draw("histo,same");
1979	+	tauSF->Draw("e1,same");
1980	+	TLegend *legtau = make_legend();
1981	+	legtau->AddEntry(tauSF,"DY->#tau#tau, SF","p");
1982	+	legtau->AddEntry(tauSF,"DY->#tau#tau, OF","l");
1983	+	legtau->Draw();
1984	+	DrawPrelim();
1985	+	Save_With_Ratio(tauSF,tauOF,kinpad->cd(),filename+"__Tau_SF_vs_OF");
1986	+
1987	+	delete datahistoSF;
1988	+	delete datahistoOF;
1989	+	delete tauSF;
1990	+	delete tauOF;
1991	+	delete kinpad;
1992	+	delete ckin;
1993	+	CleanLegends();
1994	+	}
1995	+
1996
1997	+	void TauQuestion() {
1998	+	//   MakeTauPlot("MET>100 GeV, #geq 3 jets",cutnJets&&TCut("met[4]>100"),"TauQ/MET100_3Jets",true);
1999	+	//   MakeTauPlot("MET>100 GeV",TCut("met[4]>100"),"TauQ/MET100",true);
2000	+	//   MakeTauPlot("MET>0 GeV",TCut("met[4]>0"),"TauQ/MET0",true);
2001	+	MakeTauPlot("b-tag veto, 50<MET<100",TCut("pfJetGoodNumBtag30==0&&met[4]>50&&met[4]<100"),"TauQ/ControlPlots",false);
2002		}
2003
2004		void do_kinematic_plots(string mcjzb, string datajzb, bool doPF=false)
2005		{
2006	+	//  switch_overunderflow(true);
2007		bool dolog=true;
2008		bool nolog=false;
2009
2010		bool doOFSF = false;
2011	<	bool doKin  = false;
2012	<	bool doDataComp = true;
2011	>	bool doKin  = true;
2012	>	bool doDataComp = false;
2013	>	bool MakeTwoThreeJetComparison = false;
2014
2015
2016		if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
#	Line 750 | Line 2020 | void do_kinematic_plots(string mcjzb, st
2020		mll_low=20;
2021		mll_hi=320;
2022		}
2023	+
2024	+	if(MakeTwoThreeJetComparison) MakeElegantTwoThreeComparisons();
2025	+
2026	+	//TauQuestion();
2027
2028	+	//ProduceJanPlots();
2029	+	ProduceMCSystematicPlots();
2030	+	assert(0);
2031	+	//  make_plain_kin_plot("pt",Cut2Str(cutOSSF&&TCut("mll>20&&pfJetGoodNumBtag30>=2")),40,0,200,nolog,"Z p_{T}","PlotForKostas",doPF,true);
2032	+
2033		if ( doOFSF ) {
2034	<	make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll");
2035	<
2036	<	make_OFSF_plots("pfJetGoodNum40",     "met[4]>100", 7, 3, 10, true, "#(jets)", "njets");
2037	<	make_OFSF_plots("pfJetGoodNum40",     "met[4]>100&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", "njets_btagVeto");
2038	<	make_OFSF_plots("pfJetGoodNum40",     "met[4]>100&&pfJetGoodNumBtag30>0", 7, 3, 10, true, "#(jets)", "njets_AtLeastOneBJet30");
2039	<
2040	<	make_OFSF_plots("pfJetGoodNumBtag30", "met[4]>100", 5, 0, 5, true, "#(b-jets)", "nbjets");
2041	<	make_OFSF_plots("iso1", "met[4]>100", 20, 0, 0.3, true, "lepton 1 isolation", "iso1");
2042	<	make_OFSF_plots("iso2", "met[4]>100", 20, 0, 0.3, true, "lepton 2 isolation", "iso2");
2043	<	//  make_OFSF_plots("pt1",  "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1");
2044	<	//  make_OFSF_plots("pt2",  "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2");
2045	<	make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", 0.15);
2046	<	make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", 0.15);
2047	<	//  make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", 0.2);
2048	<	//  make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", 0.2);
2049	<	//  make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", 0.2);
2050	<	make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", "dphij1met", 0.2);
2034	>	make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll");
2035	>	make_OFSF_plots("met[4]", "met[4]>100", 30, 100., 400., false, "PFMET", "met");
2036	>	make_OFSF_plots("leptonNum", "met[4]>100", 3, 2, 5., false, "N(leptons)", "NLeptons");
2037	>
2038	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100",                        7, 3, 10, true, "#(jets)", "njets");
2039	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", "njets_btagVeto");
2040	>	make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30>0",  7, 3, 10, true, "#(jets)", "njets_AtLeastOneBJet30");
2041	>
2042	>	make_OFSF_plots("pfJetGoodNumBtag30", "met[4]>100", 5, 0, 5, true, "#(b-jets)", "nbjets");
2043	>	make_OFSF_plots("pfJetGoodPtBtag[0]", "met[4]>100&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", "ptb1");
2044	>
2045	>	make_OFSF_plots("iso1", "met[4]>100", 20, 0, 0.3, true, "lepton 1 isolation", "iso1");
2046	>	make_OFSF_plots("iso2", "met[4]>100", 20, 0, 0.3, true, "lepton 2 isolation", "iso2");
2047	>	make_OFSF_plots("pt1",  "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1");
2048	>	make_OFSF_plots("pt2",  "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2");
2049	>	make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", 0.15);
2050	>	make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", 0.15);
2051	>	make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", 0.2);
2052	>	make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", 0.2);
2053	>	make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", 0.2);
2054	>	make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", "dphij1met", 0.2);
2055		make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", "dphi", 0.2);
2056	<	//  make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", "dphiMet1", 0.2);
2057	<	//  make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", "dphiMet2", 0.2);
2056	>	make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", "dphiMet1", 0.2);
2057	>	make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", "dphiMet2", 0.2);
2058		make_OFSF_plots("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", "met[4]>100", 16, 0, 3.2, false, "Min(|#Delta#phi(l,MET)|)", "dphilc");
2059		make_OFSF_plots("TMath::Min(TMath::Abs(pfJetDphiMet[0]), TMath::Min(TMath::Abs(pfJetDphiMet[1]), TMath::Abs(pfJetDphiMet[2])))", "met[4]>100", 16, 0, 3.2, false, "Min(|#Delta#phi(jet,MET)|)", "dphijc");
2060		make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(dphiMet1)), (TMath::Pi() - TMath::Abs(dphiMet2)))", "met[4]>100", 16, 0, 3.2, false, "Min(#pi - |#Delta#phi(l,MET)|)", "dphilco");
2061		make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(pfJetDphiMet[0])), TMath::Min( (TMath::Pi()-TMath::Abs(pfJetDphiMet[1])), (TMath::Pi() - TMath::Abs(pfJetDphiMet[2]))))", "met[4]>100", 16, 0, 3.2, false, "Min(#pi - |#Delta#phi(jet,MET)|)", "dphijco");
2062		}
2063
2064	<	if ( doDataComp && !PlottingSetup::openBox ) {
2064	>	if ( doDataComp) {
2065		TCut mllCut("");
2066	<	if ( !PlottingSetup::openBox ) mllCut = "mll>120";
2066	>	float massmin = 15.;
2067	>	float massmax = 315;
2068	>	int massnbins = 60;
2069	>	/*    if ( !PlottingSetup::openBox ) {
2070	>	mllCut = "mll>70";
2071	>	massmin = 120;
2072	>	massmax = 360;
2073	>	massnbins = 14;
2074	>	}*/
2075
2076		TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
2077	<	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut,           60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig");
2078	<	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee");
2079	<	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm");
2080	<
2081	<	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0",           60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
2082	<	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0&&pfJetGoodNumBtag30==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee_btagVeto");
2083	<	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1&&pfJetGoodNumBtag30==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm_btagVeto");
2084	<
2085	<	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",           60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
2086	<	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0&&pfJetGoodNumBtag30>0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee_AtLeastOneBJet");
2087	<	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1&&pfJetGoodNumBtag30>0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm_AtLeastOneBJet");
2077	>
2078	>	make_data_comparison_plot("numVtx", "",40, -0.5, 39.5,-1., true, "N(Vertices)", "numVtx");
2079	>	make_data_comparison_plot("pfJetGoodEta[0]", "",50, -3.0, 3.0,-1., true, "N(Jets)", "pfJetGoodEta0");
2080	>
2081	>
2082	>	make_data_comparison_plot("pfJetGoodNum40", cutOSOF,10, -0.5, 9.5,-1., true, "N(Jets)", "njets_OF");
2083	>	make_data_comparison_plot("met[4]", cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_inclusive");
2084	>	make_data_comparison_plot("met[1]", cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_inclusive");
2085	>	make_data_comparison_plot("met[4]", cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_inclusive");
2086	>	make_data_comparison_plot("met[1]", cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_inclusive");
2087	>
2088	>	make_data_comparison_plot("met[4]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_exclusive");
2089	>	make_data_comparison_plot("met[1]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_exclusive");
2090	>	make_data_comparison_plot("met[4]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_exclusive");
2091	>	make_data_comparison_plot("met[1]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_exclusive");
2092	>
2093	>
2094	>	string basiccutsaved = (const char*)basiccut;
2095	>
2096	>	string newbasiccut=basiccutsaved;
2097	>
2098	>	size_t found;
2099	>	found = newbasiccut.find( "pt2>20" );
2100	>	while (found!=string::npos){
2101	>	newbasiccut.replace( found, string( "pt2>20" ).length(), "pt2>10" );
2102	>	found = newbasiccut.find( "pt2>20" );
2103	>	}
2104	>	basiccut=TCut(newbasiccut.c_str());
2105	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSSF,60, 0., 300.,-1., false, "mll", "mll_SF_Aachen_pt2010_met");
2106	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSOF,60, 0., 300.,-1., false, "mll", "mll_OF_Aachen_pt2010_met");
2107	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_Aachen_pt2010_t1cpfmet");
2108	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_Aachen_pt2010_t1cpfmet");
2109	>	basiccut=TCut(basiccutsaved.c_str());
2110	>
2111	>	make_data_comparison_plot("pfJetGoodNum40", cutOSSF, 8, 0., 8.,-1., true, "#(jets)", "njets_SF");
2112	>	make_data_comparison_plot("pfJetGoodNum40", cutOSOF, 8, 0., 8.,-1., true, "#(jets)", "njets_OF");
2113	>
2114	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_met");
2115	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_met");
2116	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_t1cpfmet");
2117	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_t1cpfmet");
2118	>
2119	>
2120	>	make_data_comparison_plot("mll", cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive");
2121	>	make_data_comparison_plot("mll", cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_ee");
2122	>	make_data_comparison_plot("mll", cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_mm");
2123	>	make_data_comparison_plot("mll", cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_inclusive");
2124	>	make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_ee");
2125	>	make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_mm");
2126	>	make_data_comparison_plot("mll", cutnJets&&cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive");
2127	>	make_data_comparison_plot("mll", cutnJets&&cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_exclusive");
2128	>
2129	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig");
2130	>	make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
2131	>
2132	>	make_data_comparison_plot("mll", TCut("abs(eta1)<1.4&&abs(eta2)<1.4") && cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_central");
2133	>	make_data_comparison_plot("mll", TCut("abs(eta1)<1.4&&abs(eta2)<1.4") && cutOSOF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_central");
2134	>
2135	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
2136	>	make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_btagVeto");
2137	>
2138	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
2139	>	make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_AtLeastOneBJet");
2140	>
2141	>
2142	>	make_data_comparison_plot("mll", mllCut&&cutOSOF&&cutSignal, massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
2143	>	make_data_comparison_plot("mll", cutmass&&cutOSSF&&"met[4]>100&&met[4]<150&&pfJetGoodNum40==2", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_CR");
2144	>	make_data_comparison_plot("mll", cutmass&&cutOSOF&&"met[4]>100&&met[4]<150&&pfJetGoodNum40==2", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_CR");
2145	>
2146	>	make_data_comparison_plot("pfJetGoodNum40", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_SF_sig");
2147	>	make_data_comparison_plot("pfJetGoodNum40", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_OF_sig");
2148	>	make_data_comparison_plot("pfJetGoodNumBtag30", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_SF_sig");
2149	>	make_data_comparison_plot("pfJetGoodNumBtag30", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_OF_sig");
2150
798	–	make_data_comparison_plot("mll", cutOSOF&&cutSignal, 60, 20., 320.,-1., false, "m_{ll}", "mll_OF_sig");
799	–	make_data_comparison_plot("mll", cutmass&&"met[4]>100&&met[4]<150&&pfJetGoodNum40<3", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_CR");
2151		}
2152
2153
2154		if ( doKin ) {
2155		string mllCut("");
2156	<	if ( !PlottingSetup::openBox ) mllCut = "&&mll>120";
2157	<
2156	>
2157	>
2158	>
2159	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_0j",doPF,true);
2160	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_1j",doPF,true);
2161	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_2j",doPF,true);
2162	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_3j",doPF,true);
2163	>
2164	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_0j",doPF,true);
2165	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_1j",doPF,true);
2166	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_2j",doPF,true);
2167	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_3j",doPF,true);
2168	>
2169	>
2170	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&cutnJets),120,0,1200,dolog,"H_{T}","HT_3jets_OF",doPF,true);
2171	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&cutnJets) ,120,0,1200,dolog,"H_{T}","HT_3jets_SF",doPF,true);
2172	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&cutnJets&&TCut("met[4]>100")),120,0,1200,dolog,"H_{T}","HT_3jets_OF_MET100",doPF,true);
2173	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&cutnJets&&TCut("met[4]>100")) ,120,0,1200,dolog,"H_{T}","HT_3jets_SF_MET100",doPF,true);
2174	>
2175	>
2176	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_0j",doPF,true);
2177	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_1j",doPF,true);
2178	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_2j",doPF,true);
2179	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_3j",doPF,true);
2180	>
2181	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_0j",doPF,true);
2182	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_1j",doPF,true);
2183	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_2j",doPF,true);
2184	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_3j",doPF,true);
2185	>
2186	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_SF_20to70",doPF,true);
2187	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_OF_20to70",doPF,true);
2188	>
2189	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_SF_above120",doPF,true);
2190	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_OF_above120",doPF,true);
2191	>
2192	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&TCut("pfJetGoodNum40==2")&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_SF_20to70___2jetsonly",doPF,true);
2193	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("pfJetGoodNum40==2")&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_OF_20to70___2jetsonly",doPF,true);
2194	>
2195	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&TCut("pfJetGoodNum40==2")&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_SF_above120___2jetsonly",doPF,true);
2196	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("pfJetGoodNum40==2")&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_OF_above120___2jetsonly",doPF,true);
2197	>
2198	>
2199	>	make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
2200	>	make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
2201		// Plots in signal region
2202		make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
2203	<	make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
2204	<	make_kin_plot("mll","mll>20&&met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
2205	<	make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
2206	<	make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
2203	>
2204	>
2205	>	make_kin_plot("MetFactor","",20,0,2,nolog,"MetFactor","MetFactor",doPF,true);
2206	>
2207	>	make_ttbar_comparison("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_30to70_2j__ALLMCSAMPLES");
2208	>	/*
2209	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_30to70_0j");
2210	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_30to70_1j");
2211	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_30to70_2j");
2212	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_30to70_3j");
2213	>
2214	>	DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_SF_30to70_0j");
2215	>	DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_SF_30to70_1j");
2216	>	DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_SF_30to70_2j");
2217	>	DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_SF_30to70_3j");
2218	>
2219	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_Z_0j");
2220	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_Z_1j");
2221	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_Z_2j");
2222	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_Z_3j");
2223	>
2224	>
2225	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll");
2226	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==0"),dolog,"m_{ll} [GeV]","kinSys/mll_ee");
2227	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==1"),dolog,"m_{ll} [GeV]","kinSys/mll_mm");
2228	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_osof");
2229	>
2230	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive");
2231	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive_osof");
2232	>
2233	>	DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSSF,dolog,"nJets","kinSys/nJets_ossf");
2234	>	DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSOF,dolog,"nJets","kinSys/nJets_osof");
2235	>
2236	>	DoMCSystPlot("pfJetGoodPt[0]/pfJetGoodPt[1]",45,1,10,cutnJets&&cutOSSF,dolog,"p_{T}^{J1} / p_{T}^{J2}","kinSys/j1j2ratio");
2237	>	DoMCSystPlot("TMath::Abs(pfJetDphiMet[0])",32,0,3.2,cutnJets&&cutOSSF,dolog,"|#Delta#phi(jet1,MET)|","kinSys/dphiJ1MET");
2238	>	DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSSF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_SFZP");
2239	>	DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSOF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_OFZP");
2240	>
2241	>	make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
2242	>	make_kin_plot("mll","mll>20",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
2243	>	make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
2244	>	make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
2245	>
2246	>	make_kin_plot("pfJetGoodNum40",mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
2247	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
2248	>
2249	>	make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_met100",doPF,true);
2250	>	make_kin_plot("mll","mll>20&&met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_met100",doPF,true,true);
2251	>	make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee_met100",doPF,true);
2252	>	make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm_met100",doPF,true);
2253	>
2254
2255	<	make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
2256	<	make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
2255	>	make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets_met100",doPF);
2256	>	make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof_met100",doPF);
2257
2258		// Further inclusive invariant mass plots
2259	<	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
2259	>	make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
2260		make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
2261		make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
2262	<	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
2262	>	make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
2263
2264	<	//make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
2264	>	make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
2265		//if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
2266
826	–	//make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
827	–	//make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
2267
2268		// Number of jets
2269		make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
2270		make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
2271	<	//make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
2271	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
2272
2273		// Others
2274		make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
#	Line 861 | Line 2300 | void do_kinematic_plots(string mcjzb, st
2300
2301		//   make_kin_plot("mll","met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV] (MET>100GeV)","mll_met100_ll",doPF,true);
2302		//make_kin_plot("mll","met[4]>150&&id1==0",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ee} [GeV] (MET>150GeV)","mll_met150_ee",doPF,true);
2303	<	//make_kin_plot("mll","met[4]>150&&id1==1",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{#mu#mu} [GeV] (MET>150GeV)","mll_met150_mm",doPF,true);
2303	>	//make_kin_plot("mll","met[4]>150&&id1==1",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{#mu#mu} [GeV] (MET>150GeV)","mll_met150_mm",doPF,true);*/
2304		}
2305	<
2306	<	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
2307	<	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
2308	<	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
2309	<	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
2310	<	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
2311	<	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
2312	<	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
874	<
875	<	//   make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
876	<	//   make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
2305	>	/*
2306	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
2307	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
2308	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
2309	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
2310	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
2311	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
2312	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
2313
2314	+	make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
2315	+	make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
2316	+	*/
2317	+	switch_overunderflow(false);
2318		}
2319
2320		void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
#	Line 914 | Line 2354 | void make_comp_plot( string var, string
2354		if (ymax>ymin) datahisto->SetMaximum(ymax);
2355		lm3histo->SetLineStyle(2);
2356		datahisto->Draw("e1");
2357	<	mcstack.Draw("same");
2357	>	mcstack.Draw("histo,same");
2358		datahisto->Draw("same,e1");
2359		lm3histo->Draw("hist,same");
2360		TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
#	Line 944 | Line 2384 | void region_comparison_plots(string mcjz
2384
2385		//  switch_overunderflow(true);  // switching overflow/underflow bins on
2386
2387	<
2387	>	switch_overunderflow(true);
2388		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
2389		for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
2390		float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
#	Line 1261 | Line 2701 | if you want to start from scratch (witho
2701
2702		void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
2703		{
2704	<	//  switch_overunderflow(true);
2704	>
2705		bool is_data=false;
2706		bool use_signal=false;
2707		if(use_data==1) is_data=true;
2708		if(use_data==2) use_signal=true;
2709	<	int nbins=50;//100;
2710	<	if(is_data) nbins=50;
2709	>	int nbins=int(high/10);//100;
2710	>	if(is_data) nbins=int(high/10);
2711		float low=0;
2712	<	float hi=500;
2712	>	float hi=high;
2713	>
2714	>	stringstream cutpositiveS;
2715	>	cutpositiveS << "(" << jzb << ">0)";
2716	>	TCut cutpositive(cutpositiveS.str().c_str());
2717	>	stringstream cutnegativeS;
2718	>	cutnegativeS << "(" << jzb << "<0)";
2719	>	TCut cutnegative(cutnegativeS.str().c_str());
2720	>
2721
2722		TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
2723	<	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2724	<	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2725	<	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2726	<	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2723	>	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2724	>	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2725	>	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2726	>	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2727
2728		blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
2729		blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
#	Line 1290 | Line 2738 | void do_prediction_plot(string jzb, TCan
2738
2739		TH1F *RcorrJZBeemmNoS;
2740
2741	<	//these are for the ratio
2742	<
2743	<	TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2744	<	TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2745	<	TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1298	<	TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2741	>	//these are for the ratio
2742	>	TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2743	>	TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2744	>	TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2745	>	TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2746
2747		TH1F *JRcorrJZBSBem;
2748		TH1F *JLcorrJZBSBem;
2749		TH1F *JRcorrJZBSBeemm;
2750		TH1F *JLcorrJZBSBeemm;
2751
2752	<	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);
2752	>	if(use_data==2 || overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,false);
2753
2754
2755		if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2756	<	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2757	<	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2758	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2759	<	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2756	>	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2757	>	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2758	>	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2759	>	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2760
2761		//these are for the ratio
2762	<	JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2763	<	JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2764	<	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2765	<	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2762	>	JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2763	>	JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2764	>	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2765	>	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2766		}
2767
2768		TH1F *lm4RcorrJZBeemm;
2769	<	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"));
2769	>	if(overlay_signal || use_data == 2 || use_data == 1) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,allsamples.FindSample("LM"));
2770
2771		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
2772
#	Line 1383 | Line 2830 | void do_prediction_plot(string jzb, TCan
2830		SQRT(BpredSys);
2831		BpredSys->Divide(JBpred);
2832
1386	–
2833		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
2834		TH1F *Tpred = (TH1F*)RcorrJZBem->Clone("Bpred");
2835		Tpred->Add(LcorrJZBem,-1.0);
#	Line 1436 | Line 2882 | void do_prediction_plot(string jzb, TCan
2882		Bpred->Draw("hist,same");
2883		//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
2884		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
2885	<	lm4RcorrJZBeemm->Draw("hist,same");
2885	>	//lm4RcorrJZBeemm->Draw("hist,same");
2886		legBpred->AddEntry(RcorrJZBeemm,"observed","p");
2887		legBpred->AddEntry(Bpred,"predicted","l");
2888		//    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
2889		//    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
2890	<	legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
2890	>	//     legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
2891		legBpred->Draw();
2892		DrawPrelim();
2893
#	Line 1451 | Line 2897 | void do_prediction_plot(string jzb, TCan
2897		Bpred->SetLineWidth(2);
2898		predcomppad->cd();
2899		predcomppad->SetLogy(1);
1454	–
2900		TH1F *jzbnegative = (TH1F*)LcorrJZBeemm->Clone("jzbnegative");
2901		TH1F *sidebandsemu = (TH1F*)Bpred->Clone("sidebandsemu");
2902		sidebandsemu->Add(jzbnegative,-1);
#	Line 1473 | Line 2918 | void do_prediction_plot(string jzb, TCan
2918		//    lm4RcorrJZBeemm->SetLineColor(kOrange+1);
2919		lm4RcorrJZBeemm->SetLineWidth(2);
2920		//lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
2921	<	lm4RcorrJZBeemm->Draw("histo,same");
2921	>	//     lm4RcorrJZBeemm->Draw("histo,same");
2922		DrawPrelim();
2923		TLegend *speciallegBpred = make_legend("",0.45,0.55);
2924		//TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
#	Line 1483 | Line 2928 | void do_prediction_plot(string jzb, TCan
2928		if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
2929		else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
2930		//    speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
2931	<	speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2931	>	//     speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2932		speciallegBpred->Draw();
2933	<	save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
2933	>	Save_With_Ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
2934	>	delete predcomppad;
2935
2936		TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
2937		specialcanv->SetLogy(1);
2938		//    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
2939		blankback->Draw();
2940		//    kostack.Draw("same");
2941	<	predcomposition.Draw();
2941	>	predcomposition.Draw("hist");
2942		Bpred->Draw("hist,same");
2943		//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
2944		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
#	Line 1519 | Line 2965 | void do_prediction_plot(string jzb, TCan
2965		legBpred->AddEntry(Bpred,"MC predicted","l");
2966		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
2967		if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
2968	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2968	>	//     if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2969		legBpred->Draw();
2970		DrawMCPrelim();
2971		Bpredsaveas="Bpred_MC";
#	Line 1551 | Line 2997 | void do_prediction_plot(string jzb, TCan
2997
2998		RcorrJZBeemmNoS->SetLineStyle(2);
2999		legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
3000	<	legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
3000	>	//       legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
3001		legBpred2->Draw();
3002		RcorrJZBeemmNoS->SetLineColor(TColor::GetColor("#61210B"));
3003		RcorrJZBeemmNoS->Draw("histo,same");
#	Line 1568 | Line 3014 | void do_prediction_plot(string jzb, TCan
3014		string ytitle("ratio");
3015		if ( use_data==1 ) ytitle = "data/pred";
3016		//save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
3017	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
3017	>	Save_With_Ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
3018	>
3019	>	delete kinpad;
3020	>
3021
3022
3023		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
#	Line 1628 | Line 3077 | void do_prediction_plot(string jzb, TCan
3077		legBpredc->AddEntry(Bpredem,"MC OFZP","l");
3078		legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
3079		legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
3080	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3080	>	//       if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3081		legBpredc->Draw();
3082		CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
3083		}
#	Line 1664 | Line 3113 | void do_prediction_plot(string jzb, TCan
3113		delete JLcorrJZBSBeemm;
3114		}
3115		if(overlay_signal || use_data==2) delete lm4RcorrJZBeemm;
1667	–	switch_overunderflow(false);
3116		}
3117
3118		void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
3119	+	switch_overunderflow(true);
3120		TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
3121		do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
3122		if ( !PlottingSetup::Approved ) {
#	Line 1676 | Line 3125 | void do_prediction_plots(string mcjzb, s
3125		} else {
3126		write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
3127		}
3128	<	}
3129	<
1681	<	void do_ratio_plot(int is_data,vector<float> binning, string jzb, TCanvas *can, float high=-9999) {
1682	<	bool do_data=0;
1683	<	bool dosignal=0;
1684	<	if(is_data==1) do_data=1;
1685	<	if(is_data==2) dosignal=1;
1686	<	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1687	<	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1688	<	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1689	<	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1690	<
1691	<	TH1F *RcorrJZBSBem;
1692	<	TH1F *LcorrJZBSBem;
1693	<	TH1F *RcorrJZBSBeemm;
1694	<	TH1F *LcorrJZBSbeemm;
1695	<
1696	<	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1697	<	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1698	<	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1699	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1700	<	LcorrJZBSbeemm = allsamples.Draw("LcorrJZBSbeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1701	<	}
1702	<
1703	<
1704	<
1705	<
1706	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1707	<	TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
1708	<	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1709	<	Bpred->Add(RcorrJZBem,1.0/3);
1710	<	Bpred->Add(LcorrJZBem,-1.0/3);
1711	<	Bpred->Add(RcorrJZBSBem,1.0/3);
1712	<	Bpred->Add(LcorrJZBSBem,-1.0/3);
1713	<	Bpred->Add(RcorrJZBSBeemm,1.0/3);
1714	<	Bpred->Add(LcorrJZBSbeemm,-1.0/3);
1715	<	} else {
1716	<	Bpred->Add(RcorrJZBem,1.0);
1717	<	Bpred->Add(LcorrJZBem,-1.0);
1718	<	}
1719	<
1720	<	can->cd();
1721	<	can->SetLogy(0);
1722	<	Bpred->SetLineColor(kRed);
1723	<	Bpred->SetStats(0);
1724	<	if(high>0) Bpred->GetXaxis()->SetRangeUser(0,high);
1725	<	TH1F *JZBratioforfitting=(TH1F*)RcorrJZBeemm->Clone("JZBratioforfitting");
1726	<	JZBratioforfitting->Divide(Bpred);
1727	<	TGraphAsymmErrors *JZBratio = histRatio(RcorrJZBeemm,Bpred,is_data,binning,false);
1728	<
1729	<
1730	<	JZBratio->SetTitle("");
1731	<	JZBratio->GetYaxis()->SetRangeUser(0.0,9.0);
1732	<	//  if(is_data==1) JZBratio->GetXaxis()->SetRangeUser(0,jzbHigh );
1733	<
1734	<	TF1 *pol0 = new TF1("pol0","[0]",0,1000);
1735	<	TF1 *pol0d = new TF1("pol0","[0]",0,1000);
1736	<	//  straightline_fit->SetParameter(0,1);
1737	<	JZBratioforfitting->Fit(pol0,"Q0R","",0,30);
1738	<	pol0d->SetParameter(0,pol0->GetParameter(0));
1739	<
1740	<	JZBratio->GetYaxis()->SetTitle("Observed/Predicted");
1741	<	JZBratio->GetXaxis()->SetTitle("JZB [GeV]");
1742	<	if ( high>0 ) JZBratio->GetXaxis()->SetRangeUser(0.0,high);
1743	<	JZBratio->GetYaxis()->SetNdivisions(519);
1744	<	JZBratio->GetYaxis()->SetRangeUser(0.0,4.0);
1745	<	JZBratio->GetYaxis()->CenterTitle();
1746	<	JZBratio->GetXaxis()->CenterTitle();
1747	<	JZBratio->SetMarkerSize(DataMarkerSize);
1748	<	JZBratio->Draw("AP");
1749	<	/////----------------------------
1750	<	TPaveText *writeresult = new TPaveText(0.15,0.78,0.49,0.91,"blNDC");
1751	<	writeresult->SetFillStyle(4000);
1752	<	writeresult->SetFillColor(kWhite);
1753	<	writeresult->SetTextFont(42);
1754	<	writeresult->SetTextSize(0.03);
1755	<	writeresult->SetTextAlign(12);
1756	<	ostringstream jzb_agreement_data_text;
1757	<	jzb_agreement_data_text<< setprecision(2) << "mean =" << pol0->GetParameter(0) << " #pm " << setprecision(1) <<  pol0->GetParError(0);
1758	<	if(is_data==1) fitresultconstdata=pol0->GetParameter(0);// data
1759	<	if(is_data==0) fitresultconstmc=pol0->GetParameter(0); // monte carlo, no signal
1760	<	/*  if(is_data) writeresult->AddText("Data closure test");
1761	<	else writeresult->AddText("MC closure test");
1762	<	*/
1763	<	writeresult->AddText(jzb_agreement_data_text.str().c_str());
1764	<	//  writeresult->Draw("same");
1765	<	//  pol0d->Draw("same");
1766	<	TF1 *topline =  new TF1("","1.5",0,1000);
1767	<	TF1 *bottomline =  new TF1("","0.5",0,1000);
1768	<	topline->SetLineColor(kBlue);
1769	<	topline->SetLineStyle(2);
1770	<	bottomline->SetLineColor(kBlue);
1771	<	bottomline->SetLineStyle(2);
1772	<	//  topline->Draw("same");
1773	<	//  bottomline->Draw("same");
1774	<	TF1 *oneline = new TF1("","1.0",0,1000);
1775	<	oneline->SetLineColor(kBlue);
1776	<	oneline->SetLineStyle(1);
1777	<	oneline->Draw("same");
1778	<	TLegend *phony_leg = make_legend("ratio",0.6,0.55,false);//this line is just to have the default CMS Preliminary (...) on the canvas as well.
1779	<	if(is_data==1) DrawPrelim();
1780	<	else DrawMCPrelim();
1781	<	TLegend *leg = new TLegend(0.55,0.75,0.89,0.89);
1782	<	leg->SetTextFont(42);
1783	<	leg->SetTextSize(0.04);
1784	<	//   if(is_data==1) leg->SetHeader("Ratio (data)");
1785	<	//   else leg->SetHeader("Ratio (MC)");
1786	<
1787	<	TString MCtitle("MC ");
1788	<	if (is_data==1) MCtitle = "";
1789	<
1790	<	leg->SetFillStyle(4000);
1791	<	leg->SetFillColor(kWhite);
1792	<	leg->SetTextFont(42);
1793	<	//  leg->AddEntry(topline,"+20\% sys envelope","l");
1794	<	leg->AddEntry(JZBratio,MCtitle+"obs / "+MCtitle+"pred","p");
1795	<	leg->AddEntry(oneline,"ratio = 1","l");
1796	<	//  leg->AddEntry(pol0d,"fit in [0,30] GeV","l");
1797	<	//  leg->AddEntry(bottomline,"#pm50% envelope","l");
1798	<
1799	<
1800	<	//leg->Draw("same"); // no longer drawing legend
1801	<
1802	<	if(is_data==1) CompleteSave(can, "jzb_ratio_data");
1803	<	if(is_data==0) CompleteSave(can, "jzb_ratio_mc");
1804	<	if(is_data==2) CompleteSave(can, "jzb_ratio_mc_BandS");//special case, MC with signal!
1805	<
1806	<	delete RcorrJZBeemm;
1807	<	delete LcorrJZBeemm;
1808	<	delete RcorrJZBem;
1809	<	delete LcorrJZBem;
1810	<
1811	<	delete RcorrJZBSBem;
1812	<	delete LcorrJZBSBem;
1813	<	delete RcorrJZBSBeemm;
1814	<	delete LcorrJZBSbeemm;
1815	<	}
1816	<
1817	<	void do_ratio_plots(string mcjzb,string datajzb,vector<float> ratio_binning) {
1818	<	TCanvas *globalc = new TCanvas("globalc","Ratio Plot Canvas");
1819	<	globalc->SetLogy(0);
1820	<
1821	<	do_ratio_plot(mc,ratio_binning,mcjzb,globalc, jzbHigh  );
1822	<	do_ratio_plot(data,ratio_binning,datajzb,globalc, jzbHigh  );
1823	<	do_ratio_plot(mcwithsignal,ratio_binning,mcjzb,globalc, jzbHigh  );
3128	>	delete globalcanvas;
3129	>	switch_overunderflow(false);
3130		}
3131
3132		string give_jzb_expression(float peak, int type) {
#	Line 1907 | Line 3213 | void lepton_comparison_plots() {
3213		eemmlegend->AddEntry(jmmd,"#mu#mu","l");
3214		eemmlegend->Draw();
3215		DrawPrelim();
3216	<	save_with_ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
3216	>	Save_With_Ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
3217
3218		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"));
3219		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"));
#	Line 2008 | Line 3314 | void draw_pure_jzb_histo(TCut cut,string
3314		datahisto->SetMinimum(0.1);
3315		datahisto->SetMarkerSize(DataMarkerSize);
3316		datahisto->Draw("e1");
3317	<	mcstack.Draw("same");
3317	>	mcstack.Draw("histo,same");
3318		datahisto->Draw("same,e1");
3319
3320		TLegend *leg;
#	Line 2030 | Line 3336 | void draw_pure_jzb_histo(TCut cut,string
3336		TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
3337		writeline1->SetTextSize(0.035);
3338		writeline1->Draw();
3339	<	if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
3340	<	else save_with_ratio(datahisto,mcstack,jzbpad->cd(),savename);
3339	>	if(!Contains(savename,"Dibosons")) Save_With_Ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
3340	>	else Save_With_Ratio(datahisto,mcstack,jzbpad->cd(),savename);
3341		TPad *jzbpad2 = new TPad("jzbpad2","jzbpad2",0,0,1,1);
3342		jzbpad2->cd();
3343		jzbpad2->SetLogy(1);
#	Line 2039 | Line 3345 | void draw_pure_jzb_histo(TCut cut,string
3345		datahisto->SetMinimum(0.1);
3346		datahisto->SetMarkerSize(DataMarkerSize);
3347		datahisto->Draw("e1");
3348	<	mcstack.Draw("same");
3348	>	mcstack.Draw("histo,same");
3349		datahisto->Draw("same,e1");
3350		leg->SetHeader("");
3351		leg->Draw();
3352		writeline1->SetTextSize(0.035);
3353		writeline1->Draw();
3354		DrawPrelim();
3355	<	if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
3356	<	else save_with_ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
3355	>	if(!Contains(savename,"Dibosons")) Save_With_Ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
3356	>	else Save_With_Ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
3357		datahisto->Delete();
3358		mcstack.Delete();
3359		}
#	Line 2088 | Line 3394 | void produce_stretched_jzb_plots(string
3394
3395
3396		void diboson_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
3397	+	switch_overunderflow(true);
3398		vector<int> SamplesToBeModified = allsamples.FindSampleBySampleName("WW/WZ/ZZ");
3399
3400		if(SamplesToBeModified.size()==0 || SamplesToBeModified[0]==-1) {
#	Line 2127 | Line 3434 | void diboson_plots(string mcjzb, string
3434		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;
3435
3436		}
3437	<
3437	>	//   switch_overunderflow(false);
3438		}
3439
3440
#	Line 2154 | Line 3461 | void draw_normalized_data_vs_data_histo(
3461		leg->AddEntry(datahisto2,legentry2.c_str());
3462		leg->Draw();
3463
3464	<	save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
3464	>	Save_With_Ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
3465
3466		datahisto1->Delete();
3467		datahisto2->Delete();
#	Line 2162 | Line 3469 | void draw_normalized_data_vs_data_histo(
3469
3470
3471		void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
3472	+	switch_overunderflow(true);
3473		TCanvas *can = new TCanvas("can","JZB Plots Canvas");
3474		float max=jzbHigh ;
3475		float min=-120;
#	Line 2198 | Line 3506 | void jzb_plots(string mcjzb, string data
3506		if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
3507		}
3508		delete can;
3509	+	switch_overunderflow(false);
3510		}
3511
3512
#	Line 2646 | Line 3955 | void find_correction_factors(string &jzb
3955
3956		}
3957
3958	<	void pick_up_events(string cut) {
3959	<	dout << "Picking up events with cut " << cut << endl;
2651	<	allsamples.PickUpEvents(cut);
3958	>	void pick_up_events(string cut, string filename) {
3959	>	allsamples.PickUpEvents(cut,filename);
3960		}
3961
3962		void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
#	Line 2738 | Line 4046 | void ttbar_sidebands_comparison(string m
4046		//in the case of the on peak analysis, we compare the 3 control regions to the real value
4047		//in the case of the OFF peak analysis, we compare our control region to the real value
4048		TCut weightbackup=cutWeight;
4049	+	switch_overunderflow(true);
4050
4051		bool doPURW=false;
4052
#	Line 2759 | Line 4068 | void ttbar_sidebands_comparison(string m
4068
4069		float simulatedlumi = luminosity; //in pb please - adjust to your likings
4070
4071	<	TH1F *TZem  = systsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4072	<	TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4071	>	TH1F *TZem  = allsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4072	>	TH1F *nTZem = allsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4073		TH1F *TSem;
4074		TH1F *nTSem;
4075	<	TH1F *TZeemm  = systsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4076	<	TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4075	>	TH1F *TZeemm  = allsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4076	>	TH1F *nTZeemm = allsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4077		TH1F *TSeemm;
4078		TH1F *nTSeemm;
4079
4080		if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4081	<	TSem    = systsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4082	<	nTSem   = systsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4083	<	TSeemm  = systsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4084	<	nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4081	>	TSem    = allsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4082	>	nTSem   = allsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4083	>	TSeemm  = allsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4084	>	nTSeemm = allsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4085		}
4086
4087		TCanvas *tcan = new TCanvas("tcan","tcan");
#	Line 2804 | Line 4113 | void ttbar_sidebands_comparison(string m
4113		histos.push_back(TSem);
4114		histos.push_back(TSeemm);
4115		}
4116	<	draw_all_ttbar_histos(tcan,histos,"histo",1);
4116	>	draw_all_ttbar_histos(tcan,histos,"histo",8);
4117
4118		TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
4119		leg->AddEntry(TZeemm,"SFZP","l");
#	Line 2816 | Line 4125 | void ttbar_sidebands_comparison(string m
4125		leg->Draw("same");
4126		DrawMCPrelim(simulatedlumi);
4127		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison");
4128	+
4129		TH1F *TZemcopy = (TH1F*)TZem->Clone("TZemcopy");
4130		TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
4131		TH1F *TSeemmcopy;
#	Line 2881 | Line 4191 | void ttbar_sidebands_comparison(string m
4191		DrawMCPrelim(simulatedlumi);
4192		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
4193
4194	+
4195		if (0) { // Turn this off: we don't need this
4196
4197		///-------------- second part: only look at the quantity we actually care about!
#	Line 2986 | Line 4297 | void ttbar_sidebands_comparison(string m
4297
4298		delete tcan;
4299		cutWeight=weightbackup;
4300	+	switch_overunderflow(false);
4301		}
4302
4303		void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
#	Line 3020 | Line 4332 | void ttbar_sidebands_comparison(string m
4332		nicer_binning.push_back(150);
4333		//nicer_binning.push_back(175);
4334		nicer_binning.push_back(200);
4335	<	nicer_binning.push_back(250);
4336	<	nicer_binning.push_back(300);
4337	<	nicer_binning.push_back(400);
4335	>	//  nicer_binning.push_back(250);
4336	>	//  nicer_binning.push_back(300);
4337	>	//  nicer_binning.push_back(400);
4338
4339		ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
4340		}
4341
4342
4343	<	void zjets_prediction_comparison(string mcjzbWithPUa) {
4343	>	void zjets_prediction_comparison(string mcjzbWithPUa, TCut massregioncut, string massregionname) {
4344	>	cout << "****************************************************************************************************************************************************************" << endl;
4345		TCanvas *zcan = new TCanvas("zcan","zcan");
4346		//  zcan->SetLogy(1);
4347		TCut weightbackup=cutWeight;
4348
4349	<	bool UsePURW=false;
4349	>	bool UsePURW=true;
4350
4351
4352		string mcjzb;
4353		if(UsePURW) {
4354		mcjzb=mcjzbWithPUa;
4355	+	cout << "Using PURW peak positions" << endl;
4356		} else {
4357		// Do it without PU re-weighting
4358	+	cutWeight="1.0";
4359		float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
4360		stringstream resultsNoPU;
4361		stringstream noPUdatajzb;
#	Line 3051 | Line 4366 | void zjets_prediction_comparison(string
4366
4367		mcjzb = noPUmcjzb.str();
4368
3054	–	cutWeight="1.0";
4369		}
4370
4371
#	Line 3075 | Line 4389 | void zjets_prediction_comparison(string
4389		string var( "abs("+mcjzb+")" );
4390
4391		TCut notTau("abs(genMID1)!=15");
4392	<	TCut ONLYTau("mll>20");
4392	>	TCut ee_mm_tautau("mll>0");
4393
4394
4395	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
4396	<	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
4395	>	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4396	>	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4397
4398		hJZBpos->SetLineColor(kBlack);
4399		hJZBneg->SetLineColor(kRed);
#	Line 3094 | Line 4408 | void zjets_prediction_comparison(string
4408		leg->AddEntry(hJZBneg,"Predicted","l");
4409		leg->Draw("same");
4410		DrawMCPrelim(simulatedlumi);
4411	<	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
4411	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction"+any2string(massregionname));
4412
4413		TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
4414		hratio->Divide(hJZBneg);
#	Line 3103 | Line 4417 | void zjets_prediction_comparison(string
4417		cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
4418		}
4419
4420	<	zcan->SetLogy(0);
4421	<	hratio->GetYaxis()->SetRangeUser(0,2.0);
4420	>	//  zcan->SetLogy(0);
4421	>	hratio->GetYaxis()->SetRangeUser(0,2.5);
4422		hratio->GetYaxis()->SetTitle("Observed/Predicted");
4423		hratio->Draw("e1");
4424
#	Line 3126 | Line 4440 | void zjets_prediction_comparison(string
4440		leg2->AddEntry(bottom,"syst. envelope","l");
4441		leg2->Draw("same");
4442		DrawMCPrelim(simulatedlumi);
4443	<	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
4443	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio"+any2string(massregionname));
4444
4445		TCut reducedNJets(cutnJets);
4446
4447	<	TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
4448	<	TH1F *LcorrJZBeemm     = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
4449	<	TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
4450	<	TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
4447	>	TH1F *TAUhJZBpos       = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4448	>	TH1F *LcorrJZBeemm     = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4449	>	TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4450	>	TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4451
4452		TH1F *RcorrJZBSBem;
4453		TH1F *LcorrJZBSBem;
#	Line 3141 | Line 4455 | void zjets_prediction_comparison(string
4455		TH1F *LcorrJZBSBeemm;
4456
4457		if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4458	<	RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
4459	<	LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
4460	<	RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
4461	<	LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
4458	>	RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4459	>	LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4460	>	RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4461	>	LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4462		}
4463
4464		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
#	Line 3175 | Line 4489 | void zjets_prediction_comparison(string
4489		TAUleg->AddEntry(Bpred,"Predicted","l");
4490		TAUleg->Draw("same");
4491		DrawMCPrelim(simulatedlumi);
4492	<	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
4492	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction__"+any2string(massregionname));
4493
4494		TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
4495		TAUhratio->Divide(Bpred);
#	Line 3193 | Line 4507 | void zjets_prediction_comparison(string
4507		center->Draw("same");
4508		bottom->Draw("same");
4509
4510	<	TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow #tau#tau",0.25,0.75,false);
4510	>	TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
4511		TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
4512		TAUleg2->AddEntry(bottom,"syst. envelope","l");
4513		TAUleg2->Draw("same");
4514		DrawMCPrelim(simulatedlumi);
4515	<	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
4515	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio"+any2string(massregionname));
4516
4517		delete Bpred;
4518		delete TAUhJZBpos;
4519		delete LcorrJZBeemm;
4520		delete RcorrJZBem;
4521		delete LcorrJZBem;
4522	+	delete hJZBpos;
4523	+	delete hJZBneg;
4524
4525		if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4526		delete RcorrJZBSBem;
#	Line 3216 | Line 4532 | void zjets_prediction_comparison(string
4532
4533		delete zcan;
4534		cutWeight=weightbackup;
3219	–
4535		}
4536
4537
4538	<
4538	>	void zjets_prediction_comparison(string mcjzbWithPUa) {
4539	>	zjets_prediction_comparison(mcjzbWithPUa, TCut(""), "nomasscut");
4540	>	zjets_prediction_comparison(mcjzbWithPUa, TCut("abs(mll-91)<20"), "Zwindow_20");
4541	>	zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>20&&mll<70"), "LowMassRegion2070");
4542	>	zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>110"), "HighMassRegion110");
4543	>	}
4544	>
4545		void sideband_assessment(string datajzb, float min=30.0, float max=50.0) {
4546		tout << endl << endl;
4547		stringstream bordercut;
#	Line 3328 | Line 4649 | void make_table(samplecollection &coll,
4649		}
4650
4651		void met_jzb_cut(string datajzb, string mcjzb, vector<float> jzb_cut) {
4652	+	cout << "You probably don't want --met, you want --metplots ... " << endl;
4653	+	assert(0);
4654		/*we want a table like this:
4655		__________________     50   |   100  | ...
4656		| Data prediction |  a vs b | a vs b | ...
#	Line 3561 | Line 4884 | void qcd_plots(string datajzb, string mc
4884		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
4885		string ytitle("ratio");
4886		if ( use_data==1 ) ytitle = "data/pred";
4887	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
4887	>	Save_With_Ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
4888	>	delete kinpad;
4889
4890		TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
4891		TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
#	Line 3798 | Line 5122 | void met_vs_jzb_plots(string datajzb, st
5122		lg->SetHeader("DY");
5123
5124		lg->Draw();
5125	<	save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
5125	>	Save_With_Ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
5126
5127		TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
5128		metpad3->cd();
#	Line 3816 | Line 5140 | void met_vs_jzb_plots(string datajzb, st
5140
5141		lg2->Draw();
5142
5143	<	save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
5143	>	Save_With_Ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
5144
5145		TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
5146		metpad2->cd();
#	Line 3835 | Line 5159 | void met_vs_jzb_plots(string datajzb, st
5159		metlefta->Draw("histo");
5160		metrighta->Draw("same");
5161		lg->Draw();
5162	<	save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
5162	>	Save_With_Ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
5163
5164		delete Bpred;
5165		delete obs;
#	Line 3862 | Line 5186 | void met_vs_jzb_plots(string datajzb, st
5186		aobs->Draw("same");
5187		lg->SetHeader("All MC");
5188		lg->Draw();
5189	<	save_with_ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
5189	>	Save_With_Ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
5190
5191
5192		delete lg;

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