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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.80 by buchmann, Thu Jan 24 08:16:17 2013 UTC vs.
Revision 1.92 by buchmann, Tue Apr 30 09:49:05 2013 UTC

#	Line 87 | Line 87 | void find_one_peak_combination(TCut spec
87		delete tempcan;
88		}
89
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;
#	Line 234 | Line 329 | void make_special_obs_pred_mll_plot(stri
329
330		TLegend *leg = allsamples.allbglegend();
331		leg->SetX1(0.58);
332	<	leg->AddEntry(RcorrJZBeemm,"observed (data)","l");
332	>	//  leg->AddEntry(RcorrJZBeemm,"observed (data)","l");
333		leg->AddEntry(Bpred,"predicted (data)","l");
334		leg->Draw("same");
335
#	Line 262 | Line 357 | void make_special_obs_pred_mll_plot(stri
357		RcorrJZBeemm->Draw("same");
358
359		TLegend *leg2 = make_legend("",0.52,0.7);
360	<	leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
360	>	//  leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
361		leg2->AddEntry(Bpred,"predicted (data)","l");
362		leg2->AddEntry(SFN,  "  SF JZB<0","l");
363		leg2->AddEntry(OFN,  "  OF JZB<0","l");
#	Line 285 | 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 331 | 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 382 | Line 479 | float make_one_OFSF_plot(string variable
479		TCut cutSF;
480		TCut cutOF;
481
482	+	cout << "Going to use cutOSSF " << (const char*) cutOSSF << " and cutnJets " << (const char*) cutnJets << " and ibasiccut " << (const char*) ibasiccut << endl;
483		cutOF = cutOSOF&&cutnJets&&ibasiccut;
484		cutSF = cutOSSF&&cutnJets&&ibasiccut;
485	+
486	+	TCanvas *ofsf_can = new TCanvas("ofsf_can","ofsf_can");
487
488		TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
489		rcan->SetLogy(logscale);
#	Line 409 | Line 509 | float make_one_OFSF_plot(string variable
509		}
510		if (ymax<0) {
511		if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
512	<	else datahistoSF->SetMaximum(1.8*datahistoSF->GetMaximum());
512	>	else datahistoSF->SetMaximum(0.8*datahistoSF->GetMaximum());
513		} else {
514		datahistoSF->SetMaximum(ymax);
515		}
#	Line 446 | Line 546 | float make_one_OFSF_plot(string variable
546		//signalhisto->Delete();
547		delete mleg;
548		delete rcan;
549	+	delete ofsf_can;
550
551		return ymaxSet;
552
#	Line 615 | Line 716 | void DoMCSystPlot(string datavariable, s
716		string saveas="kin/"+filename;
717
718		cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
719	<	save_with_ratio_and_sys_band( datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc",Systematic );
719	>	save_with_ratio_and_sys_band(0.0, datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc",Systematic );
720
721		ckin->cd();
722		MCcentral->SetFillColor(kWhite);
#	Line 924 | Line 1025 | void make_JES_plot(TCut cut, string name
1025		CompleteSave(ckin,"Systematics/JES"+name);
1026		datahisto->Delete();
1027		delete ckin;
1028	<
1028	>	delete JESunc;
1029	>	delete JESup;
1030	>	delete JESdn;
1031	>	CleanLegends();
1032		}
1033
1034		string Cut2Str(TCut cut) {
#	Line 1050 | Line 1154 | void make_ttbar_comparison(string datava
1154
1155		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1156		ckin->SetLogy(dolog);
1157	<	cout << "\r Creating " << filename << " : data   (1/11)" << std::flush;
1157	>	cout << "\r Creating " << filename << " : data   (1/7)" << std::flush;
1158		TH1F *datahisto = allsamples.Draw("datahisto",datavariable,nbins,min,max, xlabel, "events",cut,data,luminosity);
1159		datahisto->SetMarkerSize(DataMarkerSize);
1160		if ( !dolog ) datahisto->SetMinimum(0); // Defaults
1161		else datahisto->SetMinimum(0.5);
1162		if (dolog) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
1163		else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
1164	<	cout << "\r Creating " << filename << " : MC central  (stack) (2/11)" << std::flush;
1164	>	cout << "\r Creating " << filename << " : MC central  (stack) (2/7)" << std::flush;
1165		THStack mcstack   = allsamples.DrawStack("mcstack",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1166		TH1F *MCcentral = CollapseStack(mcstack);
1167
1168	<	cout << "\r Creating " << filename << " : MC central (histo)   (3/11)" << std::flush;
1168	>	cout << "\r Creating " << filename << " : MC central (histo)   (3/7)" << std::flush;
1169		TH1F *TCentral        = allsamples.Draw ("TCentral",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,allsamples.FindSample("TTJets_"));
1170		TH1F *RCentral        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TCentral);
1171
1172	<	cout << "\r Creating " << filename << " : MC Matching up   (4/11)" << std::flush;
1172	>	cout << "\r Creating " << filename << " : MC Matching up   (4/7)" << std::flush;
1173		TH1F *TMatchingUp     = systsamples.Draw("TMatchingUp",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingup"));
1174		TH1F *RMatchingUp     = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingUp);
1175
1176	<	cout << "\r Creating " << filename << " : MC Matching down   (5/11)" << std::flush;
1176	>	cout << "\r Creating " << filename << " : MC Matching down   (5/7)" << std::flush;
1177		TH1F *TMatchingDown   = systsamples.Draw("TMatchingDown",mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingdown"));
1178		TH1F *RMatchingDown   = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingDown);
1179
1180	<	cout << "\r Creating " << filename << " : MC Scale up   (6/11)" << std::flush;
1180	>	cout << "\r Creating " << filename << " : MC Scale up   (6/7)" << std::flush;
1181		TH1F *TScaleUp        = systsamples.Draw("TScaleUp",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaleup"));
1182		TH1F *RScaleUp        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleUp);
1183
1184	<	cout << "\r Creating " << filename << " : MC Scale down   (7/11)" << std::flush;
1184	>	cout << "\r Creating " << filename << " : MC Scale down   (7/7)" << std::flush;
1185		TH1F *TScaleDown      = systsamples.Draw("TScaleDown",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaledown"));
1186		TH1F *RScaleDown      = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleDown);
1187
1084	–	cout << "\r Creating " << filename << " : MC mass=166   (8/11)" << std::flush;
1085	–	TH1F *Ttmass166       = systsamples.Draw("Ttmass166",    mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_mass166"));
1086	–	TH1F *Rtmass166       = ProduceTTbarRatio(datahisto,MCcentral,TCentral,Ttmass166);
1087	–
1088	–	cout << "\r Creating " << filename << " : MC mass=169   (9/11)" << std::flush;
1089	–	TH1F *Ttmass169       = systsamples.Draw("Ttmass169",    mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_mass169"));
1090	–	TH1F *Rtmass169       = ProduceTTbarRatio(datahisto,MCcentral,TCentral,Ttmass169);
1091	–
1092	–	cout << "\r Creating " << filename << " : MC mass=175   (10/11)" << std::flush;
1093	–	TH1F *Ttmass175       = systsamples.Draw("Ttmass175",    mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_mass175"));
1094	–	TH1F *Rtmass175       = ProduceTTbarRatio(datahisto,MCcentral,TCentral,Ttmass175);
1095	–
1096	–	cout << "\r Creating " << filename << " : MC mass=178   (11/11)" << std::flush;
1097	–	TH1F *Ttmass178       = systsamples.Draw("Ttmass178",    mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_mass178"));
1098	–	TH1F *Rtmass178       = ProduceTTbarRatio(datahisto,MCcentral,TCentral,Ttmass178);
1099	–
1100	–
1188		datahisto->Draw("e1");
1189		ckin->Update();
1190		mcstack.Draw("histo,same");
#	Line 1135 | Line 1222 | void make_ttbar_comparison(string datava
1222		TScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
1223		TScaleDown->SetLineStyle(3);//dotted
1224
1138	–	Ttmass166->SetLineColor(TColor::GetColor("#0acf00"));//green
1139	–	Ttmass166->SetLineStyle(3);//dotted
1140	–	Ttmass178->SetLineColor(TColor::GetColor("#0acf00"));
1141	–	Ttmass178->SetLineStyle(2);//dashed
1142	–
1143	–
1144	–	Ttmass169->SetLineColor(TColor::GetColor("#FF52F1"));//purple
1145	–	Ttmass169->SetLineStyle(3);//dotted
1146	–	Ttmass175->SetLineColor(TColor::GetColor("#FF52F1"));
1147	–	Ttmass175->SetLineStyle(2);//dashed
1148	–
1149	–
1150	–
1151	–
1225		MCcentral->SetLineStyle(3);
1226		MCcentral->SetLineColor(kRed);
1227
#	Line 1158 | Line 1231 | void make_ttbar_comparison(string datava
1231		TMatchingDown->Draw("histo,same");
1232		TScaleUp->Draw("histo,same");
1233		TScaleDown->Draw("histo,same");
1161	–	Ttmass166->Draw("histo,same");
1162	–	Ttmass169->Draw("histo,same");
1163	–	Ttmass175->Draw("histo,same");
1164	–	Ttmass178->Draw("histo,same");
1234
1235		TLegend *sleg = make_legend();
1236		sleg->AddEntry(TCentral,"Central","L");
#	Line 1169 | Line 1238 | void make_ttbar_comparison(string datava
1238		sleg->AddEntry(TMatchingDown,"matching down","L");
1239		sleg->AddEntry(TScaleUp,"scale up","L");
1240		sleg->AddEntry(TScaleDown,"scale down","L");
1172	–	sleg->AddEntry(Ttmass166,"m_{t}=166","L");
1173	–	sleg->AddEntry(Ttmass169,"m_{t}=169","L");
1174	–	sleg->AddEntry(Ttmass175,"m_{t}=175","L");
1175	–	sleg->AddEntry(Ttmass178,"m_{t}=178","L");
1241		sleg->Draw();
1242
1243		CompleteSave(ckin,saveas+"___AllLines");
#	Line 1191 | Line 1256 | void make_ttbar_comparison(string datava
1256		RScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
1257		RScaleDown->SetLineStyle(3);//dotted
1258
1194	–	Rtmass166->SetLineColor(TColor::GetColor("#0acf00"));//green
1195	–	Rtmass166->SetLineStyle(3);//dotted
1196	–	Rtmass178->SetLineColor(TColor::GetColor("#0acf00"));
1197	–	Rtmass178->SetLineStyle(2);//dashed
1198	–
1199	–
1200	–	Rtmass169->SetLineColor(TColor::GetColor("#FF52F1"));//purple
1201	–	Rtmass169->SetLineStyle(3);//dotted
1202	–	Rtmass175->SetLineColor(TColor::GetColor("#FF52F1"));
1203	–	Rtmass175->SetLineStyle(2);//dashed
1204	–
1205	–
1259		RCentral->GetYaxis()->SetRangeUser(0,2);
1260		RCentral->Draw("e1");
1261		RMatchingUp->Draw("histo,same");
1262		RMatchingDown->Draw("histo,same");
1263		RScaleUp->Draw("histo,same");
1264		RScaleDown->Draw("histo,same");
1212	–	Rtmass166->Draw("histo,same");
1213	–	Rtmass169->Draw("histo,same");
1214	–	Rtmass175->Draw("histo,same");
1215	–	Rtmass178->Draw("histo,same");
1265
1266		CompleteSave(ckin,saveas+"___AllRatios");
1267
1268	<	TCanvas *multicanvas = new TCanvas("multicanvas","multicanvas",1000,1000);
1269	<	multicanvas->Divide(2,2);
1268	>	TCanvas *multicanvas = new TCanvas("multicanvas","multicanvas",1400,700);
1269	>	multicanvas->Divide(2,1);
1270		PresentRange(RMatchingUp,RMatchingDown,RCentral,multicanvas->cd(1),"Matching");
1271		PresentRange(RScaleUp,RScaleDown,RCentral,multicanvas->cd(2),"Scale");
1223	–	PresentRange(Rtmass166,Rtmass178,RCentral,multicanvas->cd(3),"m_{t} (2#sigma)");
1224	–	PresentRange(Rtmass169,Rtmass175,RCentral,multicanvas->cd(4),"m_{t} (1#sigma)");
1272		CompleteSave(multicanvas,saveas+"___RangeIllustration");
1273
1274
#	Line 1231 | Line 1278 | void make_ttbar_comparison(string datava
1278		delete   TMatchingDown;
1279		delete   TScaleUp;
1280		delete   TScaleDown;
1281	<	delete   Ttmass166;
1282	<	delete   Ttmass169;
1283	<	delete   Ttmass175;
1284	<	delete   Ttmass178;
1281	>	//   delete   Ttmass166;
1282	>	//   delete   Ttmass169;
1283	>	//   delete   Ttmass175;
1284	>	//   delete   Ttmass178;
1285
1286		delete ckin;
1287
#	Line 1273 | Line 1320 | void ProduceJanPlots() {
1320		delete c1;
1321		}
1322
1323	<	THStack MakeOneSystematicsPlot(TCut cut, string saveas, string variation, TH1F *hdata, string variable, int nbins, float bmin, float bmax, string label) {
1323	>	THStack MakeOneSystematicsPlot(TCut cut, string saveas, string variation, TH1F *hdata, string variable, int nbins, float bmin, float bmax, string label, TH1F* &thisto) {
1324		THStack SystPlot = allsamples.DrawStack(variation,variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity);
1325
1326		//now need to process the plot (calculate the variation and set the member of thstack accordingly!)
#	Line 1294 | Line 1341 | THStack MakeOneSystematicsPlot(TCut cut,
1341		h->SetBinContent(i,varttbar->GetBinContent(i));
1342		h->SetBinError(i,varttbar->GetBinError(i));
1343		}
1344	+	thisto=(TH1F*)varttbar->Clone(variation.c_str());
1345		SystPlot.Modified();
1346		}
1347		}
1348		delete varttbar;
1349	+	} else {
1350	+	TIter nextHisto(SystPlot.GetHists());
1351	+	TH1F* h;
1352	+	while ( h = (TH1F*)nextHisto() ) {
1353	+	if(Contains(h->GetName(),"t_bar_t")) thisto=(TH1F*)h->Clone(variation.c_str());
1354	+	}
1355		}
1356	<
1356	>
1357		TLegend *fullleg = allsamples.allbglegend();
1358		fullleg->SetHeader(variation.c_str());
1359		TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
#	Line 1323 | Line 1377 | THStack MakeOneSystematicsPlot(TCut cut,
1377
1378		void ProduceMCSystematicPlot(string variable, int nbins, float bmin, float bmax, string label, TCut thiscut, string saveas) {
1379		TCanvas *ca = new TCanvas("ca","ca");
1326	–
1380		TH1F *hdata = allsamples.Draw("hdata",variable,nbins,bmin,bmax,label,"events",thiscut,data,luminosity);
1381
1382	<	THStack ScaleUp      = MakeOneSystematicsPlot(thiscut,saveas,"ScaleUp",hdata,variable, nbins, bmin, bmax, label);
1383	<	THStack ScaleDown    = MakeOneSystematicsPlot(thiscut,saveas,"ScaleDown",hdata,variable, nbins, bmin, bmax, label);
1384	<	THStack MatchingUp   = MakeOneSystematicsPlot(thiscut,saveas,"MatchingUp",hdata,variable, nbins, bmin, bmax, label);
1385	<	THStack MatchingDown = MakeOneSystematicsPlot(thiscut,saveas,"MatchingDown",hdata,variable, nbins, bmin, bmax, label);
1382	>	TH1F *tScaleUp,*tScaleDown,*tMatchingUp,*tMatchingDown,*tCentral;
1383	>
1384	>	THStack ScaleUp      = MakeOneSystematicsPlot(thiscut,saveas,"ScaleUp",hdata,variable, nbins, bmin, bmax, label,tScaleUp);
1385	>	THStack ScaleDown    = MakeOneSystematicsPlot(thiscut,saveas,"ScaleDown",hdata,variable, nbins, bmin, bmax, label,tScaleDown);
1386	>	THStack MatchingUp   = MakeOneSystematicsPlot(thiscut,saveas,"MatchingUp",hdata,variable, nbins, bmin, bmax, label,tMatchingUp);
1387	>	THStack MatchingDown = MakeOneSystematicsPlot(thiscut,saveas,"MatchingDown",hdata,variable, nbins, bmin, bmax, label,tMatchingDown);
1388
1389		TH1F *HScaleUp = CollapseStack(ScaleUp);
1390		TH1F *HScaleDown = CollapseStack(ScaleDown);
1391		TH1F *HMatchingUp = CollapseStack(MatchingUp);
1392		TH1F *HMatchingDown = CollapseStack(MatchingDown);
1393
1394	<	DeleteStack(ScaleUp);
1340	<	DeleteStack(ScaleDown);
1341	<	DeleteStack(MatchingUp);
1342	<	DeleteStack(MatchingDown);
1343	<
1344	<	THStack Central = MakeOneSystematicsPlot(thiscut,saveas,"Central",hdata,variable, nbins, bmin, bmax, label);
1394	>	THStack Central = MakeOneSystematicsPlot(thiscut,saveas,"Central",hdata,variable, nbins, bmin, bmax, label,tCentral);
1395		TH1F *HCentral = CollapseStack(Central);
1396
1397		TH1F *Systematic = (TH1F*)hdata->Clone("Systematic");
#	Line 1363 | Line 1413 | void ProduceMCSystematicPlot(string vari
1413		TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1414		kinpad->SetLogy(1);
1415		kinpad->cd();
1416	<	hdata->Draw("e1");
1417	<	Central.Draw("histo,same");
1418	<	hdata->Draw("e1,same");
1416	>	if(variable=="genMET") {
1417	>	Central.Draw("histo");
1418	>	} else {
1419	>	hdata->Draw("e1");
1420	>	Central.Draw("histo,same");
1421	>	hdata->Draw("e1,same");
1422	>	}
1423	>
1424		DrawPrelim();
1370	–
1371	–	save_with_ratio_and_sys_band( hdata, HCentral, kinpad->cd(), saveas, false, false, "data/mc",Systematic );
1425
1426	+	save_with_ratio_and_sys_band( 0.0, hdata, HCentral, kinpad->cd(), saveas, false, false, "data/mc",Systematic );
1427	+
1428	+	kinpad->cd();
1429	+	tCentral->SetFillColor(kWhite);
1430	+	tCentral->SetLineColor(kBlack);
1431	+	tScaleUp->SetLineColor(kRed);
1432	+	tScaleDown->SetLineColor(kRed);
1433	+	tMatchingUp->SetLineColor(kBlue);
1434	+	tMatchingDown->SetLineColor(kBlue);
1435	+	tScaleUp->SetLineStyle(2);
1436	+	tScaleDown->SetLineStyle(3);
1437	+	tMatchingUp->SetLineStyle(2);
1438	+	tMatchingDown->SetLineStyle(3);
1439	+
1440	+	TLegend *leg2 = make_legend();
1441	+	leg2->AddEntry(hdata,"Data","p");
1442	+	leg2->AddEntry(tCentral,"Central (ttbar)","l");
1443	+	leg2->AddEntry(tScaleUp,"ScaleUp (ttbar)","l");
1444	+	leg2->AddEntry(tScaleDown,"ScaleDown (ttbar)","l");
1445	+	leg2->AddEntry(tMatchingUp,"MatchingUp (ttbar)","l");
1446	+	leg2->AddEntry(tMatchingDown,"MatchingDown (ttbar)","l");
1447	+	if(variable=="genMET") {
1448	+	Central.Draw("histo");
1449	+	}else {
1450	+	hdata->Draw("e1");
1451	+	Central.Draw("histo,same");
1452	+	hdata->Draw("e1,same");
1453	+	}
1454	+	tCentral->Draw("histo,same");
1455	+	tScaleUp->Draw("histo,same");
1456	+	tScaleDown->Draw("histo,same");
1457	+	tMatchingUp->Draw("histo,same");
1458	+	tMatchingDown->Draw("histo,same");
1459	+	leg2->Draw();
1460	+
1461	+	CompleteSave(kinpad,saveas+"__TTbarComparison");
1462	+
1463	+	gStyle->SetOptFit(0);
1464	+
1465	+	kinpad->cd();
1466	+	kinpad->SetLogy(0);
1467	+	TH1F *MatchingRatio = (TH1F*)tMatchingUp->Clone("MatchingRatio");
1468	+	MatchingRatio->Divide(tMatchingDown);
1469	+	TLine *lone = new TLine(tScaleUp->GetBinLowEdge(1),1,tScaleUp->GetBinLowEdge(tScaleUp->GetNbinsX())+tScaleUp->GetBinWidth(tScaleUp->GetNbinsX()),1);
1470	+	lone->SetLineColor(TColor::GetColor("#01DF01"));
1471	+	lone->SetLineStyle(2);
1472	+	TH1F *ScaleRatio = (TH1F*)tScaleUp->Clone("ScaleRatio");
1473	+	ScaleRatio->Divide(tScaleDown);
1474	+	MatchingRatio->GetYaxis()->SetRangeUser(0,3);
1475	+	MatchingRatio->Draw("e1");
1476	+	TF1 *QP1 = new TF1("QP1","[0]+[1]*x",50,200);//simple linear function ranging from 50 to 200
1477	+	MatchingRatio->Fit("QP1","R");
1478	+	lone->Draw();
1479	+	stringstream summary;
1480	+	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);
1481	+	summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1482	+	TText *infobox = write_title(summary.str());
1483	+	infobox->SetX(0.75);
1484	+	infobox->SetTextSize(0.03);
1485	+	infobox->SetY(0.75);
1486	+	infobox->Draw();
1487	+	CompleteSave(kinpad,saveas+"__TTbarComparison_MatchingUpDividedMatchingDown");
1488	+	kinpad->cd();
1489	+	ScaleRatio->GetYaxis()->SetRangeUser(0,3);
1490	+	ScaleRatio->Draw("e1");
1491	+	ScaleRatio->Fit("QP1","R");
1492	+	summary.str("");
1493	+	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);
1494	+	summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1495	+	TText *infobox2 = write_title(summary.str());
1496	+	infobox2->SetX(0.75);
1497	+	infobox2->SetTextSize(0.03);
1498	+	infobox2->SetY(0.75);
1499	+	infobox2->Draw();
1500	+
1501	+	lone->Draw();
1502	+	CompleteSave(kinpad,saveas+"__TTbarComparison_ScaleUpDividedScaleDown");
1503	+
1504	+
1505	+	delete QP1;
1506	+	delete infobox;
1507	+	delete infobox2;
1508	+	delete MatchingRatio;
1509	+	delete ScaleRatio;
1510	+	DeleteStack(ScaleUp);
1511	+	DeleteStack(ScaleDown);
1512	+	DeleteStack(MatchingUp);
1513	+	DeleteStack(MatchingDown);
1514	+	delete leg2;
1515		CleanLegends();
1516		DeleteStack(Central);
1517		delete Systematic;
#	Line 1382 | Line 1524 | void ProduceMCSystematicPlot(string vari
1524		delete ca;
1525		}
1526
1527	+	TH1F* ImposeBinning(TH1F *binninghisto, TH1F* histo) {
1528	+	float val=0,err=0;
1529	+	vector<float> bins;
1530	+	vector<float> vals;
1531	+	vector<float> errs;
1532	+
1533	+	bins.push_back(binninghisto->GetBinLowEdge(1));
1534	+	int iBin=1;
1535	+
1536	+	for(unsigned int i=1;i<histo->GetNbinsX();i++) {//going to second last one on purpose!
1537	+	if((histo->GetBinLowEdge(i)+0.00001>=binninghisto->GetBinLowEdge(iBin)+binninghisto->GetBinWidth(iBin))) {
1538	+	bins.push_back(histo->GetBinLowEdge(i));
1539	+	vals.push_back(val);val=0;
1540	+	errs.push_back(err);err=0;
1541	+	iBin++;
1542	+	}
1543	+	val+=histo->GetBinContent(i);
1544	+	err=sqrt(err*err+histo->GetBinError(i)*histo->GetBinError(i));
1545	+	}
1546	+	bins.push_back(histo->GetBinLowEdge(histo->GetNbinsX())+histo->GetBinWidth(histo->GetNbinsX()));
1547	+	vals.push_back(val);val=0;
1548	+	errs.push_back(err);err=0;
1549	+
1550	+	TH1F *h = new TH1F(("r"+(string)histo->GetName()).c_str(),("r"+(string)histo->GetName()).c_str(),bins.size()-1,&bins[0]);
1551	+	for(unsigned int i=0;i<vals.size();i++) {
1552	+	h->SetBinContent(i+1,vals[i]);
1553	+	h->SetBinError(i+1,errs[i]);
1554	+	}
1555	+
1556	+	h->GetXaxis()->SetTitle(histo->GetXaxis()->GetTitle());
1557	+	h->GetYaxis()->SetTitle(histo->GetYaxis()->GetTitle());
1558	+
1559	+	h->GetXaxis()->CenterTitle();
1560	+	h->GetYaxis()->CenterTitle();
1561	+
1562	+	return h;
1563	+	}
1564	+
1565	+
1566	+	TH1F* ReBinOptimizingStats(int nbins, TH1F *histo) {
1567	+	float statsperbin = (1/(float)nbins) * histo->Integral();
1568	+	float val=0,err=0;
1569	+	vector<float> bins;
1570	+	vector<float> vals;
1571	+	vector<float> errs;
1572	+
1573	+	bins.push_back(histo->GetBinLowEdge(1));
1574	+	for(unsigned int i=1;i<=histo->GetNbinsX();i++) {
1575	+	val+=histo->GetBinContent(i);
1576	+	err=sqrt(err*err+histo->GetBinError(i)*histo->GetBinError(i));
1577	+	if( val/statsperbin > 0.85) {
1578	+	if(bins.size()<nbins) {
1579	+	bins.push_back(histo->GetBinLowEdge(i)+histo->GetBinWidth(i));
1580	+	vals.push_back(val);val=0;
1581	+	errs.push_back(err);err=0;
1582	+	}
1583	+	}
1584	+	if(i==histo->GetNbinsX()) {
1585	+	bins.push_back(histo->GetBinLowEdge(i)+histo->GetBinWidth(i));
1586	+	vals.push_back(val);val=0;
1587	+	errs.push_back(err);err=0;
1588	+	}
1589	+	}
1590	+	TH1F *h = new TH1F(("r"+(string)histo->GetName()).c_str(),("r"+(string)histo->GetName()).c_str(),bins.size()-1,&bins[0]);
1591	+
1592	+	h->GetXaxis()->SetTitle(histo->GetXaxis()->GetTitle());
1593	+	h->GetYaxis()->SetTitle(histo->GetYaxis()->GetTitle());
1594	+
1595	+	h->GetXaxis()->CenterTitle();
1596	+	h->GetYaxis()->CenterTitle();
1597	+
1598	+	for(unsigned int i=0;i<vals.size();i++) {
1599	+	h->SetBinContent(i+1,vals[i]);
1600	+	h->SetBinError(i+1,errs[i]);
1601	+	}
1602	+
1603	+	return h;
1604	+	}
1605	+
1606	+
1607	+
1608	+	void ShowBinning(TH1F *histo) {
1609	+	cout << "Showing binning for " << histo->GetName() << " (\" " << histo->GetTitle() << "\")" << endl;
1610	+	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;
1611	+	}
1612	+
1613	+	void QuickProduceMCSystematicPlot(string variable, int nbins, float bmin, float bmax, string label, TCut thiscut, string saveas) {
1614	+	TCanvas *ca = new TCanvas("ca","ca");
1615	+	TH1F *tScaleUp = systsamples.Draw("tScaleUp",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("scaleup"));
1616	+	TH1F *tScaleDown = systsamples.Draw("tScaleDown",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("scaledown"));
1617	+	TH1F *tMatchingUp = systsamples.Draw("tMatchingUp",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("matchingup"));
1618	+	TH1F *tMatchingDown = systsamples.Draw("tMatchingDown",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("matchingdown"));
1619	+	TH1F *tCentral = systsamples.Draw("tCentral",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("TTJets_MassiveBinDECAY_TuneZ2sta"));
1620	+
1621	+	tScaleUp->Scale(1.0/tScaleUp->Integral());
1622	+	tScaleDown->Scale(1.0/tScaleDown->Integral());
1623	+	tMatchingDown->Scale(1.0/tMatchingDown->Integral());
1624	+	tMatchingUp->Scale(1.0/tMatchingUp->Integral());
1625	+	tCentral->Scale(1.0/tCentral->Integral());
1626	+
1627	+	cout << "At this point we want to rebin the scale/matching histograms so we get decent stats!" << endl;
1628	+
1629	+
1630	+	TH1F *rtScaleUp = ReBinOptimizingStats(7,tScaleUp); // using the scale up sample to get the binning (shouldn't use the central one for obvious reasons)
1631	+	TH1F *rtScaleDown = ImposeBinning(rtScaleUp,tScaleDown);
1632	+	TH1F *rtMatchingDown = ImposeBinning(rtScaleUp,tMatchingDown);
1633	+	TH1F *rtMatchingUp = ImposeBinning(rtScaleUp,tMatchingUp);
1634	+	TH1F *rtCentral = ImposeBinning(rtScaleUp,tCentral);
1635	+
1636	+	float min=rtScaleUp->GetMinimum();
1637	+	float max=rtScaleUp->GetMaximum();
1638	+
1639	+	if(rtScaleDown->GetMinimum()<min) min=rtScaleDown->GetMinimum();
1640	+	if(rtMatchingDown->GetMinimum()<min) min=rtMatchingDown->GetMinimum();
1641	+	if(rtMatchingDown->GetMinimum()<min) min=rtMatchingDown->GetMinimum();
1642	+	if(rtMatchingUp->GetMinimum()<min) min=rtMatchingUp->GetMinimum();
1643	+	if(rtCentral->GetMinimum()<min) min=rtCentral->GetMinimum();
1644	+
1645	+	if(rtScaleDown->GetMaximum()<min) max=rtScaleDown->GetMaximum();
1646	+	if(rtMatchingDown->GetMaximum()<min) max=rtMatchingDown->GetMaximum();
1647	+	if(rtMatchingDown->GetMaximum()<min) max=rtMatchingDown->GetMaximum();
1648	+	if(rtMatchingUp->GetMaximum()<min) max=rtMatchingUp->GetMaximum();
1649	+	if(rtCentral->GetMaximum()<min) max=rtCentral->GetMaximum();
1650	+
1651	+	rtCentral->SetMaximum(1.2*max);
1652	+	rtCentral->SetMinimum(0.8*min);
1653	+
1654	+	/*  tScaleUp->Rebin(40);
1655	+	tScaleDown->Rebin(40);
1656	+	tMatchingDown->Rebin(40);
1657	+	tMatchingUp->Rebin(40);
1658	+	tCentral->Rebin(40);*/
1659	+
1660	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1661	+	kinpad->SetLogy(1);
1662	+	kinpad->cd();
1663	+	tCentral->SetFillColor(kWhite);
1664	+	tCentral->SetLineColor(kBlack);
1665	+	tScaleUp->SetLineColor(kRed);
1666	+	tScaleDown->SetLineColor(kRed);
1667	+	tMatchingUp->SetLineColor(kBlue);
1668	+	tMatchingDown->SetLineColor(kBlue);
1669	+	tScaleUp->SetLineStyle(2);
1670	+	tScaleDown->SetLineStyle(3);
1671	+	tMatchingUp->SetLineStyle(2);
1672	+	tMatchingDown->SetLineStyle(3);
1673	+
1674	+	rtScaleDown->SetLineColor(kRed);
1675	+	rtMatchingUp->SetLineColor(kBlue);
1676	+	rtMatchingDown->SetLineColor(kBlue);
1677	+	rtScaleUp->SetLineStyle(2);
1678	+	rtScaleDown->SetLineStyle(3);
1679	+	rtMatchingUp->SetLineStyle(2);
1680	+	rtMatchingDown->SetLineStyle(3);
1681	+
1682	+	TLegend *leg2 = make_legend();
1683	+	leg2->AddEntry(tCentral,"Central (ttbar)","l");
1684	+	leg2->AddEntry(tScaleUp,"ScaleUp (ttbar)","l");
1685	+	leg2->AddEntry(tScaleDown,"ScaleDown (ttbar)","l");
1686	+	leg2->AddEntry(tMatchingUp,"MatchingUp (ttbar)","l");
1687	+	leg2->AddEntry(tMatchingDown,"MatchingDown (ttbar)","l");
1688	+
1689	+	tCentral->Draw("histo");
1690	+	tScaleUp->Draw("histo,same");
1691	+	tScaleDown->Draw("histo,same");
1692	+	tMatchingUp->Draw("histo,same");
1693	+	tMatchingDown->Draw("histo,same");
1694	+	leg2->Draw();
1695	+	DrawMCPrelim();
1696	+	CompleteSave(kinpad,saveas+"__TTbarComparison");
1697	+	kinpad->cd();
1698	+	kinpad->SetLogy(0);
1699	+	rtCentral->Draw("histo");
1700	+	rtScaleUp->Draw("histo,same");
1701	+	rtScaleDown->Draw("histo,same");
1702	+	rtMatchingUp->Draw("histo,same");
1703	+	rtMatchingDown->Draw("histo,same");
1704	+	leg2->Draw();
1705	+	DrawMCPrelim();
1706	+	CompleteSave(kinpad,saveas+"__TTbarComparison__REBINNED");
1707	+
1708	+
1709	+	gStyle->SetOptFit(0);
1710	+
1711	+	kinpad->cd();
1712	+	kinpad->SetLogy(0);
1713	+	TH1F *MatchingRatio = (TH1F*)rtMatchingUp->Clone("MatchingRatio");
1714	+	MatchingRatio->Divide(rtMatchingDown);
1715	+	TLine *lone = new TLine(tScaleUp->GetBinLowEdge(1),1,tScaleUp->GetBinLowEdge(tScaleUp->GetNbinsX())+tScaleUp->GetBinWidth(tScaleUp->GetNbinsX()),1);
1716	+	lone->SetLineColor(TColor::GetColor("#01DF01"));
1717	+	lone->SetLineStyle(2);
1718	+	TH1F *ScaleRatio = (TH1F*)rtScaleUp->Clone("ScaleRatio");
1719	+	ScaleRatio->Divide(rtScaleDown);
1720	+	MatchingRatio->GetYaxis()->SetRangeUser(0,3);
1721	+	MatchingRatio->Draw("e1");
1722	+	TF1 *QP1 = new TF1("QP1","[0]+[1]*x",50,200);//simple linear function ranging from 50 to 200
1723	+	if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") MatchingRatio->Fit("QP1","RQ");
1724	+	lone->Draw();
1725	+	stringstream summary;
1726	+	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);
1727	+	summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1728	+	TText *infobox = write_title(summary.str());
1729	+	infobox->SetX(0.75);
1730	+	infobox->SetTextSize(0.03);
1731	+	infobox->SetY(0.75);
1732	+	if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") infobox->Draw();
1733	+	DrawMCPrelim();
1734	+	CompleteSave(kinpad,saveas+"__TTbarComparison_MatchingUpDividedMatchingDown");
1735	+	kinpad->cd();
1736	+	ScaleRatio->GetYaxis()->SetRangeUser(0,3);
1737	+	ScaleRatio->Draw("e1");
1738	+	if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") ScaleRatio->Fit("QP1","RQ");
1739	+	summary.str("");
1740	+	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);
1741	+	summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1742	+	TText *infobox2 = write_title(summary.str());
1743	+	infobox2->SetX(0.75);
1744	+	infobox2->SetTextSize(0.03);
1745	+	infobox2->SetY(0.75);
1746	+	if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") infobox2->Draw();
1747	+
1748	+	lone->Draw();
1749	+	DrawMCPrelim();
1750	+	CompleteSave(kinpad,saveas+"__TTbarComparison_ScaleUpDividedScaleDown");
1751	+
1752	+	kinpad->cd();
1753	+	TH1F *SysMatching = (TH1F*)rtMatchingDown->Clone("SysMatching");
1754	+	TH1F *SysScale = (TH1F*)rtScaleDown->Clone("SysMatching");
1755	+	TH1F *SysHisto = (TH1F*)rtScaleDown->Clone("SysHisto");
1756	+
1757	+	for(int i=1;i<=SysScale->GetNbinsX();i++) {
1758	+	float matching, scale;
1759	+	bool AssumeFactor=false;
1760	+	if(AssumeFactor) {
1761	+	// assume that an upward/downward variation means a change by a constant factor, i.e. f(up) = alpha * f(central)
1762	+	matching=0.;
1763	+	scale=0.;
1764	+	} else {
1765	+	// assume that the central value is exactly between up & down, i.e. central = (up-down)/2
1766	+	matching = fabs(    ( rtMatchingUp->GetBinContent(i) - rtMatchingDown->GetBinContent(i)) / (rtMatchingUp->GetBinContent(i) + rtMatchingDown->GetBinContent(i)) );
1767	+	scale    = fabs(    ( rtScaleUp->GetBinContent(i) - rtScaleDown->GetBinContent(i)) / (rtScaleUp->GetBinContent(i) + rtScaleDown->GetBinContent(i)) );
1768	+	}
1769	+
1770	+	SysMatching->SetBinContent(i,1+matching);
1771	+	SysScale->SetBinContent(i,1+scale);
1772	+	SysHisto->SetBinContent(i,sqrt(matching*matching+scale*scale)+1);
1773	+	}
1774	+
1775	+	SysHisto->SetLineColor(kGreen);
1776	+
1777	+	SysMatching->SetMaximum(3.0);
1778	+	SysMatching->SetMinimum(0.0);
1779	+	SysMatching->Draw("histo");
1780	+	SysScale->Draw("histo,same");
1781	+	SysHisto->Draw("histo,same");
1782	+	CompleteSave(kinpad,saveas+"__TTbarComparison_DerivedSystematic");
1783	+
1784	+	delete SysMatching;
1785	+	delete SysScale;
1786	+
1787	+	if(!Contains(variable,"gen")) {
1788	+	TH1F *hdata  = allsamples.Draw("hdata",   variable,nbins,bmin,bmax,label,"events",thiscut,data,luminosity);
1789	+	THStack smc = allsamples.DrawStack("smc",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity);
1790	+
1791	+	TH1F *Systematic = (TH1F*)hdata->Clone("Systematic");
1792	+
1793	+	for(int i=1;i<=Systematic->GetNbinsX();i++) {
1794	+	int iBin=SysHisto->FindBin(Systematic->GetBinCenter(i));
1795	+	if(iBin>SysHisto->GetNbinsX()) --iBin; // if we're over the end of the histo, use the last bin
1796	+	float sys = SysHisto->GetBinContent(iBin)-1;
1797	+	Systematic->SetBinContent(i,sys);
1798	+	}
1799	+
1800	+	kinpad->cd();
1801	+	TLegend *leg = allsamples.allbglegend();
1802	+	hdata->Draw();
1803	+	smc.Draw("histo,same");
1804	+	hdata->Draw("same");
1805	+	leg->Draw();
1806	+	DrawPrelim();
1807	+	save_with_ratio_and_sys_band( 0.0, hdata, CollapseStack(smc), kinpad->cd(), saveas+"__DataVsMC", false, false, "data/mc",Systematic );
1808	+
1809	+	delete Systematic;
1810	+	delete hdata;
1811	+	}
1812	+
1813	+
1814	+	delete SysHisto;
1815	+	delete tScaleUp;
1816	+	delete tScaleDown;
1817	+	delete tCentral;
1818	+	delete tMatchingUp;
1819	+	delete tMatchingDown;
1820	+	delete rtScaleUp;
1821	+	delete rtScaleDown;
1822	+	delete rtCentral;
1823	+	delete rtMatchingUp;
1824	+	delete rtMatchingDown;
1825	+	delete QP1;
1826	+	delete infobox;
1827	+	delete infobox2;
1828	+	delete MatchingRatio;
1829	+	delete ScaleRatio;
1830	+	delete leg2;
1831	+	CleanLegends();
1832	+	delete ca;
1833	+	}
1834	+
1835		void ProduceMCSystematicPlots() {
1836	+	cout << "Getting ready to produce systematic plots " << endl;
1837		TCut cutweightBKP = cutWeight;
1838
1839	<	ProduceMCSystematicPlot("met[4]",80,0,400,"PFMET [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor");
1840	<	ProduceMCSystematicPlot("met[4]",80,0,400,"PFMET [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor");
1841	<	ProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_SameFlavor");
1842	<	ProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_OppositeFlavor");
1839	>	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor");
1840	>	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor");
1841	>	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor");
1842	>	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor");
1843	>
1844	>	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE");
1845	>	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE");
1846	>	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE_HighMass");
1847	>	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE_HighMass");
1848	>
1849	>	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE");
1850	>	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE");
1851	>	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE_HighMass");
1852	>	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE_HighMass");
1853	>	QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_SameFlavor");
1854	>	QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_OppositeFlavor");
1855	>
1856	>
1857	>
1858	>	cout << "Kicking cutWeight  " << (const char*) cutWeight << endl;
1859	>	cout << "Keeping OSSF cut " << (const char*)cutOSSF << endl;
1860	>	cutWeight="1.0";
1861	>
1862	>	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE__NOPURW");
1863	>	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE__NOPURW");
1864	>	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE_HighMass__NOPURW");
1865	>	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
1866	>
1867	>	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE__NOPURW");
1868	>	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE__NOPURW");
1869	>	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE_HighMass__NOPURW");
1870	>	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
1871	>
1872	>
1873	>	// --------------------------------------    ***** AACHEN *****      --------------------------------------
1874	>
1875	>	/*
1876	>	cutWeight=cutweightBKP;
1877	>	TCut essentialcutBKP = essentialcut;
1878	>	cout << (const char*) essentialcut << endl;
1879	>
1880	>	essentialcut = TCut((ReplaceAll((const char*)essentialcut,"pt2>20","pt2>10")).c_str());
1881	>	essentialcut = TCut((ReplaceAll((const char*)essentialcut,"abs(eta1)<1.4","abs(eta1)<2.4")).c_str());
1882	>	essentialcut = TCut((ReplaceAll((const char*)essentialcut,"abs(eta2)<1.4","abs(eta2)<2.4")).c_str());
1883
1884		TCut cutnJetsBKP = cutnJets;
1885		cutnJets = TCut((ReplaceAll((const char*)cutnJets,"pt2>20","pt2>10")).c_str());
#	Line 1396 | Line 1887 | void ProduceMCSystematicPlots() {
1887		cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta2)<1.4","abs(eta2)<2.4")).c_str());
1888		cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta1)<1.4","abs(eta1)<2.4")).c_str());
1889
1890	<	ProduceMCSystematicPlot("met[4]",80,0,400,"PFMET [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor");
1891	<	ProduceMCSystematicPlot("met[4]",80,0,400,"PFMET [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor");
1892	<	ProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>150"),"MCSystPlots/NJets/Aachen_SameFlavor");
1893	<	ProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>150"),"MCSystPlots/NJets/Aachen_OppositeFlavor");
1890	>	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor");
1891	>	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor");
1892	>	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor");
1893	>	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor");
1894	>
1895	>	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE");
1896	>	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE");
1897	>	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE_HighMass");
1898	>	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE_HighMass");
1899	>
1900	>	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE");
1901	>	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE");
1902	>	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE_HighMass");
1903	>	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE_HighMass");
1904	>	QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/Aachen_SameFlavor");
1905	>	QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/Aachen_OppositeFlavor");
1906	>
1907	>
1908	>
1909	>	cout << "Kicking cutWeight  " << (const char*) cutWeight << endl;
1910	>	cout << "Keeping OSSF cut " << (const char*)cutOSSF << endl;
1911	>	cutWeight="1.0";
1912	>
1913	>	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE__NOPURW");
1914	>	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE__NOPURW");
1915	>	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE_HighMass__NOPURW");
1916	>	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
1917	>
1918	>	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE__NOPURW");
1919	>	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE__NOPURW");
1920	>	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE_HighMass__NOPURW");
1921	>	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
1922	>
1923		cutnJets  = cutnJetsBKP;
1924		cutWeight = cutweightBKP;
1925	+	essentialcut = essentialcutBKP;
1926	+	*/
1927	+	write_error(__FUNCTION__,"Still need to add systematic shape");assert(0);
1928	+	}
1929	+
1930	+	void MakeTauPlot(string label, TCut pcut, string filename, bool TauOnly) {
1931	+	TCut cut=pcut&&basiccut;
1932	+	string variable="mll";
1933	+	string xlabel="m_{ll} [GeV]";
1934	+	int nbins=40;
1935	+	float min=0;
1936	+	float max=200;
1937	+
1938	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1939	+	TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cut&&cutOSSF,data,luminosity);
1940	+	TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cut&&cutOSOF,data,luminosity);
1941	+	TH1F *tauSF = allsamples.Draw("tauSF",variable,nbins,min,max, xlabel, "events",cut&&cutOSSF,data,luminosity,systsamples.FindSample("DYToTauTau"));
1942	+	TH1F *tauOF = allsamples.Draw("tauOF",variable,nbins,min,max, xlabel, "events",cut&&cutOSOF,data,luminosity,systsamples.FindSample("DYToTauTau"));
1943	+	datahistoSF->SetMarkerSize(DataMarkerSize);
1944	+	datahistoSF->SetMaximum(1.3*datahistoSF->GetMaximum());
1945	+	datahistoOF->SetMarkerSize(DataMarkerSize);
1946	+	datahistoOF->SetMaximum(1.3*datahistoOF->GetMaximum());
1947	+
1948	+	THStack mcstackSF   = allsamples.DrawStack("mcstackSF",  variable,nbins,min,max,xlabel,"events",cut&&cutOSSF,mc,luminosity);
1949	+	THStack mcstackOF   = allsamples.DrawStack("mcstackOF",  variable,nbins,min,max,xlabel,"events",cut&&cutOSOF,mc,luminosity);
1950	+	datahistoSF->Draw("e1");
1951	+	ckin->Update();
1952	+	mcstackSF.Draw("histo,same");
1953	+
1954	+	datahistoSF->Draw("same,e1");
1955	+	TLegend *kinleg = allsamples.allbglegend();
1956	+	kinleg->Draw();
1957	+
1958	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1959	+	kinpad->cd();
1960	+	datahistoSF->Draw("e1");
1961	+	mcstackSF.Draw("histo,same");
1962	+	datahistoSF->Draw("same,e1");
1963	+	datahistoSF->Draw("same,axis");
1964	+	kinleg->Draw();
1965	+	DrawPrelim();
1966	+	Save_With_Ratio(datahistoSF,mcstackSF,kinpad->cd(),filename+"__SF_mc");
1967	+
1968	+	kinpad->cd();
1969	+	datahistoOF->Draw("e1");
1970	+	mcstackOF.Draw("histo,same");
1971	+	datahistoOF->Draw("same,e1");
1972	+	datahistoOF->Draw("same,axis");
1973	+	kinleg->Draw();
1974	+	DrawPrelim();
1975	+	Save_With_Ratio(datahistoOF,mcstackOF,kinpad->cd(),filename+"__OF_mc");
1976	+
1977	+	kinpad->cd();
1978	+	tauSF->Draw("e1");
1979	+	tauOF->Draw("histo,same");
1980	+	tauSF->Draw("e1,same");
1981	+	TLegend *legtau = make_legend();
1982	+	legtau->AddEntry(tauSF,"DY->#tau#tau, SF","p");
1983	+	legtau->AddEntry(tauSF,"DY->#tau#tau, OF","l");
1984	+	legtau->Draw();
1985	+	DrawPrelim();
1986	+	Save_With_Ratio(tauSF,tauOF,kinpad->cd(),filename+"__Tau_SF_vs_OF");
1987	+
1988	+	delete datahistoSF;
1989	+	delete datahistoOF;
1990	+	delete tauSF;
1991	+	delete tauOF;
1992	+	delete kinpad;
1993	+	delete ckin;
1994	+	CleanLegends();
1995	+	}
1996	+
1997	+
1998	+	void TauQuestion() {
1999	+	//   MakeTauPlot("MET>100 GeV, #geq 3 jets",cutnJets&&TCut("met[4]>100"),"TauQ/MET100_3Jets",true);
2000	+	//   MakeTauPlot("MET>100 GeV",TCut("met[4]>100"),"TauQ/MET100",true);
2001	+	//   MakeTauPlot("MET>0 GeV",TCut("met[4]>0"),"TauQ/MET0",true);
2002	+	MakeTauPlot("b-tag veto, 50<MET<100",TCut("pfJetGoodNumBtag30==0&&met[4]>50&&met[4]<100"),"TauQ/ControlPlots",false);
2003	+	}
2004	+
2005	+	void ProduceOFSFPlots(string mcjzb, string datajzb, bool isAachen) {
2006	+	string BaseMetCut="met[4]>100";
2007	+	string Prefix="ETH/";
2008	+	if(isAachen) {
2009	+	BaseMetCut="met[4]>150";
2010	+	Prefix="Aachen/";
2011	+	}
2012	+	//        make_OFSF_plots("st", BaseMetCut, 20, 0, 2000., false, "S_{T}", Prefix+"FrankT");
2013	+	make_OFSF_plots("mt2j", BaseMetCut, 35, 0, 700., false, "M_{T2J}", Prefix+"MT2J");
2014	+
2015	+	make_OFSF_plots("ml1b", BaseMetCut, 20, 0, 800., false, "m_{l_{1}b}", Prefix+"ML1B");
2016	+	make_OFSF_plots("ml2b", BaseMetCut, 20, 0, 400., false, "m_{l_{2}b}", Prefix+"ML2B");
2017	+	make_OFSF_plots("min(ml1b,ml2b)", BaseMetCut, 20, 0, 400., false, "m_{lb}", Prefix+"MLB");
2018	+
2019	+	//      make_OFSF_plots(datajzb, BaseMetCut, 55, -100, 450., false, "JZB", Prefix+"JZB_In_Signal_Region");
2020	+	make_OFSF_plots("mt2", BaseMetCut, 15, 0, 150., false, "M_{T2}", Prefix+"MT2");
2021	+	make_OFSF_plots("d2", BaseMetCut, 20, 0, 200., true, "D2", Prefix+"D2");
2022	+	make_OFSF_plots("pfJetGoodNum40", BaseMetCut, 10, -0.5, 9.5, true, "N_{jets}", Prefix+"nJets");
2023	+
2024	+	//      make_OFSF_plots("mll", BaseMetCut, 60, 20., 320., false, "m_{ll}", Prefix+"mll");
2025	+	//      make_OFSF_plots("leptonNum", BaseMetCut, 3, 2, 5., false, "N(leptons)", Prefix+"NLeptons");
2026	+
2027	+	//      make_OFSF_plots("pfJetGoodNum40", BaseMetCut,                        7, 3, 10, true, "#(jets)", Prefix+"njets");
2028	+	//      make_OFSF_plots("pfJetGoodNum40", BaseMetCut+"&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", Prefix+"njets_btagVeto");
2029	+	//      make_OFSF_plots("pfJetGoodNum40", BaseMetCut"&&pfJetGoodNumBtag30>0",  7, 3, 10, true, "#(jets)", Prefix+"njets_AtLeastOneBJet30");
2030	+
2031	+	//      make_OFSF_plots("pfJetGoodNumBtag30", BaseMetCut, 5, -0.5, 4.5, true, "N_{b-jets}", Prefix+"nbjets");
2032	+	//      make_OFSF_plots("pfJetGoodPtBtag[0]", BaseMetCut+"&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", Prefix+"ptb1");
2033	+	//      make_OFSF_plots("pfJetGoodPt",  BaseMetCut, 30, 0., 400., true, "p_{T}^{J}", Prefix+"ptJet");
2034	+
2035	+	//      make_OFSF_plots("iso1", BaseMetCut, 20, 0, 0.3, true, "lepton 1 isolation", Prefix+"iso1");
2036	+	//      make_OFSF_plots("iso2", BaseMetCut, 20, 0, 0.3, true, "lepton 2 isolation", Prefix+"iso2");
2037	+	make_OFSF_plots("pt",  BaseMetCut, 30, 0., 300., true, "p_{ll}", Prefix+"pt");
2038	+	make_OFSF_plots("pt1",  BaseMetCut, 30, 0., 300., true, "p_{T,1}", Prefix+"pt1");
2039	+	make_OFSF_plots("pt2",  BaseMetCut, 22, 0., 220., true, "p_{T,2}", Prefix+"pt2");
2040	+	//      make_OFSF_plots("eta1", BaseMetCut, 10, -2.5, 2.5, false, "#eta_{1}", Prefix+"eta1", 0.15);
2041	+	//      make_OFSF_plots("eta2", BaseMetCut, 10, -2.5, 2.5, false, "#eta_{2}", Prefix+"eta2", 0.15);
2042	+	//      make_OFSF_plots("phi1", BaseMetCut, 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", Prefix+"phi1", 0.2);
2043	+	//      make_OFSF_plots("phi2", BaseMetCut, 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", Prefix+"phi2", 0.2);
2044	+	//      make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", BaseMetCut, 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", Prefix+"jpt1pt2", 0.2);
2045	+	//      make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", Prefix+"dphij1met", 0.2);
2046	+
2047	+	//      make_OFSF_plots("met[4]",  BaseMetCut, 30, 100., 400., true, "E_{T}^{miss}", Prefix+"MET");
2048	+	//      make_OFSF_plots("TMath::Abs(dphi)", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", Prefix+"dphi", 0.2);
2049	+	//      make_OFSF_plots("TMath::Abs(dphiMet1)", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", Prefix+"dphiMet1", 0.2);
2050	+	//      make_OFSF_plots("TMath::Abs(dphiMet2)", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", Prefix+"dphiMet2", 0.2);
2051	+	//      make_OFSF_plots("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", BaseMetCut, 16, 0, 3.2, false, "Min(|#Delta#phi(l,MET)|)", Prefix+"dphilc");
2052	+	//      make_OFSF_plots("TMath::Min(TMath::Abs(pfJetDphiMet[0]), TMath::Min(TMath::Abs(pfJetDphiMet[1]), TMath::Abs(pfJetDphiMet[2])))", BaseMetCut, 16, 0, 3.2, false, "Min(|#Delta#phi(jet,MET)|)", Prefix+"dphijc");
2053	+	//      make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(dphiMet1)), (TMath::Pi() - TMath::Abs(dphiMet2)))", BaseMetCut, 16, 0, 3.2, false, "Min(#pi - |#Delta#phi(l,MET)|)", Prefix+"dphilco");
2054	+	//      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]))))", BaseMetCut, 16, 0, 3.2, false, "Min(#pi - |#Delta#phi(jet,MET)|)", Prefix+"dphijco");
2055	+
2056	+	}
2057	+
2058	+	void ProduceOFSFPlots(string mcjzb, string datajzb) {
2059	+
2060	+
2061	+	//FIRST : ETH SELECTION
2062	+	ProduceOFSFPlots(mcjzb,datajzb,0); // this is the ETH selection
2063	+
2064	+
2065	+
2066	+	string backup_cutnJets = (const char*)cutnJets;
2067	+	cutnJets = ReplaceInCut(cutnJets,"pfJetGoodNum40>=3","pfJetGoodNum40>=2");
2068	+	cutnJets = ReplaceInCut(cutnJets,"1.4","2.4");
2069	+
2070	+	string backup_basiccut = (const char*)basiccut;
2071	+	basiccut = ReplaceInCut(basiccut,"1.4","2.4");
2072	+
2073	+	string backup_essential = (const char*) essentialcut;
2074	+	essentialcut = ReplaceInCut(essentialcut,"1.4","2.4");
2075	+
2076	+	ProduceOFSFPlots(mcjzb,datajzb,1); // this is the Aachen selection
2077	+
2078	+	cutnJets     = TCut(backup_cutnJets.c_str());
2079	+	basiccut     = TCut(backup_basiccut.c_str());
2080	+	essentialcut = TCut(backup_essential.c_str());
2081		}
2082	+
2083
2084		void do_kinematic_plots(string mcjzb, string datajzb, bool doPF=false)
2085		{
#	Line 1411 | Line 2088 | void do_kinematic_plots(string mcjzb, st
2088		bool nolog=false;
2089
2090		bool doOFSF = true;
2091	<	bool doKin  = true;
2092	<	bool doDataComp = true;
2093	<	bool MakeTwoThreeJetComparison = true;
2091	>	bool doKin  = false;
2092	>	bool doDataComp = false;
2093	>	bool MakeTwoThreeJetComparison = false;
2094
2095
2096		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 1425 | Line 2102 | void do_kinematic_plots(string mcjzb, st
2102		}
2103
2104		if(MakeTwoThreeJetComparison) MakeElegantTwoThreeComparisons();
2105	+
2106	+	//TauQuestion();
2107
2108		//ProduceJanPlots();
2109	<	//   ProduceMCSystematicPlots();
2110	<	make_plain_kin_plot("pt",Cut2Str(cutOSSF&&TCut("mll>20&&pfJetGoodNumBtag30>=2")),40,0,200,nolog,"Z p_{T}","PlotForKostas",doPF,true);
2109	>	//ProduceMCSystematicPlots();
2110	>	//assert(0);
2111	>	//  make_plain_kin_plot("pt",Cut2Str(cutOSSF&&TCut("mll>20&&pfJetGoodNumBtag30>=2")),40,0,200,nolog,"Z p_{T}","PlotForKostas",doPF,true);
2112
2113	<	if ( doOFSF ) {
2114	<	make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll");
1435	<
1436	<	make_OFSF_plots("pfJetGoodNum40", "met[4]>100",                        7, 3, 10, true, "#(jets)", "njets");
1437	<	make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", "njets_btagVeto");
1438	<	make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30>0",  7, 3, 10, true, "#(jets)", "njets_AtLeastOneBJet30");
1439	<
1440	<	make_OFSF_plots("pfJetGoodNumBtag30", "met[4]>100", 5, 0, 5, true, "#(b-jets)", "nbjets");
1441	<	make_OFSF_plots("pfJetGoodPtBtag[0]", "met[4]>100&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", "ptb1");
1442	<
1443	<	make_OFSF_plots("iso1", "met[4]>100", 20, 0, 0.3, true, "lepton 1 isolation", "iso1");
1444	<	make_OFSF_plots("iso2", "met[4]>100", 20, 0, 0.3, true, "lepton 2 isolation", "iso2");
1445	<	make_OFSF_plots("pt1",  "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1");
1446	<	make_OFSF_plots("pt2",  "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2");
1447	<	make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", 0.15);
1448	<	make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", 0.15);
1449	<	make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", 0.2);
1450	<	make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", 0.2);
1451	<	make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", 0.2);
1452	<	make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", "dphij1met", 0.2);
1453	<	make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", "dphi", 0.2);
1454	<	make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", "dphiMet1", 0.2);
1455	<	make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", "dphiMet2", 0.2);
1456	<	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");
1457	<	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");
1458	<	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");
1459	<	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");
1460	<	}
2113	>	if ( doOFSF ) ProduceOFSFPlots(mcjzb,datajzb);
2114	>	assert(0);
2115
2116		if ( doDataComp) {
2117		TCut mllCut("");
#	Line 1552 | Line 2206 | void do_kinematic_plots(string mcjzb, st
2206		if ( doKin ) {
2207		string mllCut("");
2208
2209	+	make_plain_kin_plot("mll",Cut2Str(cutOSSF&&TCut("mll>20")),56,20,300,dolog,"m_{ll}","NoPreselection/mll_SF",doPF,true);
2210	+	make_plain_kin_plot("mll",Cut2Str(cutOSOF&&TCut("mll>20")),56,20,300,dolog,"m_{ll}","NoPreselection/mll_OF",doPF,true);
2211	+
2212	+	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&TCut("mll>20")),80,0,400,dolog,"E_{T}^{miss}","NoPreselection/met_SF",doPF,true);
2213	+	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>20")),80,0,400,dolog,"E_{T}^{miss}","NoPreselection/met_OF",doPF,true);
2214	+
2215	+	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&TCut("mll>20")),20,0,800,dolog,"H_{T}","NoPreselection/HT_SF",doPF,true);
2216	+	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&TCut("mll>20")),20,0,800,dolog,"H_{T}","NoPreselection/HT_OF",doPF,true);
2217	+
2218	+	make_plain_kin_plot("pfJetGoodNum40",Cut2Str(cutOSSF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{jets}","NoPreselection/NJets_SF",doPF,true);
2219	+	make_plain_kin_plot("pfJetGoodNum40",Cut2Str(cutOSOF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{jets}","NoPreselection/NJets_OF",doPF,true);
2220	+
2221	+	make_plain_kin_plot("pfJetGoodNumBtag30",Cut2Str(cutOSSF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{btags}","NoPreselection/NBTags_SF",doPF,true);
2222	+	make_plain_kin_plot("pfJetGoodNumBtag30",Cut2Str(cutOSOF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{btags}","NoPreselection/NBTags_OF",doPF,true);
2223	+
2224	+	make_plain_kin_plot("pt1",Cut2Str(cutOSSF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{1}","NoPreselection/Pt1_SF",doPF,true);
2225	+	make_plain_kin_plot("pt1",Cut2Str(cutOSOF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{1}","NoPreselection/Pt1_OF",doPF,true);
2226
2227	+	make_plain_kin_plot("pt2",Cut2Str(cutOSSF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{2}","NoPreselection/Pt2_SF",doPF,true);
2228	+	make_plain_kin_plot("pt2",Cut2Str(cutOSOF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{2}","NoPreselection/Pt2_OF",doPF,true);
2229	+
2230	+
2231	+	assert(0);
2232	+	make_plain_kin_plot("mll",Cut2Str(cutOSSF&&TCut("mll>60&&mll<120")),60,60,120,dolog,"m_{ll}","TestingLuminosity_SF",doPF,true);
2233	+	make_plain_kin_plot("mll",Cut2Str(cutOSOF&&TCut("mll>60&&mll<120")),60,60,120,dolog,"m_{ll}","TestingLuminosity_OF",doPF,true);
2234
2235		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);
2236		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);
#	Line 1597 | Line 2275 | void do_kinematic_plots(string mcjzb, st
2275		make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
2276		make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
2277		// Plots in signal region
2278	<	make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
2278	>	make_kin_plot("met[4]","",70,0,350,dolog,"#slash{E}_{T} [GeV]","met",doPF,true);
2279
2280
2281		make_kin_plot("MetFactor","",20,0,2,nolog,"MetFactor","MetFactor",doPF,true);
2282
2283		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");
2284	<
2284	>	/*
2285		DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_30to70_0j");
2286		DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_30to70_1j");
2287		DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_30to70_2j");
2288		DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_30to70_3j");
2289
2290	+	DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_SF_30to70_0j");
2291	+	DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_SF_30to70_1j");
2292	+	DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_SF_30to70_2j");
2293	+	DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_SF_30to70_3j");
2294	+
2295		DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_Z_0j");
2296		DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_Z_1j");
2297		DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_Z_2j");
#	Line 1693 | Line 2376 | void do_kinematic_plots(string mcjzb, st
2376
2377		//   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);
2378		//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);
2379	<	//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);
2379	>	//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);*/
2380		}
2381
2382		make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
#	Line 1703 | Line 2386 | void do_kinematic_plots(string mcjzb, st
2386		make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
2387		make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
2388		make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
2389	<
2389	>	/*
2390		make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
2391		make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
2392	<
2392	>	*/
2393		switch_overunderflow(false);
2394		}
2395
#	Line 1790 | Line 2473 | void region_comparison_plots(string mcjz
2473		make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
2474
2475		make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
2476	<	make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
2476	>	make_comp_plot("met[4]","E_{T}^{miss} [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
2477		make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
2478		make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
2479		make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
#	Line 1822 | Line 2505 | void signal_bg_comparison()
2505
2506		float simulatedlumi=luminosity;//in pb please - adjust to your likings
2507
2508	<	TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/DY"));
2508	>	TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
2509		TH1F *JZBplotLM4;
2510		if(PlottingSetup::RestrictToMassPeak) JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM4"));
2511		else JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM3"));
#	Line 2542 | Line 3225 | void lepton_comparison_plots() {
3225		Float_t ymin = 1.e-5, ymax = 0.25;
3226		TCanvas *can = new TCanvas("can","Lepton Comparison Canvas");
3227		can->SetLogy(1);
3228	<	TH1F *eemc = allsamples.Draw("eemc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("/DY"));
3229	<	TH1F *mmmc = allsamples.Draw("mmmc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("/DY"));
3228	>	TH1F *eemc = allsamples.Draw("eemc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("DYJetsToLL"));
3229	>	TH1F *mmmc = allsamples.Draw("mmmc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("DYJetsToLL"));
3230		eemc->SetLineColor(kBlue);
3231		mmmc->SetLineColor(kRed);
3232		eemc->SetMinimum(0.1);
#	Line 2608 | Line 3291 | void lepton_comparison_plots() {
3291		DrawPrelim();
3292		Save_With_Ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
3293
3294	<	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"));
3295	<	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"));
3296	<	TH1F *zjeemmd = allsamples.Draw("zjeemmd",jzbvariablemc,int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,            mc,  luminosity,allsamples.FindSample("/DY"));
3294	>	TH1F *zjeed = allsamples.Draw("zjeed",jzbvariablemc,    int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==0)",mc,  luminosity,allsamples.FindSample("DYJetsToLL"));
3295	>	TH1F *zjmmd = allsamples.Draw("zjmmd",jzbvariablemc,    int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==1)",mc,  luminosity,allsamples.FindSample("DYJetsToLL"));
3296	>	TH1F *zjeemmd = allsamples.Draw("zjeemmd",jzbvariablemc,int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,            mc,  luminosity,allsamples.FindSample("DYJetsToLL"));
3297		dout << "Z+Jets ee : " << zjeed->GetMean() << "+/-" << zjeed->GetMeanError() << endl;
3298		dout << "Z+Jets ee : " << zjmmd->GetMean() << "+/-" << zjmmd->GetMeanError() << endl;
3299		dout << "Z+Jets eemd : " << zjeemmd->GetMean() << "+/-" << zjeemmd->GetMeanError() << endl;
#	Line 3348 | Line 4031 | void find_correction_factors(string &jzb
4031
4032		}
4033
4034	<	void pick_up_events(string cut) {
4035	<	dout << "Picking up events with cut " << cut << endl;
3353	<	allsamples.PickUpEvents(cut);
4034	>	void pick_up_events(string cut, string filename, bool QuietMode=false) {
4035	>	allsamples.PickUpEvents(cut,filename,QuietMode);
4036		}
4037
4038		void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
#	Line 3462 | Line 4144 | void ttbar_sidebands_comparison(string m
4144
4145		float simulatedlumi = luminosity; //in pb please - adjust to your likings
4146
4147	<	TH1F *TZem  = systsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4148	<	TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4147	>	TH1F *TZem  = allsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4148	>	TH1F *nTZem = allsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4149		TH1F *TSem;
4150		TH1F *nTSem;
4151	<	TH1F *TZeemm  = systsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4152	<	TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4151	>	TH1F *TZeemm  = allsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4152	>	TH1F *nTZeemm = allsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4153		TH1F *TSeemm;
4154		TH1F *nTSeemm;
4155
4156		if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4157	<	TSem    = systsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4158	<	nTSem   = systsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4159	<	TSeemm  = systsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4160	<	nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4157	>	TSem    = allsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4158	>	nTSem   = allsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4159	>	TSeemm  = allsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4160	>	nTSeemm = allsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4161		}
4162
4163		TCanvas *tcan = new TCanvas("tcan","tcan");
#	Line 3763 | Line 4445 | void zjets_prediction_comparison(string
4445		}
4446
4447
4448	+
4449		vector<float> binning;
4450		binning.push_back(0);
4451		binning.push_back(10);
#	Line 3780 | Line 4463 | void zjets_prediction_comparison(string
4463
4464		TCut kPos((mcjzb+">0").c_str());
4465		TCut kNeg((mcjzb+"<0").c_str());
4466	+	TCut reducedNJets(cutnJets);
4467		string var( "abs("+mcjzb+")" );
4468
4469	+
4470		TCut notTau("abs(genMID1)!=15");
4471		TCut ee_mm_tautau("mll>0");
4472
4473
4474	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4475	<	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4474	>	TH1F *hJZBpos = allsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4475	>	TH1F *hJZBneg = allsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4476
4477		hJZBpos->SetLineColor(kBlack);
4478		hJZBneg->SetLineColor(kRed);
#	Line 3808 | Line 4493 | void zjets_prediction_comparison(string
4493		hratio->Divide(hJZBneg);
4494
4495		for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
4496	<	cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
4496	>	cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << " +/- " << (hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i)) * sqrt(1.0/hJZBpos->GetBinContent(i) +  1.0/hJZBneg->GetBinContent(i)) << ")" << endl;
4497		}
4498
4499		//  zcan->SetLogy(0);
#	Line 3816 | Line 4501 | void zjets_prediction_comparison(string
4501		hratio->GetYaxis()->SetTitle("Observed/Predicted");
4502		hratio->Draw("e1");
4503
4504	<	TLine *top = new TLine(binning[0],1.25,binning[binning.size()-1],1.25);
4504	>	TLine *top = new TLine(binning[0],1.2,binning[binning.size()-1],1.2);
4505		TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
4506	<	TLine *bottom = new TLine(binning[0],0.75,binning[binning.size()-1],0.75);
4506	>	TLine *bottom = new TLine(binning[0],0.8,binning[binning.size()-1],0.8);
4507
4508
4509		top->SetLineColor(kBlue);top->SetLineStyle(2);
#	Line 3836 | Line 4521 | void zjets_prediction_comparison(string
4521		DrawMCPrelim(simulatedlumi);
4522		CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio"+any2string(massregionname));
4523
3839	–	TCut reducedNJets(cutnJets);
4524
4525	<	TH1F *TAUhJZBpos       = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4526	<	TH1F *LcorrJZBeemm     = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4527	<	TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4528	<	TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4525	>	TH1F *TAUhJZBpos       = allsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4526	>	TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4527	>	TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4528	>	TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4529
4530		TH1F *RcorrJZBSBem;
4531		TH1F *LcorrJZBSBem;
#	Line 3849 | Line 4533 | void zjets_prediction_comparison(string
4533		TH1F *LcorrJZBSBeemm;
4534
4535		if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4536	<	RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4537	<	LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4538	<	RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4539	<	LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4536	>	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4537	>	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4538	>	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4539	>	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4540		}
4541
4542		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
#	Line 3923 | Line 4607 | void zjets_prediction_comparison(string
4607		delete LcorrJZBSBeemm;
4608		}
4609
4610	+	//***************************************************************************************************
4611	+
4612	+	string jzbvar=var;
4613	+	for(int i=0;i<60;i+=10) {
4614	+	stringstream sSpecialJZBCut;
4615	+	sSpecialJZBCut << jzbvar << ">" << i;
4616	+	TCut SpecialJZBCut(sSpecialJZBCut.str().c_str());
4617	+
4618	+	var="mll";
4619	+
4620	+	TH1F *FullJZBhJZBpos       = allsamples.Draw("FullJZBhJZBpos",var,10,0,200, "m_{ll} [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&notTau&&kPos&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4621	+	TH1F *LcorrJZBPluseemm     = allsamples.Draw("LcorrJZBPluseemm",var,10,0,200, "m_{ll} [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&notTau&&kNeg&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4622	+	TH1F *RcorrJZBPlusem       = allsamples.Draw("RcorrJZBPlusem",var,10,0,200, "m_{ll} [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&notTau&&kPos&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4623	+	TH1F *LcorrJZBPlusem       = allsamples.Draw("LcorrJZBPlusem",var,10,0,200, "m_{ll} [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&notTau&&kNeg&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4624	+
4625	+	TH1F *RcorrJZBPlusSBem;
4626	+	TH1F *LcorrJZBPlusSBem;
4627	+	TH1F *RcorrJZBPlusSBeemm;
4628	+	TH1F *LcorrJZBPlusSBeemm;
4629	+
4630	+
4631	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4632	+	RcorrJZBPlusSBem   = allsamples.Draw("RcorrJZBPlusSBem",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&notTau&&kPos&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4633	+	LcorrJZBPlusSBem   = allsamples.Draw("LcorrJZBPlusSBem",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&notTau&&kNeg&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4634	+	RcorrJZBPlusSBeemm = allsamples.Draw("RcorrJZBPlusSBeemm",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&notTau&&kPos&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4635	+	LcorrJZBPlusSBeemm = allsamples.Draw("LcorrJZBPlusSBeemm",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&notTau&&kNeg&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4636	+	}
4637	+
4638	+	TH1F *BpredPrime = (TH1F*)LcorrJZBPluseemm->Clone("BpredPrime");
4639	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4640	+	BpredPrime->Add(RcorrJZBPlusem,1.0/3.);
4641	+	BpredPrime->Add(LcorrJZBPlusem,-1.0/3.);
4642	+	BpredPrime->Add(RcorrJZBPlusSBem,1.0/3.);
4643	+	BpredPrime->Add(LcorrJZBPlusSBem,-1.0/3.);
4644	+	BpredPrime->Add(RcorrJZBPlusSBeemm,1.0/3.);
4645	+	BpredPrime->Add(LcorrJZBPlusSBeemm,-1.0/3.);
4646	+	} else {
4647	+	BpredPrime->Add(RcorrJZBPlusem,1.0);
4648	+	BpredPrime->Add(LcorrJZBPlusem,-1.0);
4649	+	}
4650	+
4651	+	BpredPrime->SetLineColor(kRed);
4652	+
4653	+	FullJZBhJZBpos->SetLineColor(kBlack);
4654	+	BpredPrime->SetLineColor(kRed);
4655	+
4656	+	FullJZBhJZBpos->SetMinimum(1.0);
4657	+	FullJZBhJZBpos->Draw("e1");
4658	+	BpredPrime->Draw("same,hist");
4659	+	FullJZBhJZBpos->Draw("same,e1");
4660	+
4661	+	TLegend *FullJZBleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
4662	+	FullJZBleg->AddEntry(FullJZBhJZBpos,"Observed","pe");
4663	+	FullJZBleg->AddEntry(BpredPrime,"Predicted","l");
4664	+	FullJZBleg->Draw("same");
4665	+	DrawMCPrelim(simulatedlumi);
4666	+	CompleteSave(zcan,"Systematics/ZJets/Mll_Distribution_JZB"+any2string(i)+"_zjets_eemumu_prediction__"+any2string(massregionname));
4667	+
4668	+	TH1F* FullJZBhratio = (TH1F*)FullJZBhJZBpos->Clone("FullJZBhratio");
4669	+	FullJZBhratio->Divide(BpredPrime);
4670	+
4671	+	zcan->SetLogy(0);
4672	+	FullJZBhratio->GetYaxis()->SetRangeUser(0,2.5);
4673	+	FullJZBhratio->GetYaxis()->SetTitle("Observed/Predicted");
4674	+	FullJZBhratio->Draw("e1");
4675	+
4676	+	TLine *atop = new TLine(0,1.2,200,1.2);
4677	+	TLine *acenter = new TLine(0,1.0,200,1.0);
4678	+	TLine *abottom = new TLine(0,0.8,200,0.8);
4679	+
4680	+	atop->SetLineColor(kBlue);
4681	+	atop->SetLineStyle(2);
4682	+	acenter->SetLineColor(kBlue);
4683	+	abottom->SetLineColor(kBlue);
4684	+	abottom->SetLineStyle(2);
4685	+
4686	+	atop->Draw("same");
4687	+	acenter->Draw("same");
4688	+	abottom->Draw("same");
4689	+
4690	+	TLegend *FullJZBleg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
4691	+	FullJZBleg2->AddEntry(FullJZBhratio,"obs / pred","pe");
4692	+	FullJZBleg2->AddEntry(abottom,"syst. envelope","l");
4693	+	FullJZBleg2->Draw("same");
4694	+	DrawMCPrelim(simulatedlumi);
4695	+	CompleteSave(zcan,"Systematics/ZJets/Mll_Distribution_JZB"+any2string(i)+"zjets_eemumu_prediction_ratio"+any2string(massregionname));
4696	+
4697	+
4698	+	delete BpredPrime;
4699	+	delete FullJZBhJZBpos;
4700	+	delete LcorrJZBPluseemm;
4701	+	delete RcorrJZBPlusem;
4702	+	delete LcorrJZBPlusem;
4703	+	//  delete FullJZBhJZBpos;
4704	+
4705	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4706	+	delete RcorrJZBPlusSBem;
4707	+	delete LcorrJZBPlusSBem;
4708	+	delete RcorrJZBPlusSBeemm;
4709	+	delete LcorrJZBPlusSBeemm;
4710	+	}
4711	+
4712	+	}
4713	+	//***************************************************************************************************
4714
4715		delete zcan;
4716		cutWeight=weightbackup;
#	Line 3930 | Line 4718 | void zjets_prediction_comparison(string
4718
4719
4720		void zjets_prediction_comparison(string mcjzbWithPUa) {
4721	<	zjets_prediction_comparison(mcjzbWithPUa, TCut(""), "nomasscut");
4722	<	zjets_prediction_comparison(mcjzbWithPUa, TCut("abs(mll-91)<20"), "Zwindow_20");
4721	>	zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>20"), "nomasscut");
4722	>	zjets_prediction_comparison(mcjzbWithPUa, TCut("abs(mll-91)<10"), "Zwindow_10");
4723	>	zjets_prediction_comparison(mcjzbWithPUa, TCut("abs(mll-91)>10&&mll>20"), "Outside_Zwindow_10");
4724		zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>20&&mll<70"), "LowMassRegion2070");
4725		zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>110"), "HighMassRegion110");
4726		}
#	Line 4487 | Line 5276 | void met_vs_jzb_plots(string datajzb, st
5276		sRIGHT << "((" << mcjzb << ")>0)";
5277		TCut RIGHT(sRIGHT.str().c_str());
5278
5279	<	TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5280	<	TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5281	<	TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5282	<	TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5279	>	TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5280	>	TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5281	>	TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5282	>	TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5283
5284
5285		TH1F *Bpred =  (TH1F*)metleft->Clone("Bpred");
#	Line 4540 | Line 5329 | void met_vs_jzb_plots(string datajzb, st
5329		metpad2->cd();
5330		metpad2->SetLogy(1);
5331
5332	<	TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5333	<	TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5334	<	TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5335	<	TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5332	>	TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5333	>	TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5334	>	TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5335	>	TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5336
5337		metlefta->Add(metleftOa,-1);
5338		metrighta->Add(metrightOa,-1);
#	Line 4562 | Line 5351 | void met_vs_jzb_plots(string datajzb, st
5351		int newNBins=30;
5352
5353		TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
5354	<	TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
5355	<	TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
5356	<	TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
5357	<	TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
5354	>	TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
5355	>	TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
5356	>	TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
5357	>	TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
5358
5359		TH1F *aBpred = (TH1F*)Ametleft->Clone("aBpred");
5360		aBpred->Add(AmetleftO,-1);
#	Line 4590 | Line 5379 | void met_vs_jzb_plots(string datajzb, st
5379		delete metright;
5380		delete metrightO;
5381		}
5382	+
5383	+
5384	+	void do_one_ttbar_test(TH1F* &observed, TH1F* &predicted, TH1F* &ratio, TH1F* &ratio2, string mcjzb, string prestring) {
5385	+
5386	+	if(PlottingSetup::RestrictToMassPeak) {
5387	+	write_error(__FUNCTION__,"This function (ttbar_tests) was not written for on-peak studies - sorry.");
5388	+	assert(!PlottingSetup::RestrictToMassPeak);
5389	+	}
5390	+
5391	+	vector<float> binning;
5392	+
5393	+	binning.push_back(-200);
5394	+	binning.push_back(-150);
5395	+	binning.push_back(-125);
5396	+	binning.push_back(-100);
5397	+	binning.push_back(-75);
5398	+	binning.push_back(-50);
5399	+	binning.push_back(-25);
5400	+	binning.push_back(0);
5401	+	binning.push_back(25);
5402	+	binning.push_back(50);
5403	+	binning.push_back(75);
5404	+	binning.push_back(100);
5405	+	binning.push_back(125);
5406	+	binning.push_back(150);
5407	+	binning.push_back(200);
5408	+
5409	+	switch_overunderflow(true);
5410	+
5411	+	TH1F *TZem  = allsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5412	+	TH1F *nTZem = allsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5413	+	TH1F *TZeemm  = allsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5414	+	TH1F *nTZeemm = allsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5415	+
5416	+	TCanvas *tcan = new TCanvas("tcan","tcan");
5417	+	tcan->SetLogy(1);
5418	+
5419	+	TZeemm->SetLineColor(kBlack);
5420	+	TZem->SetLineColor(kRed);
5421	+	TZeemm->SetMarkerColor(kBlack);
5422	+	TZem->SetMarkerColor(kRed);
5423	+
5424	+	vector<TH1F*> histos;
5425	+	//  TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
5426	+	//  TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
5427	+	histos.push_back(TZem);
5428	+	histos.push_back(TZeemm);
5429	+	draw_all_ttbar_histos(tcan,histos,"histo",8);
5430	+
5431	+	TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
5432	+	leg->AddEntry(TZeemm,"SFZP","l");
5433	+	leg->AddEntry(TZem,"OFZP","l");
5434	+	leg->Draw("same");
5435	+	DrawMCPrelim();
5436	+	CompleteSave(tcan,"Systematics/TtbarTests/"+prestring+"/ttbar_shape_comparison");
5437	+
5438	+	TH1F *TZemcopy = (TH1F*)TZem->Clone("TZemcopy");
5439	+	TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
5440	+	TH1F *TSeemmcopy;
5441	+	TH1F *TSemcopy;
5442	+
5443	+	predicted=(TH1F*)TZem->Clone(((string)"predicted_"+prestring).c_str());
5444	+	observed=(TH1F*)TZeemm->Clone(((string)"observed_"+prestring).c_str());
5445	+
5446	+	vector<float> posbinning;
5447	+	for(unsigned int i=0;i<binning.size();i++) {
5448	+	if(binning[i]<0) continue;
5449	+	posbinning.push_back(binning[i]);
5450	+	}
5451	+
5452	+	TH1F *pred2 = new TH1F("pred2","pred2",posbinning.size()-1,&posbinning[0]);pred2->Sumw2();
5453	+	TH1F *obs2 = new TH1F("obs2","obs2",posbinning.size()-1,&posbinning[0]);obs2->Sumw2();
5454	+
5455	+	for(unsigned int i=1;i<=predicted->GetNbinsX();i++) {
5456	+	int index=pred2->FindBin(abs(TZem->GetBinCenter(i)));
5457	+	if(TZem->GetBinCenter(i)<0) {
5458	+	//we're on the left: subtract em!
5459	+	pred2->SetBinContent(index,pred2->GetBinContent(index)-TZem->GetBinContent(i));
5460	+	pred2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZem->GetBinError(i),2)));
5461	+	//we're on the left: add eemm!
5462	+	pred2->SetBinContent(index,pred2->GetBinContent(index)+TZeemm->GetBinContent(i));
5463	+	pred2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZeemm->GetBinError(i),2)));
5464	+	} else {
5465	+	//we're on the right: add em!
5466	+	pred2->SetBinContent(index,pred2->GetBinContent(index)+TZem->GetBinContent(i));
5467	+	pred2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZem->GetBinError(i),2)));
5468	+	//we're on the left: add eemm!
5469	+	obs2->SetBinContent(index,obs2->GetBinContent(index)+TZeemm->GetBinContent(i));
5470	+	obs2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZeemm->GetBinError(i),2)));
5471	+	}
5472	+	}
5473	+
5474	+	ratio2 = (TH1F*)pred2->Clone(((string)"ratio2_"+prestring).c_str());
5475	+	ratio2->Divide(obs2);
5476	+
5477	+	TZem->Divide(TZeemm);
5478	+	TZem->SetMarkerStyle(21);
5479	+
5480	+	TZem->SetTitle("OF / SF");
5481	+	ratio = (TH1F*)TZem->Clone(((string)"ratio_"+prestring).c_str());
5482	+
5483	+	tcan->SetLogy(0);
5484	+	TZem->GetYaxis()->SetRangeUser(0,2.5);
5485	+	TZem->GetYaxis()->SetTitle("ratio");
5486	+	TZem->Draw();
5487	+
5488	+	float linepos=emuncertOFFPEAK;
5489	+
5490	+	TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
5491	+	TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
5492	+	TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
5493	+
5494	+	top->SetLineColor(kBlue);top->SetLineStyle(2);
5495	+	bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
5496	+	center->SetLineColor(kBlue);
5497	+
5498	+	top->Draw("same");
5499	+	center->Draw("same");
5500	+	bottom->Draw("same");
5501	+
5502	+	TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
5503	+	leg2->AddEntry(TZem,"OFZP / SFZP","ple");
5504	+	leg2->AddEntry(bottom,"syst. envelope","l");
5505	+	leg2->SetX1(0.25);leg2->SetX2(0.6);
5506	+	leg2->SetY1(0.65);
5507	+
5508	+	leg2->Draw("same");
5509	+
5510	+	DrawMCPrelim();
5511	+	CompleteSave(tcan,"Systematics/TtbarTests/"+prestring+"/ttbar_shape_comparison_ratio");
5512	+
5513	+	ratio2->SetLineColor(TZem->GetLineColor());
5514	+	ratio2->SetMarkerColor(TZem->GetMarkerColor());
5515	+	ratio2->GetYaxis()->SetRangeUser(0,2.5);
5516	+	ratio2->GetYaxis()->SetTitle("ratio");
5517	+	ratio2->Draw();
5518	+
5519	+	TLine *top2 = new TLine(0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
5520	+	TLine *center2 = new TLine(0,1.0,binning[binning.size()-1],1.0);
5521	+	TLine *bottom2 = new TLine(0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
5522	+
5523	+	top2->SetLineColor(kBlue);top->SetLineStyle(2);
5524	+	bottom2->SetLineColor(kBlue);bottom->SetLineStyle(2);
5525	+	center2->SetLineColor(kBlue);
5526	+
5527	+	top2->Draw("same");
5528	+	center2->Draw("same");
5529	+	bottom2->Draw("same");
5530	+
5531	+	leg2->Draw("same");
5532	+
5533	+	DrawMCPrelim();
5534	+	CompleteSave(tcan,"Systematics/TtbarTests/"+prestring+"/ttbar_shape_comparison_FINALratio");
5535	+
5536	+	delete TZem;
5537	+	delete nTZem;
5538	+	delete TZeemm;
5539	+	delete nTZeemm;
5540	+	delete obs2;
5541	+	delete pred2;
5542	+	delete tcan;
5543	+	switch_overunderflow(false);
5544	+	}
5545	+
5546	+	void IllustrateVariation(TH1F *vanilla_ratio, TH1F *response_only_up_ratio, TH1F *response_only_down_ratio, TH1F *reponse_plus_peak_up_ratio, TH1F *reponse_plus_peak_down_ratio, string PostString) {
5547
5548	+
5549	+	TCanvas *ttcan2 = new TCanvas("ttcan2","ttcan2");
5550	+	vanilla_ratio->GetYaxis()->SetRangeUser(0.6,1.4);
5551	+	vanilla_ratio->SetFillColor(kGreen);
5552	+	vanilla_ratio->SetLineColor(kGreen);
5553	+	vanilla_ratio->SetMarkerColor(kGreen);
5554	+	vanilla_ratio->SetFillStyle(3001);
5555	+	vanilla_ratio->Draw("e3");
5556	+
5557	+	response_only_up_ratio->SetFillColor(kRed);
5558	+	response_only_up_ratio->SetMarkerColor(kRed);
5559	+	response_only_up_ratio->SetLineColor(kRed);
5560	+	response_only_up_ratio->SetFillStyle(3003);
5561	+	response_only_up_ratio->Draw("e3,same");
5562	+
5563	+	response_only_down_ratio->SetFillColor(kOrange);
5564	+	response_only_down_ratio->SetMarkerColor(kOrange);
5565	+	response_only_down_ratio->SetLineColor(kOrange);
5566	+	response_only_down_ratio->SetFillStyle(3004);
5567	+	response_only_down_ratio->Draw("e3,same");
5568	+
5569	+	reponse_plus_peak_up_ratio->SetFillColor(TColor::GetColor("#BDBDBD"));
5570	+	reponse_plus_peak_up_ratio->SetMarkerColor(TColor::GetColor("#BDBDBD"));
5571	+	reponse_plus_peak_up_ratio->SetLineColor(TColor::GetColor("#BDBDBD"));
5572	+	reponse_plus_peak_up_ratio->SetFillStyle(3005);
5573	+	reponse_plus_peak_up_ratio->Draw("e3,same");
5574	+
5575	+	reponse_plus_peak_down_ratio->SetFillColor(kBlue);
5576	+	reponse_plus_peak_down_ratio->SetMarkerColor(kBlue);
5577	+	reponse_plus_peak_down_ratio->SetLineColor(kBlue);
5578	+	reponse_plus_peak_down_ratio->SetFillStyle(3006);
5579	+	reponse_plus_peak_down_ratio->Draw("e3,same");
5580	+
5581	+	TLine *llow = new TLine(vanilla_ratio->GetBinLowEdge(1),1.0-emuncertOFFPEAK,vanilla_ratio->GetBinLowEdge(vanilla_ratio->GetNbinsX())+vanilla_ratio->GetBinWidth(vanilla_ratio->GetNbinsX()),1.0-emuncertOFFPEAK);
5582	+	TLine *lhi = new TLine(vanilla_ratio->GetBinLowEdge(1),1.0+emuncertOFFPEAK,vanilla_ratio->GetBinLowEdge(vanilla_ratio->GetNbinsX())+vanilla_ratio->GetBinWidth(vanilla_ratio->GetNbinsX()),1.0+emuncertOFFPEAK);
5583	+	TLine *lOne = new TLine(vanilla_ratio->GetBinLowEdge(1),1.0,vanilla_ratio->GetBinLowEdge(vanilla_ratio->GetNbinsX())+vanilla_ratio->GetBinWidth(vanilla_ratio->GetNbinsX()),1.0);
5584	+
5585	+	TLine *llowA = new TLine(vanilla_ratio->GetBinLowEdge(1),1.0-0.07,vanilla_ratio->GetBinLowEdge(vanilla_ratio->GetNbinsX())+vanilla_ratio->GetBinWidth(vanilla_ratio->GetNbinsX()),1.0-0.07);
5586	+	TLine *lhiA = new TLine(vanilla_ratio->GetBinLowEdge(1),1.0+0.07,vanilla_ratio->GetBinLowEdge(vanilla_ratio->GetNbinsX())+vanilla_ratio->GetBinWidth(vanilla_ratio->GetNbinsX()),1.0+0.07);
5587	+
5588	+	lhiA->SetLineColor(kRed);
5589	+	lhiA->SetLineStyle(2);
5590	+	llowA->SetLineColor(kRed);
5591	+	llowA->SetLineStyle(2);
5592	+
5593	+	llow->SetLineColor(kBlue);
5594	+	llow->SetLineStyle(2);
5595	+	lhi->SetLineColor(kBlue);
5596	+	lhi->SetLineStyle(2);
5597	+	lOne->SetLineColor(kBlue);
5598	+
5599	+	llow->Draw();
5600	+	lhi->Draw();
5601	+	lOne->Draw();
5602	+
5603	+	llowA->Draw();
5604	+	lhiA->Draw();
5605	+
5606	+	TLegend *leg = make_legend();
5607	+	leg->SetX1(0.15);
5608	+	leg->SetY1(0.7);
5609	+	leg->AddEntry(vanilla_ratio,"Raw JZB","pf");
5610	+	leg->AddEntry(response_only_up_ratio,"With response correction","pf");
5611	+	leg->AddEntry(response_only_down_ratio,"With inverted response correction","pf");
5612	+	leg->AddEntry(reponse_plus_peak_up_ratio,"With response and peak correction","pf");
5613	+	leg->AddEntry(reponse_plus_peak_down_ratio,"With response and inverted peak corr.","pf");
5614	+	leg->AddEntry(lhi,"Systematic envelope","l");
5615	+	//  leg->SetNColumns(2);
5616	+	leg->Draw();
5617	+
5618	+	CompleteSave(ttcan2,"Systematics/TtbarTests/Comparison"+PostString);
5619	+
5620	+	vanilla_ratio->GetYaxis()->SetRangeUser(0.6,1.4);
5621	+	vanilla_ratio->Draw("e3");
5622	+	response_only_up_ratio->Draw("e3 same");
5623	+	response_only_down_ratio->Draw("e3 same");
5624	+	TLegend *leg2 = make_legend();
5625	+	leg2->SetX1(0.15);
5626	+	leg2->SetY1(0.7);
5627	+	leg2->AddEntry(vanilla_ratio,"Raw JZB","pf");
5628	+	leg2->AddEntry(response_only_up_ratio,"With response correction","pf");
5629	+	leg2->AddEntry(response_only_down_ratio,"With inverted response correction","pf");
5630	+	leg2->AddEntry(lhi,"Systematic envelope","l");
5631	+	leg2->Draw();
5632	+	llow->Draw();
5633	+	lOne->Draw();
5634	+	llowA->Draw();
5635	+	lhiA->Draw();
5636	+
5637	+	CompleteSave(ttcan2,"Systematics/TtbarTests/Comparison_Response"+PostString);
5638	+
5639	+	response_only_up_ratio->GetYaxis()->SetRangeUser(0.6,1.4);
5640	+	response_only_up_ratio->Draw("e3");
5641	+	reponse_plus_peak_up_ratio->Draw("e3 same");
5642	+	reponse_plus_peak_down_ratio->Draw("e3 same");
5643	+	TLegend *leg3 = make_legend();
5644	+	leg3->SetX1(0.15);
5645	+	leg3->SetY1(0.7);
5646	+	leg3->AddEntry(response_only_up_ratio,"With response correction","pf");
5647	+	leg3->AddEntry(reponse_plus_peak_up_ratio,"With response and peak correction","pf");
5648	+	leg3->AddEntry(reponse_plus_peak_down_ratio,"With response and inverted peak corr.","pf");
5649	+	leg3->AddEntry(lhi,"Systematic envelope","l");
5650	+	leg3->Draw();
5651	+	llow->Draw();
5652	+	lOne->Draw();
5653	+	llowA->Draw();
5654	+	lhiA->Draw();
5655	+
5656	+	CompleteSave(ttcan2,"Systematics/TtbarTests/Comparison_Peak"+PostString);
5657	+
5658	+	delete ttcan2;
5659	+	}
5660	+
5661	+	void ttbar_correction_tests() {
5662	+	TCanvas *ttcan = new TCanvas("ttcan","ttcan");
5663	+
5664	+	TH1F *vanilla_observed, *response_only_up_observed, *response_only_down_observed, *reponse_plus_peak_up_observed, *reponse_plus_peak_down_observed;
5665	+
5666	+	TH1F *vanilla_predicted, *response_only_up_predicted, *response_only_down_predicted, *reponse_plus_peak_up_predicted, *reponse_plus_peak_down_predicted;
5667	+
5668	+	TH1F *vanilla_ratio, *response_only_up_ratio, *response_only_down_ratio, *reponse_plus_peak_up_ratio, *reponse_plus_peak_down_ratio;
5669	+
5670	+	TH1F *vanilla_ratio2, *response_only_up_ratio2, *response_only_down_ratio2, *reponse_plus_peak_up_ratio2, *reponse_plus_peak_down_ratio2;
5671	+
5672	+	string vanilla="jzb[1]";
5673	+	string response_only_up="((jzb[1]+0.034665*pt))";
5674	+	string response_only_down="((jzb[1]-0.034665*pt))";
5675	+	string reponse_plus_peak_up="((jzb[1]+0.034665*pt)- 3.58273 )";
5676	+	string reponse_plus_peak_down="((jzb[1]+0.034665*pt)+ 3.58273 )";
5677	+
5678	+	do_one_ttbar_test(vanilla_observed,vanilla_predicted,vanilla_ratio,vanilla_ratio2,vanilla,"vanilla");
5679	+	do_one_ttbar_test(response_only_up_observed,response_only_up_predicted,response_only_up_ratio,response_only_up_ratio2,response_only_up,"response_only_up");
5680	+	do_one_ttbar_test(response_only_down_observed,response_only_down_predicted,response_only_down_ratio,response_only_down_ratio2,response_only_down,"response_only_down");
5681	+	do_one_ttbar_test(reponse_plus_peak_up_observed,reponse_plus_peak_up_predicted,reponse_plus_peak_up_ratio,reponse_plus_peak_up_ratio2,reponse_plus_peak_up,"reponse_plus_peak_up");
5682	+	do_one_ttbar_test(reponse_plus_peak_down_observed,reponse_plus_peak_down_predicted,reponse_plus_peak_down_ratio,reponse_plus_peak_down_ratio2,reponse_plus_peak_down,"reponse_plus_peak_down");
5683	+
5684	+	ttcan->cd();
5685	+
5686	+	IllustrateVariation(vanilla_ratio,response_only_up_ratio,response_only_down_ratio,reponse_plus_peak_up_ratio,reponse_plus_peak_down_ratio,"PartialRatio");
5687	+	IllustrateVariation(vanilla_ratio2,response_only_up_ratio2,response_only_down_ratio2,reponse_plus_peak_up_ratio2,reponse_plus_peak_down_ratio2,"FullRatio");
5688	+
5689	+	delete vanilla_observed;
5690	+	delete response_only_up_observed;
5691	+	delete response_only_down_observed;
5692	+	delete reponse_plus_peak_up_observed;
5693	+	delete reponse_plus_peak_down_observed;
5694	+
5695	+	delete vanilla_predicted;
5696	+	delete response_only_up_predicted;
5697	+	delete response_only_down_predicted;
5698	+	delete reponse_plus_peak_up_predicted;
5699	+	delete reponse_plus_peak_down_predicted;
5700	+
5701	+	delete vanilla_ratio;
5702	+	delete response_only_up_ratio;
5703	+	delete response_only_down_ratio;
5704	+	delete reponse_plus_peak_up_ratio;
5705	+	delete reponse_plus_peak_down_ratio;
5706	+
5707	+	delete ttcan;
5708	+	}
5709	+
5710	+	void ttbar_region_search(string mcjzb) {
5711	+	cout << "Looking for a nice control region" << endl;
5712	+	TCanvas *can = new TCanvas("can","can",1200,1200);
5713	+	can->Divide(2,2);
5714	+	can->cd(1);
5715	+	can->cd(1)->SetLogy(1);
5716	+
5717	+	THStack JZBdistSF = allsamples.DrawStack("JZBdistSF",mcjzb,100,-150,150, "JZB [GeV]", "events", cutmass&&cutOSSF&&TCut("pfJetGoodNum40==2"),mc, luminosity);
5718	+	THStack JZBdistOF = allsamples.DrawStack("JZBdistOF",mcjzb,100,-150,150, "JZB [GeV]", "events", cutmass&&cutOSOF&&TCut("pfJetGoodNum40==2"),mc, luminosity);
5719	+
5720	+	JZBdistSF.Draw("histo");
5721	+	JZBdistSF.SetMaximum(1000);
5722	+	JZBdistSF.SetMinimum(0.1);
5723	+	JZBdistSF.Draw("histo");
5724	+	DrawMCPrelim();
5725	+
5726	+	can->cd(2);
5727	+	can->cd(2)->SetLogy(1);
5728	+	JZBdistOF.Draw("histo");
5729	+	JZBdistOF.SetMaximum(1000);
5730	+	JZBdistOF.SetMinimum(0.1);
5731	+	JZBdistOF.Draw("histo");
5732	+	DrawMCPrelim();
5733	+
5734	+	can->cd(3);
5735	+
5736	+
5737	+	write_warning(__FUNCTION__,"Missing negative JZB subtraction  ");
5738	+
5739	+	DrawMCPrelim();
5740	+
5741	+	/*
5742	+	THStack *Subtracted = new THStack();
5743	+
5744	+	TIter nextSF(JZBdistSF.GetHists());
5745	+	TIter nextOF(JZBdistOF.GetHists());
5746	+	TObject* SFobj;
5747	+	TObject* OFobj;
5748	+
5749	+	TH1* sfh = NULL;
5750	+	TH1* ofh = NULL;
5751	+
5752	+	while ( (SFobj = nextSF()) && (OFobj = nextOF()) ) {
5753	+	TH1F *sfstart = (TH1*)SFobj->Clone();
5754	+	TH1F *ofstart = (TH1*)OFobj->Clone();
5755	+	TH1F *obs, *pred;
5756	+	MakeObservationPrediction(obs,pred,sfstart,ofstart);
5757	+
5758	+	if ( !hratio ) {
5759	+	hratio = (TH1*)obj->Clone();
5760	+	hratio->SetName("hratio");
5761	+	} else hratio->Add( (TH1*)obj );
5762	+
5763	+	}
5764	+	hratio->Divide(hdata);
5765	+	*/
5766	+
5767	+
5768	+	can->cd(4);
5769	+	JZBdistOF.Draw("histo");
5770	+	DrawMCPrelim();
5771	+
5772	+
5773	+
5774	+	CompleteSave(can,"Systematics/TtbarTests/ControlRegion");
5775	+
5776	+	CleanLegends();
5777	+	delete can;
5778	+	}
5779	+
5780	+	void ttbar_tests(string mcjzb) {
5781	+	//ttbar_correction_tests();
5782	+	ttbar_region_search(mcjzb);
5783	+	}
5784
5785		void test() {
5786
5787	+
5788	+	float MCPeak, MCPeakError, DataPeak, DataPeakError;
5789	+	stringstream result, datajzb, mcjzb;
5790	+	bool doPUreweighting=true;
5791	+	bool SwitchOffNJetsCut=false;
5792	+
5793	+
5794	+	TCanvas *can = new TCanvas("can","can");
5795	+	float mcSigma,mcSigmaError,dataSigma,dataSigmaError;
5796	+
5797	+	float NumVtxBin[6] = {0,5,10,15,20,30};
5798	+
5799	+	stringstream NowCut;
5800	+
5801	+	TGraphErrors *gMCPeak = new TGraphErrors();
5802	+	gMCPeak->SetTitle("gMCPeak");
5803	+	gMCPeak->SetName("gMCPeak");
5804	+	TGraphErrors *gDataPeak = new TGraphErrors();
5805	+	gDataPeak->SetTitle("gDataPeak");
5806	+	gDataPeak->SetName("gDataPeak");
5807	+	TGraphErrors *gMCWidth = new TGraphErrors();
5808	+	gMCWidth->SetTitle("gMCWidth");
5809	+	gMCWidth->SetName("gMCWidth");
5810	+	TGraphErrors *gDataWidth = new TGraphErrors();
5811	+	gDataWidth->SetTitle("gDataWidth");
5812	+	gDataWidth->SetName("gDataWidth");
5813	+
5814	+	float AllMCPeaks[200];
5815	+	float AllMCPeaksErrors[200];
5816	+
5817	+	for(int i=10;i<180;i+=20) {
5818	+	NowCut.str("");
5819	+	NowCut << "mll>=" << i << "&&mll<" << i+20;
5820	+	find_one_peak_combination(TCut(NowCut.str().c_str()),SwitchOffNJetsCut,MCPeak,MCPeakError, DataPeak,DataPeakError,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
5821	+	AllMCPeaks[i]=MCPeak;
5822	+	AllMCPeaksErrors[i]=MCPeakError;
5823	+	}
5824	+
5825	+	dout << "Summary : " << endl;
5826	+	for(int i=10;i<180;i+=20) {
5827	+	dout << "For the slice at [" << i << " , " << i+20 << "] we get a peak at " << AllMCPeaks[i] << " +/- " << AllMCPeaksErrors[i] << endl;
5828	+	}
5829	+	/*
5830		TCanvas *testcanv = new TCanvas("testcanv","testcanv");
5831		testcanv->cd();
5832		//  switch_overunderflow(true);
5833	<	TH1F *ptdistr   = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
5834	<	switch_overunderflow(false);
5835	<	ptdistr->Draw();
5836	<	testcanv->SaveAs("test.png");
4604	<	dout << "HELLO there!" << endl;
5833	>	TH1F *histo1 = new TH1F("histo","histo",100,0,1);
5834	>	histo1->Sumw2();
5835	>	TH1F *histo2 = new TH1F("histo2","histo2",100,0,1);
5836	>	histo2->Sumw2();
5837
5838	+	for(int i=0;i<100;i++) {
5839	+	histo1->Fill(1.0/i,i);
5840	+	histo2->Fill(1.0/(i*i),i);
5841	+	}
5842	+
5843	+	histo1->Draw();
5844	+	histo2->Draw("e1,same");
5845	+
5846	+	Save_With_Ratio( histo1, histo2, testcanv->cd(), "Bullshit", false, false, "AnyCrap" );
5847	+
5848	+
5849	+	dout << "HELLO there!" << endl;
5850	+	*/
5851		}

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