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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.3 by buchmann, Thu Feb 23 15:15:52 2012 UTC vs.
Revision 1.99 by buchmann, Fri Jun 28 15:03:02 2013 UTC

#	Line 15 | Line 15
15		#include <TSQLResult.h>
16		#include <TProfile.h>
17		#include <TLegendEntry.h>
18	+	#include "TMath.h"
19	+	#include "Math/DistFunc.h"
20
21		using namespace std;
22
#	Line 23 | Line 25 | using namespace PlottingSetup;
25		void todo() {
26		dout << "My to do list: " << endl;
27		dout << "  - ExperimentalModule::Poisson_ratio_plot : Get the second part to work!" << endl;
28	+	dout << "  - compare_onpeak_offpeak_signal_distributions: Implement this function ... " << endl;
29		dout << "Info : The trigger requirement is currently set to " << (const char*) passtrig << endl;
30	+	dout << "Info : The pt requirement is currently set to " << (const char*) passtrig << endl;
31	+	dout << "Info : The mll requirement is currently set to " << (const char*) cutmass << endl;
32	+	dout << "Info : The lepton requirement is currently set to " << (const char*) leptoncut << endl;
33	+	dout << "Info : The weight applied to all MC is " << (const char*) cutWeight << endl;
34		}
35
36	<	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &DataSigma, stringstream &result, bool doPUreweighting = true )
36	>
37	>	namespace PeakLibrary {
38	>	bool StoreHistos=false;
39	>	vector<TH1F*> DataHistogram;
40	>	vector<TH1F*> MCHistogram;
41	>	}
42	>
43	>
44	>	void find_one_peak_combination(TCut specialcut, bool SwitchOffNJetsCut, float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &MCSigmaError, float &DataSigma, float& DataSigmaError, stringstream &result, bool doPUreweighting = true, string saveas="")
45		{
46		// Temporarily switch off PU reweighting, if asked
47		TCut weightbackup=cutWeight;
48		if ( !doPUreweighting ) cutWeight="1.0";
49	<
49	>
50	>	int nbins=100;
51	>	if(PlottingSetup::DoBTag) nbins=25;
52	>
53	>	TCut nJetsCut(cutnJets);
54	>	if(SwitchOffNJetsCut) nJetsCut=specialcut;
55	>
56	>
57		TCanvas *tempcan = new TCanvas("tempcan","Temporary canvas for peak finding preparations");
58	<	TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,mc, luminosity);
59	<	TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
60	<	TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,mc, luminosity);
61	<	TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
58	>	TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,mc, luminosity);
59	>	TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,data, luminosity);
60	>	TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,mc, luminosity);
61	>	TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,data, luminosity);
62		TH1F *rawttbarjzbeemmMC;
63
64		if(method==doKM) {
65		//we only need this histo for the KM fitting...
66	<	rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,100, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("TTJet"));
67	<	MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
68	<	DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
66	>	rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&nJetsCut&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
67	>	MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
68	>	DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
69	>	delete rawttbarjzbeemmMC;
70		}
71		else {
72		TH1F *reducedMC = (TH1F*)rawJZBeemmMC->Clone();
#	Line 51 | Line 74 | void find_peaks(float &MCPeak,float &MCP
74		reducedMC->Add(rawJZBemMC,-1);
75		reducedData->Add(rawJZBemData,-1);
76		//this is Kostas' way of doing it - we subtract em to get rid of some of the ttbar contribution (in reality, of flavor-symmetric contribution)
77	<	MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
78	<	DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
79	<
77	>	MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
78	>	DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
79	>	delete reducedMC;
80	>	delete reducedData;
81		}
82
83		// Revert to original PU reweighting
#	Line 61 | Line 85 | void find_peaks(float &MCPeak,float &MCP
85
86		//  MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
87		//  DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
88	<	dout << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
89	<	result << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
90	<	dout << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
91	<	result << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
88	>	dout   << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
89	>	result << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
90	>	dout   << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
91	>	result << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
92	>
93	>	if(!PeakLibrary::StoreHistos) {
94	>	delete rawJZBeemmData;
95	>	delete rawJZBeemmMC;
96	>	} else {
97	>	rawJZBeemmMC->SetName(GetNumericHistoName().c_str());
98	>	rawJZBeemmData->SetName(GetNumericHistoName().c_str());
99	>	rawJZBeemmMC->Add(rawJZBemMC,-1);
100	>	rawJZBeemmData->Add(rawJZBemData,-1);
101	>	PeakLibrary::DataHistogram.push_back(rawJZBeemmData);
102	>	PeakLibrary::MCHistogram.push_back(rawJZBeemmMC);
103	>	}
104	>
105	>
106	>
107	>	delete rawJZBemData;
108	>	delete rawJZBemMC;
109		delete tempcan;
110		}
111
112	+
113	+	void FindPeakPileUpCorrection() {
114	+	bool StoreResultsInSeparateFile=true;
115	+	PeakLibrary::StoreHistos=true;
116	+
117	+
118	+	dout << "Finding peak position as a function of PU" << endl;
119	+	float MCPeak, MCPeakError, DataPeak, DataPeakError;
120	+	stringstream result, datajzb, mcjzb;
121	+	bool doPUreweighting=true;
122	+	bool SwitchOffNJetsCut=false;
123	+
124	+
125	+	TCanvas *can = new TCanvas("can","can");
126	+	float mcSigma,mcSigmaError,dataSigma,dataSigmaError;
127	+
128	+	const int nbins=10;
129	+	float NumVtxBin[nbins] = {0,7,9,11,13,15,17,19,21,30};
130	+
131	+	stringstream NowCut;
132	+
133	+
134	+	Double_t mc_peak_x[nbins];
135	+	Double_t mc_peak_y[nbins];
136	+	Double_t mc_peak_dxh[nbins];
137	+	Double_t mc_peak_dxl[nbins];
138	+	Double_t mc_peak_dy[nbins];
139	+
140	+	Double_t data_peak_x[nbins];
141	+	Double_t data_peak_y[nbins];
142	+	Double_t data_peak_dxh[nbins];
143	+	Double_t data_peak_dxl[nbins];
144	+	Double_t data_peak_dy[nbins];
145	+
146	+	Double_t mc_width_x[nbins];
147	+	Double_t mc_width_y[nbins];
148	+	Double_t mc_width_dxh[nbins];
149	+	Double_t mc_width_dxl[nbins];
150	+	Double_t mc_width_dy[nbins];
151	+
152	+	Double_t data_width_x[nbins];
153	+	Double_t data_width_y[nbins];
154	+	Double_t data_width_dxh[nbins];
155	+	Double_t data_width_dxl[nbins];
156	+	Double_t data_width_dy[nbins];
157	+
158	+	for(int i=0;i<nbins-1;i++) {
159	+	NowCut.str("");
160	+	NowCut << "numVtx>" << NumVtxBin[i] << "&&numVtx<=" << NumVtxBin[i+1];
161	+	cout << "NVtx cut is now : " << NowCut.str() << endl;
162	+	find_one_peak_combination(TCut(NowCut.str().c_str()),SwitchOffNJetsCut,MCPeak,MCPeakError, DataPeak,DataPeakError,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
163	+	cout << "    " << MCPeak << " +/- " << MCPeakError << endl;
164	+	cout << "    " << DataPeak << " +/- " << DataPeakError << endl;
165	+
166	+	TH1F *hDataSFNumVtx = allsamples.Draw("hDataSFNumVtx","numVtx",100,-0.5,49.5, "N_{vtx}", "events", cutmass&&cutOSSF&&cutnJets&&TCut(NowCut.str().c_str()),data, luminosity);
167	+	TH1F *hDataOFNumVtx = allsamples.Draw("hDataOFNumVtx","numVtx",100,-0.5,49.5, "N_{vtx}", "events", cutmass&&cutOSOF&&cutnJets&&TCut(NowCut.str().c_str()),data, luminosity);
168	+	TH1F *hMCSFNumVtx = allsamples.Draw("hMCSFNumVtx","numVtx",100,-0.5,49.5, "N_{vtx}", "events", cutmass&&cutOSSF&&cutnJets&&TCut(NowCut.str().c_str()),mc, luminosity);
169	+	TH1F *hMCOFNumVtx = allsamples.Draw("hMCOFNumVtx","numVtx",100,-0.5,49.5, "N_{vtx}", "events", cutmass&&cutOSOF&&cutnJets&&TCut(NowCut.str().c_str()),mc, luminosity);
170	+
171	+	hDataSFNumVtx->Add(hDataOFNumVtx,-1);
172	+	hMCSFNumVtx->Add(hMCOFNumVtx,-1);
173	+
174	+	mc_peak_x[i]=hMCSFNumVtx->GetMean();
175	+	mc_peak_y[i]=MCPeak;
176	+	mc_peak_dy[i]=MCPeakError;
177	+
178	+	data_peak_x[i]=hDataSFNumVtx->GetMean();
179	+	data_peak_y[i]=DataPeak;
180	+	data_peak_dy[i]=DataPeakError;
181	+
182	+	mc_width_x[i]=hMCSFNumVtx->GetMean();
183	+	mc_width_y[i]=mcSigma;
184	+	mc_width_dy[i]=mcSigmaError;
185	+
186	+	data_width_x[i]=hDataSFNumVtx->GetMean();
187	+	data_width_y[i]=dataSigma;
188	+	data_width_dy[i]=dataSigmaError;
189	+
190	+	delete hDataSFNumVtx;
191	+	delete hDataOFNumVtx;
192	+	delete hMCSFNumVtx;
193	+	delete hMCOFNumVtx;
194	+	}
195	+
196	+	for(int i=0;i<nbins-1;i++) {
197	+	if(i==0) {
198	+	data_width_dxl[i]=data_width_x[i];
199	+	data_peak_dxl[i]=data_peak_x[i];
200	+	data_width_dxh[i]=0.5*(data_width_x[i+1]-data_width_x[i]);
201	+	data_peak_dxh[i]=0.5*(data_peak_x[i+1]-data_peak_x[i]);
202	+
203	+	mc_width_dxl[i]=mc_width_x[i];
204	+	mc_peak_dxl[i]=mc_peak_x[i];
205	+	mc_width_dxh[i]=0.5*(mc_width_x[i+1]-mc_width_x[i]);
206	+	mc_peak_dxh[i]=0.5*(mc_peak_x[i+1]-mc_peak_x[i]);
207	+	} else if(i==nbins-2) {
208	+	data_width_dxl[i]=0.5*(data_width_x[i]-data_width_x[i-1]);
209	+	data_peak_dxl[i]=0.5*(data_peak_x[i]-data_peak_x[i-1]);
210	+	data_width_dxh[i]=30-data_width_x[i];
211	+	data_peak_dxh[i]=30-data_peak_x[i];
212	+
213	+	mc_width_dxl[i]=0.5*(mc_width_x[i]-mc_width_x[i-1]);
214	+	mc_peak_dxl[i]=0.5*(mc_peak_x[i]-mc_peak_x[i-1]);
215	+	mc_width_dxh[i]=30-mc_width_x[i];
216	+	mc_peak_dxh[i]=30-mc_peak_x[i];
217	+	} else {
218	+	data_width_dxl[i]=0.5*(data_width_x[i]-data_width_x[i-1]);
219	+	data_peak_dxl[i]=0.5*(data_peak_x[i]-data_peak_x[i-1]);
220	+	data_width_dxh[i]=0.5*(data_width_x[i+1]-data_width_x[i]);
221	+	data_peak_dxh[i]=0.5*(data_peak_x[i+1]-data_peak_x[i]);
222	+
223	+	mc_width_dxl[i]=0.5*(mc_width_x[i]-mc_width_x[i-1]);
224	+	mc_peak_dxl[i]=0.5*(mc_peak_x[i]-mc_peak_x[i-1]);
225	+	mc_width_dxh[i]=0.5*(mc_width_x[i+1]-mc_width_x[i]);
226	+	mc_peak_dxh[i]=0.5*(mc_peak_x[i+1]-mc_peak_x[i]);
227	+	}
228	+	}
229	+
230	+	TGraphAsymmErrors *gMCPeak = new TGraphAsymmErrors(nbins-1,mc_peak_x,mc_peak_y,mc_peak_dxl,mc_peak_dxh,mc_peak_dy,mc_peak_dy);
231	+	gMCPeak->SetTitle("gMCPeak");
232	+	gMCPeak->SetName("gMCPeak");
233	+
234	+	TGraphAsymmErrors *gDataPeak = new TGraphAsymmErrors(nbins-1,data_peak_x,data_peak_y,data_peak_dxl,data_peak_dxh,data_peak_dy,data_peak_dy);
235	+	gDataPeak->SetTitle("gDataPeak");
236	+	gDataPeak->SetName("gDataPeak");
237	+
238	+	TGraphAsymmErrors *gMCWidth = new TGraphAsymmErrors(nbins-1,mc_width_x,mc_width_y,mc_width_dxl,mc_width_dxh,mc_width_dy,mc_width_dy);
239	+	gMCWidth->SetTitle("gMCWidth");
240	+	gMCWidth->SetName("gMCWidth");
241	+
242	+	TGraphAsymmErrors *gDataWidth = new TGraphAsymmErrors(nbins-1,data_width_x,data_width_y,data_width_dxl,data_width_dxh,data_width_dy,data_width_dy);
243	+	gDataWidth->SetTitle("gDataWidth");
244	+	gDataWidth->SetName("gDataWidth");
245	+
246	+	can->cd();
247	+	gMCPeak->GetXaxis()->SetTitle("N(Vertices)");
248	+	gMCPeak->GetYaxis()->SetTitle("Peak position");
249	+	gMCPeak->GetXaxis()->CenterTitle();
250	+	gMCPeak->GetYaxis()->CenterTitle();
251	+	gDataPeak->GetXaxis()->SetTitle("N(Vertices)");
252	+	gDataPeak->GetYaxis()->SetTitle("Peak position");
253	+	gDataPeak->GetXaxis()->CenterTitle();
254	+	gDataPeak->GetYaxis()->CenterTitle();
255	+
256	+	gDataWidth->GetXaxis()->SetTitle("N(Vertices)");
257	+	gDataWidth->GetYaxis()->SetTitle("#sigma_{JZB}");
258	+	gDataWidth->GetXaxis()->CenterTitle();
259	+	gDataWidth->GetYaxis()->CenterTitle();
260	+	gMCWidth->GetXaxis()->SetTitle("N(Vertices)");
261	+	gMCWidth->GetYaxis()->SetTitle("#sigma_{JZB}");
262	+	gMCWidth->GetXaxis()->CenterTitle();
263	+	gMCWidth->GetYaxis()->CenterTitle();
264	+
265	+	gMCPeak->SetFillColor(TColor::GetColor("#2E9AFE"));
266	+	gDataPeak->SetFillColor(TColor::GetColor("#2E9AFE"));
267	+	gDataWidth->SetFillColor(TColor::GetColor("#2E9AFE"));
268	+	gMCWidth->SetFillColor(TColor::GetColor("#2E9AFE"));
269	+
270	+	can->cd();
271	+	gMCPeak->Draw("A2");
272	+	DrawMCPrelim();
273	+	CompleteSave(can,"PUStudy/MCPeak");
274	+
275	+	can->cd();
276	+	gStyle->SetOptFit(0);
277	+	gMCPeak->Fit("pol1");
278	+	TF1 *MCFit = (TF1*)gMCPeak->GetFunction("pol1");
279	+
280	+	gMCPeak->Draw("A2");
281	+	MCFit->SetLineColor(kBlue);
282	+	MCFit->SetLineWidth(2);
283	+	MCFit->Draw("same");
284	+	stringstream mresult;
285	+	mresult << "Slope: " << DigitsAfterComma(MCFit->GetParameter(1),2) << " +/- " << DigitsAfterComma(MCFit->GetParError(1),2);
286	+	TText* mrestitle = write_text(0.7,0.2,mresult.str());
287	+	mrestitle->Draw();
288	+	DrawMCPrelim();
289	+	CompleteSave(can,"PUStudy/MCPeak_Fit");
290	+
291	+	gMCWidth->Draw("A2");
292	+	DrawMCPrelim();
293	+	CompleteSave(can,"PUStudy/MCWidth");
294	+
295	+
296	+	can->cd();
297	+	gDataPeak->Draw("A2");
298	+	DrawPrelim();
299	+	CompleteSave(can,"PUStudy/DataPeak");
300	+
301	+	can->cd();
302	+	gStyle->SetOptFit(0);
303	+	gDataPeak->Fit("pol1");
304	+
305	+	TF1 *DataFit = (TF1*)gDataPeak->GetFunction("pol1");
306	+	DataFit->SetLineColor(kBlue);
307	+	DataFit->SetLineWidth(2);
308	+	DataFit->Draw("same");
309	+	stringstream dresult;
310	+	dresult << "Slope: " << DigitsAfterComma(DataFit->GetParameter(1),2) << " +/- " << DigitsAfterComma(DataFit->GetParError(1),2);
311	+	TText* drestitle = write_text(0.7,0.2,dresult.str());
312	+	drestitle->Draw();
313	+	DrawPrelim();
314	+	CompleteSave(can,"PUStudy/DataPeak_Fit");
315	+
316	+	can->cd();
317	+	gDataWidth->Draw("A2");
318	+	DrawPrelim();
319	+	CompleteSave(can,"PUStudy/DataWidth");
320	+
321	+	if(StoreResultsInSeparateFile) {
322	+	TFile *PeakFinding = new TFile("PeakFindingWithPeakCorrection.root","RECREATE");
323	+	gMCPeak->Write();
324	+	gDataPeak->Write();
325	+	gMCWidth->Write();
326	+	gDataWidth->Write();
327	+	PeakFinding->Close();
328	+	}
329	+
330	+
331	+	dout << "The suggested correction for Data is : " << DataFit->GetParameter(1) << endl;
332	+	dout << "The suggested correction for MC is   : " << MCFit->GetParameter(1) << endl;
333	+
334	+	dout << "Suggested variables : " << endl;
335	+	dout << "   jzbvariabledata=\"( " << jzbvariabledata << " - numVtx * " << DataFit->GetParameter(1) << " - " << DataFit->GetParameter(0)   << " )\";" << endl;
336	+	dout << "   jzbvariablemc=  \"( " <<   jzbvariablemc   << " - numVtx * " << MCFit->GetParameter(1)   << " - " << MCFit->GetParameter(0)   << " )\";" << endl;
337	+
338	+	TLegend *leg = make_legend();
339	+	can->cd();
340	+	int j=0;
341	+	for(int i=PeakLibrary::DataHistogram.size()-5;i<PeakLibrary::DataHistogram.size();i++) {
342	+	PeakLibrary::DataHistogram[i]->Rebin(5);
343	+	PeakLibrary::DataHistogram[i]->SetLineColor(j+1);
344	+	if(i==PeakLibrary::DataHistogram.size()-5) PeakLibrary::DataHistogram[i]->DrawNormalized("histo");
345	+	else PeakLibrary::DataHistogram[i]->DrawNormalized("histo,same");
346	+	stringstream name;
347	+	name << NumVtxBin[j] << " < N_{vtx} < " << NumVtxBin[j+1];
348	+	leg->AddEntry(PeakLibrary::DataHistogram[i],name.str().c_str(),"l");
349	+	j++;
350	+	}
351	+
352	+	leg->Draw();
353	+	DrawPrelim();
354	+	CompleteSave(can,"PUStudy/DataOverview");
355	+
356	+	TLegend *leg2 = make_legend();
357	+	can->cd();
358	+	j=0;
359	+	for(int i=PeakLibrary::MCHistogram.size()-5;i<PeakLibrary::MCHistogram.size();i++) {
360	+	PeakLibrary::MCHistogram[i]->Rebin(5);
361	+	PeakLibrary::MCHistogram[i]->SetLineColor(j+1);
362	+	if(i==PeakLibrary::MCHistogram.size()-5) PeakLibrary::MCHistogram[i]->DrawNormalized("histo");
363	+	else PeakLibrary::MCHistogram[i]->DrawNormalized("histo,same");
364	+	stringstream name;
365	+	name << NumVtxBin[j] << " < N_{vtx} < " << NumVtxBin[j+1];
366	+	leg->AddEntry(PeakLibrary::MCHistogram[i],name.str().c_str(),"l");
367	+	j++;
368	+	}
369	+
370	+	leg->Draw();
371	+	DrawPrelim();
372	+	CompleteSave(can,"PUStudy/MCOverview");
373	+
374	+	delete can;
375	+	PeakLibrary::StoreHistos=false;
376	+	}
377	+
378	+
379	+
380	+	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb, string sSpecialCut="", bool SwitchOffNJetsCut=false)
381	+	{
382	+	bool overunderflowstatus=addoverunderflowbins;
383	+	switch_overunderflow(false);
384	+
385	+	TCut SpecialCut("mll>=0");
386	+	if(sSpecialCut!="") SpecialCut=TCut(sSpecialCut.c_str());
387	+
388	+	bool DoInvidualeemmPeaks=false;
389	+
390	+	float mcpeak, datapeak;
391	+	float mcpeakerr, datapeakerr;
392	+
393	+	float mceepeak,mcmmpeak;
394	+	float mceepeakerr,mcmmpeakerr;
395	+
396	+	float datammpeak,dataeepeak;
397	+	float datammpeakerr,dataeepeakerr;
398	+
399	+	float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
400	+
401	+	dout << "Finding global peak : " << endl;
402	+	find_one_peak_combination(SpecialCut,SwitchOffNJetsCut,mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
403	+
404	+	if(DoInvidualeemmPeaks) {
405	+	dout << "Finding peak for electrons : " << endl;
406	+	find_one_peak_combination(SpecialCut&&TCut("id1==0"),SwitchOffNJetsCut,mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
407	+	dout << "Finding peak for muons : " << endl;
408	+	find_one_peak_combination(SpecialCut&&TCut("id1==1"),SwitchOffNJetsCut,mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
409	+
410	+	datajzb << "(" << jzbvariabledata;
411	+	mcjzb << "(" << jzbvariablemc;
412	+
413	+	if(dataeepeak>0) datajzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
414	+	else datajzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
415	+
416	+	if(datammpeak>0) datajzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
417	+	else datajzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
418	+
419	+	if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
420	+	else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
421	+
422	+	datajzb << ")";
423	+
424	+	if(mceepeak>0) mcjzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
425	+	else mcjzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
426	+
427	+	if(mcmmpeak>0) mcjzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
428	+	else mcjzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
429	+
430	+	if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
431	+	else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
432	+
433	+	mcjzb << ")";
434	+
435	+	} else {
436	+	datajzb << "(" << jzbvariabledata;
437	+	mcjzb   << "(" << jzbvariablemc;
438	+
439	+	if(datapeak>0) datajzb << "- " << TMath::Abs(datapeak) << " ";
440	+	else datajzb << "+ " << TMath::Abs(datapeak) << " ";
441	+
442	+	datajzb << ")";
443	+
444	+	if(mcpeak>0) mcjzb << "- " << TMath::Abs(mcpeak) << " ";
445	+	else mcjzb << "+ " << TMath::Abs(mcpeak) << " ";
446	+
447	+	mcjzb << ")";
448	+	}
449	+
450	+	MCPeak=mcpeak;
451	+	MCPeakError=mcpeakerr;
452	+	DataPeak=datapeak;
453	+	DataPeakError=datapeakerr;
454	+	switch_overunderflow(overunderflowstatus);
455	+	}
456	+
457	+	void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth, int MCorData) {
458	+	float min=70.0;
459	+	float max=115.0;
460	+	if(!PlottingSetup::RestrictToMassPeak) {
461	+	min=20;
462	+	max=300;
463	+	}
464	+	int nbins=int((max-min)/binWidth);
465	+
466	+	string prefix="";
467	+	if(MCorData==mc) prefix="MC__";
468	+
469	+
470	+	if(MCorData==mc) datajzb=mcjzb;
471	+
472	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
473	+
474	+	stringstream largerzeroS;
475	+	largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
476	+	TCut largerzeroD(largerzeroS.str().c_str());
477	+
478	+	stringstream smallerzeroS;
479	+	smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
480	+	TCut smallerzeroD(smallerzeroS.str().c_str());
481	+
482	+
483	+	stringstream largerzeroMS;
484	+	largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
485	+	TCut largerzeroM(largerzeroMS.str().c_str());
486	+
487	+
488	+	stringstream smallerzeroMS;
489	+	smallerzeroMS << "(" << mcjzb << "<-" << jzbthreshold << ")";
490	+	TCut smallerzeroM(smallerzeroMS.str().c_str());
491	+
492	+	TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,MCorData,luminosity);
493	+	THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
494	+	TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,MCorData,luminosity);
495	+	TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,MCorData,luminosity);
496	+	TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,MCorData,luminosity);
497	+
498	+	TH1F *RcorrJZBSBem;
499	+	TH1F *LcorrJZBSBem;
500	+	TH1F *RcorrJZBSBeemm;
501	+	TH1F *LcorrJZBSBeemm;
502	+
503	+	//  TH1F *RcorrJZBeemmNoS;
504	+
505	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
506	+	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,MCorData, luminosity);
507	+	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,MCorData, luminosity);
508	+	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,MCorData, luminosity);
509	+	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,MCorData, luminosity);
510	+	}
511	+
512	+	// Separate predictions
513	+	TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
514	+	TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
515	+	TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
516	+
517	+	TH1F *BpredSys = (TH1F*)SFN->Clone("BpredSys");
518	+	ClearHisto(BpredSys);
519	+	AddSquared(BpredSys,SFN,pow(PlottingSetup::zjetsestimateuncertOFFPEAK,2));
520	+
521	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
522	+	OFP->Scale(1.0/3.0);
523	+	OFP->Add(RcorrJZBSBem,1.0/3.);
524	+	OFP->Add(RcorrJZBSBeemm,1.0/3.);
525	+	OFN->Scale(1.0/3.0);
526	+	OFN->Add(LcorrJZBSBem,1.0/3.);
527	+	OFN->Add(LcorrJZBSBeemm,1.0/3.);
528	+	AddSquared(BpredSys,RcorrJZBem,pow((1.0/3) * PlottingSetup::emuncertOFFPEAK,2));
529	+	AddSquared(BpredSys,RcorrJZBSBem,pow((1.0/3) * PlottingSetup::emuncertOFFPEAK,2));
530	+	AddSquared(BpredSys,RcorrJZBSBeemm,pow((1.0/3) * PlottingSetup::emuncertOFFPEAK,2));
531	+	} else {
532	+	AddSquared(BpredSys,OFN,pow(PlottingSetup::emuncertOFFPEAK,2));
533	+	}
534	+
535	+	SQRT(BpredSys);
536	+
537	+	TGraphErrors *BpredSysBand = new TGraphErrors();
538	+	//  TH1F *BpredSysBand = (TH1F*)BpredSys->Clone("BpredSysBand");
539	+
540	+	for(int i=1;i<=BpredSys->GetNbinsX();i++) {
541	+	/*BpredSysBand->SetBinError(i,BpredSysBand->GetBinContent(i));
542	+	BpredSysBand->SetBinContent(i,0);*/
543	+	float dx=0.5*BpredSys->GetBinWidth(i);
544	+	float dy=BpredSys->GetBinContent(i);
545	+	BpredSysBand->SetPoint(i-1,BpredSys->GetBinCenter(i),0);
546	+	BpredSysBand->SetPointError(i-1,dx,dy);
547	+	}
548	+
549	+	delete BpredSys;
550	+	BpredSysBand->SetFillColor(TColor::GetColor("#2E9AFE"));
551	+
552	+	TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
553	+	Bpred->Add(OFP,1.02);
554	+	Bpred->Add(OFN,-1.02);
555	+	Bpred->SetLineColor(kRed);
556	+
557	+	RcorrJZBeemm->SetTitleOffset(1.3,"y");
558	+	RcorrJZBeemm->Draw();
559	+	mcRcorrJZBeemm.Draw("histo,same");
560	+	Bpred->Draw("histo,same");
561	+	RcorrJZBeemm->Draw("same");
562	+
563	+	TLegend *leg = allsamples.allbglegend();
564	+	leg->SetX1(0.58);
565	+	//  leg->AddEntry(RcorrJZBeemm,"observed (data)","l");
566	+	leg->AddEntry(Bpred,"predicted (data)","l");
567	+	leg->Draw("same");
568	+
569	+	stringstream saveas;
570	+	saveas << "kin/Mll_After_Cut/" << prefix << "Cut_At" << jzbthreshold;
571	+	CompleteSave(ckin,saveas.str());
572	+
573	+	// Draw all predictions overlayed
574	+	unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
575	+	SFN->SetLineColor(kGreen+2);
576	+	SFN->SetLineStyle(2);
577	+	SFN->SetLineWidth(w);
578	+	OFP->SetLineColor(kBlue+2);
579	+	OFP->SetLineStyle(2);
580	+	OFP->SetLineWidth(w);
581	+	OFN->SetLineColor(kMagenta+2);
582	+	OFN->SetLineStyle(3);
583	+	OFN->SetLineWidth(w);
584	+
585	+	RcorrJZBeemm->Draw();
586	+	SFN->Draw("histo,same");
587	+	OFP->Draw("histo,same");
588	+	OFN->Draw("histo,same");
589	+	Bpred->Draw("histo,same");
590	+	RcorrJZBeemm->Draw("same");
591	+
592	+	TLegend *leg2 = make_legend("",0.52,0.7);
593	+	if(MCorData==data) {
594	+	leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
595	+	leg2->AddEntry(Bpred,"predicted (data)","l");
596	+	} else {
597	+	leg2->AddEntry(RcorrJZBeemm,"true (MC)","lp");
598	+	leg2->AddEntry(Bpred,"predicted (MC)","l");
599	+	}
600	+
601	+	if(jzbthreshold>0) {
602	+	leg2->AddEntry(SFN,  ("  SF JZB<-"+any2string(jzbthreshold)).c_str(),"l");
603	+	leg2->AddEntry(OFN,  ("  OF JZB<-"+any2string(jzbthreshold)).c_str(),"l");
604	+	} else {
605	+	leg2->AddEntry(SFN,  "  SF JZB<0","l");
606	+	leg2->AddEntry(OFN,  "  OF JZB<0","l");
607	+	}
608	+	leg2->AddEntry(OFP,  ("  OF JZB>"+any2string(jzbthreshold)).c_str(),"l");
609	+	leg2->Draw("same");
610	+
611	+	saveas.str("");
612	+	saveas << "kin/Mll_After_Cut/" << prefix << "Cut_At" << jzbthreshold << "_nomc";
613	+	CompleteSave(ckin,saveas.str());
614	+
615	+
616	+	TH1F *diff = (TH1F*)RcorrJZBeemm->Clone("diff");
617	+	diff->Add(Bpred,-1);
618	+
619	+	TLegend *dleg = make_legend();
620	+	if(MCorData==data) dleg->AddEntry(diff,"Obs-predicted","p");
621	+	else dleg->AddEntry(diff,"True-predicted","p");
622	+	dleg->AddEntry(BpredSysBand,"Sys. envelope","f");
623	+	dleg->SetY1(0.7);
624	+
625	+
626	+	diff->GetYaxis()->SetTitle("true - predicted");
627	+	if(MCorData==data) diff->GetYaxis()->SetTitle("observed - predicted");
628	+	diff->Draw("e1");
629	+	BpredSysBand->Draw("e2");
630	+	diff->Draw("e1,same");
631	+	dleg->Draw();
632	+
633	+	if(MCorData==data) DrawPrelim();
634	+	else DrawMCPrelim();
635	+
636	+	saveas.str("");
637	+	saveas << "kin/Mll_After_Cut/" << prefix << "Cut_At" << jzbthreshold << "_nomc_Diff";
638	+	CompleteSave(ckin,saveas.str());
639	+
640	+	delete BpredSysBand;
641	+	delete diff;
642	+
643	+	delete RcorrJZBeemm;
644	+	delete LcorrJZBeemm;
645	+	delete RcorrJZBem;
646	+	delete LcorrJZBem;
647	+
648	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
649	+	delete RcorrJZBSBeemm;
650	+	delete LcorrJZBSBeemm;
651	+	delete RcorrJZBSBem;
652	+	delete LcorrJZBSBem;
653	+	}
654	+	delete Bpred;
655	+	delete ckin;
656	+	CleanLegends();
657	+	}
658	+
659		void make_special_mll_plot(int nbins, float min, float max, bool logscale,string xlabel) {
660
661		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
#	Line 86 | Line 674 | void make_special_mll_plot(int nbins, fl
674		datahistoOSSF->SetMarkerSize(DataMarkerSize);
675		datahistoOSSF->Draw();
676
677	<	mcstackOSSF.Draw("same");
677	>	mcstackOSSF.Draw("histo,same");
678		datahistoOSSF->Draw("same");
679
680		datahistoOSOF->SetMarkerColor(TColor::GetColor("#FE642E"));
#	Line 102 | Line 690 | void make_special_mll_plot(int nbins, fl
690		TIter next(bgleg->GetListOfPrimitives());
691		TObject* obj;
692		// Copy the nice bkgd legend skipping the "data"
693	<	while ( obj = next() )
693	>	while ( (obj = next()) )
694		if ( strcmp(((TLegendEntry*)obj)->GetObject()->GetName(),"datahistoOSSF") )
695		kinleg->GetListOfPrimitives()->Add(obj);
696
#	Line 112 | Line 700 | void make_special_mll_plot(int nbins, fl
700		delete datahistoOSOF;
701		delete datahistoOSSF;
702		delete ckin;
703	+	CleanLegends();
704		}
705
706
#	Line 121 | Line 710 | void draw_ratio_plot(TH1* hdata, THStack
710		TIter next(hmc.GetHists());
711		TObject* obj;
712		TH1* hratio = NULL;
713	<	while ( obj = next() ) {
713	>	while ( (obj = next()) ) {
714		if ( !hratio ) {
715		hratio = (TH1*)obj->Clone();
716		hratio->SetName("hratio");
#	Line 152 | Line 741 | void draw_ratio_plot(TH1* hdata, THStack
741		oneline->Draw("same");
742		}
743
744	+	float make_one_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
745	+	string xlabel, string filename, float legendPosition=0.55, int dataormc=data) {
746	+
747	+	TCut ibasiccut=basiccut;
748	+	bool draw_separation_lines=false;
749	+
750	+	if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
751	+
752	+	TCut cutSF;
753	+	TCut cutOF;
754	+
755	+	cout << "Going to use cutOSSF " << (const char*) cutOSSF << " and cutnJets " << (const char*) cutnJets << " and ibasiccut " << (const char*) ibasiccut << endl;
756	+	cutOF = cutOSOF&&cutnJets&&ibasiccut;
757	+	cutSF = cutOSSF&&cutnJets&&ibasiccut;
758	+
759	+	TCanvas *ofsf_can = new TCanvas("ofsf_can","ofsf_can");
760	+
761	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
762	+	rcan->SetLogy(logscale);
763	+	rcan->cd();
764	+
765	+	std::cout << "OF/SF comparison: variable = " << variable << ", cut = " << cutSF.GetTitle() << std::endl;
766	+	TH1F *datahistoOF,*datahistoSF;
767	+	if(dataormc==data || dataormc==mc) {
768	+	datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,dataormc,luminosity);
769	+	datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,dataormc,luminosity);
770	+	} else {
771	+	datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,mc,luminosity,allsamples.FindSample("/TTJets"));
772	+	datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,mc,luminosity,allsamples.FindSample("/TTJets"));
773	+	}
774	+	//   string signal("LM3");
775	+	//   TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
776	+	//   int idx = signalsamples.FindSample(signal)[0];
777	+	//   (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
778	+	//   signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
779	+	//   signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
780	+	//   signalhisto->SetLineStyle(2);
781	+	datahistoSF->SetMarkerSize(DataMarkerSize);
782	+	datahistoOF->SetLineColor(kRed);
783	+	datahistoOF->SetLineWidth(2);
784	+
785	+	datahistoOF->Scale(1.02); // R(SF/OF)
786	+
787	+	if ( !logscale ) {
788	+	datahistoSF->SetMinimum(0); // Defaults
789	+	} else {
790	+	datahistoSF->SetMinimum(0.5);
791	+	}
792	+	if (ymax<0) {
793	+	if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
794	+	else datahistoSF->SetMaximum(0.8*datahistoSF->GetMaximum());
795	+	} else {
796	+	datahistoSF->SetMaximum(ymax);
797	+	}
798	+
799	+	float ymaxSet = datahistoSF->GetMaximum();
800	+
801	+	datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
802	+	datahistoSF->GetYaxis()->SetTitle("Events");
803	+	datahistoSF->GetXaxis()->CenterTitle();
804	+	datahistoSF->GetYaxis()->CenterTitle();
805	+
806	+	TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.6,false,legendPosition+0.2);
807	+	if(dataormc!=data && dataormc!=mc) mleg->SetHeader("t#bar{t} MC only");
808	+	mleg->AddEntry(datahistoSF, "Same-flavor", "PL");
809	+	if (datahistoOF->Integral()>0) {
810	+	mleg->AddEntry(datahistoOF, "OF based estimate", "L");
811	+	} else {
812	+	mleg->AddEntry((TObject*)0, "", "");
813	+	}
814	+	//mleg->AddEntry(signalhisto, "LM3", "L");
815	+
816	+	datahistoSF->Draw("E1");
817	+
818	+	TH1F *syshisto = (TH1F*)datahistoOF->Clone("syshisto");
819	+	TGraphAsymmErrors *datahistoOFboxes = produce_ratio_graph(datahistoOF);
820	+	for(int i=0;i<datahistoOFboxes->GetN();i++) {
821	+	float ex=datahistoOFboxes->GetErrorX(i);
822	+	float ey=datahistoOFboxes->GetErrorY(i);
823	+	double x,y;
824	+	datahistoOFboxes->GetPoint(i,x,y);
825	+	float pey = sqrt(pow(y*0.07,2)+pow(datahistoOF->GetBinError(i+1),2));
826	+	datahistoOFboxes->SetPointError(ex,ex,pey,pey);
827	+	syshisto->SetBinContent(i+1,0.07);
828	+	syshisto->SetBinError(i+1,0.07);
829	+	if(y<0.01) datahistoOF->SetBinContent(i+1,0);
830	+	}
831	+	mleg->AddEntry(datahistoOFboxes,"Total uncert.","F");
832	+	datahistoOFboxes->SetFillColor(TColor::GetColor("#2E9AFE"));
833	+
834	+	if (datahistoOF->Integral()>0) datahistoOFboxes->Draw("20");
835	+	if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
836	+
837	+	datahistoSF->Draw("E1,same");
838	+
839	+	//signalhisto->Draw("HIST,SAMES");
840	+	mleg->Draw();
841	+	if(dataormc==data) DrawPrelim();
842	+	else DrawMCPrelim();
843	+	if (datahistoOF->Integral()>0) {
844	+	//    Save_With_Ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
845	+	save_with_ratio_and_sys_band(0, datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF",syshisto);
846	+	} else {
847	+	CompleteSave(rcan, "SFOF/" + filename);
848	+	}
849	+
850	+	datahistoSF->Delete();
851	+	datahistoOF->Delete();
852	+	//signalhisto->Delete();
853	+	delete datahistoOFboxes;
854	+	delete syshisto;
855	+	delete mleg;
856	+	delete rcan;
857	+	delete ofsf_can;
858	+	return ymaxSet;
859	+	}
860	+
861	+	void make_one_OFSF_plot_DataMC(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
862	+	string xlabel, string filename, float legendPosition=0.55, int dataormc=data) {
863	+
864	+	TCut ibasiccut=basiccut;
865	+	bool draw_separation_lines=false;
866	+
867	+	if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
868	+
869	+	TCut ThisCut;
870	+
871	+	cout << "Going to use cutnJets " << (const char*) cutnJets << " and ibasiccut " << (const char*) ibasiccut << endl;
872	+	ThisCut = cutnJets&&ibasiccut;
873	+
874	+	TCanvas *ofsf_can = new TCanvas("ofsf_can","ofsf_can");
875	+
876	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
877	+	rcan->SetLogy(logscale);
878	+	rcan->cd();
879	+
880	+	std::cout << "OF/SF comparison: variable = " << variable << ", cut = " << ThisCut.GetTitle() << std::endl;
881	+	TH1F *datahisto    = allsamples.Draw("datahisto",  variable,nbins,min,max, xlabel, "events",ThisCut,data,luminosity);
882	+	TH1F *signalhisto  = allsamples.Draw("signalhisto",variable,nbins,min,max, xlabel, "events",ThisCut,mc,luminosity,allsamples.FindSample("SUSY_ETH_Edge"));
883	+	signalhisto->SetLineColor(TColor::GetColor("#FF8000"));
884	+
885	+	THStack *mchisto   = new THStack(allsamples.DrawStack("mchisto",  variable,nbins,min,max, xlabel, "events",ThisCut,mc,luminosity));
886	+
887	+	datahisto->SetMarkerSize(DataMarkerSize);
888	+
889	+	if ( !logscale ) {
890	+	datahisto->SetMinimum(0); // Defaults
891	+	} else {
892	+	datahisto->SetMinimum(0.5);
893	+	}
894	+	if (ymax<0) {
895	+	if ( logscale ) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
896	+	else datahisto->SetMaximum(0.8*datahisto->GetMaximum());
897	+	} else {
898	+	datahisto->SetMaximum(ymax);
899	+	}
900	+
901	+	float ymaxSet = datahisto->GetMaximum();
902	+
903	+	datahisto->GetXaxis()->SetTitle(xlabel.c_str());
904	+	datahisto->GetYaxis()->SetTitle("Events");
905	+	datahisto->GetXaxis()->CenterTitle();
906	+	datahisto->GetYaxis()->CenterTitle();
907	+
908	+	TH1F *CollapsedStack = CollapseStack(mchisto);
909	+	signalhisto->Scale((1.0/signalhisto->GetBinContent(signalhisto->FindBin(1.0))) * ( datahisto->GetBinContent(datahisto->FindBin(1.0)) - CollapsedStack->GetBinContent(CollapsedStack->FindBin(1.0))));
910	+	mchisto->Add(signalhisto);
911	+	CollapsedStack = CollapseStack(mchisto);
912	+
913	+
914	+	TLegend *mleg = allsamples.allbglegend(legendTitle.c_str(),datahisto, legendPosition,0.6);
915	+	mleg->AddEntry(signalhisto,"Sample signal","f");
916	+	datahisto->Draw("E1");
917	+	mchisto->Draw("HIST,SAMES");
918	+	datahisto->Draw("E1,same");
919	+	//  signalhisto->Draw("histo,same");
920	+	mleg->Draw();
921	+
922	+	DrawPrelim();
923	+
924	+	Save_With_Ratio(datahisto, CollapsedStack, rcan, "SFOF/" + filename+"_dataMC", false, false);
925	+
926	+	THStack *tempstack = new THStack();
927	+	tempstack->Add(datahisto);
928	+
929	+	write_info(__FUNCTION__,"0 btag bin : ");
930	+	WriteYield(tempstack, 0.1, 0.5);
931	+	WriteYield(mchisto, 0.1, 0.5);
932	+	write_info(__FUNCTION__,">=1 btag bin : ");
933	+	WriteYield(tempstack, 1.0, 1000);
934	+	WriteYield(mchisto, 1.0, 1000);
935	+	datahisto->Delete();
936	+	mchisto->Delete();
937	+
938	+	delete signalhisto;
939	+	delete tempstack;
940	+	delete CollapsedStack;
941	+	delete mleg;
942	+	delete rcan;
943	+	delete ofsf_can;
944	+	}
945	+
946	+	// Compare data to data
947	+	float make_data_comparison_plot(string variable, TCut cut, int nbins, float min, float max, float ymax, bool logscale,
948	+	string xlabel, string filename, float legendPosition=0.55) {
949	+
950	+	TCut ibasiccut=basiccut&&cut;
951	+
952	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
953	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
954	+	rcan->SetLogy(logscale);
955	+	rcan->cd();
956	+
957	+	std::cout << "Data comparison: variable = " << variable << ", cut = " << ibasiccut.GetTitle() << std::endl;
958	+
959	+	TH1F *data1 = allsamples.Draw("data1",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
960	+	TH1F *data2 = comparesamples.Draw("data2",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
961	+	data1->Scale(5.0/9.2);
962	+
963	+	data1->SetMarkerSize(DataMarkerSize);
964	+	data2->SetLineColor(kRed);
965	+
966	+	if ( !logscale ) {
967	+	data1->SetMinimum(0); // Defaults
968	+	} else {
969	+	data1->SetMinimum(0.5);
970	+	}
971	+	if (ymax<0) {
972	+	if ( logscale ) data1->SetMaximum(5.3*data1->GetMaximum());
973	+	else data1->SetMaximum(1.5*data1->GetMaximum());
974	+	} else {
975	+	data1->SetMaximum(ymax);
976	+	}
977	+
978	+	float ymaxSet = data1->GetMaximum();
979	+
980	+	data1->GetXaxis()->SetTitle(xlabel.c_str());
981	+	data1->GetYaxis()->SetTitle("Events");
982	+	data1->GetXaxis()->CenterTitle();
983	+	data1->GetYaxis()->CenterTitle();
984	+
985	+	TLegend *mleg = make_legend("",legendPosition,0.7,false,legendPosition+0.2);
986	+	mleg->AddEntry(data1, "2012 data (scaled)", "PL");
987	+	mleg->AddEntry(data2, "2011 data", "L");
988	+
989	+	data1->Draw("E1");
990	+	data2->Draw("HIST,SAMES");
991	+	mleg->Draw();
992	+	DrawPrelim();
993	+	Save_With_Ratio( data1, data2, rcan, "compareData/" + filename, false, false, "new/old" );
994	+
995	+	data1->Delete();
996	+	data2->Delete();
997	+	delete mleg;
998	+	delete rcan;
999	+	delete ckin;
1000	+
1001	+	}
1002	+
1003	+	void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale,
1004	+	string xlabel, string filename, float tymax=-1, float legendPosition=0.55, int dataormc=data) {
1005	+
1006	+	string mllcuts[] = { "mll>20","mll>20&&mll<70", "mll>75&&mll<105", "mll>120" };
1007	+	string mllcutname[] = { "m_{ll} > 20 GeV", "20 < m_{ll} < 70 GeV", "70 < m_{ll} < 110 GeV", "m_{ll} > 120 GeV" };
1008	+	string plotname[] = {"_all","_low","_peak","_high"};
1009	+	float ymax;
1010	+	if(tymax>0) ymax=tymax;
1011	+
1012	+	int start = 0;
1013	+	write_info(__FUNCTION__,"Taking a short cut on line 916 or so");start=1;
1014	+	if ( !PlottingSetup::openBox ) start = 3;
1015	+
1016	+	for ( int i=start; i<2; ++i ) {
1017	+	if(i==2) continue;
1018	+	if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
1019	+	if ( i==start && !(tymax>0) ) {
1020	+	ymax = make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, -1, logscale, xlabel,
1021	+	filename+plotname[i], legendPosition,dataormc );
1022	+
1023	+	} else {
1024	+	make_one_OFSF_plot(variable, mllcuts[i],        mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
1025	+	filename+plotname[i], legendPosition , dataormc);
1026	+	}
1027	+	if(dataormc==data) {
1028	+	make_one_OFSF_plot_DataMC(variable, mllcuts[i]+"&&id1==id2",        mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
1029	+	filename+plotname[i]+"_SF", legendPosition , dataormc);
1030	+	make_one_OFSF_plot_DataMC(variable, mllcuts[i]+"&&id1!=id2",        mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
1031	+	filename+plotname[i]+"_OF", legendPosition , dataormc);
1032	+	}
1033	+	/*    make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
1034	+	filename+plotname[i]+"_mm", legendPosition );
1035	+	make_one_OFSF_plot(variable, "id1==0&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
1036	+	filename+plotname[i]+"_ee", legendPosition );*/
1037	+	}
1038	+
1039	+	}
1040	+
1041	+	TCut ReplaceInCut(TCut cut, string replacethis, string withthis) {
1042	+	string scut=(string)(const char*)cut;
1043	+	string acut=ReplaceAll(scut,replacethis,withthis);
1044	+	return TCut(acut.c_str());
1045	+	}
1046	+
1047	+	void DoMCSystPlot(string datavariable, string mcvariable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
1048	+	TCut cut=addcut&&basiccut;
1049	+
1050	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1051	+	ckin->SetLogy(dolog);
1052	+	cout << "\r Creating " << filename << " : data   (1/6)" << std::flush;
1053	+	TH1F *datahisto = allsamples.Draw("datahisto",datavariable,nbins,min,max, xlabel, "events",cut,data,luminosity);
1054	+	datahisto->SetMarkerSize(DataMarkerSize);
1055	+	if ( !dolog ) datahisto->SetMinimum(0); // Defaults
1056	+	else datahisto->SetMinimum(0.5);
1057	+	if (dolog) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
1058	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
1059	+	cout << "\r Creating " << filename << " : MC central   (2/6)" << std::flush;
1060	+	THStack mcstack   = allsamples.DrawStack("mcstack",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1061	+	TH1F *MCcentral = CollapseStack(mcstack);
1062	+
1063	+	TCut bkpcut = cut;
1064	+	cut = ReplaceInCut(cut,"pfJetGoodNum40","pfJetGoodNum40p1sigma");
1065	+	cout << "\r Creating " << filename << " : MC JES up   (3/6)" << std::flush;
1066	+	TH1F *MCJESup   = allsamples.Draw("MCJESup",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1067	+
1068	+	cut = ReplaceInCut(cut,"pfJetGoodNum40p1sigma","pfJetGoodNum40n1sigma");
1069	+	cout << "\r Creating " << filename << " : MC JES down   (4/6)" << std::flush;
1070	+	TH1F *MCJESdn   = allsamples.Draw("MCJESdn",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1071	+
1072	+	cut=bkpcut;
1073	+	TCut bkpweight = cutWeight;
1074	+	cutWeight= ReplaceInCut(cutWeight,"weight","PUweightUP");
1075	+	cout << "\r Creating " << filename << " : MC PU up   (5/6)" << std::flush;
1076	+	TH1F *MCPUup    = allsamples.Draw("MCPUup",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1077	+
1078	+	cutWeight= ReplaceInCut(cutWeight,"PUweightUP","PUweightDOWN");
1079	+	cout << "\r Creating " << filename << " : MC PU down   (6/6)" << std::flush;
1080	+	TH1F *MCPUdn    = allsamples.Draw("MCPUdn",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1081	+	cutWeight=bkpweight;
1082	+	cout << "\r Creating " << filename << " : Processing systematics ..." << std::flush;
1083	+	TH1F *Systematic = (TH1F*)MCPUdn->Clone("Systematic");
1084	+	for(int i=1;i<=Systematic->GetNbinsX();i++) {
1085	+	float jesdn = abs(MCcentral->GetBinContent(i)-MCJESdn->GetBinContent(i));
1086	+	float jesup = abs(MCcentral->GetBinContent(i)-MCJESup->GetBinContent(i));
1087	+	float jes   = jesdn>jesup?jesdn:jesup;
1088	+
1089	+	float PUup = abs(MCcentral->GetBinContent(i)-MCPUup->GetBinContent(i));
1090	+	float PUdn = abs(MCcentral->GetBinContent(i)-MCPUdn->GetBinContent(i));
1091	+	float pu   = PUdn>PUup?PUdn:PUup;
1092	+
1093	+	float sys=sqrt(jes*jes+pu*pu);
1094	+	sys/=MCcentral->GetBinContent(i);
1095	+	if(MCcentral->GetBinContent(i)==0) sys=0;
1096	+	Systematic->SetBinContent(i,sys);
1097	+	}
1098	+
1099	+	datahisto->Draw("e1");
1100	+	ckin->Update();
1101	+	mcstack.Draw("histo,same");
1102	+
1103	+	datahisto->Draw("same,e1");
1104	+	TLegend *kinleg = allsamples.allbglegend();
1105	+	kinleg->Draw();
1106	+
1107	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1108	+	kinpad->SetLogy(dolog);
1109	+	kinpad->cd();
1110	+	datahisto->Draw("e1");
1111	+	mcstack.Draw("histo,same");
1112	+	datahisto->Draw("same,e1");
1113	+	datahisto->Draw("same,axis");
1114	+
1115	+	kinleg->Draw("same");
1116	+	DrawPrelim();
1117	+	string saveas="kin/"+filename;
1118	+
1119	+	cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
1120	+	save_with_ratio_and_sys_band(0.0, datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc",Systematic );
1121	+
1122	+	ckin->cd();
1123	+	MCcentral->SetFillColor(kWhite);
1124	+	MCcentral->SetLineColor(kBlack);
1125	+	MCcentral->SetLineWidth(2);
1126	+	MCPUdn->SetLineColor(kRed);
1127	+	MCPUup->SetLineColor(kYellow);
1128	+	MCJESdn->SetLineColor(kBlue);
1129	+	MCJESup->SetLineColor(kGreen);
1130	+
1131	+	TLegend *legsmall = new TLegend(0.0,0.85,1.0,1.00);
1132	+	legsmall->SetNColumns(5);
1133	+	legsmall->AddEntry(MCcentral,"central","L");
1134	+	legsmall->AddEntry(MCPUdn,"PU down","L");
1135	+	legsmall->AddEntry(MCPUup,"PU up","L");
1136	+	legsmall->AddEntry(MCJESdn,"JES down","L");
1137	+	legsmall->AddEntry(MCJESup,"JES up","L");
1138	+	legsmall->SetFillColor(kWhite);
1139	+	legsmall->SetBorderSize(0);
1140	+
1141	+	datahisto->Draw("e1");
1142	+	MCcentral->Draw("histo,same");
1143	+	MCPUdn->Draw("histo,same");
1144	+	MCPUup->Draw("histo,same");
1145	+	MCJESdn->Draw("histo,same");
1146	+	MCJESup->Draw("histo,same");
1147	+	datahisto->Draw("e1,same");
1148	+	legsmall->Draw();
1149	+	CompleteSave(ckin,saveas+"___AllLines");
1150	+
1151	+	delete datahisto;
1152	+	delete MCcentral;
1153	+	delete MCPUdn;
1154	+	delete MCPUup;
1155	+	delete MCJESdn;
1156	+	delete MCJESup;
1157	+	delete ckin;
1158	+	}
1159	+
1160	+	void DoMCSystPlot(string variable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
1161	+	DoMCSystPlot(variable, variable, nbins, min, max, addcut, dolog, xlabel, filename);
1162	+	}
1163	+
1164		float lastrange_min=0;
1165		float lastrange_max=0;
1166
#	Line 160 | Line 1169 | void make_kin_plot(string variable, stri
1169		//  TCut basiccut("(pfJetGoodNum>=2&&pfJetGoodID[0])&&(pfJetGoodNum>=2&&pfJetGoodID[1])&&(passed_triggers||!is_data)");
1170		TCut ibasiccut=basiccut;
1171		bool draw_separation_lines=false;
1172	+	bool drawsignal = false;
1173
1174		if(isPF) ibasiccut=basiccut&&"pfjzb[0]>-998";
1175
#	Line 181 | Line 1191 | void make_kin_plot(string variable, stri
1191		//Step 2: Refine the cut
1192		TCut cut;
1193		cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
1194	<	if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
1194	>	if(filename=="nJets" || filename=="nJets_inclusive" || filename=="nJets_met100" || filename=="nJets_inclusive_met100") cut=cutmass&&cutOSSF&&ibasiccut;
1195	>	if(filename=="nJets_osof" || filename=="nJets_osof_inclusive" || filename=="nJets_osof_met100" || filename=="nJets_osof_inclusive_met100") cut=cutmass&&cutOSOF&&ibasiccut;
1196		if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
1197	<	if(filename=="mll") {
1197	>	if(filename=="mll"||filename=="mll_met100") {
1198		cut=cutOSSF&&cutnJets&&ibasiccut;
1199		draw_separation_lines=true;
1200		}
1201	<	if(filename=="mll_ee") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
1202	<	if(filename=="mll_osof") {
1201	>	if(filename=="mll_ee"||filename=="mll_ee_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
1202	>	if(filename=="mll_mm"||filename=="mll_mm_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
1203	>	if(filename=="mll_osof"||filename=="mll_osof_met100") {
1204		cut=cutOSOF&&cutnJets&&ibasiccut;
1205		draw_separation_lines=true;
1206		}
1207	<	if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
1208	<	if(filename=="mll_aboveJZB100") cut=cutOSSF&&cutnJets&&ibasiccut;
1207	>	if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
1208	>	if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
1209	>	if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
1210	>	if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
1211		if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutOSSF;
1212		if(filename=="mll_inclusive_osof") cut=cutOSOF;
1213		if(filename=="mll_inclusive_ee") cut=cutOSSF&&"id1==0";
1214		if(filename=="mll_inclusive_mm") cut=cutOSSF&&"id1==1";
1215		if(filename=="pfJetGoodEta_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
1216		if(filename=="pfJetGoodPt_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
1217	+	if(filename=="numVtx") cut=cutmass&&ibasiccut;
1218
1219		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1220		ckin->SetLogy(logscale);
1221		TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
1222		datahisto->SetMarkerSize(DataMarkerSize);
1223	<	THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
1223	>	if ( !logscale ) datahisto->SetMinimum(0); // Defaults
1224	>	else datahisto->SetMinimum(0.5);
1225	>	// Custom max.
1226	>	if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
1227		if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
1228		if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
1229	<	if(filename=="mll_inclusive") datahisto->SetMinimum(1);
1229	>	if(filename=="mll_inclusive"||filename=="mll_inclusive_mm"||filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
1230		if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
1231		if(filename=="mll_osof") datahisto->SetMinimum(9);
1232	+	if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
1233	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
1234
1235	<	datahisto->SetMaximum(5.3*datahisto->GetMaximum());
216	<	datahisto->Draw("e1");
217	<	ckin->Update();
1235	>	cout << "******** Cut used : " << (const char*) cut << " for plot " << filename << endl;
1236		if(loadlastminmax) {
1237		datahisto->SetMinimum(lastrange_min);
1238		datahisto->SetMaximum(lastrange_max);
#	Line 224 | Line 1242 | void make_kin_plot(string variable, stri
1242		}
1243		}
1244
1245	<	mcstack.Draw("same");
1245	>	// Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
1246	>	string signal("LM3");
1247	>	TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
1248	>	int idx = signalsamples.FindSample(signal)[0];
1249	>	if(drawsignal) (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
1250	>	if(drawsignal) signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
1251	>	if(drawsignal) signalhisto->SetLineColor(kOrange);
1252	>
1253	>	THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1254	>	datahisto->Draw("e1");
1255	>	ckin->Update();
1256	>	mcstack.Draw("histo,same");
1257	>
1258		datahisto->Draw("same,e1");
1259		TLegend *kinleg = allsamples.allbglegend();
1260		kinleg->Draw();
#	Line 266 | Line 1296 | void make_kin_plot(string variable, stri
1296		kinpad->cd();
1297		kinpad->SetLogy(logscale);
1298		datahisto->Draw("e1");
1299	<	mcstack.Draw("same");
1299	>	mcstack.Draw("histo,same");
1300	>	if(drawsignal) signalhisto->Draw("same");
1301		datahisto->Draw("same,e1");
1302		datahisto->Draw("same,axis");
1303		if(RestrictToMassPeak&&draw_separation_lines) {
#	Line 274 | Line 1305 | void make_kin_plot(string variable, stri
1305		upperboundary->Draw("same");
1306		}
1307
1308	+	if(drawsignal) kinleg->AddEntry("signalhisto",signal.c_str(),"l");
1309		kinleg->Draw();
1310		write_cut->Draw();
1311		DrawPrelim();
1312		string saveas="kin/"+filename;
1313		if(isPF) saveas="kin/"+filename+"__PF";
1314	<	save_with_ratio(datahisto,mcstack,kinpad->cd(),saveas);
1314	>	Save_With_Ratio(datahisto,mcstack,kinpad->cd(),saveas);
1315		//      if(isPF) CompleteSave(with_ratio,"kin/"+filename+"__PF_withratio");
1316		//      else CompleteSave(with_ratio,"kin/"+filename+"_withratio");
1317		//      delete with_ratio;
#	Line 288 | Line 1320 | void make_kin_plot(string variable, stri
1320		else CompleteSave(ckin,"kin/"+filename);
1321		}
1322		datahisto->Delete();
1323	+	delete signalhisto;
1324		delete ckin;
1325		}
1326
1327
1328	<	void make_JES_plot() {
1328	>	void make_plain_kin_plot(string variable, string addcut, int nbins, float min, float max, bool logscale,
1329	>	string xlabel, string filename, bool isPF=true, bool plotratio=true, bool loadlastminmax=false ) {
1330	>	TCut cut=TCut(addcut.c_str())&&basiccut;
1331	>
1332	>	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1333	>	ckin->SetLogy(logscale);
1334	>	TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
1335	>	datahisto->SetMarkerSize(DataMarkerSize);
1336	>	if ( !logscale ) datahisto->SetMinimum(0); // Defaults
1337	>	else datahisto->SetMinimum(0.5);
1338	>	// Custom max.
1339	>	if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
1340	>	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
1341	>
1342	>	cout << "******** Cut used : " << (const char*) cut << " for plot " << filename << endl;
1343	>	if(loadlastminmax) {
1344	>	datahisto->SetMinimum(lastrange_min);
1345	>	datahisto->SetMaximum(lastrange_max);
1346	>	if(logscale) {
1347	>	datahisto->SetMinimum(pow(10,lastrange_min));
1348	>	datahisto->SetMaximum(pow(10,lastrange_max));
1349	>	}
1350	>	}
1351	>
1352	>	THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1353	>	datahisto->Draw("e1");
1354	>	ckin->Update();
1355	>	mcstack.Draw("histo,same");
1356	>
1357	>	datahisto->Draw("same,e1");
1358	>	TLegend *kinleg = allsamples.allbglegend();
1359	>	kinleg->Draw();
1360	>
1361	>	lastrange_min=ckin->GetUymin();
1362	>	lastrange_max=ckin->GetUymax();
1363	>
1364	>	if ( plotratio ) {
1365	>	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1366	>	kinpad->cd();
1367	>	kinpad->SetLogy(logscale);
1368	>	datahisto->Draw("e1");
1369	>	mcstack.Draw("histo,same");
1370	>	datahisto->Draw("same,e1");
1371	>	datahisto->Draw("same,axis");
1372	>
1373	>	kinleg->Draw();
1374	>	DrawPrelim();
1375	>	string saveas="kin/"+filename;
1376	>	if(isPF) saveas="kin/"+filename+"__PF";
1377	>	Save_With_Ratio(datahisto,mcstack,kinpad->cd(),saveas);
1378	>	} else {
1379	>	if(isPF) CompleteSave(ckin,"kin/"+filename+"__PF");
1380	>	else CompleteSave(ckin,"kin/"+filename);
1381	>	}
1382	>	datahisto->Delete();
1383	>	delete ckin;
1384	>	}
1385	>
1386	>
1387	>	void make_JES_plot(TCut cut, string name) {
1388
1389		int nbins=10;
1390		float min=-0.5;
1391		float max = 9.5;
1392		bool logscale=true;
1393		string xlabel="nJets";
302	–	TCut cut=cutmass&&cutOSSF&&basiccut;
1394
1395		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1396		ckin->SetLogy(logscale);
1397	<	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
1397	>	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
1398		datahisto->SetMarkerSize(DataMarkerSize);
1399	<	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
1400	<	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
1401	<	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
1399	>	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
1400	>	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
1401	>	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
1402
1403		datahisto->SetMinimum(1);
1404		datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
#	Line 326 | Line 1417 | void make_JES_plot() {
1417		JESunc->SetFillColor(TColor::GetColor("#00ADE1"));
1418		JESunc->SetFillStyle(3002);
1419		datahisto->Draw("e1");
1420	<	mcstack.Draw("same");
1420	>	mcstack.Draw("histo,same");
1421		JESunc->Draw("2");
1422		datahisto->Draw("same,e1");
1423		TLegend *kinleg = allsamples.allbglegend();
1424		kinleg->AddEntry(JESunc,"JES uncertainty","f");
1425		kinleg->Draw();
1426	<	CompleteSave(ckin,"Systematics/JES");
1426	>	CompleteSave(ckin,"Systematics/JES"+name);
1427		datahisto->Delete();
1428		delete ckin;
1429	+	delete JESunc;
1430	+	delete JESup;
1431	+	delete JESdn;
1432	+	CleanLegends();
1433	+	}
1434	+
1435	+	string Cut2Str(TCut cut) {
1436	+	return ((string)(const char*)cut);
1437	+	}
1438	+
1439	+	void MakeElegantTwoThreeComparisons() {
1440	+
1441	+	TCut signal("met[4]>100&&met[4]<150&&mll>20"&&PlottingSetup::basicqualitycut);
1442	+	TCut TwoJets("pfJetGoodNum40==2");
1443	+	TCut ThreeJets("pfJetGoodNum40>=3");
1444	+
1445	+	float min=20;
1446	+	float max=300;
1447	+	int nbins=int((max-min)/5.0);
1448	+	string xlabel="m_{ll} [GeV]";
1449	+
1450	+	TCanvas *can2 = new TCanvas("can2","can2");
1451	+	TH1F *TwoOF = allsamples.Draw("TwoOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("/TT_"));
1452	+	TH1F *TwoSF = allsamples.Draw("TwoSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("/TT_"));
1453	+	TH1F *ThreeOF = allsamples.Draw("ThreeOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("/TT_"));
1454	+	TH1F *ThreeSF = allsamples.Draw("ThreeSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("/TT_"));
1455	+
1456	+	can2->cd(1);
1457	+
1458	+	TwoSF->SetFillColor(kWhite);
1459	+	TwoOF->SetFillColor(kWhite);
1460	+	ThreeSF->SetFillColor(kWhite);
1461	+	ThreeOF->SetFillColor(kWhite);
1462	+
1463	+	TPad *kin3 = new TPad("kin3","kin3",0,0,1,1);
1464	+	kin3->cd();
1465	+	TwoOF->Draw("histo");
1466	+	TwoSF->Draw("e1,same");
1467	+	TLegend *leg_SFOF_Two = make_legend();
1468	+	leg_SFOF_Two->SetHeader("t#bar{t} MC:");
1469	+	leg_SFOF_Two->AddEntry(TwoOF,"OF, nJets==2","l");
1470	+	leg_SFOF_Two->AddEntry(TwoSF,"SF, nJets==2","lp");
1471	+	leg_SFOF_Two->Draw();
1472	+	Save_With_Ratio(TwoSF,TwoOF,kin3->cd(),"DoubleRatios/SFOF_Two");
1473	+
1474	+	TPad *kin4 = new TPad("kin4","kin4",0,0,1,1);
1475	+	kin4->cd();
1476	+	ThreeOF->Draw("histo");
1477	+	ThreeSF->Draw("e1,same");
1478	+	TLegend *leg_SFOF_Three = make_legend();
1479	+	leg_SFOF_Three->SetHeader("t#bar{t} MC:");
1480	+	leg_SFOF_Three->AddEntry(TwoOF,"OF, nJet#geq3","l");
1481	+	leg_SFOF_Three->AddEntry(TwoSF,"SF, nJets#geq3","lp");
1482	+	leg_SFOF_Three->Draw();
1483	+	Save_With_Ratio(ThreeSF,ThreeOF,kin4->cd(),"DoubleRatios/SFOF_Three");
1484	+
1485	+
1486	+	TwoSF->Scale(ThreeSF->Integral()/TwoSF->Integral());
1487	+	TPad *kin = new TPad("kin","kin",0,0,1,1);
1488	+	kin->cd();
1489	+	TwoSF->Draw("histo");
1490	+	ThreeSF->Draw("e1,same");
1491	+	TLegend *leg_SF_Two_Three = make_legend();
1492	+	leg_SF_Two_Three->SetHeader("t#bar{t} MC:");
1493	+	leg_SF_Two_Three->AddEntry(TwoSF,"#splitline{SF, nJets==2}{ (scaled)}","l");
1494	+	leg_SF_Two_Three->AddEntry(ThreeSF,"SF, nJets#geq3","lp");
1495	+	leg_SF_Two_Three->Draw();
1496	+	Save_With_Ratio(TwoSF,ThreeSF,kin->cd(),"DoubleRatios/SF_Two_Three");
1497	+
1498	+	TwoOF->Scale(ThreeOF->Integral()/TwoOF->Integral());
1499	+	TPad *kin2 = new TPad("kin2","kin2",0,0,1,1);
1500	+	kin2->cd();
1501	+	TwoOF->Draw("histo");
1502	+	ThreeOF->Draw("e1,same");
1503	+	TLegend *leg_OF_Two_Three = make_legend();
1504	+	leg_OF_Two_Three->SetHeader("t#bar{t} MC:");
1505	+	leg_OF_Two_Three->AddEntry(TwoSF,"#splitline{OF, nJets==2}{ (scaled)}","l");
1506	+	leg_OF_Two_Three->AddEntry(ThreeSF,"OF, nJets#geq3","lp");
1507	+	leg_OF_Two_Three->Draw();
1508	+	Save_With_Ratio(TwoOF,ThreeOF,kin2->cd(),"DoubleRatios/OF_Two_Three");
1509	+
1510	+	}
1511	+
1512	+	void PresentRange(TH1F *Down, TH1F *Up, TH1F *central, TVirtualPad *pad, string title) {
1513	+	pad->cd();
1514	+	TGraphErrors *gr = new TGraphErrors(Down->GetNbinsX());
1515	+	for(int i=1;i<=Down->GetNbinsX();i++) {
1516	+	float average=0.5*(Down->GetBinContent(i)+Up->GetBinContent(i));
1517	+	float error=abs(Down->GetBinContent(i)-average);
1518	+	gr->SetPoint(i-1,Down->GetBinCenter(i),average);
1519	+	gr->SetPointError(i-1,Down->GetBinWidth(i)/2.0,error);
1520	+	}
1521	+	gr->SetFillColor(TColor::GetColor("#F79F81"));
1522	+	gr->GetYaxis()->SetRangeUser(0,2);
1523	+	gr->GetXaxis()->SetTitle(central->GetXaxis()->GetTitle());
1524	+	gr->GetYaxis()->SetTitle(central->GetYaxis()->GetTitle());
1525	+	gr->GetXaxis()->CenterTitle();
1526	+	gr->GetYaxis()->CenterTitle();
1527	+
1528	+	gr->Draw("A2");
1529	+	central->Draw("e1,same");
1530	+	DrawMCPrelim();
1531	+	TText *rtitle = write_text(0.8,0.8,title);
1532	+	TLine *line = new TLine(Down->GetBinLowEdge(1),1.0,Down->GetBinLowEdge(Down->GetNbinsX())+Down->GetBinWidth(Down->GetNbinsX()),1.0);
1533	+	line->SetLineColor(kBlue);
1534	+	line->SetLineStyle(2);
1535	+	line->Draw("same");
1536	+	rtitle->Draw("same");
1537	+	}
1538	+
1539	+	TH1F* ProduceTTbarRatio(TH1F *datahisto, TH1F *fullmc, TH1F *originalttbar, TH1F *httbar) {
1540	+	TH1F *basehisto = (TH1F*)fullmc->Clone("basehisto");
1541	+	basehisto->Add(originalttbar,-1);
1542	+	basehisto->Add(httbar);
1543	+
1544	+	string sname=httbar->GetName();
1545	+	sname="R"+sname.substr(1,sname.length());
1546	+	TH1F *ratio = (TH1F*)datahisto->Clone(sname.c_str());
1547	+	ratio->Divide(basehisto);
1548	+	delete basehisto;
1549	+	return ratio;
1550	+	}
1551	+
1552	+	void make_ttbar_comparison(string datavariable, string mcvariable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
1553	+
1554	+	TCut cut=addcut&&basiccut;
1555	+
1556	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1557	+	ckin->SetLogy(dolog);
1558	+	cout << "\r Creating " << filename << " : data   (1/7)" << std::flush;
1559	+	TH1F *datahisto = allsamples.Draw("datahisto",datavariable,nbins,min,max, xlabel, "events",cut,data,luminosity);
1560	+	datahisto->SetMarkerSize(DataMarkerSize);
1561	+	if ( !dolog ) datahisto->SetMinimum(0); // Defaults
1562	+	else datahisto->SetMinimum(0.5);
1563	+	if (dolog) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
1564	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
1565	+	cout << "\r Creating " << filename << " : MC central  (stack) (2/7)" << std::flush;
1566	+	THStack mcstack   = allsamples.DrawStack("mcstack",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1567	+	TH1F *MCcentral = CollapseStack(mcstack);
1568	+
1569	+	cout << "\r Creating " << filename << " : MC central (histo)   (3/7)" << std::flush;
1570	+	TH1F *TCentral        = allsamples.Draw ("TCentral",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,allsamples.FindSample("/TT_"));
1571	+	TH1F *RCentral        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TCentral);
1572	+
1573	+	cout << "\r Creating " << filename << " : MC Matching up   (4/7)" << std::flush;
1574	+	TH1F *TMatchingUp     = systsamples.Draw("TMatchingUp",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingup"));
1575	+	TH1F *RMatchingUp     = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingUp);
1576	+
1577	+	cout << "\r Creating " << filename << " : MC Matching down   (5/7)" << std::flush;
1578	+	TH1F *TMatchingDown   = systsamples.Draw("TMatchingDown",mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingdown"));
1579	+	TH1F *RMatchingDown   = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingDown);
1580	+
1581	+	cout << "\r Creating " << filename << " : MC Scale up   (6/7)" << std::flush;
1582	+	TH1F *TScaleUp        = systsamples.Draw("TScaleUp",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaleup"));
1583	+	TH1F *RScaleUp        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleUp);
1584	+
1585	+	cout << "\r Creating " << filename << " : MC Scale down   (7/7)" << std::flush;
1586	+	TH1F *TScaleDown      = systsamples.Draw("TScaleDown",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaledown"));
1587	+	TH1F *RScaleDown      = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleDown);
1588	+
1589	+	datahisto->Draw("e1");
1590	+	ckin->Update();
1591	+	mcstack.Draw("histo,same");
1592	+
1593	+	datahisto->Draw("same,e1");
1594	+	TLegend *kinleg = allsamples.allbglegend();
1595	+	kinleg->Draw();
1596	+
1597	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1598	+	kinpad->SetLogy(dolog);
1599	+	kinpad->cd();
1600	+	datahisto->Draw("e1");
1601	+	mcstack.Draw("histo,same");
1602	+	datahisto->Draw("same,e1");
1603	+	datahisto->Draw("same,axis");
1604	+
1605	+	kinleg->Draw("same");
1606	+	DrawPrelim();
1607	+	string saveas="kin/"+filename;
1608	+
1609	+	cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
1610	+	Save_With_Ratio( datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc");
1611	+	delete kinpad;
1612	+
1613	+	ckin->cd();
1614	+	TCentral->SetLineColor(kBlack);
1615	+
1616	+	TMatchingUp->SetLineColor(TColor::GetColor("#2c17b1"));//blue
1617	+	TMatchingUp->SetLineStyle(2);//dashed
1618	+	TMatchingDown->SetLineColor(TColor::GetColor("#2c17b1"));
1619	+	TMatchingDown->SetLineStyle(3);//dotted
1620	+
1621	+	TScaleUp->SetLineColor(TColor::GetColor("#FF8500"));//orange
1622	+	TScaleUp->SetLineStyle(2);//dashed
1623	+	TScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
1624	+	TScaleDown->SetLineStyle(3);//dotted
1625	+
1626	+	MCcentral->SetLineStyle(3);
1627	+	MCcentral->SetLineColor(kRed);
1628	+
1629	+	TCentral->Draw("e1,same");
1630	+	TCentral->Draw("histo,same");
1631	+	TMatchingUp->Draw("histo,same");
1632	+	TMatchingDown->Draw("histo,same");
1633	+	TScaleUp->Draw("histo,same");
1634	+	TScaleDown->Draw("histo,same");
1635	+
1636	+	TLegend *sleg = make_legend();
1637	+	sleg->AddEntry(TCentral,"Central","L");
1638	+	sleg->AddEntry(TMatchingUp,"matching up","L");
1639	+	sleg->AddEntry(TMatchingDown,"matching down","L");
1640	+	sleg->AddEntry(TScaleUp,"scale up","L");
1641	+	sleg->AddEntry(TScaleDown,"scale down","L");
1642	+	sleg->Draw();
1643	+
1644	+	CompleteSave(ckin,saveas+"___AllLines");
1645	+	ckin->cd();
1646	+	ckin->SetLogy(0);
1647	+
1648	+	RCentral->SetLineColor(kBlack);
1649	+
1650	+	RMatchingUp->SetLineColor(TColor::GetColor("#2c17b1"));//blue
1651	+	RMatchingUp->SetLineStyle(2);//dashed
1652	+	RMatchingDown->SetLineColor(TColor::GetColor("#2c17b1"));
1653	+	RMatchingDown->SetLineStyle(3);//dotted
1654	+
1655	+	RScaleUp->SetLineColor(TColor::GetColor("#FF8500"));//orange
1656	+	RScaleUp->SetLineStyle(2);//dashed
1657	+	RScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
1658	+	RScaleDown->SetLineStyle(3);//dotted
1659	+
1660	+	RCentral->GetYaxis()->SetRangeUser(0,2);
1661	+	RCentral->Draw("e1");
1662	+	RMatchingUp->Draw("histo,same");
1663	+	RMatchingDown->Draw("histo,same");
1664	+	RScaleUp->Draw("histo,same");
1665	+	RScaleDown->Draw("histo,same");
1666	+
1667	+	CompleteSave(ckin,saveas+"___AllRatios");
1668	+
1669	+	TCanvas *multicanvas = new TCanvas("multicanvas","multicanvas",1400,700);
1670	+	multicanvas->Divide(2,1);
1671	+	PresentRange(RMatchingUp,RMatchingDown,RCentral,multicanvas->cd(1),"Matching");
1672	+	PresentRange(RScaleUp,RScaleDown,RCentral,multicanvas->cd(2),"Scale");
1673	+	CompleteSave(multicanvas,saveas+"___RangeIllustration");
1674	+
1675	+
1676	+	delete datahisto;
1677	+	delete   TCentral;
1678	+	delete   TMatchingUp;
1679	+	delete   TMatchingDown;
1680	+	delete   TScaleUp;
1681	+	delete   TScaleDown;
1682	+	//   delete   Ttmass166;
1683	+	//   delete   Ttmass169;
1684	+	//   delete   Ttmass175;
1685	+	//   delete   Ttmass178;
1686	+
1687	+	delete ckin;
1688	+
1689	+	}
1690	+
1691	+	void make_ttbar_comparison(string variable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
1692	+	make_ttbar_comparison(variable, variable, nbins, min, max, addcut, dolog, xlabel, filename);
1693	+	}
1694	+
1695	+	void ProduceJanPlots() {
1696	+	TCanvas *c1 = new TCanvas("c1","c1");
1697	+	TH1F *metSF = allsamples.Draw("metSF","met[4]",30,100,400, "E_{T}^{miss} [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
1698	+	TH1F *metOF = allsamples.Draw("metOF","met[4]",30,100,400, "E_{T}^{miss} [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
1699	+
1700	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
1701	+	rcan->cd();
1702	+
1703	+	metOF->SetLineColor(kRed);
1704	+	metSF->Draw("e1");
1705	+	metOF->Draw("histo,same");
1706	+	metSF->Draw("e1,same");
1707	+
1708	+	TLegend *leg = make_legend();
1709	+
1710	+	leg->AddEntry(metSF,"Data SF","p");
1711	+	leg->AddEntry(metOF,"Data OF","l");
1712	+	leg->Draw();
1713	+
1714	+	DrawPrelim();
1715	+
1716	+	Save_With_Ratio(metSF,metOF,rcan,"JanPlots/ETHConfig",false,false,"SF/OF");
1717	+
1718	+	delete rcan;
1719	+	delete metSF;
1720	+	delete metOF;
1721	+	delete c1;
1722	+	}
1723	+
1724	+	THStack MakeOneSystematicsPlot(TCut cut, string saveas, string variation, TH1F *hdata, string variable, int nbins, float bmin, float bmax, string label, TH1F* &thisto) {
1725	+	THStack SystPlot = allsamples.DrawStack(variation,variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity);
1726	+
1727	+	//now need to process the plot (calculate the variation and set the member of thstack accordingly!)
1728	+	if(variation!="Central") {
1729	+	TH1F *varttbar;
1730	+	if(variation=="MatchingUp") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_matchingup_TuneZ2s"));
1731	+	if(variation=="MatchingDown") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_matchingdown"));
1732	+	if(variation=="ScaleUp") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_scaleup"));
1733	+	if(variation=="ScaleDown") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_scaledown"));
1734	+	assert(varttbar);
1735	+
1736	+	TIter nextHisto(SystPlot.GetHists());
1737	+	TH1F* h;
1738	+	while ( h = (TH1F*)nextHisto() ) {
1739	+	if(Contains(h->GetName(),"t_bar_t")) {
1740	+	varttbar->Scale(h->Integral()/varttbar->Integral());
1741	+	for(int i=0;i<=h->GetNbinsX()+1;i++) {//note that we deliberatly consider the under/overflow bin as well!
1742	+	h->SetBinContent(i,varttbar->GetBinContent(i));
1743	+	h->SetBinError(i,varttbar->GetBinError(i));
1744	+	}
1745	+	thisto=(TH1F*)varttbar->Clone(variation.c_str());
1746	+	SystPlot.Modified();
1747	+	}
1748	+	}
1749	+	delete varttbar;
1750	+	} else {
1751	+	TIter nextHisto(SystPlot.GetHists());
1752	+	TH1F* h;
1753	+	while ( h = (TH1F*)nextHisto() ) {
1754	+	if(Contains(h->GetName(),"t_bar_t")) thisto=(TH1F*)h->Clone(variation.c_str());
1755	+	}
1756	+	}
1757	+
1758	+	TLegend *fullleg = allsamples.allbglegend();
1759	+	fullleg->SetHeader(variation.c_str());
1760	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1761	+	kinpad->SetLogy(1);
1762	+	kinpad->cd();
1763	+
1764	+	hdata->Draw("e1");
1765	+	SystPlot.Draw("histo,same");
1766	+	hdata->Draw("e1,same");
1767	+	fullleg->Draw();
1768	+	DrawPrelim();
1769	+
1770	+	Save_With_Ratio(hdata,SystPlot,kinpad,saveas+"_"+variation);
1771	+	CleanLegends();
1772	+
1773	+	delete kinpad;
1774	+	return SystPlot;
1775	+	}
1776	+
1777	+
1778	+
1779	+	void ProduceMCSystematicPlot(string variable, int nbins, float bmin, float bmax, string label, TCut thiscut, string saveas) {
1780	+	TCanvas *ca = new TCanvas("ca","ca");
1781	+	TH1F *hdata = allsamples.Draw("hdata",variable,nbins,bmin,bmax,label,"events",thiscut,data,luminosity);
1782	+
1783	+	TH1F *tScaleUp,*tScaleDown,*tMatchingUp,*tMatchingDown,*tCentral;
1784	+
1785	+	THStack ScaleUp      = MakeOneSystematicsPlot(thiscut,saveas,"ScaleUp",hdata,variable, nbins, bmin, bmax, label,tScaleUp);
1786	+	THStack ScaleDown    = MakeOneSystematicsPlot(thiscut,saveas,"ScaleDown",hdata,variable, nbins, bmin, bmax, label,tScaleDown);
1787	+	THStack MatchingUp   = MakeOneSystematicsPlot(thiscut,saveas,"MatchingUp",hdata,variable, nbins, bmin, bmax, label,tMatchingUp);
1788	+	THStack MatchingDown = MakeOneSystematicsPlot(thiscut,saveas,"MatchingDown",hdata,variable, nbins, bmin, bmax, label,tMatchingDown);
1789	+
1790	+	TH1F *HScaleUp = CollapseStack(ScaleUp);
1791	+	TH1F *HScaleDown = CollapseStack(ScaleDown);
1792	+	TH1F *HMatchingUp = CollapseStack(MatchingUp);
1793	+	TH1F *HMatchingDown = CollapseStack(MatchingDown);
1794	+
1795	+	THStack Central = MakeOneSystematicsPlot(thiscut,saveas,"Central",hdata,variable, nbins, bmin, bmax, label,tCentral);
1796	+	TH1F *HCentral = CollapseStack(Central);
1797	+
1798	+	TH1F *Systematic = (TH1F*)hdata->Clone("Systematic");
1799	+	for(int i=1;i<=Systematic->GetNbinsX();i++) {
1800	+	float matchingup   = abs(HMatchingUp->GetBinContent(i)-HCentral->GetBinContent(i));
1801	+	float matchingdown = abs(HMatchingDown->GetBinContent(i)-HCentral->GetBinContent(i));
1802	+	float scaleup   = abs(HScaleUp->GetBinContent(i)-HCentral->GetBinContent(i));
1803	+	float scaledown = abs(HScaleDown->GetBinContent(i)-HCentral->GetBinContent(i));
1804	+
1805	+	float matching = matchingup>matchingdown?matchingup:matchingdown;
1806	+	float scale    = scaleup>scaledown?scaleup:scaledown;
1807	+
1808	+	float sys=sqrt(matching*matching+scale*scale);
1809	+	sys/=HCentral->GetBinContent(i);
1810	+	if(HCentral->GetBinContent(i)==0) sys=0;
1811	+	Systematic->SetBinContent(i,sys);
1812	+	}
1813	+
1814	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1815	+	kinpad->SetLogy(1);
1816	+	kinpad->cd();
1817	+	if(variable=="genMET") {
1818	+	Central.Draw("histo");
1819	+	} else {
1820	+	hdata->Draw("e1");
1821	+	Central.Draw("histo,same");
1822	+	hdata->Draw("e1,same");
1823	+	}
1824	+
1825	+	DrawPrelim();
1826	+
1827	+	save_with_ratio_and_sys_band( 0.0, hdata, HCentral, kinpad->cd(), saveas, false, false, "data/mc",Systematic );
1828	+
1829	+	kinpad->cd();
1830	+	tCentral->SetFillColor(kWhite);
1831	+	tCentral->SetLineColor(kBlack);
1832	+	tScaleUp->SetLineColor(kRed);
1833	+	tScaleDown->SetLineColor(kRed);
1834	+	tMatchingUp->SetLineColor(kBlue);
1835	+	tMatchingDown->SetLineColor(kBlue);
1836	+	tScaleUp->SetLineStyle(2);
1837	+	tScaleDown->SetLineStyle(3);
1838	+	tMatchingUp->SetLineStyle(2);
1839	+	tMatchingDown->SetLineStyle(3);
1840	+
1841	+	TLegend *leg2 = make_legend();
1842	+	leg2->AddEntry(hdata,"Data","p");
1843	+	leg2->AddEntry(tCentral,"Central (ttbar)","l");
1844	+	leg2->AddEntry(tScaleUp,"ScaleUp (ttbar)","l");
1845	+	leg2->AddEntry(tScaleDown,"ScaleDown (ttbar)","l");
1846	+	leg2->AddEntry(tMatchingUp,"MatchingUp (ttbar)","l");
1847	+	leg2->AddEntry(tMatchingDown,"MatchingDown (ttbar)","l");
1848	+	if(variable=="genMET") {
1849	+	Central.Draw("histo");
1850	+	}else {
1851	+	hdata->Draw("e1");
1852	+	Central.Draw("histo,same");
1853	+	hdata->Draw("e1,same");
1854	+	}
1855	+	tCentral->Draw("histo,same");
1856	+	tScaleUp->Draw("histo,same");
1857	+	tScaleDown->Draw("histo,same");
1858	+	tMatchingUp->Draw("histo,same");
1859	+	tMatchingDown->Draw("histo,same");
1860	+	leg2->Draw();
1861	+
1862	+	CompleteSave(kinpad,saveas+"__TTbarComparison");
1863	+
1864	+	gStyle->SetOptFit(0);
1865	+
1866	+	kinpad->cd();
1867	+	kinpad->SetLogy(0);
1868	+	TH1F *MatchingRatio = (TH1F*)tMatchingUp->Clone("MatchingRatio");
1869	+	MatchingRatio->Divide(tMatchingDown);
1870	+	TLine *lone = new TLine(tScaleUp->GetBinLowEdge(1),1,tScaleUp->GetBinLowEdge(tScaleUp->GetNbinsX())+tScaleUp->GetBinWidth(tScaleUp->GetNbinsX()),1);
1871	+	lone->SetLineColor(TColor::GetColor("#01DF01"));
1872	+	lone->SetLineStyle(2);
1873	+	TH1F *ScaleRatio = (TH1F*)tScaleUp->Clone("ScaleRatio");
1874	+	ScaleRatio->Divide(tScaleDown);
1875	+	MatchingRatio->GetYaxis()->SetRangeUser(0,3);
1876	+	MatchingRatio->Draw("e1");
1877	+	TF1 *QP1 = new TF1("QP1","[0]+[1]*x",50,200);//simple linear function ranging from 50 to 200
1878	+	MatchingRatio->Fit("QP1","R");
1879	+	lone->Draw();
1880	+	stringstream summary;
1881	+	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);
1882	+	summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1883	+	TText *infobox = write_title(summary.str());
1884	+	infobox->SetX(0.75);
1885	+	infobox->SetTextSize(0.03);
1886	+	infobox->SetY(0.75);
1887	+	infobox->Draw();
1888	+	CompleteSave(kinpad,saveas+"__TTbarComparison_MatchingUpDividedMatchingDown");
1889	+	kinpad->cd();
1890	+	ScaleRatio->GetYaxis()->SetRangeUser(0,3);
1891	+	ScaleRatio->Draw("e1");
1892	+	ScaleRatio->Fit("QP1","R");
1893	+	summary.str("");
1894	+	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);
1895	+	summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1896	+	TText *infobox2 = write_title(summary.str());
1897	+	infobox2->SetX(0.75);
1898	+	infobox2->SetTextSize(0.03);
1899	+	infobox2->SetY(0.75);
1900	+	infobox2->Draw();
1901	+
1902	+	lone->Draw();
1903	+	CompleteSave(kinpad,saveas+"__TTbarComparison_ScaleUpDividedScaleDown");
1904	+
1905	+
1906	+	delete QP1;
1907	+	delete infobox;
1908	+	delete infobox2;
1909	+	delete MatchingRatio;
1910	+	delete ScaleRatio;
1911	+	DeleteStack(ScaleUp);
1912	+	DeleteStack(ScaleDown);
1913	+	DeleteStack(MatchingUp);
1914	+	DeleteStack(MatchingDown);
1915	+	delete leg2;
1916	+	CleanLegends();
1917	+	DeleteStack(Central);
1918	+	delete Systematic;
1919	+	delete HScaleUp;
1920	+	delete HScaleDown;
1921	+	delete HMatchingUp;
1922	+	delete HMatchingDown;
1923	+	delete hdata;
1924	+	delete HCentral;
1925	+	delete ca;
1926	+	}
1927	+
1928	+	TH1F* ImposeBinning(TH1F *binninghisto, TH1F* histo) {
1929	+	float val=0,err=0;
1930	+	vector<float> bins;
1931	+	vector<float> vals;
1932	+	vector<float> errs;
1933	+
1934	+	bins.push_back(binninghisto->GetBinLowEdge(1));
1935	+	int iBin=1;
1936	+
1937	+	for(unsigned int i=1;i<histo->GetNbinsX();i++) {//going to second last one on purpose!
1938	+	if((histo->GetBinLowEdge(i)+0.00001>=binninghisto->GetBinLowEdge(iBin)+binninghisto->GetBinWidth(iBin))) {
1939	+	bins.push_back(histo->GetBinLowEdge(i));
1940	+	vals.push_back(val);val=0;
1941	+	errs.push_back(err);err=0;
1942	+	iBin++;
1943	+	}
1944	+	val+=histo->GetBinContent(i);
1945	+	err=sqrt(err*err+histo->GetBinError(i)*histo->GetBinError(i));
1946	+	}
1947	+	bins.push_back(histo->GetBinLowEdge(histo->GetNbinsX())+histo->GetBinWidth(histo->GetNbinsX()));
1948	+	vals.push_back(val);val=0;
1949	+	errs.push_back(err);err=0;
1950	+
1951	+	TH1F *h = new TH1F(("r"+(string)histo->GetName()).c_str(),("r"+(string)histo->GetName()).c_str(),bins.size()-1,&bins[0]);
1952	+	for(unsigned int i=0;i<vals.size();i++) {
1953	+	h->SetBinContent(i+1,vals[i]);
1954	+	h->SetBinError(i+1,errs[i]);
1955	+	}
1956	+
1957	+	h->GetXaxis()->SetTitle(histo->GetXaxis()->GetTitle());
1958	+	h->GetYaxis()->SetTitle(histo->GetYaxis()->GetTitle());
1959	+
1960	+	h->GetXaxis()->CenterTitle();
1961	+	h->GetYaxis()->CenterTitle();
1962
1963	+	return h;
1964	+	}
1965	+
1966	+
1967	+	TH1F* ReBinOptimizingStats(int nbins, TH1F *histo) {
1968	+	float statsperbin = (1/(float)nbins) * histo->Integral();
1969	+	float val=0,err=0;
1970	+	vector<float> bins;
1971	+	vector<float> vals;
1972	+	vector<float> errs;
1973	+
1974	+	bins.push_back(histo->GetBinLowEdge(1));
1975	+	for(unsigned int i=1;i<=histo->GetNbinsX();i++) {
1976	+	val+=histo->GetBinContent(i);
1977	+	err=sqrt(err*err+histo->GetBinError(i)*histo->GetBinError(i));
1978	+	if( val/statsperbin > 0.85) {
1979	+	if(bins.size()<nbins) {
1980	+	bins.push_back(histo->GetBinLowEdge(i)+histo->GetBinWidth(i));
1981	+	vals.push_back(val);val=0;
1982	+	errs.push_back(err);err=0;
1983	+	}
1984	+	}
1985	+	if(i==histo->GetNbinsX()) {
1986	+	bins.push_back(histo->GetBinLowEdge(i)+histo->GetBinWidth(i));
1987	+	vals.push_back(val);val=0;
1988	+	errs.push_back(err);err=0;
1989	+	}
1990	+	}
1991	+	TH1F *h = new TH1F(("r"+(string)histo->GetName()).c_str(),("r"+(string)histo->GetName()).c_str(),bins.size()-1,&bins[0]);
1992	+
1993	+	h->GetXaxis()->SetTitle(histo->GetXaxis()->GetTitle());
1994	+	h->GetYaxis()->SetTitle(histo->GetYaxis()->GetTitle());
1995	+
1996	+	h->GetXaxis()->CenterTitle();
1997	+	h->GetYaxis()->CenterTitle();
1998	+
1999	+	for(unsigned int i=0;i<vals.size();i++) {
2000	+	h->SetBinContent(i+1,vals[i]);
2001	+	h->SetBinError(i+1,errs[i]);
2002	+	}
2003	+
2004	+	return h;
2005	+	}
2006	+
2007	+
2008	+
2009	+	void ShowBinning(TH1F *histo) {
2010	+	cout << "Showing binning for " << histo->GetName() << " (\" " << histo->GetTitle() << "\")" << endl;
2011	+	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;
2012	+	}
2013	+
2014	+	void QuickProduceMCSystematicPlot(string variable, int nbins, float bmin, float bmax, string label, TCut thiscut, string saveas) {
2015	+	TCanvas *ca = new TCanvas("ca","ca");
2016	+	TH1F *tScaleUp = systsamples.Draw("tScaleUp",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("scaleup"));
2017	+	TH1F *tScaleDown = systsamples.Draw("tScaleDown",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("scaledown"));
2018	+	TH1F *tMatchingUp = systsamples.Draw("tMatchingUp",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("matchingup"));
2019	+	TH1F *tMatchingDown = systsamples.Draw("tMatchingDown",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("matchingdown"));
2020	+	TH1F *tCentral = systsamples.Draw("tCentral",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("TTJets_MassiveBinDECAY_TuneZ2sta"));
2021	+
2022	+	tScaleUp->Scale(1.0/tScaleUp->Integral());
2023	+	tScaleDown->Scale(1.0/tScaleDown->Integral());
2024	+	tMatchingDown->Scale(1.0/tMatchingDown->Integral());
2025	+	tMatchingUp->Scale(1.0/tMatchingUp->Integral());
2026	+	tCentral->Scale(1.0/tCentral->Integral());
2027	+
2028	+	cout << "At this point we want to rebin the scale/matching histograms so we get decent stats!" << endl;
2029	+
2030	+
2031	+	TH1F *rtScaleUp = ReBinOptimizingStats(7,tScaleUp); // using the scale up sample to get the binning (shouldn't use the central one for obvious reasons)
2032	+	TH1F *rtScaleDown = ImposeBinning(rtScaleUp,tScaleDown);
2033	+	TH1F *rtMatchingDown = ImposeBinning(rtScaleUp,tMatchingDown);
2034	+	TH1F *rtMatchingUp = ImposeBinning(rtScaleUp,tMatchingUp);
2035	+	TH1F *rtCentral = ImposeBinning(rtScaleUp,tCentral);
2036	+
2037	+	float min=rtScaleUp->GetMinimum();
2038	+	float max=rtScaleUp->GetMaximum();
2039	+
2040	+	if(rtScaleDown->GetMinimum()<min) min=rtScaleDown->GetMinimum();
2041	+	if(rtMatchingDown->GetMinimum()<min) min=rtMatchingDown->GetMinimum();
2042	+	if(rtMatchingDown->GetMinimum()<min) min=rtMatchingDown->GetMinimum();
2043	+	if(rtMatchingUp->GetMinimum()<min) min=rtMatchingUp->GetMinimum();
2044	+	if(rtCentral->GetMinimum()<min) min=rtCentral->GetMinimum();
2045	+
2046	+	if(rtScaleDown->GetMaximum()<min) max=rtScaleDown->GetMaximum();
2047	+	if(rtMatchingDown->GetMaximum()<min) max=rtMatchingDown->GetMaximum();
2048	+	if(rtMatchingDown->GetMaximum()<min) max=rtMatchingDown->GetMaximum();
2049	+	if(rtMatchingUp->GetMaximum()<min) max=rtMatchingUp->GetMaximum();
2050	+	if(rtCentral->GetMaximum()<min) max=rtCentral->GetMaximum();
2051	+
2052	+	rtCentral->SetMaximum(1.2*max);
2053	+	rtCentral->SetMinimum(0.8*min);
2054	+
2055	+	/*  tScaleUp->Rebin(40);
2056	+	tScaleDown->Rebin(40);
2057	+	tMatchingDown->Rebin(40);
2058	+	tMatchingUp->Rebin(40);
2059	+	tCentral->Rebin(40);*/
2060	+
2061	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
2062	+	kinpad->SetLogy(1);
2063	+	kinpad->cd();
2064	+	tCentral->SetFillColor(kWhite);
2065	+	tCentral->SetLineColor(kBlack);
2066	+	tScaleUp->SetLineColor(kRed);
2067	+	tScaleDown->SetLineColor(kRed);
2068	+	tMatchingUp->SetLineColor(kBlue);
2069	+	tMatchingDown->SetLineColor(kBlue);
2070	+	tScaleUp->SetLineStyle(2);
2071	+	tScaleDown->SetLineStyle(3);
2072	+	tMatchingUp->SetLineStyle(2);
2073	+	tMatchingDown->SetLineStyle(3);
2074	+
2075	+	rtScaleDown->SetLineColor(kRed);
2076	+	rtMatchingUp->SetLineColor(kBlue);
2077	+	rtMatchingDown->SetLineColor(kBlue);
2078	+	rtScaleUp->SetLineStyle(2);
2079	+	rtScaleDown->SetLineStyle(3);
2080	+	rtMatchingUp->SetLineStyle(2);
2081	+	rtMatchingDown->SetLineStyle(3);
2082	+
2083	+	TLegend *leg2 = make_legend();
2084	+	leg2->AddEntry(tCentral,"Central (ttbar)","l");
2085	+	leg2->AddEntry(tScaleUp,"ScaleUp (ttbar)","l");
2086	+	leg2->AddEntry(tScaleDown,"ScaleDown (ttbar)","l");
2087	+	leg2->AddEntry(tMatchingUp,"MatchingUp (ttbar)","l");
2088	+	leg2->AddEntry(tMatchingDown,"MatchingDown (ttbar)","l");
2089	+
2090	+	tCentral->Draw("histo");
2091	+	tScaleUp->Draw("histo,same");
2092	+	tScaleDown->Draw("histo,same");
2093	+	tMatchingUp->Draw("histo,same");
2094	+	tMatchingDown->Draw("histo,same");
2095	+	leg2->Draw();
2096	+	DrawMCPrelim();
2097	+	CompleteSave(kinpad,saveas+"__TTbarComparison");
2098	+	kinpad->cd();
2099	+	kinpad->SetLogy(0);
2100	+	rtCentral->Draw("histo");
2101	+	rtScaleUp->Draw("histo,same");
2102	+	rtScaleDown->Draw("histo,same");
2103	+	rtMatchingUp->Draw("histo,same");
2104	+	rtMatchingDown->Draw("histo,same");
2105	+	leg2->Draw();
2106	+	DrawMCPrelim();
2107	+	CompleteSave(kinpad,saveas+"__TTbarComparison__REBINNED");
2108	+
2109	+
2110	+	gStyle->SetOptFit(0);
2111	+
2112	+	kinpad->cd();
2113	+	kinpad->SetLogy(0);
2114	+	TH1F *MatchingRatio = (TH1F*)rtMatchingUp->Clone("MatchingRatio");
2115	+	MatchingRatio->Divide(rtMatchingDown);
2116	+	TLine *lone = new TLine(tScaleUp->GetBinLowEdge(1),1,tScaleUp->GetBinLowEdge(tScaleUp->GetNbinsX())+tScaleUp->GetBinWidth(tScaleUp->GetNbinsX()),1);
2117	+	lone->SetLineColor(TColor::GetColor("#01DF01"));
2118	+	lone->SetLineStyle(2);
2119	+	TH1F *ScaleRatio = (TH1F*)rtScaleUp->Clone("ScaleRatio");
2120	+	ScaleRatio->Divide(rtScaleDown);
2121	+	MatchingRatio->GetYaxis()->SetRangeUser(0,3);
2122	+	MatchingRatio->Draw("e1");
2123	+	TF1 *QP1 = new TF1("QP1","[0]+[1]*x",50,200);//simple linear function ranging from 50 to 200
2124	+	if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") MatchingRatio->Fit("QP1","RQ");
2125	+	lone->Draw();
2126	+	stringstream summary;
2127	+	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);
2128	+	summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
2129	+	TText *infobox = write_title(summary.str());
2130	+	infobox->SetX(0.75);
2131	+	infobox->SetTextSize(0.03);
2132	+	infobox->SetY(0.75);
2133	+	if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") infobox->Draw();
2134	+	DrawMCPrelim();
2135	+	CompleteSave(kinpad,saveas+"__TTbarComparison_MatchingUpDividedMatchingDown");
2136	+	kinpad->cd();
2137	+	ScaleRatio->GetYaxis()->SetRangeUser(0,3);
2138	+	ScaleRatio->Draw("e1");
2139	+	if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") ScaleRatio->Fit("QP1","RQ");
2140	+	summary.str("");
2141	+	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);
2142	+	summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
2143	+	TText *infobox2 = write_title(summary.str());
2144	+	infobox2->SetX(0.75);
2145	+	infobox2->SetTextSize(0.03);
2146	+	infobox2->SetY(0.75);
2147	+	if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") infobox2->Draw();
2148	+
2149	+	lone->Draw();
2150	+	DrawMCPrelim();
2151	+	CompleteSave(kinpad,saveas+"__TTbarComparison_ScaleUpDividedScaleDown");
2152	+
2153	+	kinpad->cd();
2154	+	TH1F *SysMatching = (TH1F*)rtMatchingDown->Clone("SysMatching");
2155	+	TH1F *SysScale = (TH1F*)rtScaleDown->Clone("SysMatching");
2156	+	TH1F *SysHisto = (TH1F*)rtScaleDown->Clone("SysHisto");
2157	+
2158	+	for(int i=1;i<=SysScale->GetNbinsX();i++) {
2159	+	float matching, scale;
2160	+	bool AssumeFactor=false;
2161	+	if(AssumeFactor) {
2162	+	// assume that an upward/downward variation means a change by a constant factor, i.e. f(up) = alpha * f(central)
2163	+	matching=0.;
2164	+	scale=0.;
2165	+	} else {
2166	+	// assume that the central value is exactly between up & down, i.e. central = (up-down)/2
2167	+	matching = fabs(    ( rtMatchingUp->GetBinContent(i) - rtMatchingDown->GetBinContent(i)) / (rtMatchingUp->GetBinContent(i) + rtMatchingDown->GetBinContent(i)) );
2168	+	scale    = fabs(    ( rtScaleUp->GetBinContent(i) - rtScaleDown->GetBinContent(i)) / (rtScaleUp->GetBinContent(i) + rtScaleDown->GetBinContent(i)) );
2169	+	}
2170	+
2171	+	SysMatching->SetBinContent(i,1+matching);
2172	+	SysScale->SetBinContent(i,1+scale);
2173	+	SysHisto->SetBinContent(i,sqrt(matching*matching+scale*scale)+1);
2174	+	}
2175	+
2176	+	SysHisto->SetLineColor(kGreen);
2177	+
2178	+	SysMatching->SetMaximum(3.0);
2179	+	SysMatching->SetMinimum(0.0);
2180	+	SysMatching->Draw("histo");
2181	+	SysScale->Draw("histo,same");
2182	+	SysHisto->Draw("histo,same");
2183	+	CompleteSave(kinpad,saveas+"__TTbarComparison_DerivedSystematic");
2184	+
2185	+	delete SysMatching;
2186	+	delete SysScale;
2187	+
2188	+	if(!Contains(variable,"gen")) {
2189	+	TH1F *hdata  = allsamples.Draw("hdata",   variable,nbins,bmin,bmax,label,"events",thiscut,data,luminosity);
2190	+	THStack smc = allsamples.DrawStack("smc",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity);
2191	+
2192	+	TH1F *Systematic = (TH1F*)hdata->Clone("Systematic");
2193	+
2194	+	for(int i=1;i<=Systematic->GetNbinsX();i++) {
2195	+	int iBin=SysHisto->FindBin(Systematic->GetBinCenter(i));
2196	+	if(iBin>SysHisto->GetNbinsX()) --iBin; // if we're over the end of the histo, use the last bin
2197	+	float sys = SysHisto->GetBinContent(iBin)-1;
2198	+	Systematic->SetBinContent(i,sys);
2199	+	}
2200	+
2201	+	kinpad->cd();
2202	+	TLegend *leg = allsamples.allbglegend();
2203	+	hdata->Draw();
2204	+	smc.Draw("histo,same");
2205	+	hdata->Draw("same");
2206	+	leg->Draw();
2207	+	DrawPrelim();
2208	+	save_with_ratio_and_sys_band( 0.0, hdata, CollapseStack(smc), kinpad->cd(), saveas+"__DataVsMC", false, false, "data/mc",Systematic );
2209	+
2210	+	delete Systematic;
2211	+	delete hdata;
2212	+	}
2213	+
2214	+
2215	+	delete SysHisto;
2216	+	delete tScaleUp;
2217	+	delete tScaleDown;
2218	+	delete tCentral;
2219	+	delete tMatchingUp;
2220	+	delete tMatchingDown;
2221	+	delete rtScaleUp;
2222	+	delete rtScaleDown;
2223	+	delete rtCentral;
2224	+	delete rtMatchingUp;
2225	+	delete rtMatchingDown;
2226	+	delete QP1;
2227	+	delete infobox;
2228	+	delete infobox2;
2229	+	delete MatchingRatio;
2230	+	delete ScaleRatio;
2231	+	delete leg2;
2232	+	CleanLegends();
2233	+	delete ca;
2234	+	}
2235	+
2236	+	void ProduceMCSystematicPlots() {
2237	+	cout << "Getting ready to produce systematic plots " << endl;
2238	+	TCut cutweightBKP = cutWeight;
2239	+
2240	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor");
2241	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor");
2242	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor");
2243	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor");
2244	+
2245	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE");
2246	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE");
2247	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE_HighMass");
2248	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE_HighMass");
2249	+
2250	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE");
2251	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE");
2252	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE_HighMass");
2253	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE_HighMass");
2254	+	QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_SameFlavor");
2255	+	QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_OppositeFlavor");
2256	+
2257	+
2258	+
2259	+	cout << "Kicking cutWeight  " << (const char*) cutWeight << endl;
2260	+	cout << "Keeping OSSF cut " << (const char*)cutOSSF << endl;
2261	+	cutWeight="1.0";
2262	+
2263	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE__NOPURW");
2264	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE__NOPURW");
2265	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE_HighMass__NOPURW");
2266	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
2267	+
2268	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE__NOPURW");
2269	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE__NOPURW");
2270	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE_HighMass__NOPURW");
2271	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
2272	+
2273	+
2274	+	// --------------------------------------    ***** AACHEN *****      --------------------------------------
2275	+
2276	+	/*
2277	+	cutWeight=cutweightBKP;
2278	+	TCut essentialcutBKP = essentialcut;
2279	+	cout << (const char*) essentialcut << endl;
2280	+
2281	+	essentialcut = TCut((ReplaceAll((const char*)essentialcut,"pt2>20","pt2>10")).c_str());
2282	+	essentialcut = TCut((ReplaceAll((const char*)essentialcut,"abs(eta1)<1.4","abs(eta1)<2.4")).c_str());
2283	+	essentialcut = TCut((ReplaceAll((const char*)essentialcut,"abs(eta2)<1.4","abs(eta2)<2.4")).c_str());
2284	+
2285	+	TCut cutnJetsBKP = cutnJets;
2286	+	cutnJets = TCut((ReplaceAll((const char*)cutnJets,"pt2>20","pt2>10")).c_str());
2287	+	cutnJets = TCut((ReplaceAll((const char*)cutnJets,"pfJetGoodNum40>=3","pfJetGoodNum40>=2")).c_str());
2288	+	cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta2)<1.4","abs(eta2)<2.4")).c_str());
2289	+	cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta1)<1.4","abs(eta1)<2.4")).c_str());
2290	+
2291	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor");
2292	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor");
2293	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor");
2294	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor");
2295	+
2296	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE");
2297	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE");
2298	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE_HighMass");
2299	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE_HighMass");
2300	+
2301	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE");
2302	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE");
2303	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE_HighMass");
2304	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE_HighMass");
2305	+	QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/Aachen_SameFlavor");
2306	+	QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/Aachen_OppositeFlavor");
2307	+
2308	+
2309	+
2310	+	cout << "Kicking cutWeight  " << (const char*) cutWeight << endl;
2311	+	cout << "Keeping OSSF cut " << (const char*)cutOSSF << endl;
2312	+	cutWeight="1.0";
2313	+
2314	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE__NOPURW");
2315	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE__NOPURW");
2316	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE_HighMass__NOPURW");
2317	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
2318	+
2319	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE__NOPURW");
2320	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE__NOPURW");
2321	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE_HighMass__NOPURW");
2322	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
2323	+
2324	+	cutnJets  = cutnJetsBKP;
2325	+	cutWeight = cutweightBKP;
2326	+	essentialcut = essentialcutBKP;
2327	+	*/
2328	+	write_error(__FUNCTION__,"Still need to add systematic shape");assert(0);
2329	+	}
2330	+
2331	+	void MakeTauPlot(string label, TCut pcut, string filename, bool TauOnly) {
2332	+	TCut cut=pcut&&basiccut;
2333	+	string variable="mll";
2334	+	string xlabel="m_{ll} [GeV]";
2335	+	int nbins=40;
2336	+	float min=0;
2337	+	float max=200;
2338	+
2339	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
2340	+	TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cut&&cutOSSF,data,luminosity);
2341	+	TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cut&&cutOSOF,data,luminosity);
2342	+	TH1F *tauSF = allsamples.Draw("tauSF",variable,nbins,min,max, xlabel, "events",cut&&cutOSSF,data,luminosity,systsamples.FindSample("DYToTauTau"));
2343	+	TH1F *tauOF = allsamples.Draw("tauOF",variable,nbins,min,max, xlabel, "events",cut&&cutOSOF,data,luminosity,systsamples.FindSample("DYToTauTau"));
2344	+	datahistoSF->SetMarkerSize(DataMarkerSize);
2345	+	datahistoSF->SetMaximum(1.3*datahistoSF->GetMaximum());
2346	+	datahistoOF->SetMarkerSize(DataMarkerSize);
2347	+	datahistoOF->SetMaximum(1.3*datahistoOF->GetMaximum());
2348	+
2349	+	THStack mcstackSF   = allsamples.DrawStack("mcstackSF",  variable,nbins,min,max,xlabel,"events",cut&&cutOSSF,mc,luminosity);
2350	+	THStack mcstackOF   = allsamples.DrawStack("mcstackOF",  variable,nbins,min,max,xlabel,"events",cut&&cutOSOF,mc,luminosity);
2351	+	datahistoSF->Draw("e1");
2352	+	ckin->Update();
2353	+	mcstackSF.Draw("histo,same");
2354	+
2355	+	datahistoSF->Draw("same,e1");
2356	+	TLegend *kinleg = allsamples.allbglegend();
2357	+	kinleg->Draw();
2358	+
2359	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
2360	+	kinpad->cd();
2361	+	datahistoSF->Draw("e1");
2362	+	mcstackSF.Draw("histo,same");
2363	+	datahistoSF->Draw("same,e1");
2364	+	datahistoSF->Draw("same,axis");
2365	+	kinleg->Draw();
2366	+	DrawPrelim();
2367	+	Save_With_Ratio(datahistoSF,mcstackSF,kinpad->cd(),filename+"__SF_mc");
2368	+
2369	+	kinpad->cd();
2370	+	datahistoOF->Draw("e1");
2371	+	mcstackOF.Draw("histo,same");
2372	+	datahistoOF->Draw("same,e1");
2373	+	datahistoOF->Draw("same,axis");
2374	+	kinleg->Draw();
2375	+	DrawPrelim();
2376	+	Save_With_Ratio(datahistoOF,mcstackOF,kinpad->cd(),filename+"__OF_mc");
2377	+
2378	+	kinpad->cd();
2379	+	tauSF->Draw("e1");
2380	+	tauOF->Draw("histo,same");
2381	+	tauSF->Draw("e1,same");
2382	+	TLegend *legtau = make_legend();
2383	+	legtau->AddEntry(tauSF,"DY->#tau#tau, SF","p");
2384	+	legtau->AddEntry(tauSF,"DY->#tau#tau, OF","l");
2385	+	legtau->Draw();
2386	+	DrawPrelim();
2387	+	Save_With_Ratio(tauSF,tauOF,kinpad->cd(),filename+"__Tau_SF_vs_OF");
2388	+
2389	+	delete datahistoSF;
2390	+	delete datahistoOF;
2391	+	delete tauSF;
2392	+	delete tauOF;
2393	+	delete kinpad;
2394	+	delete ckin;
2395	+	CleanLegends();
2396	+	}
2397	+
2398	+
2399	+	void TauQuestion() {
2400	+	//   MakeTauPlot("MET>100 GeV, #geq 3 jets",cutnJets&&TCut("met[4]>100"),"TauQ/MET100_3Jets",true);
2401	+	//   MakeTauPlot("MET>100 GeV",TCut("met[4]>100"),"TauQ/MET100",true);
2402	+	//   MakeTauPlot("MET>0 GeV",TCut("met[4]>0"),"TauQ/MET0",true);
2403	+	MakeTauPlot("b-tag veto, 50<MET<100",TCut("pfJetGoodNumBtag30==0&&met[4]>50&&met[4]<100"),"TauQ/ControlPlots",false);
2404	+	}
2405	+
2406	+	void ProduceOFSFPlots(string mcjzb, string datajzb, bool isAachen) {
2407	+	string BaseMetCut="met[4]>100";
2408	+	string Prefix="ETH/";
2409	+	if(isAachen) {
2410	+	BaseMetCut="met[4]>150";
2411	+	Prefix="Aachen/";
2412	+	}
2413	+
2414	+	//    make_OFSF_plots("met[4]",  BaseMetCut, 20, 100., 300., true, "E_{T}^{miss}", Prefix+"MET_allmc",1500,0.55,mc);
2415	+	//    make_OFSF_plots("pfTightHT",  BaseMetCut, 20, 0., 800., true, "H_{T}", Prefix+"HT_allmc",1500,0.55,mc);
2416	+
2417	+	//    make_OFSF_plots("met[4]",  BaseMetCut, 20, 100., 300., true, "E_{T}^{miss}", Prefix+"MET_onlyttbar",1500,0.55,123);
2418	+	//    make_OFSF_plots("pfTightHT",  BaseMetCut, 20, 0., 800., true, "H_{T}", Prefix+"HT_onlyttbar",1500,0.55,123);
2419	+
2420	+	//    make_OFSF_plots("mll",  BaseMetCut, 36, 20., 200., false, "m_{ll}", Prefix+"Mll_onlyttbar",120,0.55,123);
2421	+	//     make_OFSF_plots("mll",  BaseMetCut, 36, 20., 200., false, "m_{ll}", Prefix+"Mll_allmc",120,0.55,mc);
2422	+
2423	+	//     make_OFSF_plots("pfTightHT",  BaseMetCut, 20, 0., 800., true, "H_{T}", Prefix+"HT",1500);
2424	+	//       make_OFSF_plots("met[4]",  BaseMetCut, 30, 100., 400., true, "E_{T}^{miss}", Prefix+"MET",1500);
2425	+	make_OFSF_plots("pfJetGoodNumBtag30", BaseMetCut, 6, -0.5, 5.5, true, "N_{b-jets}", Prefix+"nbjets",5000);
2426	+	return;
2427	+	//      make_OFSF_plots("max(abs(eta1),abs(eta2))", BaseMetCut, 14, 0.0, 3.5, true, "max(|#eta_{l1}|,|#eta_{l2}|)", Prefix+"MaxAbsEta",-1);
2428	+	//      make_OFSF_plots("min(abs(eta1),abs(eta2))", BaseMetCut, 14, 0.0, 3.5, true, "min(|#eta_{l1}|,|#eta_{l2}|)", Prefix+"MinAbsEta",-1);
2429	+	//       make_OFSF_plots("st", BaseMetCut, 20, 0, 2000., false, "#tilde{S}_{T}", Prefix+"FrankT",120);
2430	+	//       make_OFSF_plots("pt1+pt2+met[4]+Sum$(pfJetGoodPt)", BaseMetCut, 20, 0, 2000., false, "#tilde{S}_{T}", Prefix+"POOR_FrankT",120);
2431	+
2432	+
2433	+	//       make_OFSF_plots("mt2j", BaseMetCut, 35, 0, 700., false, "M_{T2J}", Prefix+"MT2J");
2434	+	//
2435	+	//       make_OFSF_plots("ml1b", BaseMetCut, 20, 0, 800., false, "m_{l_{1}b}", Prefix+"ML1B");
2436	+	//       make_OFSF_plots("ml2b", BaseMetCut, 20, 0, 400., false, "m_{l_{2}b}", Prefix+"ML2B");
2437	+	//       make_OFSF_plots("min(ml1b,ml2b)", BaseMetCut, 20, 0, 400., false, "m_{lb}", Prefix+"MLB");
2438	+	//
2439	+	//       make_OFSF_plots(datajzb, BaseMetCut, 55, -100, 450., false, "JZB", Prefix+"JZB_In_Signal_Region");
2440	+	//        make_OFSF_plots("mt2", BaseMetCut, 15, 0, 150., false, "M_{T2}", Prefix+"MT2");
2441	+	//        make_OFSF_plots("d2", BaseMetCut, 20, 0, 200., true, "D2", Prefix+"D2");
2442	+	//        make_OFSF_plots("pfJetGoodNum40", BaseMetCut, 10, -0.5, 9.5, true, "N_{jets}", Prefix+"nJets");
2443	+	//
2444	+	//       make_OFSF_plots("mll", BaseMetCut, 60, 20., 320., false, "m_{ll}", Prefix+"mll");
2445	+	//       make_OFSF_plots("leptonNum", BaseMetCut, 3, 2, 5., false, "N(leptons)", Prefix+"NLeptons");
2446	+	//
2447	+	//       make_OFSF_plots("pfJetGoodNum40", BaseMetCut,                        7, 3, 10, true, "#(jets)", Prefix+"njets");
2448	+	//       make_OFSF_plots("pfJetGoodNum40", BaseMetCut+"&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", Prefix+"njets_btagVeto");
2449	+	//       make_OFSF_plots("pfJetGoodNum40", BaseMetCut"&&pfJetGoodNumBtag30>0",  7, 3, 10, true, "#(jets)", Prefix+"njets_AtLeastOneBJet30");
2450	+	//
2451	+	//       make_OFSF_plots("pfJetGoodPtBtag[0]", BaseMetCut+"&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", Prefix+"ptb1");
2452	+	//        make_OFSF_plots("pfJetGoodPt",  BaseMetCut, 30, 0., 400., true, "p_{T}^{J}", Prefix+"ptJet");
2453	+	//
2454	+	//       make_OFSF_plots("iso1", BaseMetCut, 20, 0, 0.3, true, "lepton 1 isolation", Prefix+"iso1");
2455	+	//       make_OFSF_plots("iso2", BaseMetCut, 20, 0, 0.3, true, "lepton 2 isolation", Prefix+"iso2");
2456	+	//        make_OFSF_plots("pt",  BaseMetCut, 30, 0., 300., true, "p_{ll}", Prefix+"pt");
2457	+	//        make_OFSF_plots("pt1",  BaseMetCut, 30, 0., 300., true, "p_{T,1}", Prefix+"pt1");
2458	+	//        make_OFSF_plots("pt2",  BaseMetCut, 22, 0., 220., true, "p_{T,2}", Prefix+"pt2");
2459	+	make_OFSF_plots("abs(eta1)", BaseMetCut, 10, 0, 3.5, false, "#eta_{1}", Prefix+"eta1", 200);
2460	+	make_OFSF_plots("abs(eta2)", BaseMetCut, 10, 0, 3.5, false, "#eta_{2}", Prefix+"eta2", 200);
2461	+	return;
2462	+	//      make_OFSF_plots("phi1", BaseMetCut, 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", Prefix+"phi1", -1, 0.2);
2463	+	//      make_OFSF_plots("phi2", BaseMetCut, 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", Prefix+"phi2", -1, 0.2);
2464	+	//      make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", BaseMetCut, 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", Prefix+"jpt1pt2", -1, 0.2);
2465	+	//      make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", Prefix+"dphij1met", -1, 0.2);
2466	+
2467	+	//      make_OFSF_plots("TMath::Abs(dphi)", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", Prefix+"dphi", -1, 0.2);
2468	+	//      make_OFSF_plots("TMath::Abs(dphiMet1)", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", Prefix+"dphiMet1", -1, 0.2);
2469	+	//      make_OFSF_plots("TMath::Abs(dphiMet2)", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", Prefix+"dphiMet2", -1, 0.2);
2470	+	//      make_OFSF_plots("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", BaseMetCut, 16, 0, 3.2, false, "Min(|#Delta#phi(l,MET)|)", Prefix+"dphilc");
2471	+	//      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");
2472	+	//      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");
2473	+	//      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");
2474	+
2475	+	}
2476	+
2477	+	void ProduceOFSFPlots(string mcjzb, string datajzb) {
2478	+
2479	+
2480	+	//FIRST : ETH SELECTION
2481	+	ProduceOFSFPlots(mcjzb,datajzb,0); // this is the ETH selection
2482	+
2483	+	string backup_cutnJets = (const char*)cutnJets;
2484	+	cutnJets = ReplaceInCut(cutnJets,"pfJetGoodNum40>=3","pfJetGoodNum40>=2");
2485	+	cutnJets = ReplaceInCut(cutnJets,"1.4","2.4");
2486	+
2487	+	string backup_basiccut = (const char*)basiccut;
2488	+	basiccut = ReplaceInCut(basiccut,"1.4","2.4");
2489	+
2490	+	string backup_essential = (const char*) essentialcut;
2491	+	essentialcut = ReplaceInCut(essentialcut,"1.4","2.4");
2492	+
2493	+	ProduceOFSFPlots(mcjzb,datajzb,1); // this is the Aachen selection
2494	+
2495	+	cutnJets     = TCut(backup_cutnJets.c_str());
2496	+	basiccut     = TCut(backup_basiccut.c_str());
2497	+	essentialcut = TCut(backup_essential.c_str());
2498	+	}
2499	+
2500	+	void produce_OF_SF_ZlineShapePlot() {
2501	+	TCut cut=TCut("pfJetGoodNum40==2 && met[4]<100 && pt1>20 && pt2>20");
2502	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
2503	+	ckin->SetLogy(1);
2504	+	TH1F *datahistoSF = allsamples.Draw("datahistoSF","mll",37,15,200, "m_{ll}", "events",cut&&cutOSSF,data,luminosity);
2505	+	TH1F *datahistoOF = allsamples.Draw("datahistoOF","mll",37,15,200, "m_{ll}", "events",cut&&cutOSOF,data,luminosity);
2506	+
2507	+
2508	+	float min=25;
2509	+	datahistoSF->SetMinimum(min);
2510	+	float max = datahistoSF->GetMaximum()*10;
2511	+	datahistoSF->SetMaximum(max);
2512	+	datahistoSF->Draw("e1");
2513	+	datahistoOF->SetLineColor(TColor::GetColor("#2E9AFE"));
2514	+	datahistoOF->SetFillColor(TColor::GetColor("#2E9AFE"));
2515	+	datahistoOF->Draw("histo,same");
2516	+	datahistoSF->Draw("same,e1");
2517	+
2518	+	TLegend *leg = make_legend();
2519	+	leg->AddEntry(datahistoSF,"SF events","p");
2520	+	leg->AddEntry(datahistoOF,"OF events","f");
2521	+	leg->Draw();
2522	+
2523	+	TLine *k = new TLine(20,min,20,max);
2524	+	k->Draw();
2525	+	TLine *l = new TLine(70,min,70,max);
2526	+	l->Draw();
2527	+	TLine *m = new TLine(81,min,81,max);
2528	+	m->SetLineColor(TColor::GetColor("#FE642E"));
2529	+	m->Draw();
2530	+	TLine *n = new TLine(101,min,101,max);
2531	+	n->SetLineColor(TColor::GetColor("#FE642E"));
2532	+	n->Draw();
2533	+
2534	+	CompleteSave(ckin,"ZLineShape_SF_OF");
2535	+
2536	+	delete leg;
2537	+	delete ckin;
2538	+	delete datahistoSF;
2539	+	delete datahistoOF;
2540		}
2541
2542		void do_kinematic_plots(string mcjzb, string datajzb, bool doPF=false)
2543		{
2544	+	//  switch_overunderflow(true);
2545	+
2546	+	produce_OF_SF_ZlineShapePlot();
2547	+
2548		bool dolog=true;
2549		bool nolog=false;
2550	+
2551	+	bool doOFSF = false;
2552	+	bool doKin  = false;
2553	+	bool doDataComp = false;
2554	+	bool MakeTwoThreeJetComparison = false;
2555	+
2556	+
2557		if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
2558	<	float mll_low=40;
2558	>	float mll_low=50;
2559		float mll_hi=160;
2560		if(!PlottingSetup::RestrictToMassPeak) {
2561	<	mll_low=30;
2562	<	mll_hi=180;
2561	>	mll_low=20;
2562	>	mll_hi=320;
2563	>	}
2564	>
2565	>	if(MakeTwoThreeJetComparison) MakeElegantTwoThreeComparisons();
2566	>
2567	>	//TauQuestion();
2568	>
2569	>	//ProduceJanPlots();
2570	>	//ProduceMCSystematicPlots();
2571	>	//assert(0);
2572	>	//  make_plain_kin_plot("pt",Cut2Str(cutOSSF&&TCut("mll>20&&pfJetGoodNumBtag30>=2")),40,0,200,nolog,"Z p_{T}","PlotForKostas",doPF,true);
2573	>
2574	>	if ( doOFSF ) ProduceOFSFPlots(mcjzb,datajzb);
2575	>	if ( doDataComp) {
2576	>	TCut mllCut("");
2577	>	float massmin = 20.;
2578	>	float massmax = 320;
2579	>	int massnbins = 60;
2580	>	/*    if ( !PlottingSetup::openBox ) {
2581	>	mllCut = "mll>70";
2582	>	massmin = 120;
2583	>	massmax = 360;
2584	>	massnbins = 14;
2585	>	}*/
2586	>
2587	>	TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
2588	>
2589	>	make_data_comparison_plot("numVtx", "",40, -0.5, 39.5,-1., true, "N(Vertices)", "numVtx");
2590	>	make_data_comparison_plot("pfJetGoodEta[0]", "",50, -3.0, 3.0,-1., true, "N(Jets)", "pfJetGoodEta0");
2591	>
2592	>
2593	>	make_data_comparison_plot("pfJetGoodNum40", cutOSOF,10, -0.5, 9.5,-1., true, "N(Jets)", "njets_OF");
2594	>	make_data_comparison_plot("met[4]", cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_inclusive");
2595	>	make_data_comparison_plot("met[1]", cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_inclusive");
2596	>	make_data_comparison_plot("met[4]", cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_inclusive");
2597	>	make_data_comparison_plot("met[1]", cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_inclusive");
2598	>
2599	>	make_data_comparison_plot("met[4]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_exclusive");
2600	>	make_data_comparison_plot("met[1]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_exclusive");
2601	>	make_data_comparison_plot("met[4]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_exclusive");
2602	>	make_data_comparison_plot("met[1]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_exclusive");
2603	>
2604	>
2605	>	string basiccutsaved = (const char*)basiccut;
2606	>
2607	>	string newbasiccut=basiccutsaved;
2608	>
2609	>	size_t found;
2610	>	found = newbasiccut.find( "pt2>20" );
2611	>	while (found!=string::npos){
2612	>	newbasiccut.replace( found, string( "pt2>20" ).length(), "pt2>10" );
2613	>	found = newbasiccut.find( "pt2>20" );
2614	>	}
2615	>	basiccut=TCut(newbasiccut.c_str());
2616	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSSF,60, 0., 300.,-1., false, "mll", "mll_SF_Aachen_pt2010_met");
2617	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSOF,60, 0., 300.,-1., false, "mll", "mll_OF_Aachen_pt2010_met");
2618	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_Aachen_pt2010_t1cpfmet");
2619	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_Aachen_pt2010_t1cpfmet");
2620	>	basiccut=TCut(basiccutsaved.c_str());
2621	>
2622	>	make_data_comparison_plot("pfJetGoodNum40", cutOSSF, 8, 0., 8.,-1., true, "#(jets)", "njets_SF");
2623	>	make_data_comparison_plot("pfJetGoodNum40", cutOSOF, 8, 0., 8.,-1., true, "#(jets)", "njets_OF");
2624	>
2625	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_met");
2626	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_met");
2627	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_t1cpfmet");
2628	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_t1cpfmet");
2629	>
2630	>
2631	>	make_data_comparison_plot("mll", cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive");
2632	>	make_data_comparison_plot("mll", cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_ee");
2633	>	make_data_comparison_plot("mll", cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_mm");
2634	>	make_data_comparison_plot("mll", cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_inclusive");
2635	>	make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_ee");
2636	>	make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_mm");
2637	>	make_data_comparison_plot("mll", cutnJets&&cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive");
2638	>	make_data_comparison_plot("mll", cutnJets&&cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_exclusive");
2639	>
2640	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig");
2641	>	make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
2642	>
2643	>	make_data_comparison_plot("mll", TCut("abs(eta1)<1.4&&abs(eta2)<1.4") && cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_central");
2644	>	make_data_comparison_plot("mll", TCut("abs(eta1)<1.4&&abs(eta2)<1.4") && cutOSOF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_central");
2645	>
2646	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
2647	>	make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_btagVeto");
2648	>
2649	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
2650	>	make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_AtLeastOneBJet");
2651	>
2652	>
2653	>	make_data_comparison_plot("mll", mllCut&&cutOSOF&&cutSignal, massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
2654	>	make_data_comparison_plot("mll", cutmass&&cutOSSF&&"met[4]>100&&met[4]<150&&pfJetGoodNum40==2", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_CR");
2655	>	make_data_comparison_plot("mll", cutmass&&cutOSOF&&"met[4]>100&&met[4]<150&&pfJetGoodNum40==2", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_CR");
2656	>
2657	>	make_data_comparison_plot("pfJetGoodNum40", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_SF_sig");
2658	>	make_data_comparison_plot("pfJetGoodNum40", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_OF_sig");
2659	>	make_data_comparison_plot("pfJetGoodNumBtag30", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_SF_sig");
2660	>	make_data_comparison_plot("pfJetGoodNumBtag30", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_OF_sig");
2661	>
2662		}
2663	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
2664	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
2665	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
2666	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
2667	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
2668	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
2669	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
2670	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
2671	<	make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
2672	<	make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
2673	<	make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
2674	<	make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
2675	<	make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
2676	<	make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
2677	<	make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
2678	<	make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
2679	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets",doPF);
2680	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
2681	<	if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
2682	<	stringstream jzbcut;
2683	<	jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
2684	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
2663	>
2664	>
2665	>	if ( doKin ) {
2666	>	string mllCut("");
2667	>
2668	>	make_plain_kin_plot("mll",Cut2Str(cutOSSF&&TCut("mll>20")),56,20,300,dolog,"m_{ll}","NoPreselection/mll_SF",doPF,true);
2669	>	make_plain_kin_plot("mll",Cut2Str(cutOSSF&&TCut("mll>20&&id1==0")),56,20,300,dolog,"m_{ll}","NoPreselection/mll_SF_ee",doPF,true);
2670	>	make_plain_kin_plot("mll",Cut2Str(cutOSSF&&TCut("mll>20&&id1==1")),56,20,300,dolog,"m_{ll}","NoPreselection/mll_SF_mm",doPF,true);
2671	>	make_plain_kin_plot("mll",Cut2Str(cutOSOF&&TCut("mll>20")),56,20,300,dolog,"m_{ll}","NoPreselection/mll_OF",doPF,true);
2672	>
2673	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&TCut("mll>20")),20,0,800,dolog,"H_{T}","NoPreselection/HT_SF",doPF,true);
2674	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&TCut("mll>20&&id1==0")),20,0,800,dolog,"H_{T}","NoPreselection/HT_SF_ee",doPF,true);
2675	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&TCut("mll>20&&id1==1")),20,0,800,dolog,"H_{T}","NoPreselection/HT_SF_mm",doPF,true);
2676	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&TCut("mll>20")),20,0,800,dolog,"H_{T}","NoPreselection/HT_OF",doPF,true);
2677	>
2678	>	assert(0);
2679	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&TCut("mll>20")),80,0,400,dolog,"E_{T}^{miss}","NoPreselection/met_SF",doPF,true);
2680	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>20")),80,0,400,dolog,"E_{T}^{miss}","NoPreselection/met_OF",doPF,true);
2681	>
2682	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&TCut("mll>20")),20,0,800,dolog,"H_{T}","NoPreselection/HT_SF",doPF,true);
2683	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&TCut("mll>20")),20,0,800,dolog,"H_{T}","NoPreselection/HT_OF",doPF,true);
2684	>
2685	>	make_plain_kin_plot("pfJetGoodNum40",Cut2Str(cutOSSF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{jets}","NoPreselection/NJets_SF",doPF,true);
2686	>	make_plain_kin_plot("pfJetGoodNum40",Cut2Str(cutOSOF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{jets}","NoPreselection/NJets_OF",doPF,true);
2687	>
2688	>	make_plain_kin_plot("pfJetGoodNumBtag30",Cut2Str(cutOSSF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{btags}","NoPreselection/NBTags_SF",doPF,true);
2689	>	make_plain_kin_plot("pfJetGoodNumBtag30",Cut2Str(cutOSOF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{btags}","NoPreselection/NBTags_OF",doPF,true);
2690	>
2691	>	make_plain_kin_plot("pt1",Cut2Str(cutOSSF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{1}","NoPreselection/Pt1_SF",doPF,true);
2692	>	make_plain_kin_plot("pt1",Cut2Str(cutOSOF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{1}","NoPreselection/Pt1_OF",doPF,true);
2693	>
2694	>	make_plain_kin_plot("pt2",Cut2Str(cutOSSF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{2}","NoPreselection/Pt2_SF",doPF,true);
2695	>	make_plain_kin_plot("pt2",Cut2Str(cutOSOF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{2}","NoPreselection/Pt2_OF",doPF,true);
2696	>
2697	>
2698	>	make_plain_kin_plot("mll",Cut2Str(cutOSSF&&TCut("mll>60&&mll<120")),60,60,120,dolog,"m_{ll}","TestingLuminosity_SF",doPF,true);
2699	>	make_plain_kin_plot("mll",Cut2Str(cutOSOF&&TCut("mll>60&&mll<120")),60,60,120,dolog,"m_{ll}","TestingLuminosity_OF",doPF,true);
2700	>
2701	>	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);
2702	>	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);
2703	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_2j",doPF,true);
2704	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_3j",doPF,true);
2705	>
2706	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_0j",doPF,true);
2707	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_1j",doPF,true);
2708	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_2j",doPF,true);
2709	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_3j",doPF,true);
2710	>
2711	>
2712	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&cutnJets),120,0,1200,dolog,"H_{T}","HT_3jets_OF",doPF,true);
2713	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&cutnJets) ,120,0,1200,dolog,"H_{T}","HT_3jets_SF",doPF,true);
2714	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&cutnJets&&TCut("met[4]>100")),120,0,1200,dolog,"H_{T}","HT_3jets_OF_MET100",doPF,true);
2715	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&cutnJets&&TCut("met[4]>100")) ,120,0,1200,dolog,"H_{T}","HT_3jets_SF_MET100",doPF,true);
2716	>
2717	>
2718	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_0j",doPF,true);
2719	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_1j",doPF,true);
2720	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_2j",doPF,true);
2721	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_3j",doPF,true);
2722	>
2723	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_0j",doPF,true);
2724	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_1j",doPF,true);
2725	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_2j",doPF,true);
2726	>	make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_3j",doPF,true);
2727	>
2728	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_SF_20to70",doPF,true);
2729	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_OF_20to70",doPF,true);
2730	>
2731	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_SF_above120",doPF,true);
2732	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_OF_above120",doPF,true);
2733	>
2734	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&TCut("pfJetGoodNum40==2")&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_SF_20to70___2jetsonly",doPF,true);
2735	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("pfJetGoodNum40==2")&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_OF_20to70___2jetsonly",doPF,true);
2736	>
2737	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&TCut("pfJetGoodNum40==2")&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_SF_above120___2jetsonly",doPF,true);
2738	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("pfJetGoodNum40==2")&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_OF_above120___2jetsonly",doPF,true);
2739	>
2740	>
2741	>	make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
2742	>	make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
2743	>	// Plots in signal region
2744	>	make_kin_plot("met[4]","",70,0,350,dolog,"#slash{E}_{T} [GeV]","met",doPF,true);
2745	>
2746	>
2747	>	make_kin_plot("MetFactor","",20,0,2,nolog,"MetFactor","MetFactor",doPF,true);
2748	>
2749	>	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");
2750	>
2751	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_30to70_0j");
2752	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_30to70_1j");
2753	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_30to70_2j");
2754	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_30to70_3j");
2755	>
2756	>	DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_SF_30to70_0j");
2757	>	DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_SF_30to70_1j");
2758	>	DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_SF_30to70_2j");
2759	>	DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_SF_30to70_3j");
2760	>
2761	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_Z_0j");
2762	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_Z_1j");
2763	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_Z_2j");
2764	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_Z_3j");
2765	>
2766	>
2767	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll");
2768	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==0"),dolog,"m_{ll} [GeV]","kinSys/mll_ee");
2769	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==1"),dolog,"m_{ll} [GeV]","kinSys/mll_mm");
2770	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_osof");
2771	>
2772	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive");
2773	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive_osof");
2774	>
2775	>	DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSSF,dolog,"nJets","kinSys/nJets_ossf");
2776	>	DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSOF,dolog,"nJets","kinSys/nJets_osof");
2777	>
2778	>	DoMCSystPlot("pfJetGoodPt[0]/pfJetGoodPt[1]",45,1,10,cutnJets&&cutOSSF,dolog,"p_{T}^{J1} / p_{T}^{J2}","kinSys/j1j2ratio");
2779	>	DoMCSystPlot("TMath::Abs(pfJetDphiMet[0])",32,0,3.2,cutnJets&&cutOSSF,dolog,"|#Delta#phi(jet1,MET)|","kinSys/dphiJ1MET");
2780	>	DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSSF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_SFZP");
2781	>	DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSOF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_OFZP");
2782	>
2783	>	make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
2784	>	make_kin_plot("mll","mll>20",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
2785	>	make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
2786	>	make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
2787	>
2788	>	make_kin_plot("pfJetGoodNum40",mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
2789	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
2790	>
2791	>	make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_met100",doPF,true);
2792	>	make_kin_plot("mll","mll>20&&met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_met100",doPF,true,true);
2793	>	make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee_met100",doPF,true);
2794	>	make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm_met100",doPF,true);
2795	>
2796	>
2797	>	make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets_met100",doPF);
2798	>	make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof_met100",doPF);
2799	>
2800	>	// Further inclusive invariant mass plots
2801	>	make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
2802	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
2803	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
2804	>	make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
2805	>
2806	>	make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
2807	>	//if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
2808	>
2809	>
2810	>	// Number of jets
2811	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
2812	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
2813	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
2814	>
2815	>	// Others
2816	>	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
2817	>	//  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
2818	>	//  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
2819	>	make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
2820	>	make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
2821	>	make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
2822	>	make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
2823	>	make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
2824	>	//   stringstream jzbcut;
2825	>	//   jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
2826	>	//   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
2827	>	//   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB100",doPF,true);
2828	>	//   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB100",doPF,true);
2829	>	//   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB100",doPF,true);
2830	>	//   stringstream jzbcut2;
2831	>	//   jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
2832	>	//   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
2833	>	//   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB150",doPF,true);
2834	>	//   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB150",doPF,true);
2835	>	//   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB150",doPF,true);
2836	>	//   stringstream jzbcut3;
2837	>	//   jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
2838	>	//   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
2839	>	//   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB50",doPF,true,true);
2840	>	//   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB50",doPF,true);
2841	>	//   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB50",doPF,true);
2842	>
2843	>	//   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);
2844	>	//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);
2845	>	//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);*/
2846	>	}
2847	>
2848	>	int jzbcuts[7]={0,50,80,100,150,200,250};
2849	>	int MCorData[2]={data,mc};
2850	>
2851	>	for(int d=0;d<2;d++) {
2852	>	for(int j=0;j<7;j++) {
2853	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,jzbcuts[j],5.0,MCorData[d]); // 5.0 is the binwidth
2854	>	}
2855	>	}
2856	>
2857	>	/*
2858	>	make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
2859	>	make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
2860	>	*/
2861	>	switch_overunderflow(false);
2862		}
2863
2864		void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
2865		int nbins, float xmin, float xmax, bool log,
2866		float ymin=0, float ymax=0, bool leftJustified=false ) {
2867	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
2867	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
2868
2869		TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
2870		if(weightbackup==TCut("1.0")||weightbackup==TCut("1")) write_warning(__FUNCTION__,"WATCH OUT THE WEIGHT HAS POSSIBLY NOT BEEN RESET!!!! PLEASE CHANGE LINE "+any2string(__LINE__));
2871	<	if(var=="numVtx") cutWeight=TCut("1.0");
2871	>	//if(var=="numVtx") cutWeight=TCut("1.0");
2872		TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
2873		TCut jzbMC[]  = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
2874
2875		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
2876		int nRegions=4;
2877	<	if(!PlottingSetup::RestrictToMassPeak) {
2877	>	if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
2878		nRegions=2;
2879		}
2880
2881		string sRegions[] = { "SFZP","OFZP","SFSB","OFSB" };
2882	+	if(!RestrictToMassPeak) {
2883	+	sRegions[0]="SF";
2884	+	sRegions[1]="OF";
2885	+	}
2886		TCut kRegions[] = { cutOSSF&&cutnJets&&cutmass,     cutOSOF&&cutnJets&&cutmass,
2887		cutOSSF&&cutnJets&&sidebandcut, cutOSOF&&cutnJets&&sidebandcut };
2888
#	Line 404 | Line 2896 | void make_comp_plot( string var, string
2896		TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
2897		ccomp->SetLogy(log);
2898		TH1F *datahisto = allsamples.Draw("datahisto",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
2899	<	TH1F *lm4histo = signalsamples.Draw("lm4histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
2899	>	TH1F *lm3histo  = signalsamples.Draw("lm3histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
2900		THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],  mc,  luminosity);
2901		datahisto->SetMarkerSize(DataMarkerSize);
2902		if (ymax>ymin) datahisto->SetMaximum(ymax);
2903	<	lm4histo->SetLineStyle(2);
2903	>	lm3histo->SetLineStyle(2);
2904		datahisto->Draw("e1");
2905	<	mcstack.Draw("same");
2905	>	mcstack.Draw("histo,same");
2906		datahisto->Draw("same,e1");
2907	<	//      lm4histo->Draw("hist,same");
2907	>	lm3histo->Draw("hist,same");
2908		TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
2909		if ( leftJustified ) {
2910		Float_t w = kinleg->GetX2()-kinleg->GetX1();
2911		kinleg->SetX1(0.2);
2912		kinleg->SetX2(0.2+w);
2913		}
2914	<	//      kinleg->AddEntry(lm4histo,"LM4","l");
2914	>	kinleg->AddEntry(lm3histo,"LM3","l");
2915		kinleg->Draw();
2916		TText* write_variable = write_text(0.99,0.01,var);
2917		write_variable->SetTextAlign(31);
#	Line 428 | Line 2920 | void make_comp_plot( string var, string
2920		CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
2921		delete datahisto;
2922		delete ccomp;
2923	<	delete lm4histo;
2923	>	delete lm3histo;
2924		}
2925		cutWeight=weightbackup;
2926		}
#	Line 438 | Line 2930 | void region_comparison_plots(string mcjz
2930		dout << "Creating comparison plots for signal and control regions" << endl;
2931		// Compare a few quantities in the signal region and all 7 control regions
2932
2933	<	switch_overunderflow(true);  // switching overflow/underflow bins on
2933	>	//  switch_overunderflow(true);  // switching overflow/underflow bins on
2934
2935	<
2935	>	switch_overunderflow(true);
2936		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
2937	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
2937	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
2938		float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
2939		float mll_low=50;float mll_high=170;
2940		if(!PlottingSetup::RestrictToMassPeak) {
2941	<	mll_high=200;
2942	<	mll_low=50;
2941	>	mll_high=300;
2942	>	mll_low=20;
2943		}
2944	<	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
2945	<	make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
2946	<	make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
2944	>	make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
2945	>	make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
2946	>
2947	>	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
2948	>	make_comp_plot("met[4]","E_{T}^{miss} [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
2949	>	make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
2950	>	make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
2951		make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
2952	<	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
2952	>	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
2953		make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
2954		make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
2955	+	make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
2956	+	make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
2957		}
2958
2959		switch_overunderflow(false); // switching overflow/underflow bins off
#	Line 479 | Line 2977 | void signal_bg_comparison()
2977
2978		float simulatedlumi=luminosity;//in pb please - adjust to your likings
2979
2980	<	TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/DY"));
2981	<	TH1F *JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM4"));
2982	<	TH1F *JZBplotTtbar = allsamples.Draw("JZBplotTtbar",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("TTJets"));
2980	>	TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
2981	>	TH1F *JZBplotLM4;
2982	>	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"));
2983	>	else JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM3"));
2984	>	TH1F *JZBplotTtbar = allsamples.Draw("JZBplotTtbar",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("TT_"));
2985
2986		JZBplotTtbar->SetLineColor(allsamples.GetColor("TTJet"));
2987		JZBplotZJETs->SetFillColor(allsamples.GetColor("DY"));
#	Line 492 | Line 2992 | void signal_bg_comparison()
2992
2993		JZBplotTtbar->SetMaximum(JZBplotZJETs->GetMaximum());
2994		JZBplotTtbar->SetMinimum(0.01);
2995	<	JZBplotTtbar->SetFillColor(allsamples.GetColor("TTJets"));
2995	>	JZBplotTtbar->SetFillColor(allsamples.GetColor("TT_"));
2996		JZBplotTtbar->DrawClone("histo");
2997		JZBplotZJETs->Draw("histo,same");
2998		JZBplotTtbar->SetFillColor(0);
2999		JZBplotTtbar->DrawClone("histo,same");
3000	<	JZBplotTtbar->SetFillColor(allsamples.GetColor("TTJets"));
3000	>	JZBplotTtbar->SetFillColor(allsamples.GetColor("TT_"));
3001		JZBplotLM4->Draw("histo,same");
3002
3003
3004		TLegend *signal_bg_comparison_leg2 =  make_legend("",0.55,0.75,false);
3005		signal_bg_comparison_leg2->AddEntry(JZBplotZJETs,"Z+Jets","f");
3006		signal_bg_comparison_leg2->AddEntry(JZBplotTtbar,"t#bar{t}","f");
3007	<	signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
3007	>	if(PlottingSetup::RestrictToMassPeak) signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
3008	>	else signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM3","f");
3009		signal_bg_comparison_leg2->Draw();
3010		DrawMCPrelim(simulatedlumi);
3011		CompleteSave(can,"jzb_bg_vs_signal_distribution");
#	Line 534 | Line 3035 | void signal_bg_comparison()
3035		// Draw all plots overlaid
3036		JZBplotTtbar->SetMaximum(JZBplotZJETs->GetMaximum());
3037		JZBplotTtbar->SetMinimum(0.01);
3038	<	JZBplotTtbar->SetFillColor(allsamples.GetColor("TTJets"));
3038	>	JZBplotTtbar->SetFillColor(allsamples.GetColor("TT_"));
3039		JZBplotTtbar->DrawClone("histo");
3040		JZBplotZJETs->Draw("histo,same");
3041		JZBplotTtbar->SetFillColor(0);
3042		JZBplotTtbar->DrawClone("histo,same");
3043	<	JZBplotTtbar->SetFillColor(allsamples.GetColor("TTJets"));
3043	>	JZBplotTtbar->SetFillColor(allsamples.GetColor("TT_"));
3044
3045		JZBplotSMS1->SetLineColor(kRed+1);
3046		JZBplotSMS2->SetLineColor(kBlue+1);
#	Line 651 | Line 3152 | vector<TF1*> do_extended_fit_to_plot(TH1
3152		//      the line above is not necessary anymore as we're now looking at a prediction without Z+Jets, and not multiplied with (1.0/3)
3153		TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
3154		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
3155	<	if(PlottingSetup::RestrictToMassPeak) ttbarlogpar->SetParameter(0,1.0/3*ttbarlogpar->GetParameter(0));//correcting for the fact that we didn't multiply with (1.0/3);
3155	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) ttbarlogpar->SetParameter(0,1.0/3*ttbarlogpar->GetParameter(0));//correcting for the fact that we didn't multiply with (1.0/3);
3156
3157
3158		TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
#	Line 746 | Line 3247 | if you want to start from scratch (witho
3247		return return_functions;
3248		}
3249
3250	<	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false )
3250	>	void do_prediction_plot(TCut addcut, string Cname, string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
3251		{
3252	+
3253		bool is_data=false;
3254		bool use_signal=false;
3255		if(use_data==1) is_data=true;
3256		if(use_data==2) use_signal=true;
3257	<	int nbins=50;//100;
3258	<	if(is_data) nbins=50;
3257	>	int nbins=int(high/10);//100;
3258	>	if(is_data) nbins=int(high/10);
3259		float low=0;
3260	<	float hi=500;
3260	>	float hi=high;
3261	>
3262	>	stringstream cutpositiveS;
3263	>	cutpositiveS << "(" << jzb << ">0)";
3264	>	TCut cutpositive(cutpositiveS.str().c_str());
3265	>	stringstream cutnegativeS;
3266	>	cutnegativeS << "(" << jzb << "<0)";
3267	>	TCut cutnegative(cutnegativeS.str().c_str());
3268	>
3269	>
3270		TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
3271	<	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3272	<	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3273	<	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3274	<	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3271	>	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3272	>	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3273	>	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3274	>	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3275	>
3276		blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
3277		blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
3278		blankback->GetXaxis()->CenterTitle();
#	Line 774 | Line 3286 | void do_prediction_plot(string jzb, TCan
3286
3287		TH1F *RcorrJZBeemmNoS;
3288
3289	<	//these are for the ratio
3290	<	TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3291	<	TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3292	<	TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3293	<	TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3289	>	//these are for the ratio
3290	>	TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3291	>	TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3292	>	TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3293	>	TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3294
3295		TH1F *JRcorrJZBSBem;
3296		TH1F *JLcorrJZBSBem;
3297		TH1F *JRcorrJZBSBeemm;
3298		TH1F *JLcorrJZBSBeemm;
3299
3300	<	if(use_data==2 || overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,false);
3300	>	if(use_data==2 || overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,false);
3301
3302
3303	<	if(PlottingSetup::RestrictToMassPeak) {
3304	<	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3305	<	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3306	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3307	<	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3308	<
3303	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3304	>	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3305	>	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3306	>	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3307	>	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3308	>
3309		//these are for the ratio
3310	<	JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3311	<	JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3312	<	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3313	<	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
802	<
3310	>	JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3311	>	JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3312	>	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3313	>	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3314		}
3315
3316		TH1F *lm4RcorrJZBeemm;
3317	<	if(overlay_signal || use_data == 2 ) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,allsamples.FindSample("LM4"));
3317	>	if(overlay_signal || use_data == 2 || use_data == 1) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,allsamples.FindSample("LM"));
3318
3319		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
3320
#	Line 812 | Line 3323 | void do_prediction_plot(string jzb, TCan
3323
3324		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3325		TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
3326	<	if(PlottingSetup::RestrictToMassPeak) {
3326	>
3327	>	TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
3328	>	ClearHisto(BpredSys);
3329	>
3330	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3331		Bpred->Add(RcorrJZBem,1.0/3.);
3332		Bpred->Add(LcorrJZBem,-1.0/3.);
3333		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 834 | Line 3349 | void do_prediction_plot(string jzb, TCan
3349		JBpred->Add(JLcorrJZBSBem,-1.0/3.);
3350		JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
3351		JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
3352	+
3353	+	//Systematics:
3354	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertONPEAK*zjetsestimateuncertONPEAK);
3355	+	AddSquared(BpredSys,JRcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
3356	+	AddSquared(BpredSys,JLcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
3357	+	AddSquared(BpredSys,JRcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
3358	+	AddSquared(BpredSys,JLcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
3359	+	AddSquared(BpredSys,JRcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
3360	+	AddSquared(BpredSys,JLcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
3361		} else {
3362		Bpred->Add(RcorrJZBem,1.0);
3363		Bpred->Add(LcorrJZBem,-1.0);
#	Line 843 | Line 3367 | void do_prediction_plot(string jzb, TCan
3367		//these are for the ratio
3368		JBpred->Add(JRcorrJZBem,1.0);
3369		JBpred->Add(JLcorrJZBem,-1.0);
3370	+
3371	+	//Systematics
3372	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertOFFPEAK*zjetsestimateuncertOFFPEAK);
3373	+	AddSquared(BpredSys,JRcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
3374	+	AddSquared(BpredSys,JLcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
3375	+
3376		}
3377
3378	<
3379	<
3378	>	SQRT(BpredSys);
3379	>	BpredSys->Divide(JBpred);
3380	>
3381		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
3382		TH1F *Tpred = (TH1F*)RcorrJZBem->Clone("Bpred");
3383		Tpred->Add(LcorrJZBem,-1.0);
3384	<	if(PlottingSetup::RestrictToMassPeak) {
3384	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3385		Tpred->Add(RcorrJZBSBem,1.0);
3386		Tpred->Add(LcorrJZBSBem,-1.0);
3387		Tpred->Add(RcorrJZBSBeemm,1.0);
#	Line 890 | Line 3421 | void do_prediction_plot(string jzb, TCan
3421		blankback->Draw();
3422		if(use_data==1)
3423		{
3424	+	//Bpred->SetLineWidth(3); //paper style.overruled.
3425	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style.overruled.
3426		analytical_function = do_extended_fit_to_plot(Bpred,Tpred,LcorrJZBeemm,LcorrJZBem,is_data);
3427		kinpad->cd();//necessary because the extended fit function creates its own canvas
3428		RcorrJZBeemm->Draw("e1x0,same");
3429
3430		Bpred->Draw("hist,same");
3431	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
3431	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
3432		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
3433	+	//lm4RcorrJZBeemm->Draw("hist,same");
3434		legBpred->AddEntry(RcorrJZBeemm,"observed","p");
3435		legBpred->AddEntry(Bpred,"predicted","l");
3436	<	legBpred->AddEntry(analytical_function[1],"predicted fit","l");
3437	<	legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
3438	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3436	>	//    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
3437	>	//    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
3438	>	//     legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
3439		legBpred->Draw();
3440		DrawPrelim();
3441
3442		//this plot shows what the prediction is composed of
3443	<	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
3444	<	specialcanv->SetLogy(1);
3445	<	Zjetspred->SetFillColor(kYellow);
3446	<	Zjetspred->SetLineColor(kYellow);
3447	<	TTbarpred->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
3448	<	TTbarpred->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
3443	>	TPad *predcomppad = new TPad("predcomppad","predcomppad",0,0,1,1);
3444	>	float CurrentBpredLineWidth=Bpred->GetLineWidth();
3445	>	Bpred->SetLineWidth(2);
3446	>	predcomppad->cd();
3447	>	predcomppad->SetLogy(1);
3448	>	TH1F *jzbnegative = (TH1F*)LcorrJZBeemm->Clone("jzbnegative");
3449	>	TH1F *sidebandsemu = (TH1F*)Bpred->Clone("sidebandsemu");
3450	>	sidebandsemu->Add(jzbnegative,-1);
3451	>
3452	>	jzbnegative->SetFillColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
3453	>	jzbnegative->SetLineColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
3454	>	sidebandsemu->SetLineColor(allsamples.GetColor((allsamples.FindSample("TT_"))[0]));
3455	>	sidebandsemu->SetFillColor(allsamples.GetColor((allsamples.FindSample("TT_"))[0]));
3456	>
3457		THStack predcomposition("predcomposition","prediction composition");
3458	<	predcomposition.Add(TTbarpred);
3459	<	predcomposition.Add(Zjetspred);
3458	>	predcomposition.Add(sidebandsemu);
3459	>	predcomposition.Add(jzbnegative);
3460		blankback->Draw();
3461		RcorrJZBeemm->Draw("e1x0,same");
3462		predcomposition.Draw("histo,same");//
3463		Bpred->Draw("hist,same");
3464	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
3464	>	//    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
3465		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
3466	<	legBpred->Draw();
3466	>	//    lm4RcorrJZBeemm->SetLineColor(kOrange+1);
3467	>	lm4RcorrJZBeemm->SetLineWidth(2);
3468	>	//lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
3469	>	//     lm4RcorrJZBeemm->Draw("histo,same");
3470		DrawPrelim();
3471	<	TLegend *specialleg = new TLegend(0.6,0.4,0.89,0.55);
3472	<	specialleg->SetFillColor(kWhite);specialleg->SetLineColor(kWhite);
3473	<	specialleg->AddEntry(Zjetspred,"Z+Jets prediction","f");
3474	<	specialleg->AddEntry(TTbarpred,"t#bar{t} prediction","f");
3475	<	specialleg->Draw("same");
3476	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionComposition");
3477	<
3478	<	THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
3471	>	TLegend *speciallegBpred = make_legend("",0.45,0.55);
3472	>	//TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
3473	>	speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
3474	>	speciallegBpred->AddEntry(Bpred,"Total background","l");
3475	>	speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
3476	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
3477	>	else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
3478	>	//    speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
3479	>	//     speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3480	>	speciallegBpred->Draw();
3481	>	Save_With_Ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition"+Cname,true,true,"data/pred",BpredSys);
3482	>	delete predcomppad;
3483	>
3484	>	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
3485	>	specialcanv->SetLogy(1);
3486	>	//    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
3487		blankback->Draw();
3488	<	kostack.Draw("same");
3488	>	//    kostack.Draw("same");
3489	>	predcomposition.Draw("hist");
3490		Bpred->Draw("hist,same");
3491	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
3491	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
3492		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
3493		legBpred->Draw();
3494		DrawPrelim();
3495	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionCompositioninMC");
3495	>	CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
3496	>	Bpred->SetLineWidth((int)CurrentBpredLineWidth);
3497	>
3498
3499	<	delete specialcanv;
3500	<	delete specialleg;
3499	>	//for(int i=1;i<=Bpred->GetNbinsX();i++) cout << Bpred->GetBinLowEdge(i) << ";" << Bpred->GetBinLowEdge(i)+Bpred->GetBinWidth(i) << ";;" << RcorrJZBeemm->GetBinContent(i) << ";" << LcorrJZBeemm->GetBinContent(i) << ";" << RcorrJZBem->GetBinContent(i) << ";" << LcorrJZBem->GetBinContent(i) << endl;
3500	>
3501	>	delete speciallegBpred;
3502		delete Zjetspred;
3503		delete TTbarpred;
3504
#	Line 949 | Line 3506 | void do_prediction_plot(string jzb, TCan
3506		}
3507		if(use_data==0) {
3508		RcorrJZBeemm->Draw("e1x0,same");
3509	+	//Bpred->SetLineWidth(3); // paper style. overruled.
3510		Bpred->Draw("hist,same");
3511		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
3512	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
3513	<	legBpred->AddEntry(Bpred,"MC predicted","l");
3512	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
3513	>	legBpred->AddEntry(Bpred,"MC predicted","l");
3514		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
3515		if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
3516	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3516	>	//     if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3517		legBpred->Draw();
3518		DrawMCPrelim();
3519		Bpredsaveas="Bpred_MC";
#	Line 963 | Line 3521 | void do_prediction_plot(string jzb, TCan
3521		}
3522		if(use_data==2) {
3523		RcorrJZBeemm->Draw("e1x0,same");
3524	+	//Bpred->SetLineWidth(3); // paper style. overruled.
3525		Bpred->Draw("hist,same");
3526		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
3527	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
3527	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
3528		legBpred->AddEntry(Bpred,"MC predicted","l");
3529	<	legBpred2->AddEntry(RcorrJZBeemm,"MC observed","p");
3529	>	legBpred2->AddEntry(RcorrJZBeemm,"MC true","p");
3530		legBpred2->AddEntry(Bpred,"MC predicted","l");
3531		{
3532		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18 --> now only allowed for root >=v5.30
#	Line 978 | Line 3537 | void do_prediction_plot(string jzb, TCan
3537		//      CompleteSave(globalcanvas,"Bpred_MCwithS"); // done below in save_with_ratio
3538		}
3539		{
3540	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style. overruled.
3541	+	//RcorrJZBeemmNoS->SetLineWidth(3); //paper style. overruled.
3542	+	//lm4RcorrJZBeemm->SetLineStyle(2); //paper style. overruled.
3543	+	//RcorrJZBeemmNoS->SetLineStyle(3); //paper style. overruled.
3544	+	//lm4RcorrJZBeemm->SetLineColor(kOrange+1); //paper style. overruled.
3545	+
3546		RcorrJZBeemmNoS->SetLineStyle(2);
3547		legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
3548		legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
#	Line 993 | Line 3558 | void do_prediction_plot(string jzb, TCan
3558		}
3559
3560
3561	+	Bpredsaveas+="_"+Cname+"_";
3562		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
3563		string ytitle("ratio");
3564		if ( use_data==1 ) ytitle = "data/pred";
3565	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
3566	<
3565	>	//save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
3566	>	Save_With_Ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
3567
3568	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1003	<	/// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1004	<	if(!PlottingSetup::RestrictToMassPeak) return;
1005	<	TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
1006	<	Bpredem->Add(RcorrJZBem);
1007	<	Bpredem->Add(LcorrJZBem,-1);
1008	<	TH1F *BpredSBem = (TH1F*)LcorrJZBeemm->Clone("BpredSBem");
1009	<	BpredSBem->Add(RcorrJZBSBem);
1010	<	Bpred->Add(LcorrJZBSBem,-1);
1011	<	TH1F *BpredSBeemm = (TH1F*)LcorrJZBeemm->Clone("BpredSBeemm");
1012	<	BpredSBeemm->Add(RcorrJZBSBeemm);
1013	<	BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1014	<	globalcanvas->cd();
1015	<	globalcanvas->SetLogy(1);
3568	>	delete kinpad;
3569
1017	–	RcorrJZBeemm->SetMarkerStyle(20);
1018	–	RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1019	–	blankback->Draw();
1020	–	RcorrJZBeemm->Draw("e1x0,same");
1021	–	RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1022	–
1023	–	Bpredem->SetLineColor(kRed+1);
1024	–	Bpredem->SetStats(0);
1025	–	Bpredem->Draw("hist,same");
1026	–
1027	–	BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1028	–	BpredSBem->SetLineStyle(2);
1029	–	BpredSBem->Draw("hist,same");
1030	–
1031	–	BpredSBeemm->SetLineColor(kBlue+1);
1032	–	BpredSBeemm->SetLineStyle(3);
1033	–	BpredSBeemm->Draw("hist,same");
1034	–	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
3570
3571	<	TLegend *legBpredc = make_legend("",0.6,0.55);
3572	<	if(use_data==1)
3573	<	{
3574	<	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
3575	<	legBpredc->AddEntry(Bpredem,"OFZP","l");
3576	<	legBpredc->AddEntry(BpredSBem,"OFSB","l");
3577	<	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
3578	<	legBpredc->Draw();
3579	<	CompleteSave(globalcanvas,"Bpred_Data_comparison");
3580	<	}
3581	<	if(use_data==0) {
3582	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
3583	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
3584	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
3585	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
3586	<	legBpredc->Draw();
3587	<	CompleteSave(globalcanvas,"Bpred_MC_comparison");
3588	<	}
3589	<	if(use_data==2) {
3590	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
3591	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
3592	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
3593	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
3594	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3595	<	legBpredc->Draw();
3596	<	CompleteSave(globalcanvas,"Bpred_MCwithS_comparison");
3571	>
3572	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
3573	>	// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
3574	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3575	>	TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
3576	>	Bpredem->Add(RcorrJZBem);
3577	>	Bpredem->Add(LcorrJZBem,-1);
3578	>	TH1F *BpredSBem = (TH1F*)LcorrJZBeemm->Clone("BpredSBem");
3579	>	BpredSBem->Add(RcorrJZBSBem);
3580	>	Bpred->Add(LcorrJZBSBem,-1);
3581	>	TH1F *BpredSBeemm = (TH1F*)LcorrJZBeemm->Clone("BpredSBeemm");
3582	>	BpredSBeemm->Add(RcorrJZBSBeemm);
3583	>	BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
3584	>	globalcanvas->cd();
3585	>	globalcanvas->SetLogy(1);
3586	>
3587	>	RcorrJZBeemm->SetMarkerStyle(20);
3588	>	RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
3589	>	blankback->Draw();
3590	>	RcorrJZBeemm->Draw("e1x0,same");
3591	>	RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
3592	>
3593	>	Bpredem->SetLineColor(kRed+1);
3594	>	Bpredem->SetStats(0);
3595	>	Bpredem->Draw("hist,same");
3596	>
3597	>	BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
3598	>	BpredSBem->SetLineStyle(2);
3599	>	BpredSBem->Draw("hist,same");
3600	>
3601	>	BpredSBeemm->SetLineColor(kBlue+1);
3602	>	BpredSBeemm->SetLineStyle(3);
3603	>	BpredSBeemm->Draw("hist,same");
3604	>	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
3605	>
3606	>	TLegend *legBpredc = make_legend("",0.6,0.55);
3607	>	if(use_data==1)
3608	>	{
3609	>	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
3610	>	if(RestrictToMassPeak) {
3611	>	legBpredc->AddEntry(Bpredem,"OFZP","l");
3612	>	legBpredc->AddEntry(BpredSBem,"OFSB","l");
3613	>	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
3614	>	} else legBpredc->AddEntry(Bpredem,"OF","l");
3615	>
3616	>
3617	>	legBpredc->Draw();
3618	>	CompleteSave(globalcanvas,subdir+"Bpred_Data_comparison");
3619	>	}
3620	>	if(use_data==0) {
3621	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
3622	>	if(RestrictToMassPeak) {
3623	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
3624	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
3625	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
3626	>	} else legBpredc->AddEntry(Bpredem,"MC OF","l");
3627	>
3628	>	legBpredc->Draw();
3629	>	CompleteSave(globalcanvas,subdir+"Bpred_MC_comparison");
3630	>	}
3631	>	if(use_data==2) {
3632	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
3633	>	if(RestrictToMassPeak) {
3634	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
3635	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
3636	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
3637	>	} else {
3638	>	legBpredc->AddEntry(Bpredem,"MC OF","l");
3639	>	}
3640	>	//       if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3641	>	legBpredc->Draw();
3642	>	CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
3643	>	}
3644		}
3645	+
3646		delete RcorrJZBeemm;
3647		delete LcorrJZBeemm;
3648		delete RcorrJZBem;
#	Line 1072 | Line 3655 | void do_prediction_plot(string jzb, TCan
3655
3656		delete blankback;
3657
3658	<	if(PlottingSetup::RestrictToMassPeak) {
3658	>	delete BpredSys;
3659	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3660		delete RcorrJZBSBem;
3661		delete LcorrJZBSBem;
3662		delete RcorrJZBSBeemm;
#	Line 1087 | Line 3671 | void do_prediction_plot(string jzb, TCan
3671		}
3672
3673		void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
3674	<	TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
1091	<	do_prediction_plot(datajzb,globalcanvas,DataSigma,jzbHigh ,data,overlay_signal);
1092	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mc,overlay_signal);
1093	<	do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mcwithsignal,overlay_signal);
1094	<	}
1095	<
1096	<	void do_ratio_plot(int is_data,vector<float> binning, string jzb, TCanvas *can, float high=-9999) {
1097	<	bool do_data=0;
1098	<	bool dosignal=0;
1099	<	if(is_data==1) do_data=1;
1100	<	if(is_data==2) dosignal=1;
1101	<	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1102	<	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1103	<	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1104	<	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
3674	>	switch_overunderflow(true);
3675
3676	<	TH1F *RcorrJZBSBem;
3677	<	TH1F *LcorrJZBSBem;
1108	<	TH1F *RcorrJZBSBeemm;
1109	<	TH1F *LcorrJZBSbeemm;
3676	>	TCut cuts[3] = {TCut("mll>0"),Restrmasscut,TCut("mll>20&&mll<70")};
3677	>	string cutnames[3] = {"NoMassCut","ZWindow","LowMassRegion2070"};
3678
3679	<	if(PlottingSetup::RestrictToMassPeak) {
3680	<	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
3681	<	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
3682	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
3683	<	LcorrJZBSbeemm = allsamples.Draw("LcorrJZBSbeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
3684	<	}
3685	<
3686	<
3687	<
1120	<
1121	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1122	<	TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
1123	<	if(PlottingSetup::RestrictToMassPeak) {
1124	<	Bpred->Add(RcorrJZBem,1.0/3);
1125	<	Bpred->Add(LcorrJZBem,-1.0/3);
1126	<	Bpred->Add(RcorrJZBSBem,1.0/3);
1127	<	Bpred->Add(LcorrJZBSBem,-1.0/3);
1128	<	Bpred->Add(RcorrJZBSBeemm,1.0/3);
1129	<	Bpred->Add(LcorrJZBSbeemm,-1.0/3);
1130	<	} else {
1131	<	Bpred->Add(RcorrJZBem,1.0);
1132	<	Bpred->Add(LcorrJZBem,-1.0);
3679	>	TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
3680	>	for(int i=0;i<3;i++) {
3681	>	do_prediction_plot(cuts[i],cutnames[i],datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
3682	>	if ( !PlottingSetup::Approved ) {
3683	>	do_prediction_plot(cuts[i],cutnames[i],mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
3684	>	do_prediction_plot(cuts[i],cutnames[i],mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
3685	>	} else {
3686	>	write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
3687	>	}
3688		}
1134	–
1135	–	can->cd();
1136	–	can->SetLogy(0);
1137	–	Bpred->SetLineColor(kRed);
1138	–	Bpred->SetStats(0);
1139	–	if(high>0) Bpred->GetXaxis()->SetRangeUser(0,high);
1140	–	TH1F *JZBratioforfitting=(TH1F*)RcorrJZBeemm->Clone("JZBratioforfitting");
1141	–	JZBratioforfitting->Divide(Bpred);
1142	–	TGraphAsymmErrors *JZBratio = histRatio(RcorrJZBeemm,Bpred,is_data,binning,false);
1143	–
1144	–
1145	–	JZBratio->SetTitle("");
1146	–	JZBratio->GetYaxis()->SetRangeUser(0.0,9.0);
1147	–	//  if(is_data==1) JZBratio->GetXaxis()->SetRangeUser(0,jzbHigh );
1148	–
1149	–	TF1 *pol0 = new TF1("pol0","[0]",0,1000);
1150	–	TF1 *pol0d = new TF1("pol0","[0]",0,1000);
1151	–	//  straightline_fit->SetParameter(0,1);
1152	–	JZBratioforfitting->Fit(pol0,"Q0R","",0,30);
1153	–	pol0d->SetParameter(0,pol0->GetParameter(0));
1154	–
1155	–	JZBratio->GetYaxis()->SetTitle("Observed/Predicted");
1156	–	JZBratio->GetXaxis()->SetTitle("JZB [GeV]");
1157	–	if ( high>0 ) JZBratio->GetXaxis()->SetRangeUser(0.0,high);
1158	–	JZBratio->GetYaxis()->SetNdivisions(519);
1159	–	JZBratio->GetYaxis()->SetRangeUser(0.0,4.0);
1160	–	JZBratio->GetYaxis()->CenterTitle();
1161	–	JZBratio->GetXaxis()->CenterTitle();
1162	–	JZBratio->SetMarkerSize(DataMarkerSize);
1163	–	JZBratio->Draw("AP");
1164	–	/////----------------------------
1165	–	TPaveText *writeresult = new TPaveText(0.15,0.78,0.49,0.91,"blNDC");
1166	–	writeresult->SetFillStyle(4000);
1167	–	writeresult->SetFillColor(kWhite);
1168	–	writeresult->SetTextFont(42);
1169	–	writeresult->SetTextSize(0.03);
1170	–	writeresult->SetTextAlign(12);
1171	–	ostringstream jzb_agreement_data_text;
1172	–	jzb_agreement_data_text<< setprecision(2) << "mean =" << pol0->GetParameter(0) << " #pm " << setprecision(1) <<  pol0->GetParError(0);
1173	–	if(is_data==1) fitresultconstdata=pol0->GetParameter(0);// data
1174	–	if(is_data==0) fitresultconstmc=pol0->GetParameter(0); // monte carlo, no signal
1175	–	/*  if(is_data) writeresult->AddText("Data closure test");
1176	–	else writeresult->AddText("MC closure test");
1177	–	*/
1178	–	writeresult->AddText(jzb_agreement_data_text.str().c_str());
1179	–	//  writeresult->Draw("same");
1180	–	//  pol0d->Draw("same");
1181	–	TF1 *topline =  new TF1("","1.5",0,1000);
1182	–	TF1 *bottomline =  new TF1("","0.5",0,1000);
1183	–	topline->SetLineColor(kBlue);
1184	–	topline->SetLineStyle(2);
1185	–	bottomline->SetLineColor(kBlue);
1186	–	bottomline->SetLineStyle(2);
1187	–	//  topline->Draw("same");
1188	–	//  bottomline->Draw("same");
1189	–	TF1 *oneline = new TF1("","1.0",0,1000);
1190	–	oneline->SetLineColor(kBlue);
1191	–	oneline->SetLineStyle(1);
1192	–	oneline->Draw("same");
1193	–	TLegend *phony_leg = make_legend("ratio",0.6,0.55,false);//this line is just to have the default CMS Preliminary (...) on the canvas as well.
1194	–	if(is_data==1) DrawPrelim();
1195	–	else DrawMCPrelim();
1196	–	TLegend *leg = new TLegend(0.55,0.75,0.89,0.89);
1197	–	leg->SetTextFont(42);
1198	–	leg->SetTextSize(0.04);
1199	–	//   if(is_data==1) leg->SetHeader("Ratio (data)");
1200	–	//   else leg->SetHeader("Ratio (MC)");
1201	–
1202	–	TString MCtitle("MC ");
1203	–	if (is_data==1) MCtitle = "";
1204	–
1205	–	leg->SetFillStyle(4000);
1206	–	leg->SetFillColor(kWhite);
1207	–	leg->SetTextFont(42);
1208	–	//  leg->AddEntry(topline,"+20\% sys envelope","l");
1209	–	leg->AddEntry(JZBratio,MCtitle+"obs / "+MCtitle+"pred","p");
1210	–	leg->AddEntry(oneline,"ratio = 1","l");
1211	–	//  leg->AddEntry(pol0d,"fit in [0,30] GeV","l");
1212	–	//  leg->AddEntry(bottomline,"#pm50% envelope","l");
1213	–
1214	–
1215	–	//leg->Draw("same"); // no longer drawing legend
1216	–
1217	–	if(is_data==1) CompleteSave(can, "jzb_ratio_data");
1218	–	if(is_data==0) CompleteSave(can, "jzb_ratio_mc");
1219	–	if(is_data==2) CompleteSave(can, "jzb_ratio_mc_BandS");//special case, MC with signal!
1220	–
1221	–	delete RcorrJZBeemm;
1222	–	delete LcorrJZBeemm;
1223	–	delete RcorrJZBem;
1224	–	delete LcorrJZBem;
3689
3690	<	delete RcorrJZBSBem;
3691	<	delete LcorrJZBSBem;
1228	<	delete RcorrJZBSBeemm;
1229	<	delete LcorrJZBSbeemm;
1230	<	}
1231	<
1232	<	void do_ratio_plots(string mcjzb,string datajzb,vector<float> ratio_binning) {
1233	<	TCanvas *globalc = new TCanvas("globalc","Ratio Plot Canvas");
1234	<	globalc->SetLogy(0);
1235	<
1236	<	do_ratio_plot(mc,ratio_binning,mcjzb,globalc, jzbHigh  );
1237	<	do_ratio_plot(data,ratio_binning,datajzb,globalc, jzbHigh  );
1238	<	do_ratio_plot(mcwithsignal,ratio_binning,mcjzb,globalc, jzbHigh  );
3690	>	delete globalcanvas;
3691	>	switch_overunderflow(false);
3692		}
3693
3694		string give_jzb_expression(float peak, int type) {
#	Line 1258 | Line 3711 | void lepton_comparison_plots() {
3711		Float_t ymin = 1.e-5, ymax = 0.25;
3712		TCanvas *can = new TCanvas("can","Lepton Comparison Canvas");
3713		can->SetLogy(1);
3714	<	TH1F *eemc = allsamples.Draw("eemc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("/DY"));
3715	<	TH1F *mmmc = allsamples.Draw("mmmc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("/DY"));
3714	>	TH1F *eemc = allsamples.Draw("eemc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("DYJetsToLL"));
3715	>	TH1F *mmmc = allsamples.Draw("mmmc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("DYJetsToLL"));
3716		eemc->SetLineColor(kBlue);
3717		mmmc->SetLineColor(kRed);
3718		eemc->SetMinimum(0.1);
#	Line 1322 | Line 3775 | void lepton_comparison_plots() {
3775		eemmlegend->AddEntry(jmmd,"#mu#mu","l");
3776		eemmlegend->Draw();
3777		DrawPrelim();
3778	<	save_with_ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
3778	>	Save_With_Ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
3779
3780	<	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"));
3781	<	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"));
3782	<	TH1F *zjeemmd = allsamples.Draw("zjeemmd",jzbvariablemc,int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,            mc,  luminosity,allsamples.FindSample("/DY"));
3780	>	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"));
3781	>	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"));
3782	>	TH1F *zjeemmd = allsamples.Draw("zjeemmd",jzbvariablemc,int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,            mc,  luminosity,allsamples.FindSample("DYJetsToLL"));
3783		dout << "Z+Jets ee : " << zjeed->GetMean() << "+/-" << zjeed->GetMeanError() << endl;
3784		dout << "Z+Jets ee : " << zjmmd->GetMean() << "+/-" << zjmmd->GetMeanError() << endl;
3785		dout << "Z+Jets eemd : " << zjeemmd->GetMean() << "+/-" << zjeemmd->GetMeanError() << endl;
#	Line 1423 | Line 3876 | void draw_pure_jzb_histo(TCut cut,string
3876		datahisto->SetMinimum(0.1);
3877		datahisto->SetMarkerSize(DataMarkerSize);
3878		datahisto->Draw("e1");
3879	<	mcstack.Draw("same");
3879	>	mcstack.Draw("histo,same");
3880		datahisto->Draw("same,e1");
3881
3882		TLegend *leg;
3883	<	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
3884	<	else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
3885	<	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
3886	<	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
3887	<	else {
3888	<	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
3889	<	exit(-1);
3890	<	}
3883	>	if (!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
3884	>	if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
3885	>	else leg = allsamples.allbglegend("Same flavor",datahisto);
3886	>	} else {
3887	>	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
3888	>	else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
3889	>	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
3890	>	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
3891	>	else {
3892	>	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
3893	>	exit(-1);
3894	>	}
3895	>	}
3896		leg->Draw();
3897		string write_cut = decipher_cut(cut,"");
3898		TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
3899		writeline1->SetTextSize(0.035);
3900		writeline1->Draw();
3901	<	save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
3901	>	if(!Contains(savename,"Dibosons")) Save_With_Ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
3902	>	else Save_With_Ratio(datahisto,mcstack,jzbpad->cd(),savename);
3903		TPad *jzbpad2 = new TPad("jzbpad2","jzbpad2",0,0,1,1);
3904		jzbpad2->cd();
3905		jzbpad2->SetLogy(1);
#	Line 1448 | Line 3907 | void draw_pure_jzb_histo(TCut cut,string
3907		datahisto->SetMinimum(0.1);
3908		datahisto->SetMarkerSize(DataMarkerSize);
3909		datahisto->Draw("e1");
3910	<	mcstack.Draw("same");
3910	>	mcstack.Draw("histo,same");
3911		datahisto->Draw("same,e1");
3912		leg->SetHeader("");
3913		leg->Draw();
3914		writeline1->SetTextSize(0.035);
3915		writeline1->Draw();
3916		DrawPrelim();
3917	<	save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
3917	>	if(!Contains(savename,"Dibosons")) Save_With_Ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
3918	>	else Save_With_Ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
3919		datahisto->Delete();
3920		mcstack.Delete();
3921		}
#	Line 1463 | Line 3923 | void draw_pure_jzb_histo(TCut cut,string
3923		Double_t GausR(Double_t *x, Double_t *par) {
3924		return gRandom->Gaus(x[0],par[0]);
3925		}
3926	+
3927	+	void produce_stretched_jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
3928	+	TCanvas *dican = new TCanvas("dican","JZB Plots Canvas");
3929	+	float max=jzbHigh ;
3930	+	float min=-120;
3931	+	int nbins=(int)((max-min)/5.0); // we want 5 GeV/bin
3932	+	int coarserbins=int(nbins/2.0);
3933	+	int rebinnedbins=int(nbins/4.0);
3934	+
3935	+	vector<float>binning;vector<float>coarse_binning;vector<float>coarsest_binning;
3936	+	for(int i=0;i<=nbins;i++)binning.push_back(min+i*(max-min)/((float)nbins));
3937	+	for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
3938	+	for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
3939	+
3940	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP",dican,binning);
3941	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP",dican,binning);
3942	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_SFZP",dican,binning);
3943	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
3944	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
3945	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
3946	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
3947	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
3948	+
3949	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
3950	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
3951	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
3952	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
3953	+
3954	+	delete dican;
3955	+	}
3956	+
3957	+
3958	+	void diboson_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
3959	+	switch_overunderflow(true);
3960	+	vector<int> SamplesToBeModified = allsamples.FindSampleBySampleName("WW/WZ/ZZ");
3961	+
3962	+	if(SamplesToBeModified.size()==0 || SamplesToBeModified[0]==-1) {
3963	+	write_error(__FUNCTION__,"Could not find any diboson samples - aborting diboson plots");
3964	+	return;
3965	+	}
3966	+
3967	+	float stretchfactor = 100.0;
3968	+	vector<string> labels;
3969	+
3970	+
3971	+	dout << "Going to increase the cross section for diboson samples ... " << endl;
3972	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
3973	+	float origxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
3974	+	(allsamples.collection)[SamplesToBeModified[i]].xs=origxs*stretchfactor;
3975	+	dout << "     Increased xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].filename << " from " << origxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ")" << endl;
3976	+	labels.push_back((allsamples.collection)[SamplesToBeModified[i]].samplename);
3977	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=any2string(int(stretchfactor))+" x "+(allsamples.collection)[SamplesToBeModified[i]].samplename;
3978	+	dout << "         (also renamed it to " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " )" << endl;
3979	+	}
3980	+
3981	+	dout << "Going to produce JZB plots" << endl;
3982	+	produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
3983	+	TCanvas *gloca = new TCanvas("gloca","gloca");
3984	+
3985	+	dout << "Going to produce prediction plots" << endl;
3986	+	do_prediction_plot(TCut("mll>0"),"",mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
3987	+	do_prediction_plot(TCut("mll>0"),"",mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
3988	+	delete gloca;
3989	+
3990	+	dout << "Going to reset the cross section for diboson samples ... " << endl;
3991	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
3992	+	float Upxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
3993	+	(allsamples.collection)[SamplesToBeModified[i]].xs=(allsamples.collection)[SamplesToBeModified[i]].xs*(1.0/stretchfactor);
3994	+	string Upname=(allsamples.collection)[SamplesToBeModified[i]].samplename;
3995	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=labels[i];
3996	+	dout << "     Reset xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " from " << Upxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ") and reset the correct name (from " << Upname << ")" << endl;
3997	+
3998	+	}
3999	+	//   switch_overunderflow(false);
4000	+	}
4001	+
4002	+
4003	+	void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
4004	+	TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
4005	+	jzbpad->cd();
4006	+	jzbpad->SetLogy(1);
4007	+	string xlabel="JZB [GeV]";
4008	+
4009	+	TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
4010	+	datahisto1->SetLineColor(kRed);
4011	+	datahisto1->SetMarkerColor(kRed);
4012	+	TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
4013	+	datahisto2->SetLineColor(kBlue);
4014	+	datahisto2->SetMarkerColor(kBlue);
4015	+
4016	+	datahisto2->SetMarkerSize(DataMarkerSize);
4017	+	datahisto1->DrawNormalized("e1");
4018	+	datahisto2->DrawNormalized("histo,same");
4019	+	datahisto1->DrawNormalized("same,e1");
4020	+
4021	+	TLegend *leg = make_legend();
4022	+	leg->AddEntry(datahisto1,legentry1.c_str());
4023	+	leg->AddEntry(datahisto2,legentry2.c_str());
4024	+	leg->Draw();
4025
4026	+	Save_With_Ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
4027	+
4028	+	datahisto1->Delete();
4029	+	datahisto2->Delete();
4030	+	}
4031	+
4032	+
4033		void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
4034	+	switch_overunderflow(true);
4035		TCanvas *can = new TCanvas("can","JZB Plots Canvas");
4036		float max=jzbHigh ;
4037		float min=-120;
#	Line 1477 | Line 4044 | void jzb_plots(string mcjzb, string data
4044		for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
4045		for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
4046
4047	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
4048	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
4049	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
4050	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
4051	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
4052	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
4053	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
4054	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
4055	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
4047	>	if ( !PlottingSetup::Approved ) {
4048	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
4049	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
4050	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
4051	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
4052	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
4053	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
4054	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
4055	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
4056	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
4057	>	draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm",can,binning);
4058	>	draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm_coarse",can,coarse_binning);
4059	>	draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm_coarsest",can,coarsest_binning);
4060	>
4061	>	}
4062
4063		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
4064	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
4065	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
4066	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
4067	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
4068	<
4069	<	//  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarsest",can,coarsest_binning);
4070	<	//  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarsest",can,coarsest_binning);
4071	<	//  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1499	<	//  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarsest",can,coarsest_binning);
1500	<	//  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarsest",can,coarsest_binning);
4064	>	if ( !PlottingSetup::Approved ) {
4065	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
4066	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
4067	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
4068	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
4069	>	}
4070	>	delete can;
4071	>	switch_overunderflow(false);
4072		}
4073
4074
#	Line 1541 | Line 4112 | string jzb_tex_command(string region, st
4112		//  \SFZPJZBPOS
4113		//  Sample &  \OFZPJZBPOS  & \OFZPJZBNEG &  \SFZPJZBPOS & \SFZPJZBNEG & \OFSBJZBPOS  & \OFSBJZBNEG  & \SFSBJZBPOS  & \SFSBJZBNEG  \\\hline
4114
4115	+
4116	+	void compute_Improved_MC_yields(string mcjzb,vector<float> jzb_cuts) {
4117	+	dout << "Calculating background yields in MC:" << endl;
4118	+
4119	+	TCanvas *yica = new TCanvas("yica","yield canvas");
4120	+
4121	+	int nRegions=2;
4122	+	if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
4123	+	string tsRegions[] = {"SFZP","OFZP"};
4124	+	string posneg[] = {"pos","neg"};
4125	+	TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass};
4126	+
4127	+
4128	+
4129	+	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
4130	+	TCut posJZB = give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos");
4131	+	TCut negJZB = give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg");
4132	+
4133	+	dout << "_________________________________________________________" << endl;
4134	+	dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
4135	+
4136	+
4137	+	THStack *spstack = new THStack(allsamples.DrawStack("spstack","mll<10e6||mll>1",1,0,500,"tester","events",cutOSSF&&cutnJets&&cutmass&&posJZB,mc,luminosity));
4138	+	THStack *snstack = new THStack(allsamples.DrawStack("snstack","mll<10e6||mll>1",1,0,500,"tester","events",cutOSSF&&cutnJets&&cutmass&&negJZB,mc,luminosity));
4139	+	THStack *opstack = new THStack(allsamples.DrawStack("opstack","mll<10e6||mll>1",1,0,500,"tester","events",cutOSOF&&cutnJets&&cutmass&&posJZB,mc,luminosity));
4140	+	THStack *onstack = new THStack(allsamples.DrawStack("onstack","mll<10e6||mll>1",1,0,500,"tester","events",cutOSOF&&cutnJets&&cutmass&&negJZB,mc,luminosity));
4141	+
4142	+
4143	+	vector<pair<string,Value> > obs_yields     = WriteYield(spstack, -10, 10, true);
4144	+	vector<pair<string,Value> > neg_sf_yields  = WriteYield(snstack, -10, 10, true);
4145	+	vector<pair<string,Value> > pos_of_yields  = WriteYield(opstack, -10, 10, true);
4146	+	vector<pair<string,Value> > neg_of_yields  = WriteYield(onstack, -10, 10, true);
4147	+
4148	+	Value TotObs=Value(0,0);
4149	+	Value TotPred=Value(0,0);
4150	+
4151	+	for(int ientry=0;ientry<obs_yields.size();ientry++) {
4152	+	if(Contains(obs_yields[ientry].first,"t_bar_t")) continue; // ttbar
4153	+	if(Contains(obs_yields[ientry].first,"W_Jets")) continue; // W+Jets
4154	+	if(Contains(obs_yields[ientry].first,"WW_")) continue; // WW (fully flavor symmetric)
4155	+	if(Contains(obs_yields[ientry].first,"Single_top")) continue; // Single Top
4156	+	if(Contains(obs_yields[ientry].first,"ee_mumu")) continue; // DY
4157	+	if(Contains(obs_yields[ientry].first,"tau_tau")) continue; // DY
4158	+	Value pred = neg_sf_yields[ientry].second + pos_of_yields[ientry].second - neg_of_yields[ientry].second;
4159	+	Value obs=obs_yields[ientry].second;
4160	+	Value diff=obs-pred;
4161	+	dout << obs_yields[ientry].first << "\t & \t " << obs << " \t & \t " << pred << "\t & \t " << diff << endl;
4162	+	TotObs=TotObs+obs_yields[ientry].second;
4163	+	TotPred=TotPred+pred;
4164	+	}
4165	+
4166	+	float Systematic=sqrt(pow(TotPred.getValue(),2)*0.5*0.5 + pow(TotObs.getValue(),2)*0.5*0.5);
4167	+
4168	+
4169	+	}
4170	+
4171	+	delete yica;
4172	+	}
4173	+
4174		void compute_MC_yields(string mcjzb,vector<float> jzb_cuts) {
4175		dout << "Calculating background yields in MC:" << endl;
4176
4177		TCanvas *yica = new TCanvas("yica","yield canvas");
4178
4179		int nRegions=4;
4180	<	if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
4180	>	if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
4181		string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
4182		string posneg[] = {"pos","neg"};
4183		TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
4184
4185	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
4185	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
4186		TCut jzbMC[]  = { give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos"), give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg") };
4187		dout << "_________________________________________________________" << endl;
4188		dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
4189	<	for(int isample=0;isample<(allsamples.collection).size();isample++) {
4189	>	for(int isample=0;isample<(int)(allsamples.collection).size();isample++) {
4190		if(!(allsamples.collection)[isample].is_data) dout << (allsamples.collection)[isample].samplename << "  &  ";
4191		else dout << "Sample & ";
4192		for(int iregion=0;iregion<nRegions;iregion++) {
#	Line 1636 | Line 4266 | void draw_ttbar_and_zjets_shape_for_one_
4266		TText *titlecenter;
4267		bool frommc=false;
4268		if(frommc) {
4269	<	osof = allsamples.Draw("osof",datajzb,40,-200,200, "JZB [GeV]", "events", massat40&&cutOSSF&&jetcut&&lepcut,mc,luminosity,allsamples.FindSample("TTJets"));
4269	>	osof = allsamples.Draw("osof",datajzb,40,-200,200, "JZB [GeV]", "events", massat40&&cutOSSF&&jetcut&&lepcut,mc,luminosity,allsamples.FindSample("TT_"));
4270		titlecenter = write_title("Extracting ttbar shape (from ossf MC)");
4271		}
4272		else {
#	Line 1815 | Line 4445 | void draw_ttbar_and_zjets_shape_for_one_
4445
4446		void draw_ttbar_and_zjets_shape(string mcjzb, string datajzb) {
4447		int all_leptons=-1;
1818	–	int electrons_only=0;
1819	–	int mu_only=1;
1820	–	int twojetswith50gev=1;
4448		int threejetswith30gev=0;
4449		/*
4450	+	int twojetswith50gev=1;
4451	+	int electrons_only=0;
4452	+	int mu_only=1;
4453	+
4454		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,twojetswith50gev);
4455		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev);
4456
#	Line 1833 | Line 4464 | void draw_ttbar_and_zjets_shape(string m
4464		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
4465		}
4466
4467	<	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
1837	<	//first: colorful plots
4467	>	float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
4468		TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
4469		cancorr->SetLogz();
4470		cancorr->SetRightMargin(0.13);
4471	<	flag_this_change(__FUNCTION__,__LINE__,false);//PlottingSetup::RestrictToMassPeak
4472	<	TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)");
4471	>	TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
4472	>
4473	>	if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
4474		TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
4475	<	(allsamples.collection)[allsamples.FindSample("Data")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotd",zptforresponsepresentation);
4475	>	niceresponseplotd->Sumw2();
4476	>	TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
4477	>	vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
4478	>	for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
4479	>	if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
4480	>	if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
4481	>
4482	>	dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
4483	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
4484	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
4485	>	}
4486	>
4487	>	niceresponseplotd->Add(emuResponse,-1);
4488	>
4489	>	//TF1 *resp_func = new TF1("resp_func","[0]+[1]/x + [2]/pow(x,2)",10,600);
4490	>
4491		niceresponseplotd->SetStats(0);
4492		niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
4493		niceresponseplotd->GetYaxis()->SetTitle("Response");
#	Line 1849 | Line 4495 | void find_correction_factors(string &jzb
4495		niceresponseplotd->GetYaxis()->CenterTitle();
4496		niceresponseplotd->Draw("COLZ");
4497		TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
4498	+	profd->Rebin(2);
4499		profd->SetMarkerSize(DataMarkerSize);
4500	<	profd->Fit("pol0","","same,e1",30,400);
4500	>	//profd->Fit(resp_func,"","same,e1",10,400);
4501	>	profd->Fit("pol0","","same,e1",100,400);
4502	>	//resp_func->SetLineColor(kBlue);
4503		DrawPrelim();
4504	<	TText* title = write_text(0.5,0.7,"Data");
4504	>	string stitle="Data";
4505	>	if(!Contains(FindKeyword,"Data")) stitle="MC";
4506	>	TText* title = write_text(0.5,0.7,stitle.c_str());
4507		title->SetTextAlign(12);
4508		title->Draw();
4509	+	//  TF1 *datapol=(TF1*)profd->GetFunction("pol0");
4510		TF1 *datapol=(TF1*)profd->GetFunction("pol0");
4511	<	float datacorrection=datapol->GetParameter(0);
4512	<	stringstream dataresstring;
4513	<	dataresstring<<"Response: "<<std::setprecision(2)<<100*datacorrection<<" %";
4514	<	TText* restitle = write_text(0.5,0.65,dataresstring.str());
4511	>	float correction=datapol->GetParameter(0);
4512	>
4513	>	//  float correction=resp_func->GetParameter(0);
4514	>	stringstream resstring;
4515	>	resstring<<"Response: "<<std::setprecision(2)<<100*correction<<" %";
4516	>	TText* restitle = write_text(0.5,0.65,resstring.str());
4517		restitle->SetTextAlign(12);
4518		restitle->SetTextSize(0.03);
4519		restitle->Draw();
4520	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_Data");
4520	>	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
4521	>	delete cancorr;
4522	>	delete niceresponseplotd;
4523	>	delete profd;
4524	>	return correction;
4525	>	}
4526	>
4527	>	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
4528
4529	<	TH2F *niceresponseplotm = new TH2F("niceresponseplotm","",100,0,600,100,0,5);
4530	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotm",zptforresponsepresentation);
4531	<	niceresponseplotm->SetStats(0);
4532	<	niceresponseplotm->GetXaxis()->SetTitle("Z p_{T} [GeV]");
4533	<	niceresponseplotm->GetYaxis()->SetTitle("Response");
4534	<	niceresponseplotm->GetXaxis()->CenterTitle();
4535	<	niceresponseplotm->GetYaxis()->CenterTitle();
1875	<	niceresponseplotm->Draw("COLZ");
1876	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt",zptforresponsepresentation,"PROF,same");
1877	<	TProfile * profm = (TProfile*)niceresponseplotm->ProfileX();
1878	<	profm->SetMarkerSize(DataMarkerSize);
1879	<	profm->Fit("pol0","","same,e1",30,400);
1880	<	DrawMCPrelim();
1881	<	title = write_text(0.5,0.7,"MC simulation");
1882	<	title->SetTextAlign(12);
1883	<	title->Draw();
1884	<	TF1 *mcpol=(TF1*)profm->GetFunction("pol0");
1885	<	float mccorrection=mcpol->GetParameter(0);
1886	<	stringstream mcresstring;
1887	<	mcresstring<<"Response: "<<std::setprecision(2)<<100*mccorrection<<" %";
1888	<	TText* mcrestitle = write_text(0.5,0.65,mcresstring.str());
1889	<	mcrestitle->SetTextAlign(12);
1890	<	mcrestitle->SetTextSize(0.03);
1891	<	mcrestitle->Draw();
1892	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_MC");
4529	>	dout << "Computing response corrections: " << endl;
4530	>	//Step 1 : Get results
4531	>	float datacorrection=find_one_correction_factor("Data",true,"","Data");
4532	>	float mccorrection=find_one_correction_factor("DY",false,"","MC");
4533	>
4534	>	/*  float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
4535	>	float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
4536
4537	+	float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
4538	+	float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
4539	+	*/
4540	+	cout << "Corrections : " << endl;
4541	+	cout << "   Data : " << datacorrection << endl;
4542	+	//   cout << "     ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
4543	+	cout << "   MC : " << mccorrection << endl;
4544	+	//   cout << "     ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
4545
4546	<	//Step 2: Getting the result
1896	<	//  TCut zptcutforresponse("pt>30&&pt<300&&TMath::Abs(91.2-mll)<20&&id1==id2&&(ch1*ch2<0)");
4546	>	//Step 2: Processing the result and making it into something useful :-)
4547		stringstream jzbvardatas;
4548	<	if(datacorrection>1) jzbvardatas<<"(jzb[1]-"<<datacorrection-1<<"*pt)";
4549	<	if(datacorrection<1) jzbvardatas<<"(jzb[1]+"<<1-datacorrection<<"*pt)";
4548	>	/*
4549	>	jzbvardatas << "(";
4550	>
4551	>	if(dataEEcorrection>=1) jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]-" << dataEEcorrection-1 << "*pt))";
4552	>	if(dataEEcorrection<1)  jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-dataEEcorrection << "*pt))";
4553	>
4554	>	if(dataMMcorrection>=1) jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]-" << dataMMcorrection-1 << "*pt))";
4555	>	if(dataMMcorrection<1)  jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-dataMMcorrection << "*pt))";
4556	>
4557	>	float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
4558	>
4559	>	if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)*(jzb[1]-" << datacorrection-1 << "*pt))";
4560	>	if(datacorrection<1) jzbvardatas<<"+((id1!=id2)*(jzb[1]+" << 1-datacorrection << "*pt))";
4561	>
4562	>	jzbvardatas << ")";
4563		jzbvardata=jzbvardatas.str();
4564	+	*/
4565		stringstream jzbvarmcs;
4566	<	if(mccorrection>1) jzbvarmcs<<"(jzb[1]-"<<mccorrection-1<<"*pt)";
4567	<	if(mccorrection<1) jzbvarmcs<<"(jzb[1]+"<<1-mccorrection<<"*pt)";
4566	>	/*
4567	>	jzbvarmcs << "(";
4568	>
4569	>	if(mcEEcorrection>=1) jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]-" << mcEEcorrection-1 << "*pt))";
4570	>	if(mcEEcorrection<1)  jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-mcEEcorrection << "*pt))";
4571	>
4572	>	if(mcMMcorrection>=1) jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]-" << mcMMcorrection-1 << "*pt))";
4573	>	if(mcMMcorrection<1)  jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-mcMMcorrection << "*pt))";
4574	>
4575	>	float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
4576	>
4577	>	if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]-" << mccorrection-1 << "*pt))";
4578	>	if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]+" << 1-mccorrection << "*pt))";
4579	>
4580	>	jzbvarmcs << ")";
4581		jzbvarmc=jzbvarmcs.str();
4582	+	*/
4583	+
4584	+	if(datacorrection>=1) jzbvardatas<<"(jzb[1]-" << datacorrection-1 << "*pt)";
4585	+	if(datacorrection<1)  jzbvardatas<<"(jzb[1]+" << 1-datacorrection << "*pt)";
4586	+
4587	+	if(mccorrection>=1) jzbvarmcs<<"(jzb[1]-" << mccorrection-1 << "*pt)";
4588	+	if(mccorrection<1)  jzbvarmcs<<"(jzb[1]+" << 1-mccorrection << "*pt)";
4589	+
4590	+	jzbvardata = jzbvardatas.str();
4591	+	jzbvarmc = jzbvarmcs.str();
4592	+
4593		dout << "JZB Z pt correction summary : " << endl;
4594		dout << "  Data: The response is " << datacorrection << "  --> jzb variable is now : " << jzbvardata << endl;
4595		dout << "  MC  : The response is " << mccorrection << "  --> jzb variable is now : " << jzbvarmc << endl;
4596	+
4597		}
4598
4599	<	void pick_up_events(string cut) {
4600	<	dout << "Picking up events with cut " << cut << endl;
1912	<	allsamples.PickUpEvents(cut);
4599	>	void pick_up_events(string cut, string filename, bool QuietMode=false) {
4600	>	allsamples.PickUpEvents(cut,filename,QuietMode);
4601		}
4602
4603	<	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError) {
4603	>	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
4604		dout << "Saving configuration template!" << endl;
4605		ofstream configfile;
4606		configfile.open("../DistributedModelCalculations/last_configuration.C");
#	Line 1932 | Line 4620 | void save_template(string mcjzb, string
4620		configfile<<"string datajzb=\"datajzb_ERROR\";\n";
4621		configfile<<"string mcjzb=\"mcjzb_ERROR\";\n";
4622		configfile<<"vector<float>jzb_cuts;\n";
4623	+	configfile<<"vector<float>jzb_shape_limit_bins;\n";
4624		configfile<<"float MCPeakError=-999;\n";
4625	+	configfile<<"float DataPeakError=-999;\n";
4626		configfile<<"}\n\n";
4627
4628		configfile<<"void read_config() {\n";
4629		configfile<<"datajzb=\""<<datajzb<<"\";\n";
4630		configfile<<"mcjzb=\""<<mcjzb<<"\";\n\n";
4631	<	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n\n";
4632	<	for(int i=0;i<jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4631	>	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n";
4632	>	configfile<<"DataPeakError="<<DataPeakError<<";\n\n";
4633	>	for(int i=0;i<(int)jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4634	>	configfile<<"\n\n";
4635	>	for(int i=0;i<(int)Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4636	>	for(int i=0;i<(int)Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4637	>	for(int i=0;i<(int)Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4638		configfile<<"\n\n";
4639	<	for(int i=0;i<Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4640	<	for(int i=0;i<Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4641	<	for(int i=0;i<Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4639	>	for(int i=0;i<(int)flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4640	>	for(int i=0;i<(int)flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4641	>	for(int i=0;i<(int)flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4642	>	for(int i=0;i<(int)jzb_shape_limit_bins.size();i++) configfile<<"jzb_shape_limit_bins.push_back("<<jzb_shape_limit_bins[i]<<"); // JZB shape bin boundary at " << jzb_shape_limit_bins[i] << "\n";
4643		configfile<<"\n\n";
1948	–	for(int i=0;i<flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1949	–	for(int i=0;i<flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1950	–	for(int i=0;i<flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4644		configfile<<"\n\n";
4645		configfile<<"luminosity="<<luminosity<<";\n";
4646	+	configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
4647	+	configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
4648
4649		configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
4650
#	Line 1972 | Line 4667 | void draw_all_ttbar_histos(TCanvas *can,
4667		float max=histos[0]->GetMaximum();
4668		if(manualmin>=0) min=manualmin;
4669		else {
4670	<	for(int i=1;i<histos.size();i++) {
4670	>	for(int i=1;i<(int)histos.size();i++) {
4671		float curmin=get_nonzero_minimum(histos[i]);
4672		float curmax=histos[i]->GetMaximum();
4673		if(curmin<min) min=curmin;
#	Line 1983 | Line 4678 | void draw_all_ttbar_histos(TCanvas *can,
4678		histos[0]->Draw(drawoption.c_str());
4679		stringstream drawopt;
4680		drawopt << drawoption << ",same";
4681	<	for(int i=1;i<histos.size();i++) {
4681	>	for(int i=1;i<(int)histos.size();i++) {
4682		histos[i]->Draw(drawopt.str().c_str());
4683		}
4684		}
4685
4686	<	void ttbar_sidebands_comparison(string mcjzb, vector<float> binning, string prestring) {
4686	>	void ttbar_sidebands_comparison(string mcjzb, vector<float> binning, string prestring, TCut cut) {
4687		//in the case of the on peak analysis, we compare the 3 control regions to the real value
4688		//in the case of the OFF peak analysis, we compare our control region to the real value
4689		TCut weightbackup=cutWeight;
4690	<	cutWeight="1.0";
1996	<	float simulatedlumi = luminosity; //in pb please - adjust to your likings
4690	>	switch_overunderflow(true);
4691
4692	+	bool doPURW=true;
4693	+
4694	+
4695	+	if(!doPURW) {
4696	+	dout << "Not doing PU reweighting for ttbar closure test" << endl;
4697	+	cutWeight="1.0";
4698	+	// Do it without PU re-weighting
4699	+	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
4700	+	stringstream resultsNoPU;
4701	+	stringstream noPUdatajzb;
4702	+	stringstream noPUmcjzb;
4703	+
4704	+	stringstream mcjzbnoPU;
4705	+	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
4706	+	mcjzb = noPUmcjzb.str();
4707	+	}
4708	+
4709	+
4710	+	float simulatedlumi = luminosity; //in pb please - adjust to your likings
4711
4712	<	TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4713	<	TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4712	>	TH1F *TZem  = allsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4713	>	TH1F *nTZem = allsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4714		TH1F *TSem;
4715		TH1F *nTSem;
4716	<	TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4717	<	TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4716	>	TH1F *TZeemm  = allsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4717	>	TH1F *nTZeemm = allsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4718		TH1F *TSeemm;
4719		TH1F *nTSeemm;
4720
4721	<	if(PlottingSetup::RestrictToMassPeak) {
4722	<	TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4723	<	nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4724	<	TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4725	<	nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4721	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4722	>	TSem    = allsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4723	>	nTSem   = allsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4724	>	TSeemm  = allsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4725	>	nTSeemm = allsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4726		}
4727
4728		TCanvas *tcan = new TCanvas("tcan","tcan");
2016	–
4729		tcan->SetLogy(1);
4730
4731		TZeemm->SetLineColor(kBlack);
#	Line 2022 | Line 4734 | void ttbar_sidebands_comparison(string m
4734		TZem->SetMarkerColor(kRed);
4735
4736
4737	<	if(PlottingSetup::RestrictToMassPeak) {
4737	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4738		TSem->SetLineColor(TColor::GetColor("#00A616"));
4739		TSeemm->SetLineColor(kMagenta+2);
4740		TSem->SetMarkerColor(TColor::GetColor("#00A616"));
#	Line 2032 | Line 4744 | void ttbar_sidebands_comparison(string m
4744		}
4745
4746		vector<TH1F*> histos;
4747	+	TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
4748	+	TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
4749		histos.push_back(TZem);
4750		histos.push_back(TZeemm);
4751	<	if(PlottingSetup::RestrictToMassPeak) {
4751	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4752	>	TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
4753	>	TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
4754		histos.push_back(TSem);
4755		histos.push_back(TSeemm);
4756		}
4757	<	draw_all_ttbar_histos(tcan,histos,"histo",0.04);
4757	>	draw_all_ttbar_histos(tcan,histos,"histo",8);
4758
4759		TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
4760		leg->AddEntry(TZeemm,"SFZP","l");
4761		leg->AddEntry(TZem,"OFZP","l");
4762	<	if(PlottingSetup::RestrictToMassPeak) {
4762	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4763		leg->AddEntry(TSeemm,"SFSB","l");
4764		leg->AddEntry(TSem,"OFSB","l");
4765		}
#	Line 2053 | Line 4769 | void ttbar_sidebands_comparison(string m
4769
4770		TH1F *TZemcopy = (TH1F*)TZem->Clone("TZemcopy");
4771		TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
4772	<	TH1F *TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
4773	<	TH1F *TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
4772	>	TH1F *TSeemmcopy;
4773	>	TH1F *TSemcopy;
4774	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4775	>	TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
4776	>	TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
4777	>	}
4778
4779		TZem->Divide(TZeemm);
4780		TZem->SetMarkerStyle(21);
4781	<	if(PlottingSetup::RestrictToMassPeak) {
4781	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4782		TSem->Divide(TZeemm);
4783		TSeemm->Divide(TZeemm);
4784		TSem->SetMarkerStyle(24);
4785		TSeemm->SetMarkerStyle(32);
4786	<	}
4786	>	}
4787
4788		tcan->SetLogy(0);
4789		TZem->GetYaxis()->SetRangeUser(0,2.5);
4790		TZem->GetYaxis()->SetTitle("ratio");
4791		TZem->Draw();
4792	<	if(PlottingSetup::RestrictToMassPeak) {
4792	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4793		TSem->Draw("same");
4794		TSeemm->Draw("same");
4795		}
4796
4797	<	float linepos=0.25;
4798	<	if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
4797	>	float linepos=emuncertONPEAK;
4798	>	if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
4799	>
4800		TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
4801		TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
4802		TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
4803
4804	+	/*write_warning(__FUNCTION__,"These two lines are to be removed!");
4805	+	TLine *topalt = new TLine(binning[0],1.0+0.1,binning[binning.size()-1],1.0+0.1);
4806	+	TLine *bottomalt = new TLine(binning[0],1.0-0.1,binning[binning.size()-1],1.0-0.1);
4807	+	topalt->SetLineColor(kRed);topalt->SetLineStyle(3);
4808	+	bottomalt->SetLineColor(kRed);bottomalt->SetLineStyle(3);
4809	+	topalt->Draw("same");bottomalt->Draw("same");*/
4810	+
4811	+
4812		top->SetLineColor(kBlue);top->SetLineStyle(2);
4813		bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
4814		center->SetLineColor(kBlue);
#	Line 2090 | Line 4819 | void ttbar_sidebands_comparison(string m
4819
4820		TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
4821		leg2->AddEntry(TZem,"OFZP / SFZP","ple");
4822	<	if(PlottingSetup::RestrictToMassPeak) {
4822	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4823		leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
4824		leg2->AddEntry(TSem,"OFSB / SFZP","ple");
4825		}
#	Line 2103 | Line 4832 | void ttbar_sidebands_comparison(string m
4832		DrawMCPrelim(simulatedlumi);
4833		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
4834
4835	+
4836	+	if (0) { // Turn this off: we don't need this
4837
4838	+	///-------------- second part: only look at the quantity we actually care about!
4839	+	TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
4840	+	TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
4841	+	rightsfzp->Add(leftsfzp,-1);
4842	+	TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
4843	+	TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
4844	+	rightofzp->Add(leftofzp,-1);
4845	+	TH1F *leftofsb;
4846	+	TH1F *rightofsb;
4847	+	TH1F *leftsfsb;
4848	+	TH1F *rightsfsb;
4849	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4850	+	leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
4851	+	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
4852	+	rightofsb->Add(leftofsb,-1);
4853	+	leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
4854	+	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
4855	+	rightsfsb->Add(leftsfsb,-1);
4856	+	}
4857
4858	<	///-------------- second part: only look at the quantity we actually care about!
4859	<	TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
4860	<	TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
4861	<	rightsfzp->Add(leftsfzp,-1);
4862	<	TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
4863	<	TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
4864	<	rightofzp->Add(leftofzp,-1);
4865	<	TH1F *leftofsb;
4866	<	TH1F *rightofsb;
4867	<	TH1F *leftsfsb;
2118	<	TH1F *rightsfsb;
2119	<	if(PlottingSetup::RestrictToMassPeak) {
2120	<	leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2121	<	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2122	<	rightofsb->Add(leftofsb,-1);
2123	<	leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2124	<	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2125	<	rightsfsb->Add(leftsfsb,-1);
2126	<	}
4858	>	tcan->SetLogy(1);
4859	>	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
4860	>	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
4861	>	rightsfzp->Draw("histo");
4862	>	rightofzp->Draw("histo,same");
4863	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4864	>	rightofsb->Draw("histo,same");
4865	>	rightsfsb->Draw("histo,same");
4866	>	}
4867	>	DrawMCPrelim(simulatedlumi);
4868
4869	<	tcan->SetLogy(1);
4870	<	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
4871	<	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
4872	<	rightsfzp->Draw("histo");
4873	<	rightofzp->Draw("histo,same");
4874	<	if(PlottingSetup::RestrictToMassPeak) {
4875	<	rightofsb->Draw("histo,same");
4876	<	rightsfsb->Draw("histo,same");
2136	<	}
2137	<	DrawMCPrelim(simulatedlumi);
4869	>	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
4870	>	legA->AddEntry(rightsfzp,"SFZP","l");
4871	>	legA->AddEntry(rightofzp,"OFZP","l");
4872	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4873	>	legA->AddEntry(rightofsb,"SFSB","l");
4874	>	legA->AddEntry(rightsfsb,"OFSB","l");
4875	>	}
4876	>	legA->Draw();
4877
4878	<	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2140	<	legA->AddEntry(rightsfzp,"SFZP","l");
2141	<	legA->AddEntry(rightofzp,"OFZP","l");
2142	<	if(PlottingSetup::RestrictToMassPeak) {
2143	<	legA->AddEntry(rightofsb,"SFSB","l");
2144	<	legA->AddEntry(rightsfsb,"OFSB","l");
2145	<	}
2146	<	legA->Draw();
4878	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
4879
4880	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
4880	>	tcan->SetLogy(0);
4881	>	rightofzp->Divide(rightsfzp);
4882	>	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
4883	>	rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
4884	>	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
4885	>	rightofzp->Draw();
4886	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4887	>	rightofsb->Divide(rightsfzp);
4888	>	rightsfsb->Divide(rightsfzp);
4889	>	rightofsb->Draw("same");
4890	>	rightsfsb->Draw("same");
4891	>	}
4892
4893	<	tcan->SetLogy(0);
4894	<	rightofzp->Divide(rightsfzp);
4895	<	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
4896	<	rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
4897	<	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
4898	<	rightofzp->Draw();
4899	<	if(PlottingSetup::RestrictToMassPeak) {
4900	<	rightofsb->Divide(rightsfzp);
4901	<	rightsfsb->Divide(rightsfzp);
4902	<	rightofsb->Draw("same");
4903	<	rightsfsb->Draw("same");
4904	<	}
4893	>	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
4894	>	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
4895	>	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
4896	>
4897	>	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
4898	>	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
4899	>	center2->SetLineColor(kBlue);
4900	>
4901	>	top2->Draw("same");
4902	>	center2->Draw("same");
4903	>	bottom2->Draw("same");
4904	>
4905	>	rightofzp->SetMarkerStyle(21);
4906	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4907	>	rightofsb->SetMarkerStyle(24);
4908	>	rightsfsb->SetMarkerStyle(32);
4909	>	}
4910
4911	<	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
4912	<	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
4913	<	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
4911	>	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
4912	>	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
4913	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4914	>	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
4915	>	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
4916	>	}
4917	>	leg3->AddEntry(bottom,"syst. envelope","l");
4918	>	leg3->SetX1(0.25);leg3->SetX2(0.6);
4919	>	leg3->SetY1(0.65);
4920
4921	<	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2168	<	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2169	<	center2->SetLineColor(kBlue);
4921	>	leg3->Draw("same");
4922
4923	<	top2->Draw("same");
4924	<	center2->Draw("same");
2173	<	bottom2->Draw("same");
4923	>	DrawMCPrelim(simulatedlumi);
4924	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
4925
2175	–	rightofzp->SetMarkerStyle(21);
2176	–	if(PlottingSetup::RestrictToMassPeak) {
2177	–	rightofsb->SetMarkerStyle(24);
2178	–	rightsfsb->SetMarkerStyle(32);
2179	–	}
2180	–
2181	–	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2182	–	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2183	–	if(PlottingSetup::RestrictToMassPeak) {
2184	–	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2185	–	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
4926		}
2187	–	leg3->AddEntry(bottom,"syst. envelope","l");
2188	–	leg3->SetX1(0.25);leg3->SetX2(0.6);
2189	–	leg3->SetY1(0.65);
2190	–
2191	–	leg3->Draw("same");
2192	–
2193	–	DrawMCPrelim(simulatedlumi);
2194	–	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
4927
4928		delete TZem;
4929		delete nTZem;
4930		delete TZeemm;
4931		delete nTZeemm;
4932	<	if(PlottingSetup::RestrictToMassPeak) {
4932	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4933		delete TSem;
4934		delete nTSem;
4935		delete TSeemm;
#	Line 2206 | Line 4938 | void ttbar_sidebands_comparison(string m
4938
4939		delete tcan;
4940		cutWeight=weightbackup;
4941	+	switch_overunderflow(false);
4942		}
4943
4944		void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
4945		vector<float> nicer_binning;
4946	<	nicer_binning.push_back(-125);
4946	>
4947	>	/*  nicer_binning.push_back(-400);
4948	>	nicer_binning.push_back(-250);
4949	>	nicer_binning.push_back(-200);
4950	>	nicer_binning.push_back(-150);
4951	>	nicer_binning.push_back(-100);
4952	>	nicer_binning.push_back(-50);
4953	>	nicer_binning.push_back(-20);
4954	>
4955	>	nicer_binning.push_back(0);
4956	>	nicer_binning.push_back(20);
4957	>	nicer_binning.push_back(50);
4958	>	nicer_binning.push_back(100);
4959	>	nicer_binning.push_back(150);
4960	>	nicer_binning.push_back(200);
4961	>	nicer_binning.push_back(250);
4962	>	nicer_binning.push_back(400);*/
4963	>
4964		nicer_binning.push_back(-100);
2215	–	nicer_binning.push_back(-75);
4965		nicer_binning.push_back(-50);
4966		nicer_binning.push_back(-25);
4967		nicer_binning.push_back(0);
#	Line 2222 | Line 4971 | void ttbar_sidebands_comparison(string m
4971		nicer_binning.push_back(100);
4972		nicer_binning.push_back(125);
4973		nicer_binning.push_back(150);
4974	<	nicer_binning.push_back(175);
4974	>	//nicer_binning.push_back(175);
4975		nicer_binning.push_back(200);
4976	<	nicer_binning.push_back(230);
4977	<	nicer_binning.push_back(280);
4978	<	nicer_binning.push_back(400);
4979	<	ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
4976	>	//  nicer_binning.push_back(250);
4977	>	//  nicer_binning.push_back(300);
4978	>	//  nicer_binning.push_back(400);
4979	>
4980	>	ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/",TCut("mll>0"));
4981	>	ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/CutAt20",TCut("mll>20"));
4982	>	ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/LowMassRegion2070",TCut("mll>20&&mll<70"));
4983	>	ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/ZWindow",Restrmasscut);
4984	>
4985		}
4986
4987
4988	<	void zjets_prediction_comparison() {
4989	<	// Do it without PU re-weighting
4990	<	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
4991	<	stringstream resultsNoPU;
4992	<
4993	<	stringstream mcjzbnoPU;
4994	<	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,false);
4995	<	if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
4996	<	else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
4988	>	void zjets_prediction_comparison(string mcjzbWithPUa, TCut massregioncut, string massregionname) {
4989	>	cout << "****************************************************************************************************************************************************************" << endl;
4990	>	TCanvas *zcan = new TCanvas("zcan","zcan");
4991	>	TCut weightbackup=cutWeight;
4992	>
4993	>	bool UsePURW=true;
4994	>
4995	>
4996	>	string mcjzb;
4997	>	if(UsePURW) {
4998	>	mcjzb=mcjzbWithPUa;
4999	>	cout << "Using PURW peak positions" << endl;
5000	>	} else {
5001	>	// Do it without PU re-weighting
5002	>	cutWeight="1.0";
5003	>	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
5004	>	stringstream resultsNoPU;
5005	>	stringstream noPUdatajzb;
5006	>	stringstream noPUmcjzb;
5007	>
5008	>	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
5009	>	dout << "The peak corrected JZB expression for MC without pileup is : " <<  noPUmcjzb.str() << endl;
5010	>
5011	>	mcjzb = noPUmcjzb.str();
5012	>
5013	>	}
5014
5015	<	string mcjzb = mcjzbnoPU.str();
5016	<	dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzb << endl;
5015	>
5016	>
5017	>	vector<float> binning;
5018	>	binning.push_back(0);
5019	>	binning.push_back(10);
5020	>	binning.push_back(30);
5021	>	//  binning.push_back(40);
5022	>	//  binning.push_back(60);
5023	>	binning.push_back(50);
5024	>	//   binning.push_back(60);
5025	>	//   binning.push_back(70);
5026	>	//   binning.push_back(80);
5027	>	//   binning.push_back(90);
5028	>	binning.push_back(100);
5029
2247	–	TCut weightbackup=cutWeight;
2248	–	cutWeight="1.0";
2249	–	float sbg_min=0.;
2250	–	float sbg_max=100.;
2251	–	int sbg_nbins=5;
5030		float simulatedlumi = luminosity;//in pb please - adjust to your likings
5031
5032		TCut kPos((mcjzb+">0").c_str());
5033		TCut kNeg((mcjzb+"<0").c_str());
5034	+	TCut reducedNJets(cutnJets);
5035		string var( "abs("+mcjzb+")" );
5036	<
5037	<	TCut kcut(cutmass&&cutOSSF&&"pfJetGoodNum>2");
5038	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
5039	<	kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
5040	<	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
5041	<	kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
5036	>
5037	>
5038	>	TCut notTau("!EventZToTaus");
5039	>	TCut ee_mm_tautau("mll>0");
5040	>
5041	>	TH1F *hJZBpos = allsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5042	>	TH1F *hJZBneg = allsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5043	>
5044		hJZBpos->SetLineColor(kBlack);
5045		hJZBneg->SetLineColor(kRed);
5046
5047	<	Int_t nbins = 5;
2267	<	Float_t xmax = 100.;
2268	<
2269	<
2270	<	TCanvas *zcan = new TCanvas("zcan","zcan");
2271	<	zcan->SetLogy(1);
2272	<
5047	>	hJZBpos->SetMinimum(1.0);
5048		hJZBpos->Draw("e1");
5049		hJZBneg->Draw("same,hist");
5050		hJZBpos->Draw("same,e1"); // So it's on top...
5051
5052	<	TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
5052	>	TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
5053		leg->AddEntry(hJZBpos,"Observed","pe");
5054		leg->AddEntry(hJZBneg,"Predicted","l");
5055		leg->Draw("same");
5056		DrawMCPrelim(simulatedlumi);
5057	<	CompleteSave(zcan,"Systematics/zjets_prediction");
5057	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction"+any2string(massregionname));
5058
5059		TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
5060		hratio->Divide(hJZBneg);
5061
5062	<	zcan->SetLogy(0);
5062	>	for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
5063	>	cout << "Positive: " << hJZBpos->GetBinContent(i) << " +/- " << hJZBpos->GetBinError(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << " +/- " << hJZBneg->GetBinError(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << " +/- " << (hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i)) * sqrt(pow(hJZBpos->GetBinError(i)/hJZBpos->GetBinContent(i),2) + pow(hJZBneg->GetBinError(i)/hJZBneg->GetBinContent(i),2)) << ")" << endl;
5064	>	}
5065	>
5066	>	//  zcan->SetLogy(0);
5067		hratio->GetYaxis()->SetRangeUser(0,2.5);
5068		hratio->GetYaxis()->SetTitle("Observed/Predicted");
5069		hratio->Draw("e1");
5070
5071	<	TLine *top = new TLine(sbg_min,1.25,sbg_max,1.25);
5072	<	TLine *center = new TLine(sbg_min,1.0,sbg_max,1.0);
5073	<	TLine *bottom = new TLine(sbg_min,0.75,sbg_max,0.75);
5071	>	TLine *top = new TLine(binning[0],1.2,binning[binning.size()-1],1.2);
5072	>	TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
5073	>	TLine *bottom = new TLine(binning[0],0.8,binning[binning.size()-1],0.8);
5074
5075
5076		top->SetLineColor(kBlue);top->SetLineStyle(2);
#	Line 2302 | Line 5081 | void zjets_prediction_comparison() {
5081		center->Draw("same");
5082		bottom->Draw("same");
5083
5084	<	TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
5084	>	TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
5085		leg2->AddEntry(hratio,"obs / pred","pe");
5086		leg2->AddEntry(bottom,"syst. envelope","l");
5087		leg2->Draw("same");
5088		DrawMCPrelim(simulatedlumi);
5089	<	CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
5089	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio"+any2string(massregionname));
5090
5091	+	TH1F *TAUhJZBpos       = allsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5092	+	TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5093	+	TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5094	+	TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5095	+
5096	+	TH1F *RcorrJZBSBem;
5097	+	TH1F *LcorrJZBSBem;
5098	+	TH1F *RcorrJZBSBeemm;
5099	+	TH1F *LcorrJZBSBeemm;
5100	+
5101	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5102	+	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5103	+	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5104	+	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5105	+	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5106	+	}
5107	+
5108	+	TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
5109	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5110	+	Bpred->Add(RcorrJZBem,1.0/3.);
5111	+	Bpred->Add(LcorrJZBem,-1.0/3.);
5112	+	Bpred->Add(RcorrJZBSBem,1.0/3.);
5113	+	Bpred->Add(LcorrJZBSBem,-1.0/3.);
5114	+	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
5115	+	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
5116	+	} else {
5117	+	Bpred->Add(RcorrJZBem,1.0);
5118	+	Bpred->Add(LcorrJZBem,-1.0);
5119	+	}
5120	+
5121	+	Bpred->SetLineColor(kRed);
5122	+
5123	+	TAUhJZBpos->SetLineColor(kBlack);
5124	+	Bpred->SetLineColor(kRed);
5125	+
5126	+	TAUhJZBpos->SetMinimum(1.0);
5127	+	TAUhJZBpos->Draw("e1");
5128	+	Bpred->Draw("same,hist");
5129	+	TAUhJZBpos->Draw("same,e1");
5130	+
5131	+	TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
5132	+	TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
5133	+	TAUleg->AddEntry(Bpred,"Predicted","l");
5134	+	TAUleg->Draw("same");
5135	+	DrawMCPrelim(simulatedlumi);
5136	+	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction__"+any2string(massregionname));
5137	+
5138	+	TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
5139	+	TAUhratio->Divide(Bpred);
5140	+
5141	+	for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
5142	+	cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << " +/- " << TAUhJZBpos->GetBinError(i) << "   vs    Negative : " << Bpred->GetBinContent(i) << " +/- " << Bpred->GetBinError(i) << "   (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << " +/- " << (TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i)) * sqrt(pow(TAUhJZBpos->GetBinError(i)/TAUhJZBpos->GetBinContent(i),2) + pow(Bpred->GetBinError(i)/Bpred->GetBinContent(i),2)) << ")" << endl;
5143	+
5144	+
5145	+	}
5146	+
5147	+	zcan->SetLogy(0);
5148	+	TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
5149	+	TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
5150	+	TAUhratio->Draw("e1");
5151	+
5152	+	top->Draw("same");
5153	+	center->Draw("same");
5154	+	bottom->Draw("same");
5155	+
5156	+	TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
5157	+	TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
5158	+	TAUleg2->AddEntry(bottom,"syst. envelope","l");
5159	+	TAUleg2->Draw("same");
5160	+	DrawMCPrelim(simulatedlumi);
5161	+	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio"+any2string(massregionname));
5162	+
5163	+	delete Bpred;
5164	+	delete TAUhJZBpos;
5165	+	delete LcorrJZBeemm;
5166	+	delete RcorrJZBem;
5167	+	delete LcorrJZBem;
5168	+	delete hJZBpos;
5169	+	delete hJZBneg;
5170	+
5171	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5172	+	delete RcorrJZBSBem;
5173	+	delete LcorrJZBSBem;
5174	+	delete RcorrJZBSBeemm;
5175	+	delete LcorrJZBSBeemm;
5176	+	}
5177	+
5178	+	//***************************************************************************************************
5179	+
5180	+	string jzbvar=var;
5181	+	/*
5182	+	for(int i=0;i<60;i+=10) {
5183	+	stringstream sSpecialJZBCut;
5184	+	sSpecialJZBCut << jzbvar << ">" << i;
5185	+	TCut SpecialJZBCut(sSpecialJZBCut.str().c_str());
5186	+
5187	+	var="mll";
5188	+
5189	+	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"));
5190	+	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"));
5191	+	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"));
5192	+	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"));
5193	+
5194	+	TH1F *RcorrJZBPlusSBem;
5195	+	TH1F *LcorrJZBPlusSBem;
5196	+	TH1F *RcorrJZBPlusSBeemm;
5197	+	TH1F *LcorrJZBPlusSBeemm;
5198	+
5199	+
5200	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5201	+	RcorrJZBPlusSBem   = allsamples.Draw("RcorrJZBPlusSBem",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&notTau&&kPos&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5202	+	LcorrJZBPlusSBem   = allsamples.Draw("LcorrJZBPlusSBem",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&notTau&&kNeg&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5203	+	RcorrJZBPlusSBeemm = allsamples.Draw("RcorrJZBPlusSBeemm",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&notTau&&kPos&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5204	+	LcorrJZBPlusSBeemm = allsamples.Draw("LcorrJZBPlusSBeemm",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&notTau&&kNeg&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5205	+	}
5206	+
5207	+	TH1F *BpredPrime = (TH1F*)LcorrJZBPluseemm->Clone("BpredPrime");
5208	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5209	+	BpredPrime->Add(RcorrJZBPlusem,1.0/3.);
5210	+	BpredPrime->Add(LcorrJZBPlusem,-1.0/3.);
5211	+	BpredPrime->Add(RcorrJZBPlusSBem,1.0/3.);
5212	+	BpredPrime->Add(LcorrJZBPlusSBem,-1.0/3.);
5213	+	BpredPrime->Add(RcorrJZBPlusSBeemm,1.0/3.);
5214	+	BpredPrime->Add(LcorrJZBPlusSBeemm,-1.0/3.);
5215	+	} else {
5216	+	BpredPrime->Add(RcorrJZBPlusem,1.0);
5217	+	BpredPrime->Add(LcorrJZBPlusem,-1.0);
5218	+	}
5219	+
5220	+	BpredPrime->SetLineColor(kRed);
5221	+
5222	+	FullJZBhJZBpos->SetLineColor(kBlack);
5223	+	BpredPrime->SetLineColor(kRed);
5224	+
5225	+	FullJZBhJZBpos->SetMinimum(1.0);
5226	+	FullJZBhJZBpos->Draw("e1");
5227	+	BpredPrime->Draw("same,hist");
5228	+	FullJZBhJZBpos->Draw("same,e1");
5229	+
5230	+	TLegend *FullJZBleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
5231	+	FullJZBleg->AddEntry(FullJZBhJZBpos,"Observed","pe");
5232	+	FullJZBleg->AddEntry(BpredPrime,"Predicted","l");
5233	+	FullJZBleg->Draw("same");
5234	+	DrawMCPrelim(simulatedlumi);
5235	+	CompleteSave(zcan,"Systematics/ZJets/Mll_Distribution_JZB"+any2string(i)+"_zjets_eemumu_prediction__"+any2string(massregionname));
5236	+
5237	+	TH1F* FullJZBhratio = (TH1F*)FullJZBhJZBpos->Clone("FullJZBhratio");
5238	+	FullJZBhratio->Divide(BpredPrime);
5239	+
5240	+	zcan->SetLogy(0);
5241	+	FullJZBhratio->GetYaxis()->SetRangeUser(0,2.5);
5242	+	FullJZBhratio->GetYaxis()->SetTitle("Observed/Predicted");
5243	+	FullJZBhratio->Draw("e1");
5244	+
5245	+	TLine *atop = new TLine(0,1.2,200,1.2);
5246	+	TLine *acenter = new TLine(0,1.0,200,1.0);
5247	+	TLine *abottom = new TLine(0,0.8,200,0.8);
5248	+
5249	+	atop->SetLineColor(kBlue);
5250	+	atop->SetLineStyle(2);
5251	+	acenter->SetLineColor(kBlue);
5252	+	abottom->SetLineColor(kBlue);
5253	+	abottom->SetLineStyle(2);
5254	+
5255	+	atop->Draw("same");
5256	+	acenter->Draw("same");
5257	+	abottom->Draw("same");
5258	+
5259	+	TLegend *FullJZBleg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
5260	+	FullJZBleg2->AddEntry(FullJZBhratio,"obs / pred","pe");
5261	+	FullJZBleg2->AddEntry(abottom,"syst. envelope","l");
5262	+	FullJZBleg2->Draw("same");
5263	+	DrawMCPrelim(simulatedlumi);
5264	+	CompleteSave(zcan,"Systematics/ZJets/Mll_Distribution_JZB"+any2string(i)+"zjets_eemumu_prediction_ratio"+any2string(massregionname));
5265	+
5266	+
5267	+	delete BpredPrime;
5268	+	delete FullJZBhJZBpos;
5269	+	delete LcorrJZBPluseemm;
5270	+	delete RcorrJZBPlusem;
5271	+	delete LcorrJZBPlusem;
5272	+	//  delete FullJZBhJZBpos;
5273	+
5274	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5275	+	delete RcorrJZBPlusSBem;
5276	+	delete LcorrJZBPlusSBem;
5277	+	delete RcorrJZBPlusSBeemm;
5278	+	delete LcorrJZBPlusSBeemm;
5279	+	}
5280	+
5281	+	}
5282	+	//***************************************************************************************************
5283	+	*/
5284		delete zcan;
5285		cutWeight=weightbackup;
2314	–
5286		}
5287
5288
5289	<
5289	>	void zjets_prediction_comparison(string mcjzbWithPUa) {
5290	>	zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>20"), "nomasscut");
5291	>	zjets_prediction_comparison(mcjzbWithPUa, TCut("abs(mll-91)<10"), "Zwindow_10");
5292	>	zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>20&&mll<70"), "LowMassRegion2070");
5293	>	//  zjets_prediction_comparison(mcjzbWithPUa, TCut("abs(mll-91)>10&&mll>20"), "Outside_Zwindow_10");
5294	>	//  zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>110"), "HighMassRegion110");
5295	>	}
5296	>
5297		void sideband_assessment(string datajzb, float min=30.0, float max=50.0) {
5298		tout << endl << endl;
5299		stringstream bordercut;
#	Line 2333 | Line 5311 | void sideband_assessment(string datajzb,
5311		tout << "\\begin{tabular}{l|cc}" << endl;
5312		tout << "\\hline" << endl;
5313		tout << "& {\\OFZP} & {\\OFSB} \\\\\\hline" << endl;
5314	<	tout << "\\#(events) & "<<OFSB<<" & "<<OFZP<<"\\\\ \\hline" << endl;
5314	>	tout << "\\#(events) & "<<OFZP<<" & "<<OFSB<<"\\\\ \\hline" << endl;
5315		tout << "\\end{tabular}" << endl;
5316		tout << "\\end{center}" << endl;
5317		tout << "\\end{table}" << endl;
#	Line 2351 | Line 5329 | void make_table(samplecollection &coll,
5329
5330		TCanvas *cannie = new TCanvas("cannie","cannie");
5331
5332	<	for(int icut=0;icut<jzb_cuts.size();icut++) {
5332	>	for(int icut=0;icut<(int)jzb_cuts.size();icut++) {
5333		float currcut=jzb_cuts[icut];
5334		int nbins=1;float low=currcut;
5335		vector<int> mysample;
#	Line 2366 | Line 5344 | void make_table(samplecollection &coll,
5344		TH1F *RcorrJZBSBeemm;
5345		TH1F *LcorrJZBSBeemm;
5346
5347	<	if(PlottingSetup::RestrictToMassPeak) {
5347	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5348		RcorrJZBSBem   = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
5349		LcorrJZBSBem   = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
5350		RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
#	Line 2374 | Line 5352 | void make_table(samplecollection &coll,
5352		}
5353
5354		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
5355	<	if(PlottingSetup::RestrictToMassPeak) {
5355	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5356		Bpred->Add(RcorrJZBem,1.0/3.);
5357		Bpred->Add(LcorrJZBem,-1.0/3.);
5358		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2410 | Line 5388 | void make_table(samplecollection &coll,
5388		//prediction part
5389		if(is_data) cout << "Data prediction & ";
5390		if(subselection!="none") cout << subselection << " prediction &";
5391	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
5391	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
5392
5393		cout << endl;
5394		//observation part
5395		if(is_data) cout << "Data observation & ";
5396		if(subselection!="none") cout << subselection << " observation &";
5397	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
5397	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
5398		cout << endl;
5399		cout << "_________________________________________________________________" << endl;
5400		delete cannie;
5401		}
5402
5403		void met_jzb_cut(string datajzb, string mcjzb, vector<float> jzb_cut) {
5404	+	cout << "You probably don't want --met, you want --metplots ... " << endl;
5405	+	assert(0);
5406		/*we want a table like this:
5407		__________________     50   |   100  | ...
5408		| Data prediction |  a vs b | a vs b | ...
#	Line 2451 | Line 5431 | void JZBSelEff(string mcjzb, TTree* even
5431		int nbins = sizeof(xbins)/sizeof(float)-1;
5432		int markers[] = { 20, 26, 21, 24, 22, 25, 28 };
5433
5434	<	TH1F* heff  = new TH1F("heff", "JZB eff ; generator-level JZB [GeV]; efficiency",nbins,xbins);
5435	<	TH1F* hgen  = new TH1F("hgen", "JZB gen ; generator-level JZB [GeV]; efficiency",nbins,xbins);
5436	<	TH1F* hreco = new TH1F("hreco","JZB reco ; generator-level JZB [GeV]; efficiency",nbins,xbins);
5434	>
5435	>	TH1F* heff  = new TH1F("heff", "JZB eff ; generator JZB [GeV]; efficiency",nbins,xbins);
5436	>	TH1F* hgen  = new TH1F("hgen", "JZB gen ; generator JZB [GeV]; efficiency",nbins,xbins);
5437	>	TH1F* hreco = new TH1F("hreco","JZB reco ; generator JZB [GeV]; efficiency",nbins,xbins);
5438
5439		TCut kgen(genMassCut&&"genZPt>0&&genNjets>2&&abs(genMID)==23"&&cutOSSF);
5440		TCut kreco(cutmass);
#	Line 2469 | Line 5450 | void JZBSelEff(string mcjzb, TTree* even
5450		TCanvas *can = new TCanvas("can","Canvas for JZB Efficiency",600,600);
5451		can->SetGridx(1);
5452		can->SetGridy(1);
5453	+	can->SetLeftMargin(0.16);
5454	+	can->SetRightMargin(0.05);
5455		TLegend *leg = make_legend("",0.6,0.2,false,0.89,0.5);
5456	+	leg->SetBorderSize(1);
5457	+	leg->SetLineColor(kBlack);
5458	+	leg->SetTextFont(62);
5459
5460	<
2475	<
2476	<	for ( int icut=0; icut<jzb_bins.size(); ++icut ) {
5460	>	for ( int icut=0; icut<(int)jzb_bins.size(); ++icut ) {
5461
5462		ostringstream selection;
5463		selection << mcjzb << ">" << jzb_bins[icut];
#	Line 2489 | Line 5473 | void JZBSelEff(string mcjzb, TTree* even
5473		}
5474
5475		heff->GetXaxis()->SetRangeUser(min, max);
5476	+	//    heff->GetXaxis()->SetLabelSize(0.05); // paper style. overruled.
5477	+	//    heff->GetYaxis()->SetLabelSize(0.05); // paper style. overruled.
5478	+	//    heff->GetXaxis()->SetTitleSize(0.06); // paper style. overruled.
5479	+	//    heff->GetYaxis()->SetTitleSize(0.06); // paper style. overruled.
5480		heff->SetMarkerStyle(markers[icut]);
5481		heff->Fit("func","Q+","same");
5482
#	Line 2500 | Line 5488 | void JZBSelEff(string mcjzb, TTree* even
5488
5489		// Store plot
5490		TH1F* h = (TH1F*)heff->Clone(hname);
5491	+	h->SetNdivisions(505,"X");
5492		if ( icut) h->Draw("same");
5493		else h->Draw();
5494		char htitle[256]; sprintf(htitle,"JZB > %3.0f GeV", jzb_bins[icut]);
#	Line 2520 | Line 5509 | void JZBSelEff(string mcjzb, TTree* even
5509		// Calls the above function for each signal sample
5510		void plot_jzb_sel_eff(string mcjzb, samplecollection &signalsamples, vector<float> bins )
5511		{
5512	<	for (int isignal=0; isignal<signalsamples.collection.size();isignal++) {
5512	>	for (int isignal=0; isignal<(int)signalsamples.collection.size();isignal++) {
5513		dout << "JZB selection efficiency curve: " << std::endl;
5514		JZBSelEff(mcjzb,(signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].samplename,bins); // Only for some selected samples
5515		}
#	Line 2563 | Line 5552 | void qcd_plots(string datajzb, string mc
5552		TH1F *RcorrJZBSBeemm;
5553		TH1F *LcorrJZBSBeemm;
5554
5555	<	TH1F *RcorrJZBeemmNoS;
5555	>	//  TH1F *RcorrJZBeemmNoS;
5556
5557		//these are for the ratio
5558		TH1F *JRcorrJZBeemm   = qcdsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 2576 | Line 5565 | void qcd_plots(string datajzb, string mc
5565		TH1F *JRcorrJZBSBeemm;
5566		TH1F *JLcorrJZBSBeemm;
5567
5568	<	if(PlottingSetup::RestrictToMassPeak) {
5568	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5569		RcorrJZBSBem   = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
5570		LcorrJZBSBem   = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
5571		RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 2597 | Line 5586 | void qcd_plots(string datajzb, string mc
5586
5587		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
5588		TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
5589	<	if(PlottingSetup::RestrictToMassPeak) {
5589	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5590		Bpred->Add(RcorrJZBem,1.0/3.);
5591		Bpred->Add(LcorrJZBem,-1.0/3.);
5592		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2647 | Line 5636 | void qcd_plots(string datajzb, string mc
5636		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
5637		string ytitle("ratio");
5638		if ( use_data==1 ) ytitle = "data/pred";
5639	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,use_data!=1,ytitle);
5639	>	Save_With_Ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
5640	>	delete kinpad;
5641
5642		TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
5643		TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
#	Line 2667 | Line 5657 | void qcd_plots(string datajzb, string mc
5657		dout << "______________________________________________" << endl;
5658		dout << "How QCD shows up in the different regions: " << endl;
5659		dout << "OSSF: " << endl;
5660	<	if(PlottingSetup::RestrictToMassPeak) {
5660	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5661		dout << "     Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
5662		dout << "     sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
5663		} else {
5664		dout << "     " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
5665		}
5666		dout << "OSOF: " << endl;
5667	<	if(PlottingSetup::RestrictToMassPeak) {
5667	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5668		dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
5669		dout << "     sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
5670		} else {
5671		dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
5672		}
5673		dout << "Therefore: " << endl;
5674	<	if(PlottingSetup::RestrictToMassPeak) {
5674	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5675		dout << "    Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
5676		dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
5677		dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
#	Line 2694 | Line 5684 | void qcd_plots(string datajzb, string mc
5684		dout << "    Observation increases by : " << RcorrJZBeemm->Integral() << endl;
5685
5686		dout << endl;
5687	<	for(int i=0;i<bins.size();i++) {
5687	>	for(int i=0;i<(int)bins.size();i++) {
5688		dout << " JZB > " << bins[i] << " : " << endl;
5689		dout << "    Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
5690	<	if(PlottingSetup::RestrictToMassPeak) {
5690	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5691		dout << "    Prediction increases by : " << LcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + (1.0/3)*(RcorrJZBSBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBSBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBSBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBSBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX())) << endl;
5692		} else {
5693		dout << "    Prediction increases by : " << LcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
#	Line 2711 | Line 5701 | void qcd_plots(string datajzb, string mc
5701		if(LcorrJZBem) delete LcorrJZBem;
5702		if(RcorrJZBeemm) delete RcorrJZBeemm;
5703		if(LcorrJZBeemm) delete LcorrJZBeemm;
5704	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
5705	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
5706	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
5707	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
5704	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
5705	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
5706	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
5707	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
5708	>	}
5709	>
5710	>	void check_ptsanity() {
5711	>	TCanvas *ptsancan = new TCanvas("ptsancan","ptsancan",600,1800);
5712	>	TH1F *individualpt1histos[allsamples.collection.size()];
5713	>	TH1F *individualpt2histos[allsamples.collection.size()];
5714	>	TH1F *fpt1 = new TH1F("fpt1","fpt1",50,0,50);
5715	>	fpt1->GetYaxis()->SetRangeUser(0,1);
5716	>	fpt1->GetXaxis()->SetTitle("p_{T,1}");
5717	>	fpt1->GetXaxis()->CenterTitle();
5718	>
5719	>	TH1F *fpt2 = new TH1F("fpt2","fpt2",50,0,50);
5720	>	fpt2->GetXaxis()->SetTitle("p_{T,2}");
5721	>	fpt2->GetXaxis()->CenterTitle();
5722	>
5723	>	ptsancan->Divide(1,3);
5724	>	ptsancan->cd(1);
5725	>	float maxpt1entry=0;
5726	>	float maxpt2entry=0;
5727	>
5728	>	TLegend *leg = make_legend();
5729	>	leg->SetX1(0.0);
5730	>	leg->SetY1(0.0);
5731	>	leg->SetX2(1.0);
5732	>	leg->SetY2(1.0);
5733	>
5734	>
5735	>	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
5736	>	string nowname=(allsamples.collection)[isample].filename;
5737	>	cout << "Drawing: " << nowname << " (sample " << isample+1 << " / " << allsamples.collection.size() << ")" << endl;
5738	>	individualpt1histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt1",50,0,50, "p_{T,1}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
5739	>	individualpt2histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt2",50,0,50, "p_{T,2}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
5740	>	individualpt1histos[isample]->SetLineColor(isample+1);
5741	>	individualpt2histos[isample]->SetLineColor(isample+1);
5742	>	float currmaxpt1entry=individualpt1histos[isample]->GetMaximum()/individualpt1histos[isample]->Integral();
5743	>	float currmaxpt2entry=individualpt2histos[isample]->GetMaximum()/individualpt2histos[isample]->Integral();
5744	>	cout << "      pt 1 histo contains; " << individualpt1histos[isample]->Integral() << endl;
5745	>	cout << "      pt 2 histo contains; " << individualpt2histos[isample]->Integral() << endl;
5746	>	if(currmaxpt1entry>maxpt1entry)maxpt1entry=currmaxpt1entry;
5747	>	if(currmaxpt2entry>maxpt2entry)maxpt2entry=currmaxpt2entry;
5748	>	leg->AddEntry(individualpt2histos[isample],((allsamples.collection)[isample].filename).c_str(),"f");
5749	>	}
5750	>
5751	>	fpt1->GetYaxis()->SetRangeUser(0,maxpt1entry);
5752	>	fpt2->GetYaxis()->SetRangeUser(0,maxpt2entry);
5753	>
5754	>	ptsancan->cd(1);
5755	>	fpt1->Draw();
5756	>	ptsancan->cd(2);
5757	>	fpt2->Draw();
5758	>
5759	>	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
5760	>	ptsancan->cd(1);
5761	>	individualpt1histos[isample]->DrawNormalized("same,histo");
5762	>	ptsancan->cd(2);
5763	>	individualpt2histos[isample]->DrawNormalized("same,histo");
5764	>	}
5765	>	ptsancan->cd(3);
5766	>	leg->Draw();
5767	>	CompleteSave(ptsancan,"PtSanityCheck");
5768	>
5769	>	delete ptsancan;
5770	>	}
5771	>
5772	>	void do_mlls_plot(string mcjzb) {
5773	>	cout << "At this point we'd plot the mll distribution" << endl;
5774	>	TCanvas *sigcan = new TCanvas("sigcan","sigcan");
5775	>	for(int isig=0;isig<(int)(signalsamples.collection).size();isig++) {
5776	>	if(!(signalsamples.collection)[isig].events) continue;
5777	>	string nowname=(signalsamples.collection)[isig].filename;
5778	>	TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets,mc,luminosity,signalsamples.FindSample(nowname));
5779	>	//    TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events","",mc,luminosity,signalsamples.FindSample(nowname));
5780	>	mll->SetLineColor(TColor::GetColor("#04B404"));
5781	>	stringstream poscutS;
5782	>	poscutS << "((" << mcjzb <<")>50)";
5783	>	TCut poscut(poscutS.str().c_str());
5784	>	TH1F *mllP = signalsamples.Draw("mllhistoP","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets&&poscut,mc,luminosity,signalsamples.FindSample(nowname));
5785	>	mllP->SetLineColor(TColor::GetColor("#0040FF"));
5786	>	mll->Draw("histo");
5787	>	mllP->Draw("histo,same");
5788	>	TLegend *leg = make_legend();
5789	>	leg->SetY1(0.8);
5790	>	leg->AddEntry(mll,(signalsamples.collection)[isig].samplename.c_str(),"L");
5791	>	leg->AddEntry(mllP,((signalsamples.collection)[isig].samplename+", JZB>50").c_str(),"L");
5792	>	leg->Draw();
5793	>	TLine *lin = new TLine(71.2,0,71.2,mll->GetMaximum());
5794	>	TLine *lin2 = new TLine(111.2,0,111.2,mll->GetMaximum());
5795	>	lin->Draw("same");
5796	>	lin2->Draw("same");
5797	>
5798	>	CompleteSave(sigcan,"MllShape/"+(signalsamples.collection)[isig].samplename);
5799	>	delete mll;
5800	>	delete mllP;
5801	>	}
5802	>	}
5803	>
5804	>	void met_vs_jzb_plots(string datajzb, string mcjzb) {
5805	>
5806	>	TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
5807	>	canmetjzb->SetRightMargin(0.16);
5808	>
5809	>	vector<string> findme;
5810	>	findme.push_back("DY");
5811	>	findme.push_back("TT_");
5812	>	findme.push_back("LM");
5813	>	/*
5814	>	for(int ifind=0;ifind<(int)findme.size();ifind++) {
5815	>	vector<int> selsamples = allsamples.FindSample(findme[ifind]);
5816	>	TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
5817	>	for(int isel=0;isel<(int)selsamples.size();isel++) {
5818	>	dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
5819	>	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
5820	>	}
5821	>	metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
5822	>	metvsjzb->SetStats(0);
5823	>	metvsjzb->GetXaxis()->SetTitle("MET (GeV)");
5824	>	metvsjzb->GetYaxis()->SetTitle("JZB (GeV)");
5825	>	metvsjzb->GetXaxis()->CenterTitle();
5826	>	metvsjzb->GetYaxis()->CenterTitle();
5827	>	metvsjzb->Draw("COLZ");
5828	>	TText* title = write_text(0.5,0.95,allsamples.collection[selsamples[0]].samplename);
5829	>	title->SetTextAlign(12);
5830	>	title->Draw();
5831	>	CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
5832	>	}
5833	>	*/
5834	>
5835	>	dout << "About to produce MET plot for DY split up by JZB" << endl;
5836	>
5837	>	int nbins=14;
5838	>	float low=0;
5839	>	float high=140;
5840	>
5841	>	stringstream sLEFT;
5842	>	sLEFT << "((" << mcjzb << ")<0)";
5843	>	TCut LEFT(sLEFT.str().c_str());
5844	>	stringstream sRIGHT;
5845	>	sRIGHT << "((" << mcjzb << ")>0)";
5846	>	TCut RIGHT(sRIGHT.str().c_str());
5847	>
5848	>	TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5849	>	TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5850	>	TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5851	>	TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5852	>
5853	>
5854	>	TH1F *Bpred =  (TH1F*)metleft->Clone("Bpred");
5855	>	Bpred->Add(metleftO,-1);
5856	>	Bpred->Add(metrightO);
5857	>	TH1F *obs = (TH1F*)metright->Clone("obs");
5858	>
5859	>	metleft->Add(metleftO,-1);
5860	>	metright->Add(metrightO,-1);
5861	>
5862	>	metleft->SetLineColor(kRed);
5863	>	metright->SetLineColor(kBlack);
5864	>	TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
5865	>	metpad->cd();
5866	>	metpad->SetLogy(1);
5867	>	metleft->Draw("histo");
5868	>	metright->Draw("same");
5869	>	TLegend *lg = make_legend();
5870	>	lg->SetX1(0.5);
5871	>	lg->SetY1(0.7);
5872	>	lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
5873	>	lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
5874	>	lg->SetHeader("DY");
5875	>
5876	>	lg->Draw();
5877	>	Save_With_Ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
5878	>
5879	>	TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
5880	>	metpad3->cd();
5881	>	metpad3->SetLogy(1);
5882	>	Bpred->SetLineColor(kRed);
5883	>	Bpred->Draw("histo");
5884	>	obs->SetLineColor(kBlack);
5885	>	obs->Draw("same");
5886	>	TLegend *lg2 = make_legend();
5887	>	lg2->SetX1(0.5);
5888	>	lg2->SetY1(0.7);
5889	>	lg2->AddEntry(obs,"observed","P");
5890	>	lg2->AddEntry(Bpred,"predicted","L");
5891	>	lg2->SetHeader("DY");
5892	>
5893	>	lg2->Draw();
5894	>
5895	>	Save_With_Ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
5896	>
5897	>	TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
5898	>	metpad2->cd();
5899	>	metpad2->SetLogy(1);
5900	>
5901	>	TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5902	>	TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5903	>	TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5904	>	TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5905	>
5906	>	metlefta->Add(metleftOa,-1);
5907	>	metrighta->Add(metrightOa,-1);
5908	>
5909	>	metlefta->SetLineColor(kRed);
5910	>	metpad2->cd();
5911	>	metlefta->Draw("histo");
5912	>	metrighta->Draw("same");
5913	>	lg->Draw();
5914	>	Save_With_Ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
5915	>
5916	>	delete Bpred;
5917	>	delete obs;
5918	>
5919	>	float newhigh=300;
5920	>	int newNBins=30;
5921	>
5922	>	TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
5923	>	TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
5924	>	TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
5925	>	TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
5926	>	TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
5927	>
5928	>	TH1F *aBpred = (TH1F*)Ametleft->Clone("aBpred");
5929	>	aBpred->Add(AmetleftO,-1);
5930	>	aBpred->Add(AmetrightO);
5931	>	aBpred->SetLineColor(kRed);
5932	>
5933	>	TH1F *aobs = (TH1F*)Ametright->Clone("aobs");
5934	>	metpad4->cd();
5935	>	metpad4->SetLogy(1);
5936	>	aobs->Draw();
5937	>	aBpred->Draw("histo,same");
5938	>	aobs->Draw("same");
5939	>	lg->SetHeader("All MC");
5940	>	lg->Draw();
5941	>	Save_With_Ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
5942	>
5943	>
5944	>	delete lg;
5945	>	delete canmetjzb;
5946	>	delete metleft;
5947	>	delete metleftO;
5948	>	delete metright;
5949	>	delete metrightO;
5950		}
5951
5952	+
5953	+	void do_one_ttbar_test(TH1F* &observed, TH1F* &predicted, TH1F* &ratio, TH1F* &ratio2, string mcjzb, string prestring) {
5954	+
5955	+	if(PlottingSetup::RestrictToMassPeak) {
5956	+	write_error(__FUNCTION__,"This function (ttbar_tests) was not written for on-peak studies - sorry.");
5957	+	assert(!PlottingSetup::RestrictToMassPeak);
5958	+	}
5959	+
5960	+	vector<float> binning;
5961	+
5962	+	binning.push_back(-200);
5963	+	binning.push_back(-150);
5964	+	binning.push_back(-125);
5965	+	binning.push_back(-100);
5966	+	binning.push_back(-75);
5967	+	binning.push_back(-50);
5968	+	binning.push_back(-25);
5969	+	binning.push_back(0);
5970	+	binning.push_back(25);
5971	+	binning.push_back(50);
5972	+	binning.push_back(75);
5973	+	binning.push_back(100);
5974	+	binning.push_back(125);
5975	+	binning.push_back(150);
5976	+	binning.push_back(200);
5977	+
5978	+	switch_overunderflow(true);
5979	+
5980	+	TH1F *TZem  = allsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5981	+	TH1F *nTZem = allsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5982	+	TH1F *TZeemm  = allsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5983	+	TH1F *nTZeemm = allsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5984	+
5985	+	TCanvas *tcan = new TCanvas("tcan","tcan");
5986	+	tcan->SetLogy(1);
5987	+
5988	+	TZeemm->SetLineColor(kBlack);
5989	+	TZem->SetLineColor(kRed);
5990	+	TZeemm->SetMarkerColor(kBlack);
5991	+	TZem->SetMarkerColor(kRed);
5992	+
5993	+	vector<TH1F*> histos;
5994	+	//  TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
5995	+	//  TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
5996	+	histos.push_back(TZem);
5997	+	histos.push_back(TZeemm);
5998	+	draw_all_ttbar_histos(tcan,histos,"histo",8);
5999	+
6000	+	TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
6001	+	leg->AddEntry(TZeemm,"SFZP","l");
6002	+	leg->AddEntry(TZem,"OFZP","l");
6003	+	leg->Draw("same");
6004	+	DrawMCPrelim();
6005	+	CompleteSave(tcan,"Systematics/TtbarTests/"+prestring+"/ttbar_shape_comparison");
6006	+
6007	+	TH1F *TZemcopy = (TH1F*)TZem->Clone("TZemcopy");
6008	+	TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
6009	+	TH1F *TSeemmcopy;
6010	+	TH1F *TSemcopy;
6011	+
6012	+	predicted=(TH1F*)TZem->Clone(((string)"predicted_"+prestring).c_str());
6013	+	observed=(TH1F*)TZeemm->Clone(((string)"observed_"+prestring).c_str());
6014	+
6015	+	vector<float> posbinning;
6016	+	for(unsigned int i=0;i<binning.size();i++) {
6017	+	if(binning[i]<0) continue;
6018	+	posbinning.push_back(binning[i]);
6019	+	}
6020	+
6021	+	TH1F *pred2 = new TH1F("pred2","pred2",posbinning.size()-1,&posbinning[0]);pred2->Sumw2();
6022	+	TH1F *obs2 = new TH1F("obs2","obs2",posbinning.size()-1,&posbinning[0]);obs2->Sumw2();
6023	+
6024	+	for(unsigned int i=1;i<=predicted->GetNbinsX();i++) {
6025	+	int index=pred2->FindBin(abs(TZem->GetBinCenter(i)));
6026	+	if(TZem->GetBinCenter(i)<0) {
6027	+	//we're on the left: subtract em!
6028	+	pred2->SetBinContent(index,pred2->GetBinContent(index)-TZem->GetBinContent(i));
6029	+	pred2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZem->GetBinError(i),2)));
6030	+	//we're on the left: add eemm!
6031	+	pred2->SetBinContent(index,pred2->GetBinContent(index)+TZeemm->GetBinContent(i));
6032	+	pred2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZeemm->GetBinError(i),2)));
6033	+	} else {
6034	+	//we're on the right: add em!
6035	+	pred2->SetBinContent(index,pred2->GetBinContent(index)+TZem->GetBinContent(i));
6036	+	pred2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZem->GetBinError(i),2)));
6037	+	//we're on the left: add eemm!
6038	+	obs2->SetBinContent(index,obs2->GetBinContent(index)+TZeemm->GetBinContent(i));
6039	+	obs2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZeemm->GetBinError(i),2)));
6040	+	}
6041	+	}
6042	+
6043	+	ratio2 = (TH1F*)pred2->Clone(((string)"ratio2_"+prestring).c_str());
6044	+	ratio2->Divide(obs2);
6045	+
6046	+	TZem->Divide(TZeemm);
6047	+	TZem->SetMarkerStyle(21);
6048	+
6049	+	TZem->SetTitle("OF / SF");
6050	+	ratio = (TH1F*)TZem->Clone(((string)"ratio_"+prestring).c_str());
6051	+
6052	+	tcan->SetLogy(0);
6053	+	TZem->GetYaxis()->SetRangeUser(0,2.5);
6054	+	TZem->GetYaxis()->SetTitle("ratio");
6055	+	TZem->Draw();
6056	+
6057	+	float linepos=emuncertOFFPEAK;
6058	+
6059	+	TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
6060	+	TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
6061	+	TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
6062	+
6063	+	top->SetLineColor(kBlue);top->SetLineStyle(2);
6064	+	bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
6065	+	center->SetLineColor(kBlue);
6066	+
6067	+	top->Draw("same");
6068	+	center->Draw("same");
6069	+	bottom->Draw("same");
6070	+
6071	+	TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
6072	+	leg2->AddEntry(TZem,"OFZP / SFZP","ple");
6073	+	leg2->AddEntry(bottom,"syst. envelope","l");
6074	+	leg2->SetX1(0.25);leg2->SetX2(0.6);
6075	+	leg2->SetY1(0.65);
6076	+
6077	+	leg2->Draw("same");
6078	+
6079	+	DrawMCPrelim();
6080	+	CompleteSave(tcan,"Systematics/TtbarTests/"+prestring+"/ttbar_shape_comparison_ratio");
6081	+
6082	+	ratio2->SetLineColor(TZem->GetLineColor());
6083	+	ratio2->SetMarkerColor(TZem->GetMarkerColor());
6084	+	ratio2->GetYaxis()->SetRangeUser(0,2.5);
6085	+	ratio2->GetYaxis()->SetTitle("ratio");
6086	+	ratio2->Draw();
6087	+
6088	+	TLine *top2 = new TLine(0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
6089	+	TLine *center2 = new TLine(0,1.0,binning[binning.size()-1],1.0);
6090	+	TLine *bottom2 = new TLine(0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
6091	+
6092	+	top2->SetLineColor(kBlue);top->SetLineStyle(2);
6093	+	bottom2->SetLineColor(kBlue);bottom->SetLineStyle(2);
6094	+	center2->SetLineColor(kBlue);
6095	+
6096	+	top2->Draw("same");
6097	+	center2->Draw("same");
6098	+	bottom2->Draw("same");
6099	+
6100	+	leg2->Draw("same");
6101	+
6102	+	DrawMCPrelim();
6103	+	CompleteSave(tcan,"Systematics/TtbarTests/"+prestring+"/ttbar_shape_comparison_FINALratio");
6104	+
6105	+	delete TZem;
6106	+	delete nTZem;
6107	+	delete TZeemm;
6108	+	delete nTZeemm;
6109	+	delete obs2;
6110	+	delete pred2;
6111	+	delete tcan;
6112	+	switch_overunderflow(false);
6113	+	}
6114	+
6115	+	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) {
6116	+
6117	+
6118	+	TCanvas *ttcan2 = new TCanvas("ttcan2","ttcan2");
6119	+	vanilla_ratio->GetYaxis()->SetRangeUser(0.5,1.5);
6120	+	vanilla_ratio->SetFillColor(kGreen);
6121	+	vanilla_ratio->SetLineColor(kGreen);
6122	+	vanilla_ratio->SetMarkerColor(kGreen);
6123	+	vanilla_ratio->SetFillStyle(3001);
6124	+	vanilla_ratio->Draw("e3");
6125	+
6126	+	response_only_up_ratio->SetFillColor(kRed);
6127	+	response_only_up_ratio->SetMarkerColor(kRed);
6128	+	response_only_up_ratio->SetLineColor(kRed);
6129	+	response_only_up_ratio->SetFillStyle(3003);
6130	+	response_only_up_ratio->Draw("e3,same");
6131	+
6132	+	response_only_down_ratio->SetFillColor(kOrange);
6133	+	response_only_down_ratio->SetMarkerColor(kOrange);
6134	+	response_only_down_ratio->SetLineColor(kOrange);
6135	+	response_only_down_ratio->SetFillStyle(3004);
6136	+	response_only_down_ratio->Draw("e3,same");
6137	+
6138	+	reponse_plus_peak_up_ratio->SetFillColor(TColor::GetColor("#BDBDBD"));
6139	+	reponse_plus_peak_up_ratio->SetMarkerColor(TColor::GetColor("#BDBDBD"));
6140	+	reponse_plus_peak_up_ratio->SetLineColor(TColor::GetColor("#BDBDBD"));
6141	+	reponse_plus_peak_up_ratio->SetFillStyle(3005);
6142	+	reponse_plus_peak_up_ratio->Draw("e3,same");
6143	+
6144	+	reponse_plus_peak_down_ratio->SetFillColor(kBlue);
6145	+	reponse_plus_peak_down_ratio->SetMarkerColor(kBlue);
6146	+	reponse_plus_peak_down_ratio->SetLineColor(kBlue);
6147	+	reponse_plus_peak_down_ratio->SetFillStyle(3006);
6148	+	reponse_plus_peak_down_ratio->Draw("e3,same");
6149	+
6150	+	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);
6151	+	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);
6152	+	TLine *lOne = new TLine(vanilla_ratio->GetBinLowEdge(1),1.0,vanilla_ratio->GetBinLowEdge(vanilla_ratio->GetNbinsX())+vanilla_ratio->GetBinWidth(vanilla_ratio->GetNbinsX()),1.0);
6153	+
6154	+	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);
6155	+	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);
6156	+
6157	+	lhiA->SetLineColor(kRed);
6158	+	lhiA->SetLineStyle(2);
6159	+	llowA->SetLineColor(kRed);
6160	+	llowA->SetLineStyle(2);
6161	+
6162	+	llow->SetLineColor(kBlue);
6163	+	llow->SetLineStyle(2);
6164	+	lhi->SetLineColor(kBlue);
6165	+	lhi->SetLineStyle(2);
6166	+	lOne->SetLineColor(kBlue);
6167	+
6168	+	llow->Draw();
6169	+	lhi->Draw();
6170	+	lOne->Draw();
6171	+
6172	+	llowA->Draw();
6173	+	lhiA->Draw();
6174	+
6175	+	TLegend *leg = make_legend();
6176	+	leg->SetX1(0.15);
6177	+	leg->SetY1(0.7);
6178	+	leg->AddEntry(vanilla_ratio,"Raw JZB","pf");
6179	+	leg->AddEntry(response_only_up_ratio,"With response correction","pf");
6180	+	leg->AddEntry(response_only_down_ratio,"With inverted response correction","pf");
6181	+	leg->AddEntry(reponse_plus_peak_up_ratio,"With response and peak correction","pf");
6182	+	leg->AddEntry(reponse_plus_peak_down_ratio,"With response and inverted peak corr.","pf");
6183	+	leg->AddEntry(lhi,"Systematic envelope","l");
6184	+	//  leg->SetNColumns(2);
6185	+	leg->Draw();
6186	+
6187	+	CompleteSave(ttcan2,"Systematics/TtbarTests/Comparison"+PostString);
6188	+
6189	+	vanilla_ratio->GetYaxis()->SetRangeUser(0.6,1.4);
6190	+	vanilla_ratio->Draw("e3");
6191	+	response_only_up_ratio->Draw("e3 same");
6192	+	response_only_down_ratio->Draw("e3 same");
6193	+	TLegend *leg2 = make_legend();
6194	+	leg2->SetX1(0.15);
6195	+	leg2->SetY1(0.7);
6196	+	leg2->AddEntry(vanilla_ratio,"Raw JZB","pf");
6197	+	leg2->AddEntry(response_only_up_ratio,"With response correction","pf");
6198	+	leg2->AddEntry(response_only_down_ratio,"With inverted response correction","pf");
6199	+	leg2->AddEntry(lhi,"Systematic envelope","l");
6200	+	leg2->Draw();
6201	+	llow->Draw();
6202	+	lOne->Draw();
6203	+	llowA->Draw();
6204	+	lhiA->Draw();
6205	+
6206	+	CompleteSave(ttcan2,"Systematics/TtbarTests/Comparison_Response"+PostString);
6207	+
6208	+	response_only_up_ratio->GetYaxis()->SetRangeUser(0.6,1.4);
6209	+	response_only_up_ratio->Draw("e3");
6210	+	reponse_plus_peak_up_ratio->Draw("e3 same");
6211	+	reponse_plus_peak_down_ratio->Draw("e3 same");
6212	+	TLegend *leg3 = make_legend();
6213	+	leg3->SetX1(0.15);
6214	+	leg3->SetY1(0.7);
6215	+	leg3->AddEntry(response_only_up_ratio,"With response correction","pf");
6216	+	leg3->AddEntry(reponse_plus_peak_up_ratio,"With response and peak correction","pf");
6217	+	leg3->AddEntry(reponse_plus_peak_down_ratio,"With response and inverted peak corr.","pf");
6218	+	leg3->AddEntry(lhi,"Systematic envelope","l");
6219	+	leg3->Draw();
6220	+	llow->Draw();
6221	+	lOne->Draw();
6222	+	llowA->Draw();
6223	+	lhiA->Draw();
6224	+
6225	+	CompleteSave(ttcan2,"Systematics/TtbarTests/Comparison_Peak"+PostString);
6226	+
6227	+	delete ttcan2;
6228	+	}
6229	+
6230	+	void ttbar_correction_tests() {
6231	+	TCanvas *ttcan = new TCanvas("ttcan","ttcan");
6232	+
6233	+	TH1F *vanilla_observed, *response_only_up_observed, *response_only_down_observed, *reponse_plus_peak_up_observed, *reponse_plus_peak_down_observed;
6234	+
6235	+	TH1F *vanilla_predicted, *response_only_up_predicted, *response_only_down_predicted, *reponse_plus_peak_up_predicted, *reponse_plus_peak_down_predicted;
6236	+
6237	+	TH1F *vanilla_ratio, *response_only_up_ratio, *response_only_down_ratio, *reponse_plus_peak_up_ratio, *reponse_plus_peak_down_ratio;
6238	+
6239	+	TH1F *vanilla_ratio2, *response_only_up_ratio2, *response_only_down_ratio2, *reponse_plus_peak_up_ratio2, *reponse_plus_peak_down_ratio2;
6240	+
6241	+	string vanilla="jzb[1]";
6242	+	string response_only_up="((jzb[1]+0.034665*pt))";
6243	+	string response_only_down="((jzb[1]-0.034665*pt))";
6244	+	string reponse_plus_peak_up="((jzb[1]+0.034665*pt)- 3.58273 )";
6245	+	string reponse_plus_peak_down="((jzb[1]+0.034665*pt)+ 3.58273 )";
6246	+
6247	+	do_one_ttbar_test(vanilla_observed,vanilla_predicted,vanilla_ratio,vanilla_ratio2,vanilla,"vanilla");
6248	+	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");
6249	+	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");
6250	+	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");
6251	+	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");
6252	+
6253	+	ttcan->cd();
6254	+
6255	+	IllustrateVariation(vanilla_ratio,response_only_up_ratio,response_only_down_ratio,reponse_plus_peak_up_ratio,reponse_plus_peak_down_ratio,"PartialRatio");
6256	+	IllustrateVariation(vanilla_ratio2,response_only_up_ratio2,response_only_down_ratio2,reponse_plus_peak_up_ratio2,reponse_plus_peak_down_ratio2,"FullRatio");
6257	+
6258	+	delete vanilla_observed;
6259	+	delete response_only_up_observed;
6260	+	delete response_only_down_observed;
6261	+	delete reponse_plus_peak_up_observed;
6262	+	delete reponse_plus_peak_down_observed;
6263	+
6264	+	delete vanilla_predicted;
6265	+	delete response_only_up_predicted;
6266	+	delete response_only_down_predicted;
6267	+	delete reponse_plus_peak_up_predicted;
6268	+	delete reponse_plus_peak_down_predicted;
6269	+
6270	+	delete vanilla_ratio;
6271	+	delete response_only_up_ratio;
6272	+	delete response_only_down_ratio;
6273	+	delete reponse_plus_peak_up_ratio;
6274	+	delete reponse_plus_peak_down_ratio;
6275	+
6276	+	delete ttcan;
6277	+	}
6278	+
6279	+	void ttbar_region_search(string mcjzb) {
6280	+	cout << "Looking for a nice control region" << endl;
6281	+	TCanvas *can = new TCanvas("can","can",1200,1200);
6282	+	can->Divide(2,2);
6283	+	can->cd(1);
6284	+	can->cd(1)->SetLogy(1);
6285	+
6286	+	THStack JZBdistSF = allsamples.DrawStack("JZBdistSF",mcjzb,100,-150,150, "JZB [GeV]", "events", cutmass&&cutOSSF&&TCut("pfJetGoodNum40==2"),mc, luminosity);
6287	+	THStack JZBdistOF = allsamples.DrawStack("JZBdistOF",mcjzb,100,-150,150, "JZB [GeV]", "events", cutmass&&cutOSOF&&TCut("pfJetGoodNum40==2"),mc, luminosity);
6288	+
6289	+	JZBdistSF.Draw("histo");
6290	+	JZBdistSF.SetMaximum(1000);
6291	+	JZBdistSF.SetMinimum(0.1);
6292	+	JZBdistSF.Draw("histo");
6293	+	DrawMCPrelim();
6294	+
6295	+	can->cd(2);
6296	+	can->cd(2)->SetLogy(1);
6297	+	JZBdistOF.Draw("histo");
6298	+	JZBdistOF.SetMaximum(1000);
6299	+	JZBdistOF.SetMinimum(0.1);
6300	+	JZBdistOF.Draw("histo");
6301	+	DrawMCPrelim();
6302	+
6303	+	can->cd(3);
6304	+
6305	+
6306	+	write_warning(__FUNCTION__,"Missing negative JZB subtraction  ");
6307	+
6308	+	DrawMCPrelim();
6309	+
6310	+	/*
6311	+	THStack *Subtracted = new THStack();
6312	+
6313	+	TIter nextSF(JZBdistSF.GetHists());
6314	+	TIter nextOF(JZBdistOF.GetHists());
6315	+	TObject* SFobj;
6316	+	TObject* OFobj;
6317	+
6318	+	TH1* sfh = NULL;
6319	+	TH1* ofh = NULL;
6320	+
6321	+	while ( (SFobj = nextSF()) && (OFobj = nextOF()) ) {
6322	+	TH1F *sfstart = (TH1*)SFobj->Clone();
6323	+	TH1F *ofstart = (TH1*)OFobj->Clone();
6324	+	TH1F *obs, *pred;
6325	+	MakeObservationPrediction(obs,pred,sfstart,ofstart);
6326	+
6327	+	if ( !hratio ) {
6328	+	hratio = (TH1*)obj->Clone();
6329	+	hratio->SetName("hratio");
6330	+	} else hratio->Add( (TH1*)obj );
6331	+
6332	+	}
6333	+	hratio->Divide(hdata);
6334	+	*/
6335	+
6336	+
6337	+	can->cd(4);
6338	+	JZBdistOF.Draw("histo");
6339	+	DrawMCPrelim();
6340	+
6341	+
6342	+
6343	+	CompleteSave(can,"Systematics/TtbarTests/ControlRegion");
6344	+
6345	+	CleanLegends();
6346	+	delete can;
6347	+	}
6348	+
6349	+	void ttbar_tests(string mcjzb) {
6350	+	//ttbar_correction_tests();
6351	+	ttbar_region_search(mcjzb);
6352	+	}
6353	+
6354	+	Value GetYieldBetween(TH1F *h, float low, float high) {
6355	+	float Yield=0;
6356	+	float YieldErr=0;
6357	+	for(int i=1;i<=h->GetNbinsX()+1;i++) {
6358	+	if(h->GetBinLowEdge(i)+h->GetBinWidth(i)<=low) continue;// considered in the next bin
6359	+	if(h->GetBinLowEdge(i)>=high) continue;//above the threshold, out!
6360	+	Yield+=h->GetBinContent(i);
6361	+	YieldErr=sqrt(YieldErr*YieldErr+h->GetBinError(i)*h->GetBinError(i));
6362	+	}
6363	+
6364	+	Value a(Yield,YieldErr);
6365	+	return a;
6366	+	}
6367	+
6368	+
6369	+	void make_SF_over_OF_plot(string datajzb, string mcjzb, TCut cut, string variable, int nbins, float xmin, float ymin, string varname, string filename) {
6370	+	TCanvas *SFoOF_can = new TCanvas("SFoOF_can","SFoOF_can");
6371	+	TH1F *data_sf = allsamples.Draw("data_sf","mll",20,0,200, "m_{ll} [GeV]", "events", cut&&cutOSSF,data,luminosity);
6372	+	TH1F *data_of = allsamples.Draw("data_of","mll",20,0,200, "m_{ll} [GeV]", "events", cut&&cutOSOF,data,luminosity);
6373	+
6374	+	TH1F *mc_sf = allsamples.Draw("mc_sf","mll",20,0,200, "m_{ll} [GeV]", "events", cut&&cutOSSF,mc,luminosity);
6375	+	TH1F *mc_of = allsamples.Draw("mc_of","mll",20,0,200, "m_{ll} [GeV]", "events", cut&&cutOSOF,mc,luminosity);
6376	+
6377	+	TH1F *mc_ratio = (TH1F*)mc_sf->Clone("mc_ratio");
6378	+	mc_ratio->Divide(mc_of);
6379	+
6380	+	TH1F *data_ratio = (TH1F*)data_sf->Clone("data_ratio");
6381	+	data_ratio->Divide(data_of);
6382	+
6383	+	mc_ratio->SetFillColor(TColor::GetColor("#00ADE1"));
6384	+	mc_ratio->SetMarkerColor(TColor::GetColor("#00ADE1"));
6385	+	mc_ratio->GetYaxis()->SetRangeUser(0.5,1.5);
6386	+
6387	+	mc_ratio->GetYaxis()->SetTitle("R(SF / OF)");
6388	+
6389	+
6390	+	Value R_sf_of_low_mass = GetYieldBetween(data_sf,20,70)/GetYieldBetween(data_of,20,70);
6391	+	Value R_sf_of_high_mass = GetYieldBetween(data_sf,120,200)/GetYieldBetween(data_of,120,200);
6392	+
6393	+	Value R_sf_of_low_mass_mc = GetYieldBetween(mc_sf,20,70)/GetYieldBetween(mc_of,20,70);
6394	+	Value R_sf_of_high_mass_mc = GetYieldBetween(mc_sf,120,200)/GetYieldBetween(mc_of,120,200);
6395	+
6396	+	dout << "Ratio at low mass  : " << R_sf_of_low_mass  << " (mc : " << R_sf_of_low_mass_mc << " )" << endl;
6397	+	dout << "Ratio at high mass : " << R_sf_of_high_mass << " (mc : " << R_sf_of_high_mass_mc << " )" << endl;
6398	+
6399	+	TGraphAsymmErrors *gra = produce_ratio_graph(mc_ratio);
6400	+	gra->Draw();
6401	+	mc_ratio->Draw();
6402	+	gra->Draw("e20");
6403	+	gra->SetFillColor(TColor::GetColor("#00ADE1"));
6404	+	gra->SetMarkerColor(TColor::GetColor("#00ADE1"));
6405	+	data_ratio->Draw("e1,same");
6406	+
6407	+	TLegend *leg = new TLegend(0.17,0.16,0.53,0.31);
6408	+	//   leg->SetHeader("R( SF / OF )");
6409	+	leg->SetFillColor(kWhite);
6410	+	leg->SetBorderSize(0);
6411	+	leg->AddEntry(data_ratio,"Data","p");
6412	+	leg->AddEntry(gra,"MC","fp");
6413	+	leg->Draw();
6414	+
6415	+	TLine *g = new TLine(0,1.0,200,1.0);
6416	+	g->SetLineColor(kBlue);
6417	+	g->Draw();
6418	+
6419	+	TLine *l = new TLine(70,0.5,70,1.5);
6420	+	l->SetLineStyle(2);
6421	+	l->SetLineColor(TColor::GetColor("#00ADE1"));
6422	+	TLine *m = new TLine(120,0.5,120,1.5);
6423	+	m->SetLineStyle(2);
6424	+	m->SetLineColor(TColor::GetColor("#00ADE1"));
6425	+	l->Draw();
6426	+	m->Draw();
6427	+
6428	+
6429	+	DrawPrelim();
6430	+
6431	+	CompleteSave(SFoOF_can,"iTTbar/"+filename+"SF_vs_OF");
6432	+
6433	+	delete leg;
6434	+	delete mc_sf;
6435	+	delete mc_of;
6436	+	delete mc_ratio;
6437	+	delete data_sf;
6438	+	delete data_of;
6439	+	delete data_ratio;
6440	+	delete SFoOF_can;
6441	+	}
6442	+
6443	+	void make_iTTbar_JZB_plot(string datajzb, string mcjzb, TCut cut) {
6444	+	TCanvas *can = new TCanvas("can","can");
6445	+	vector<float> binning;
6446	+	binning.push_back(-100);
6447	+	binning.push_back(-50);
6448	+	binning.push_back(-20);
6449	+	binning.push_back(0);
6450	+	//  binning.push_back(10);
6451	+	binning.push_back(20);
6452	+	//  binning.push_back(30);
6453	+	binning.push_back(50);
6454	+	binning.push_back(100);
6455	+	binning.push_back(300);
6456	+
6457	+	TH1F *hdata   = allsamples.Draw("hdata",  datajzb,    binning, "JZB [GeV]", "events", cut&&cutOSSF,data,luminosity);
6458	+	TH1F *hodata  = allsamples.Draw("hodata", datajzb,    binning, "JZB [GeV]", "events", cut&&cutOSOF,data,luminosity);
6459	+	TH1F *hndata  = allsamples.Draw("hndata", "-"+datajzb,binning, "JZB [GeV]", "events", cut&&cutOSSF,data,luminosity);
6460	+	TH1F *hnodata = allsamples.Draw("hnodata","-"+datajzb,binning, "JZB [GeV]", "events", cut&&cutOSOF,data,luminosity);
6461	+
6462	+	TH1F *hmc   = allsamples.Draw("hmc",  datajzb,    binning, "JZB [GeV]", "events", cut&&cutOSSF,mc,luminosity);
6463	+	TH1F *homc  = allsamples.Draw("homc", datajzb,    binning, "JZB [GeV]", "events", cut&&cutOSOF,mc,luminosity);
6464	+
6465	+	hodata->SetLineColor(kRed);
6466	+	hmc->SetLineColor(kRed);
6467	+	//  hodata->Add(hndata);
6468	+	//  hodata->Add(hnodata,-1);
6469	+
6470	+	if(hdata->GetMaximum()>hodata->GetMaximum()) {
6471	+	hdata->SetMinimum(1.0);
6472	+	hdata->Draw();
6473	+	hodata->Draw("histo,same");
6474	+	hdata->Draw("same");
6475	+	} else {
6476	+	hodata->SetMinimum(1.0);
6477	+	hodata->Draw("histo");
6478	+	hdata->Draw("same");
6479	+	}
6480	+
6481	+	CompleteSave(can,"iTTbar/JZB_plot");
6482	+	TH1F *ratio = (TH1F*)hdata->Clone("ratio");
6483	+	ratio->Divide(hodata);
6484	+	ratio->GetYaxis()->SetTitle("obs/pred");
6485	+	ratio->GetYaxis()->SetRangeUser(0,2);
6486	+
6487	+	ratio->Draw();
6488	+	TLine *l = new TLine(-100,1.0,300,1.0);
6489	+	l->SetLineColor(kBlue);
6490	+	l->SetLineStyle(2);
6491	+	l->Draw();
6492	+	TLine *llow = new TLine(-100,1.0-0.07,300,1.0-0.07);
6493	+	TLine *lhi = new TLine(-100,1.0+0.07,300,1.0+0.07);
6494	+	llow->SetLineColor(kBlue);
6495	+	llow->SetLineStyle(2);
6496	+	llow->Draw();
6497	+	lhi->SetLineColor(kBlue);
6498	+	lhi->SetLineStyle(2);
6499	+	lhi->Draw();
6500	+
6501	+	CompleteSave(can,"iTTbar/JZB_plot_ratio");
6502	+
6503	+	delete hdata;
6504	+	delete hodata;
6505	+	delete ratio;
6506	+	delete can;
6507	+	//  THStack *hmc = new THStack(allsamples.DrawStack("hmc","mll",40,0,200, "m_{ll} [GeV]", "events", cut&&cutOSSF,mc,luminosity));
6508	+	//  THStack *homc = new THStack(allsamples.DrawStack("homc","mll",40,0,200, "m_{ll} [GeV]", "events", cut&&cutOSOF,mc,luminosity));
6509	+	}
6510	+
6511	+
6512	+
6513	+	void MakeSpecialiTTbarClosurePlot(TCut fullcut, string datajzb, string mcjzb, string MassRegion) {
6514	+	TCanvas *iTTbarClosureTestCanvas = new TCanvas("iTTbarClosureTestCanvas","iTTbarClosureTestCanvas");
6515	+
6516	+	vector<float> binning;
6517	+	/*
6518	+	binning.push_back(0);
6519	+	binning.push_back(20);
6520	+	binning.push_back(50);
6521	+	binning.push_back(100);
6522	+	//  binning.push_back(200);
6523	+	*/
6524	+	binning.push_back(-100);
6525	+	binning.push_back(-50);
6526	+	binning.push_back(-30);
6527	+	binning.push_back(-10);
6528	+	binning.push_back(0);
6529	+	binning.push_back(10);
6530	+	binning.push_back(30);
6531	+	binning.push_back(50);
6532	+	binning.push_back(100);
6533	+	binning.push_back(200);
6534	+
6535	+
6536	+	TH1F *hdata  = allsamples.Draw("hdata", datajzb,binning, "JZB [GeV]", "events", fullcut&&TCut("id1==id2"),data,luminosity);
6537	+	TH1F *hodata = allsamples.Draw("hodata",datajzb,binning, "JZB [GeV]", "events", fullcut&&TCut("id1!=id2"),data,luminosity);
6538	+	TH1F *hmc    = allsamples.Draw("hmc",   mcjzb,binning,   "JZB [GeV]", "events", fullcut&&TCut("id1==id2"),mc,luminosity);
6539	+	TH1F *homc   = allsamples.Draw("homc",  mcjzb,binning,   "JZB [GeV]", "events", fullcut&&TCut("id1!=id2"),mc,luminosity);
6540	+
6541	+	hdata->SetLineColor(kBlack);
6542	+	hmc->SetLineColor(kBlack);
6543	+	hodata->SetLineColor(kRed);
6544	+	homc->SetLineColor(kRed);
6545	+	hodata->SetMarkerColor(kRed);
6546	+
6547	+	hdata->GetYaxis()->SetTitle("events");
6548	+
6549	+	float maximum=hdata->GetMaximum()+1.2*sqrt(hdata->GetMaximum());
6550	+	float minimum=hdata->GetMinimum()-1.2*sqrt(hdata->GetMinimum());
6551	+	if(hmc->GetMinimum()<minimum) minimum=hmc->GetMinimum()-1.2*sqrt(hmc->GetMinimum());
6552	+	if(hmc->GetMaximum()>maximum) maximum=hmc->GetMaximum()+1.2*sqrt(hmc->GetMaximum());
6553	+	if(homc->GetMinimum()<minimum) minimum=homc->GetMinimum()-1.2*sqrt(homc->GetMinimum());
6554	+	if(homc->GetMaximum()>maximum) maximum=homc->GetMaximum()+1.2*sqrt(homc->GetMaximum());
6555	+	if(hodata->GetMinimum()<minimum) minimum=hodata->GetMinimum()-1.2*sqrt(hodata->GetMinimum());
6556	+	if(hodata->GetMaximum()>maximum) maximum=hodata->GetMaximum()+1.2*sqrt(hodata->GetMaximum());
6557	+
6558	+	hdata->SetMaximum(maximum);
6559	+	hdata->SetMinimum(minimum);
6560	+
6561	+
6562	+	hdata->Draw();
6563	+	hmc->Draw("same,histo");
6564	+	homc->Draw("same,histo");
6565	+	hdata->Draw("same");
6566	+	hodata->Draw("same");
6567	+
6568	+	TLegend *leg = make_legend();
6569	+	leg->AddEntry(hdata,"SF data","pe");
6570	+	leg->AddEntry(hodata,"OF data","pe");
6571	+	leg->AddEntry(hmc,"SF MC","l");
6572	+	leg->AddEntry(homc,"OF MC","l");
6573	+	leg->Draw();
6574	+
6575	+	DrawPrelim();
6576	+
6577	+	CompleteSave(iTTbarClosureTestCanvas,"iTTbar/TTbar_CR_Closure_"+MassRegion);
6578	+
6579	+	TH1F *ratio_data = (TH1F*)hdata->Clone("ratio_data");
6580	+	ratio_data->Divide(hodata);
6581	+	TH1F *ratio_mc = (TH1F*)hmc->Clone("ratio_mc");
6582	+	ratio_mc->Divide(homc);
6583	+
6584	+	ratio_mc->SetFillColor(kBlue);
6585	+	ratio_mc->SetMarkerSize(0);
6586	+
6587	+	TGraphAsymmErrors *eratio = produce_ratio_graph(ratio_mc);
6588	+
6589	+	eratio->SetFillColor(TColor::GetColor("#00ADE1"));
6590	+	ratio_data->GetYaxis()->SetRangeUser(0.5,1.5);
6591	+	ratio_data->Draw("e1");
6592	+	eratio->Draw("20");
6593	+	ratio_data->Draw("e1,same");
6594	+
6595	+	TLegend *leg2 = make_legend();
6596	+	leg2->AddEntry(ratio_data,"R(SF/OF) in #bar{t}t CR, data","pe");
6597	+	leg2->AddEntry(eratio    ,"R(SF/OF) in #bar{t}t CR, MC"  ,"f");
6598	+	leg2->SetY1(0.8);
6599	+	leg2->SetX1(0.45);
6600	+	leg2->Draw();
6601	+
6602	+	DrawPrelim();
6603	+	CompleteSave(iTTbarClosureTestCanvas,"iTTbar/TTbar_CR_Closure_Ratio_"+MassRegion);
6604	+
6605	+	TFile *f = new TFile("fout.root","RECREATE");
6606	+	eratio->Write();
6607	+	ratio_data->Write();
6608	+	leg2->Write();
6609	+	f->Close();
6610	+
6611	+
6612	+	delete leg;
6613	+	delete leg2;
6614	+	delete ratio_data;
6615	+	delete ratio_mc;
6616	+	delete hdata;
6617	+	delete hmc;
6618	+	delete hodata;
6619	+	delete iTTbarClosureTestCanvas;
6620	+	}
6621	+
6622	+
6623	+
6624	+	void make_ijzb_ttbar_closure_test(string datajzb, string mcjzb) {
6625	+	TCut tt_nJets("pfJetGoodNum40==2");
6626	+	TCut tt_bJet("pfJetGoodNumBtag40==2 && met[4]>10");
6627	+	TCut tt_LowMass("mll>20&&mll<70");
6628	+	TCut tt_HighMass("mll>120&&mll<200");
6629	+	TCut tt_noZ(tt_LowMass || tt_HighMass);
6630	+
6631	+	/*
6632	+	make_iTTbar_JZB_plot(datajzb, mcjzb,tt_nJets&&tt_bJet&&tt_noZ);
6633	+	*/
6634	+	TCanvas *can = new TCanvas("can","can");
6635	+
6636	+	TH1F *hdata  =                allsamples.Draw(        "hdata", "mll",40,0,200, "m_{ll} [GeV]", "events", tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF,data,luminosity);
6637	+	THStack *hmc = new THStack(   allsamples.DrawStack(   "hmc",   "mll",40,0,200, "m_{ll} [GeV]", "events", tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF,mc,  luminosity));
6638	+	TH1F *hodata =                allsamples.Draw(        "hodata","mll",40,0,200, "m_{ll} [GeV]", "events", tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF,data,luminosity);
6639	+	THStack *homc = new THStack(  allsamples.DrawStack(   "homc",  "mll",40,0,200, "m_{ll} [GeV]", "events", tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF,mc,  luminosity));
6640	+
6641	+	TH1F *coll_hmc = CollapseStack(hmc);
6642	+	TH1F *coll_homc = CollapseStack(homc);
6643	+
6644	+	bool dolog=true;
6645	+	bool nolog=false;
6646	+
6647	+	dout << " SF: " << endl;
6648	+	dout << "   Data : " << hdata->Integral() << endl;
6649	+	WriteYield(hmc, 0, 10000);
6650	+	dout << " OF: " << endl;
6651	+	dout << "   Data : " << hodata->Integral() << endl;
6652	+	WriteYield(homc, 0, 10000);
6653	+	hodata->SetLineColor(kRed);
6654	+	hdata->Draw();
6655	+	hmc->Draw("histo,same");
6656	+	hodata->Draw("histo,same");
6657	+	hdata->Draw("e1,same");
6658	+	DrawPrelim();
6659	+	CompleteSave(can,"TestingPrediction");
6660	+
6661	+	dout << "We get an expected ratio of " << coll_hmc->Integral()/coll_homc->Integral() << endl;
6662	+	dout << "In data we find  " << hdata->Integral()/hodata->Integral() << endl;
6663	+
6664	+	Value R_sf_of_low_mass = GetYieldBetween(hdata,20,70)/GetYieldBetween(hodata,20,70);
6665	+	Value R_sf_of_high_mass = GetYieldBetween(hdata,120,200)/GetYieldBetween(hodata,120,200);
6666	+
6667	+	Value R_sf_of_low_mass_mc = GetYieldBetween(coll_hmc,20,70)/GetYieldBetween(coll_homc,20,70);
6668	+	Value R_sf_of_high_mass_mc = GetYieldBetween(coll_hmc,120,200)/GetYieldBetween(coll_homc,120,200);
6669	+
6670	+	dout << "Ratio at low mass  : " << R_sf_of_low_mass  << " (mc : " << R_sf_of_low_mass_mc << " )" << endl;
6671	+	dout << "Ratio at high mass : " << R_sf_of_high_mass << " (mc : " << R_sf_of_high_mass_mc << " )" << endl;
6672	+
6673	+	dout << "Composition at low mass : " << endl;
6674	+	dout << "Same flavor: " << endl;
6675	+	ProduceYields(20, 70, hdata, hmc);
6676	+	dout << "Opposite flavor: " << endl;
6677	+	ProduceYields(20, 70, hodata, homc);
6678	+
6679	+	dout << endl << endl;
6680	+
6681	+	dout << "Composition at high mass : " << endl;
6682	+	dout << "Same flavor: " << endl;
6683	+	ProduceYields(120, 200, hdata, hmc);
6684	+	dout << "Opposite flavor: " << endl;
6685	+	ProduceYields(120, 200, hodata, homc);
6686	+
6687	+
6688	+
6689	+
6690	+	make_plain_kin_plot(mcjzb,(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF),20,-200,200,dolog,"JZB","iTTbar/JZB_SF",false,true);
6691	+	make_plain_kin_plot(mcjzb,(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF),20,-200,200,dolog,"JZB","iTTbar/JZB_OF",false,true);
6692	+
6693	+	make_plain_kin_plot("mll",(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF),40,0,200,nolog,"m_{ll} [GeV]","iTTbar/mll_SF",false,true);
6694	+	make_plain_kin_plot("mll",(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF),40,0,200,nolog,"m_{ll} [GeV]","iTTbar/mll_OF",false,true);
6695	+
6696	+	make_SF_over_OF_plot(datajzb, mcjzb,tt_nJets&&tt_bJet&&tt_noZ,"mll",20,0,200,"m_{ll} [GeV]","mll");
6697	+
6698	+	MakeSpecialiTTbarClosurePlot((tt_nJets&&tt_bJet&&tt_LowMass),datajzb,mcjzb,"LowMassRegion2070");
6699	+	MakeSpecialiTTbarClosurePlot((tt_nJets&&tt_bJet&&tt_HighMass),datajzb,mcjzb,"HighMassRegion");
6700	+	MakeSpecialiTTbarClosurePlot((tt_nJets&&tt_bJet&&tt_noZ),datajzb,mcjzb,"NoZ");
6701	+
6702	+	//   make_plain_kin_plot("pfJetGoodNum40",(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF),10,-0.5,9.5,dolog,"n_{jets}","iTTbar/nJets_SF",false,true);
6703	+	//   make_plain_kin_plot("pfJetGoodNum40",(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF),10,-0.5,9.5,dolog,"n_{jets}","iTTbar/nJets_OF",false,true);
6704	+	//
6705	+	//   make_plain_kin_plot("pfJetGoodNumBtag40",(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF),10,-0.5,9.5,dolog,"n_{btags}","iTTbar/nBtags_SF",false,true);
6706	+	//   make_plain_kin_plot("pfJetGoodNumBtag40",(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF),10,-0.5,9.5,dolog,"n_{btags}","iTTbar/nBtags_OF",false,true);
6707	+
6708	+
6709	+	delete coll_hmc;
6710	+	delete coll_homc;
6711	+	delete hmc;
6712	+	delete homc;
6713	+	delete hdata;
6714	+	delete hodata;
6715	+	delete can;
6716	+	}
6717	+
6718	+	void compute_global_significance(float local_significance) {
6719	+	float global_sigificance = ROOT::Math::normal_quantile_c(ROOT::Math::normal_cdf_c(local_significance,1)*4,1);
6720	+	dout << "local significance  : " << local_significance << endl;
6721	+	dout << "global significance : " << global_sigificance << endl;
6722	+	}
6723	+
6724	+
6725		void test() {
6726
6727	+
6728	+	float MCPeak, MCPeakError, DataPeak, DataPeakError;
6729	+	stringstream result, datajzb, mcjzb;
6730	+	bool doPUreweighting=true;
6731	+	bool SwitchOffNJetsCut=false;
6732	+
6733	+
6734	+	TCanvas *can = new TCanvas("can","can");
6735	+	float mcSigma,mcSigmaError,dataSigma,dataSigmaError;
6736	+
6737	+	float NumVtxBin[6] = {0,5,10,15,20,30};
6738	+
6739	+	stringstream NowCut;
6740	+
6741	+	TGraphErrors *gMCPeak = new TGraphErrors();
6742	+	gMCPeak->SetTitle("gMCPeak");
6743	+	gMCPeak->SetName("gMCPeak");
6744	+	TGraphErrors *gDataPeak = new TGraphErrors();
6745	+	gDataPeak->SetTitle("gDataPeak");
6746	+	gDataPeak->SetName("gDataPeak");
6747	+	TGraphErrors *gMCWidth = new TGraphErrors();
6748	+	gMCWidth->SetTitle("gMCWidth");
6749	+	gMCWidth->SetName("gMCWidth");
6750	+	TGraphErrors *gDataWidth = new TGraphErrors();
6751	+	gDataWidth->SetTitle("gDataWidth");
6752	+	gDataWidth->SetName("gDataWidth");
6753	+
6754	+	float AllMCPeaks[200];
6755	+	float AllMCPeaksErrors[200];
6756	+
6757	+	for(int i=10;i<180;i+=20) {
6758	+	NowCut.str("");
6759	+	NowCut << "mll>=" << i << "&&mll<" << i+20;
6760	+	find_one_peak_combination(TCut(NowCut.str().c_str()),SwitchOffNJetsCut,MCPeak,MCPeakError, DataPeak,DataPeakError,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
6761	+	AllMCPeaks[i]=MCPeak;
6762	+	AllMCPeaksErrors[i]=MCPeakError;
6763	+	}
6764	+
6765	+	dout << "Summary : " << endl;
6766	+	for(int i=10;i<180;i+=20) {
6767	+	dout << "For the slice at [" << i << " , " << i+20 << "] we get a peak at " << AllMCPeaks[i] << " +/- " << AllMCPeaksErrors[i] << endl;
6768	+	}
6769	+	/*
6770		TCanvas *testcanv = new TCanvas("testcanv","testcanv");
6771		testcanv->cd();
6772	<	switch_overunderflow(true);
6773	<	TH1F *ptdistr   = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
6774	<	switch_overunderflow(false);
6775	<	ptdistr->Draw();
6776	<	testcanv->SaveAs("test.png");
6777	<	dout << "HELLO there!" << endl;
6772	>	//  switch_overunderflow(true);
6773	>	TH1F *histo1 = new TH1F("histo","histo",100,0,1);
6774	>	histo1->Sumw2();
6775	>	TH1F *histo2 = new TH1F("histo2","histo2",100,0,1);
6776	>	histo2->Sumw2();
6777	>
6778	>	for(int i=0;i<100;i++) {
6779	>	histo1->Fill(1.0/i,i);
6780	>	histo2->Fill(1.0/(i*i),i);
6781	>	}
6782	>
6783	>	histo1->Draw();
6784	>	histo2->Draw("e1,same");
6785	>
6786	>	Save_With_Ratio( histo1, histo2, testcanv->cd(), "Bullshit", false, false, "AnyCrap" );
6787	>
6788
6789	+	dout << "HELLO there!" << endl;
6790	+	*/
6791		}

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