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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 1.97 by buchmann, Thu May 30 07:59:33 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	+	void Old_FindPeakPileUpCorrection() {
113	+	bool StoreResultsInSeparateFile=false;
114	+	PeakLibrary::StoreHistos=true;
115	+
116	+
117	+	dout << "Finding peak position as a function of PU" << endl;
118	+	float MCPeak, MCPeakError, DataPeak, DataPeakError;
119	+	stringstream result, datajzb, mcjzb;
120	+	bool doPUreweighting=true;
121	+	bool SwitchOffNJetsCut=false;
122	+
123	+
124	+	TCanvas *can = new TCanvas("can","can");
125	+	float mcSigma,mcSigmaError,dataSigma,dataSigmaError;
126	+
127	+	float NumVtxBin[6] = {0,5,10,15,20,30};
128	+
129	+	stringstream NowCut;
130	+
131	+	TGraphErrors *gMCPeak = new TGraphErrors();
132	+	gMCPeak->SetTitle("gMCPeak");
133	+	gMCPeak->SetName("gMCPeak");
134	+	TGraphErrors *gDataPeak = new TGraphErrors();
135	+	gDataPeak->SetTitle("gDataPeak");
136	+	gDataPeak->SetName("gDataPeak");
137	+	TGraphErrors *gMCWidth = new TGraphErrors();
138	+	gMCWidth->SetTitle("gMCWidth");
139	+	gMCWidth->SetName("gMCWidth");
140	+	TGraphErrors *gDataWidth = new TGraphErrors();
141	+	gDataWidth->SetTitle("gDataWidth");
142	+	gDataWidth->SetName("gDataWidth");
143	+
144	+
145	+	for(int i=0;i<5;i++) {
146	+	NowCut.str("");
147	+	NowCut << "numVtx>=" << NumVtxBin[i] << "&&numVtx<" << NumVtxBin[i+1];
148	+	find_one_peak_combination(TCut(NowCut.str().c_str()),SwitchOffNJetsCut,MCPeak,MCPeakError, DataPeak,DataPeakError,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
149	+	cout << "    " << MCPeak << " +/- " << MCPeakError << endl;
150	+	cout << "    " << DataPeak << " +/- " << DataPeakError << endl;
151	+
152	+	gMCPeak->SetPoint(i,0.5*(NumVtxBin[i]+NumVtxBin[i+1]),MCPeak);
153	+	gMCPeak->SetPointError(i,0.5*(NumVtxBin[i+1]-NumVtxBin[i]),MCPeakError);
154	+
155	+	gDataPeak->SetPoint(i,0.5*(NumVtxBin[i]+NumVtxBin[i+1]),DataPeak);
156	+	gDataPeak->SetPointError(i,0.5*(NumVtxBin[i+1]-NumVtxBin[i]),DataPeakError);
157	+
158	+	gMCWidth->SetPoint(i,0.5*(NumVtxBin[i]+NumVtxBin[i+1]),mcSigma);
159	+	gMCWidth->SetPointError(i,0.5*(NumVtxBin[i+1]-NumVtxBin[i]),mcSigmaError);
160	+
161	+	gDataWidth->SetPoint(i,0.5*(NumVtxBin[i]+NumVtxBin[i+1]),dataSigma);
162	+	gDataWidth->SetPointError(i,0.5*(NumVtxBin[i+1]-NumVtxBin[i]),dataSigmaError);
163	+	}
164	+
165	+	can->cd();
166	+	gMCPeak->GetXaxis()->SetTitle("N(Vertices)");
167	+	gMCPeak->GetYaxis()->SetTitle("Peak position");
168	+	gMCPeak->GetXaxis()->CenterTitle();
169	+	gMCPeak->GetYaxis()->CenterTitle();
170	+	gDataPeak->GetXaxis()->SetTitle("N(Vertices)");
171	+	gDataPeak->GetYaxis()->SetTitle("Peak position");
172	+	gDataPeak->GetXaxis()->CenterTitle();
173	+	gDataPeak->GetYaxis()->CenterTitle();
174	+
175	+	gDataWidth->GetXaxis()->SetTitle("N(Vertices)");
176	+	gDataWidth->GetYaxis()->SetTitle("#sigma_{JZB}");
177	+	gDataWidth->GetXaxis()->CenterTitle();
178	+	gDataWidth->GetYaxis()->CenterTitle();
179	+	gMCWidth->GetXaxis()->SetTitle("N(Vertices)");
180	+	gMCWidth->GetYaxis()->SetTitle("#sigma_{JZB}");
181	+	gMCWidth->GetXaxis()->CenterTitle();
182	+	gMCWidth->GetYaxis()->CenterTitle();
183	+
184	+	gMCPeak->SetFillColor(TColor::GetColor("#2E9AFE"));
185	+	gDataPeak->SetFillColor(TColor::GetColor("#2E9AFE"));
186	+	gDataWidth->SetFillColor(TColor::GetColor("#2E9AFE"));
187	+	gMCWidth->SetFillColor(TColor::GetColor("#2E9AFE"));
188	+
189	+	gMCPeak->Draw("A2");
190	+	DrawMCPrelim();
191	+	CompleteSave(can,"PUStudy/MCPeak");
192	+	can->cd();
193	+	gMCWidth->Draw("A2");
194	+	DrawMCPrelim();
195	+	CompleteSave(can,"PUStudy/MCWidth");
196	+
197	+	can->cd();
198	+	gDataPeak->Draw("A2");
199	+
200	+	DrawPrelim();
201	+	CompleteSave(can,"PUStudy/DataPeak");
202	+	can->cd();
203	+	gDataWidth->Draw("A2");
204	+	DrawPrelim();
205	+	CompleteSave(can,"PUStudy/DataWidth");
206	+
207	+	if(StoreResultsInSeparateFile) {
208	+	TFile *PeakFinding = new TFile("PeakFindingWithPeakCorrection.root","RECREATE");
209	+	gMCPeak->Write();
210	+	gDataPeak->Write();
211	+	gMCWidth->Write();
212	+	gDataWidth->Write();
213	+	PeakFinding->Close();
214	+	}
215	+
216	+	gDataPeak->Fit("pol1","L");
217	+	TF1 *DataFit = (TF1*)gDataPeak->GetFunction("pol1");
218	+	gMCPeak->Fit("pol1","L");
219	+	TF1 *MCFit = (TF1*)gMCPeak->GetFunction("pol1");
220	+
221	+
222	+	can->cd();
223	+	gMCPeak->Draw("A2");
224	+	DrawMCPrelim();
225	+	CompleteSave(can,"PUStudy/MCPeak_WithFit");
226	+	can->cd();
227	+
228	+	can->cd();
229	+	gDataPeak->Draw("A2");
230	+	DrawPrelim();
231	+	CompleteSave(can,"PUStudy/DataPeak_WithFit");
232	+
233	+
234	+
235	+	dout << "The suggested correction for Data is : " << DataFit->GetParameter(1) << endl;
236	+	dout << "The suggested correction for MC is   : " << MCFit->GetParameter(1) << endl;
237	+
238	+	TLegend *leg = make_legend();
239	+	can->cd();
240	+	int j=0;
241	+	for(int i=PeakLibrary::DataHistogram.size()-5;i<PeakLibrary::DataHistogram.size();i++) {
242	+	PeakLibrary::DataHistogram[i]->Rebin(5);
243	+	PeakLibrary::DataHistogram[i]->SetLineColor(j+1);
244	+	if(i==PeakLibrary::DataHistogram.size()-5) PeakLibrary::DataHistogram[i]->DrawNormalized("histo");
245	+	else PeakLibrary::DataHistogram[i]->DrawNormalized("histo,same");
246	+	stringstream name;
247	+	name << NumVtxBin[j] << " < N_{vtx} < " << NumVtxBin[j+1];
248	+	leg->AddEntry(PeakLibrary::DataHistogram[i],name.str().c_str(),"l");
249	+	j++;
250	+	}
251	+
252	+	leg->Draw();
253	+	DrawPrelim();
254	+	CompleteSave(can,"PUStudy/DataOverview");
255	+
256	+	TLegend *leg2 = make_legend();
257	+	can->cd();
258	+	j=0;
259	+	for(int i=PeakLibrary::MCHistogram.size()-5;i<PeakLibrary::MCHistogram.size();i++) {
260	+	PeakLibrary::MCHistogram[i]->Rebin(5);
261	+	PeakLibrary::MCHistogram[i]->SetLineColor(j+1);
262	+	if(i==PeakLibrary::MCHistogram.size()-5) PeakLibrary::MCHistogram[i]->DrawNormalized("histo");
263	+	else PeakLibrary::MCHistogram[i]->DrawNormalized("histo,same");
264	+	stringstream name;
265	+	name << NumVtxBin[j] << " < N_{vtx} < " << NumVtxBin[j+1];
266	+	leg->AddEntry(PeakLibrary::MCHistogram[i],name.str().c_str(),"l");
267	+	j++;
268	+	}
269	+
270	+	leg->Draw();
271	+	DrawPrelim();
272	+	CompleteSave(can,"PUStudy/MCOverview");
273	+
274	+	delete can;
275	+	PeakLibrary::StoreHistos=false;
276	+	}
277	+
278	+	void FindPeakPileUpCorrection() {
279	+	bool StoreResultsInSeparateFile=true;
280	+	PeakLibrary::StoreHistos=true;
281	+
282	+
283	+	dout << "Finding peak position as a function of PU" << endl;
284	+	float MCPeak, MCPeakError, DataPeak, DataPeakError;
285	+	stringstream result, datajzb, mcjzb;
286	+	bool doPUreweighting=true;
287	+	bool SwitchOffNJetsCut=false;
288	+
289	+
290	+	TCanvas *can = new TCanvas("can","can");
291	+	float mcSigma,mcSigmaError,dataSigma,dataSigmaError;
292	+
293	+	const int nbins=11;
294	+	float NumVtxBin[nbins] = {0,7,9,11,13,15,17,19,21,24,50};
295	+
296	+	stringstream NowCut;
297	+
298	+
299	+	Double_t mc_peak_x[nbins];
300	+	Double_t mc_peak_y[nbins];
301	+	Double_t mc_peak_dxh[nbins];
302	+	Double_t mc_peak_dxl[nbins];
303	+	Double_t mc_peak_dy[nbins];
304	+
305	+	Double_t data_peak_x[nbins];
306	+	Double_t data_peak_y[nbins];
307	+	Double_t data_peak_dxh[nbins];
308	+	Double_t data_peak_dxl[nbins];
309	+	Double_t data_peak_dy[nbins];
310	+
311	+	Double_t mc_width_x[nbins];
312	+	Double_t mc_width_y[nbins];
313	+	Double_t mc_width_dxh[nbins];
314	+	Double_t mc_width_dxl[nbins];
315	+	Double_t mc_width_dy[nbins];
316	+
317	+	Double_t data_width_x[nbins];
318	+	Double_t data_width_y[nbins];
319	+	Double_t data_width_dxh[nbins];
320	+	Double_t data_width_dxl[nbins];
321	+	Double_t data_width_dy[nbins];
322	+
323	+	for(int i=0;i<nbins-1;i++) {
324	+	NowCut.str("");
325	+	NowCut << "numVtx>" << NumVtxBin[i] << "&&numVtx<=" << NumVtxBin[i+1];
326	+	cout << "NVtx cut is now : " << NowCut.str() << endl;
327	+	find_one_peak_combination(TCut(NowCut.str().c_str()),SwitchOffNJetsCut,MCPeak,MCPeakError, DataPeak,DataPeakError,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
328	+	cout << "    " << MCPeak << " +/- " << MCPeakError << endl;
329	+	cout << "    " << DataPeak << " +/- " << DataPeakError << endl;
330	+
331	+	TH1F *hDataSFNumVtx = allsamples.Draw("hDataSFNumVtx","numVtx",100,-0.5,49.5, "N_{vtx}", "events", cutmass&&cutOSSF&&cutnJets&&TCut(NowCut.str().c_str()),data, luminosity);
332	+	TH1F *hDataOFNumVtx = allsamples.Draw("hDataOFNumVtx","numVtx",100,-0.5,49.5, "N_{vtx}", "events", cutmass&&cutOSOF&&cutnJets&&TCut(NowCut.str().c_str()),data, luminosity);
333	+	TH1F *hMCSFNumVtx = allsamples.Draw("hMCSFNumVtx","numVtx",100,-0.5,49.5, "N_{vtx}", "events", cutmass&&cutOSSF&&cutnJets&&TCut(NowCut.str().c_str()),mc, luminosity);
334	+	TH1F *hMCOFNumVtx = allsamples.Draw("hMCOFNumVtx","numVtx",100,-0.5,49.5, "N_{vtx}", "events", cutmass&&cutOSOF&&cutnJets&&TCut(NowCut.str().c_str()),mc, luminosity);
335	+
336	+	hDataSFNumVtx->Add(hDataOFNumVtx,-1);
337	+	hMCSFNumVtx->Add(hMCOFNumVtx,-1);
338	+
339	+	mc_peak_x[i]=hMCSFNumVtx->GetMean();
340	+	mc_peak_y[i]=MCPeak;
341	+	mc_peak_dy[i]=MCPeakError;
342	+
343	+	data_peak_x[i]=hDataSFNumVtx->GetMean();
344	+	data_peak_y[i]=DataPeak;
345	+	data_peak_dy[i]=DataPeakError;
346	+
347	+	mc_width_x[i]=hMCSFNumVtx->GetMean();
348	+	mc_width_y[i]=mcSigma;
349	+	mc_width_dy[i]=mcSigmaError;
350	+
351	+	data_width_x[i]=hDataSFNumVtx->GetMean();
352	+	data_width_y[i]=dataSigma;
353	+	data_width_dy[i]=dataSigmaError;
354	+
355	+	delete hDataSFNumVtx;
356	+	delete hDataOFNumVtx;
357	+	delete hMCSFNumVtx;
358	+	delete hMCOFNumVtx;
359	+	}
360	+
361	+	for(int i=0;i<nbins-1;i++) {
362	+	if(i==0) {
363	+	data_width_dxl[i]=data_width_x[i];
364	+	data_peak_dxl[i]=data_peak_x[i];
365	+	data_width_dxh[i]=0.5*(data_width_x[i+1]-data_width_x[i]);
366	+	data_peak_dxh[i]=0.5*(data_peak_x[i+1]-data_peak_x[i]);
367	+
368	+	mc_width_dxl[i]=mc_width_x[i];
369	+	mc_peak_dxl[i]=mc_peak_x[i];
370	+	mc_width_dxh[i]=0.5*(mc_width_x[i+1]-mc_width_x[i]);
371	+	mc_peak_dxh[i]=0.5*(mc_peak_x[i+1]-mc_peak_x[i]);
372	+	} else if(i==nbins-2) {
373	+	data_width_dxl[i]=0.5*(data_width_x[i]-data_width_x[i-1]);
374	+	data_peak_dxl[i]=0.5*(data_peak_x[i]-data_peak_x[i-1]);
375	+	data_width_dxh[i]=50-data_width_x[i];
376	+	data_peak_dxh[i]=50-data_peak_x[i];
377	+
378	+	mc_width_dxl[i]=0.5*(mc_width_x[i]-mc_width_x[i-1]);
379	+	mc_peak_dxl[i]=0.5*(mc_peak_x[i]-mc_peak_x[i-1]);
380	+	mc_width_dxh[i]=50-mc_width_x[i];
381	+	mc_peak_dxh[i]=50-mc_peak_x[i];
382	+	} else {
383	+	data_width_dxl[i]=0.5*(data_width_x[i]-data_width_x[i-1]);
384	+	data_peak_dxl[i]=0.5*(data_peak_x[i]-data_peak_x[i-1]);
385	+	data_width_dxh[i]=0.5*(data_width_x[i+1]-data_width_x[i]);
386	+	data_peak_dxh[i]=0.5*(data_peak_x[i+1]-data_peak_x[i]);
387	+
388	+	mc_width_dxl[i]=0.5*(mc_width_x[i]-mc_width_x[i-1]);
389	+	mc_peak_dxl[i]=0.5*(mc_peak_x[i]-mc_peak_x[i-1]);
390	+	mc_width_dxh[i]=0.5*(mc_width_x[i+1]-mc_width_x[i]);
391	+	mc_peak_dxh[i]=0.5*(mc_peak_x[i+1]-mc_peak_x[i]);
392	+	}
393	+	}
394	+
395	+	TGraphAsymmErrors *gMCPeak = new TGraphAsymmErrors(nbins-1,mc_peak_x,mc_peak_y,mc_peak_dxl,mc_peak_dxh,mc_peak_dy,mc_peak_dy);
396	+	gMCPeak->SetTitle("gMCPeak");
397	+	gMCPeak->SetName("gMCPeak");
398	+
399	+	TGraphAsymmErrors *gDataPeak = new TGraphAsymmErrors(nbins-1,data_peak_x,data_peak_y,data_peak_dxl,data_peak_dxh,data_peak_dy,data_peak_dy);
400	+	gDataPeak->SetTitle("gDataPeak");
401	+	gDataPeak->SetName("gDataPeak");
402	+
403	+	TGraphAsymmErrors *gMCWidth = new TGraphAsymmErrors(nbins-1,mc_width_x,mc_width_y,mc_width_dxl,mc_width_dxh,mc_width_dy,mc_width_dy);
404	+	gMCWidth->SetTitle("gMCWidth");
405	+	gMCWidth->SetName("gMCWidth");
406	+
407	+	TGraphAsymmErrors *gDataWidth = new TGraphAsymmErrors(nbins-1,data_width_x,data_width_y,data_width_dxl,data_width_dxh,data_width_dy,data_width_dy);
408	+	gDataWidth->SetTitle("gDataWidth");
409	+	gDataWidth->SetName("gDataWidth");
410	+
411	+	can->cd();
412	+	gMCPeak->GetXaxis()->SetTitle("N(Vertices)");
413	+	gMCPeak->GetYaxis()->SetTitle("Peak position");
414	+	gMCPeak->GetXaxis()->CenterTitle();
415	+	gMCPeak->GetYaxis()->CenterTitle();
416	+	gDataPeak->GetXaxis()->SetTitle("N(Vertices)");
417	+	gDataPeak->GetYaxis()->SetTitle("Peak position");
418	+	gDataPeak->GetXaxis()->CenterTitle();
419	+	gDataPeak->GetYaxis()->CenterTitle();
420	+
421	+	gDataWidth->GetXaxis()->SetTitle("N(Vertices)");
422	+	gDataWidth->GetYaxis()->SetTitle("#sigma_{JZB}");
423	+	gDataWidth->GetXaxis()->CenterTitle();
424	+	gDataWidth->GetYaxis()->CenterTitle();
425	+	gMCWidth->GetXaxis()->SetTitle("N(Vertices)");
426	+	gMCWidth->GetYaxis()->SetTitle("#sigma_{JZB}");
427	+	gMCWidth->GetXaxis()->CenterTitle();
428	+	gMCWidth->GetYaxis()->CenterTitle();
429	+
430	+	gMCPeak->SetFillColor(TColor::GetColor("#2E9AFE"));
431	+	gDataPeak->SetFillColor(TColor::GetColor("#2E9AFE"));
432	+	gDataWidth->SetFillColor(TColor::GetColor("#2E9AFE"));
433	+	gMCWidth->SetFillColor(TColor::GetColor("#2E9AFE"));
434	+
435	+	gMCPeak->Draw("A2");
436	+	DrawMCPrelim();
437	+	CompleteSave(can,"PUStudy/MCPeak");
438	+	can->cd();
439	+	gMCWidth->Draw("A2");
440	+	DrawMCPrelim();
441	+	CompleteSave(can,"PUStudy/MCWidth");
442	+
443	+	can->cd();
444	+	gDataPeak->Draw("A2");
445	+
446	+	DrawPrelim();
447	+	CompleteSave(can,"PUStudy/DataPeak");
448	+	can->cd();
449	+	gDataWidth->Draw("A2");
450	+	DrawPrelim();
451	+	CompleteSave(can,"PUStudy/DataWidth");
452	+
453	+	if(StoreResultsInSeparateFile) {
454	+	TFile *PeakFinding = new TFile("PeakFindingWithPeakCorrection.root","RECREATE");
455	+	gMCPeak->Write();
456	+	gDataPeak->Write();
457	+	gMCWidth->Write();
458	+	gDataWidth->Write();
459	+	PeakFinding->Close();
460	+	}
461	+
462	+	gDataPeak->Fit("pol1");
463	+	TF1 *DataFit = (TF1*)gDataPeak->GetFunction("pol1");
464	+	gMCPeak->Fit("pol1");
465	+	TF1 *MCFit = (TF1*)gMCPeak->GetFunction("pol1");
466	+
467	+	dout << "The suggested correction for Data is : " << DataFit->GetParameter(1) << endl;
468	+	dout << "The suggested correction for MC is   : " << MCFit->GetParameter(1) << endl;
469	+
470	+	TLegend *leg = make_legend();
471	+	can->cd();
472	+	int j=0;
473	+	for(int i=PeakLibrary::DataHistogram.size()-5;i<PeakLibrary::DataHistogram.size();i++) {
474	+	PeakLibrary::DataHistogram[i]->Rebin(5);
475	+	PeakLibrary::DataHistogram[i]->SetLineColor(j+1);
476	+	if(i==PeakLibrary::DataHistogram.size()-5) PeakLibrary::DataHistogram[i]->DrawNormalized("histo");
477	+	else PeakLibrary::DataHistogram[i]->DrawNormalized("histo,same");
478	+	stringstream name;
479	+	name << NumVtxBin[j] << " < N_{vtx} < " << NumVtxBin[j+1];
480	+	leg->AddEntry(PeakLibrary::DataHistogram[i],name.str().c_str(),"l");
481	+	j++;
482	+	}
483	+
484	+	leg->Draw();
485	+	DrawPrelim();
486	+	CompleteSave(can,"PUStudy/DataOverview");
487	+
488	+	TLegend *leg2 = make_legend();
489	+	can->cd();
490	+	j=0;
491	+	for(int i=PeakLibrary::MCHistogram.size()-5;i<PeakLibrary::MCHistogram.size();i++) {
492	+	PeakLibrary::MCHistogram[i]->Rebin(5);
493	+	PeakLibrary::MCHistogram[i]->SetLineColor(j+1);
494	+	if(i==PeakLibrary::MCHistogram.size()-5) PeakLibrary::MCHistogram[i]->DrawNormalized("histo");
495	+	else PeakLibrary::MCHistogram[i]->DrawNormalized("histo,same");
496	+	stringstream name;
497	+	name << NumVtxBin[j] << " < N_{vtx} < " << NumVtxBin[j+1];
498	+	leg->AddEntry(PeakLibrary::MCHistogram[i],name.str().c_str(),"l");
499	+	j++;
500	+	}
501	+
502	+	leg->Draw();
503	+	DrawPrelim();
504	+	CompleteSave(can,"PUStudy/MCOverview");
505	+
506	+	delete can;
507	+	PeakLibrary::StoreHistos=false;
508	+	}
509	+
510	+
511	+
512	+	void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb, string sSpecialCut="", bool SwitchOffNJetsCut=false)
513	+	{
514	+	bool overunderflowstatus=addoverunderflowbins;
515	+	switch_overunderflow(false);
516	+
517	+	TCut SpecialCut("mll>=0");
518	+	if(sSpecialCut!="") SpecialCut=TCut(sSpecialCut.c_str());
519	+
520	+	bool DoInvidualeemmPeaks=false;
521	+
522	+	float mcpeak, datapeak;
523	+	float mcpeakerr, datapeakerr;
524	+
525	+	float mceepeak,mcmmpeak;
526	+	float mceepeakerr,mcmmpeakerr;
527	+
528	+	float datammpeak,dataeepeak;
529	+	float datammpeakerr,dataeepeakerr;
530	+
531	+	float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
532	+
533	+	dout << "Finding global peak : " << endl;
534	+	find_one_peak_combination(SpecialCut,SwitchOffNJetsCut,mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
535	+
536	+	if(DoInvidualeemmPeaks) {
537	+	dout << "Finding peak for electrons : " << endl;
538	+	find_one_peak_combination(SpecialCut&&TCut("id1==0"),SwitchOffNJetsCut,mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
539	+	dout << "Finding peak for muons : " << endl;
540	+	find_one_peak_combination(SpecialCut&&TCut("id1==1"),SwitchOffNJetsCut,mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
541	+
542	+	datajzb << "(" << jzbvariabledata;
543	+	mcjzb << "(" << jzbvariablemc;
544	+
545	+	if(dataeepeak>0) datajzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
546	+	else datajzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
547	+
548	+	if(datammpeak>0) datajzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
549	+	else datajzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
550	+
551	+	if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
552	+	else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
553	+
554	+	datajzb << ")";
555	+
556	+	if(mceepeak>0) mcjzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
557	+	else mcjzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
558	+
559	+	if(mcmmpeak>0) mcjzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
560	+	else mcjzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
561	+
562	+	if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
563	+	else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
564	+
565	+	mcjzb << ")";
566	+
567	+	} else {
568	+	datajzb << "(" << jzbvariabledata;
569	+	mcjzb   << "(" << jzbvariablemc;
570	+
571	+	if(datapeak>0) datajzb << "- " << TMath::Abs(datapeak) << " ";
572	+	else datajzb << "+ " << TMath::Abs(datapeak) << " ";
573	+
574	+	datajzb << ")";
575	+
576	+	if(mcpeak>0) mcjzb << "- " << TMath::Abs(mcpeak) << " ";
577	+	else mcjzb << "+ " << TMath::Abs(mcpeak) << " ";
578	+
579	+	mcjzb << ")";
580	+	}
581	+
582	+	MCPeak=mcpeak;
583	+	MCPeakError=mcpeakerr;
584	+	DataPeak=datapeak;
585	+	DataPeakError=datapeakerr;
586	+	switch_overunderflow(overunderflowstatus);
587	+	}
588	+
589	+	void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth, int MCorData) {
590	+	float min=70.0;
591	+	float max=115.0;
592	+	if(!PlottingSetup::RestrictToMassPeak) {
593	+	min=20;
594	+	max=300;
595	+	}
596	+	int nbins=int((max-min)/binWidth);
597	+
598	+	string prefix="";
599	+	if(MCorData==mc) prefix="MC__";
600	+
601	+
602	+	if(MCorData==mc) datajzb=mcjzb;
603	+
604	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
605	+
606	+	stringstream largerzeroS;
607	+	largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
608	+	TCut largerzeroD(largerzeroS.str().c_str());
609	+
610	+	stringstream smallerzeroS;
611	+	smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
612	+	TCut smallerzeroD(smallerzeroS.str().c_str());
613	+
614	+
615	+	stringstream largerzeroMS;
616	+	largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
617	+	TCut largerzeroM(largerzeroMS.str().c_str());
618	+
619	+
620	+	stringstream smallerzeroMS;
621	+	smallerzeroMS << "(" << mcjzb << "<-" << jzbthreshold << ")";
622	+	TCut smallerzeroM(smallerzeroMS.str().c_str());
623	+
624	+	TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,MCorData,luminosity);
625	+	THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
626	+	TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,MCorData,luminosity);
627	+	TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,MCorData,luminosity);
628	+	TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,MCorData,luminosity);
629	+
630	+	TH1F *RcorrJZBSBem;
631	+	TH1F *LcorrJZBSBem;
632	+	TH1F *RcorrJZBSBeemm;
633	+	TH1F *LcorrJZBSBeemm;
634	+
635	+	//  TH1F *RcorrJZBeemmNoS;
636	+
637	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
638	+	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,MCorData, luminosity);
639	+	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,MCorData, luminosity);
640	+	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,MCorData, luminosity);
641	+	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,MCorData, luminosity);
642	+	}
643	+
644	+	// Separate predictions
645	+	TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
646	+	TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
647	+	TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
648	+
649	+	TH1F *BpredSys = (TH1F*)SFN->Clone("BpredSys");
650	+	ClearHisto(BpredSys);
651	+	AddSquared(BpredSys,SFN,pow(PlottingSetup::zjetsestimateuncertOFFPEAK,2));
652	+
653	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
654	+	OFP->Scale(1.0/3.0);
655	+	OFP->Add(RcorrJZBSBem,1.0/3.);
656	+	OFP->Add(RcorrJZBSBeemm,1.0/3.);
657	+	OFN->Scale(1.0/3.0);
658	+	OFN->Add(LcorrJZBSBem,1.0/3.);
659	+	OFN->Add(LcorrJZBSBeemm,1.0/3.);
660	+	AddSquared(BpredSys,RcorrJZBem,pow((1.0/3) * PlottingSetup::emuncertOFFPEAK,2));
661	+	AddSquared(BpredSys,RcorrJZBSBem,pow((1.0/3) * PlottingSetup::emuncertOFFPEAK,2));
662	+	AddSquared(BpredSys,RcorrJZBSBeemm,pow((1.0/3) * PlottingSetup::emuncertOFFPEAK,2));
663	+	} else {
664	+	AddSquared(BpredSys,OFN,pow(PlottingSetup::emuncertOFFPEAK,2));
665	+	}
666	+
667	+	SQRT(BpredSys);
668	+
669	+	TGraphErrors *BpredSysBand = new TGraphErrors();
670	+	//  TH1F *BpredSysBand = (TH1F*)BpredSys->Clone("BpredSysBand");
671	+
672	+	for(int i=1;i<=BpredSys->GetNbinsX();i++) {
673	+	/*BpredSysBand->SetBinError(i,BpredSysBand->GetBinContent(i));
674	+	BpredSysBand->SetBinContent(i,0);*/
675	+	float dx=0.5*BpredSys->GetBinWidth(i);
676	+	float dy=BpredSys->GetBinContent(i);
677	+	BpredSysBand->SetPoint(i-1,BpredSys->GetBinCenter(i),0);
678	+	BpredSysBand->SetPointError(i-1,dx,dy);
679	+	}
680	+
681	+	delete BpredSys;
682	+	BpredSysBand->SetFillColor(TColor::GetColor("#2E9AFE"));
683	+
684	+	TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
685	+	Bpred->Add(OFP);
686	+	Bpred->Add(OFN,-1);
687	+	Bpred->SetLineColor(kRed);
688	+
689	+	RcorrJZBeemm->SetTitleOffset(1.3,"y");
690	+	RcorrJZBeemm->Draw();
691	+	mcRcorrJZBeemm.Draw("histo,same");
692	+	Bpred->Draw("histo,same");
693	+	RcorrJZBeemm->Draw("same");
694	+
695	+	TLegend *leg = allsamples.allbglegend();
696	+	leg->SetX1(0.58);
697	+	//  leg->AddEntry(RcorrJZBeemm,"observed (data)","l");
698	+	leg->AddEntry(Bpred,"predicted (data)","l");
699	+	leg->Draw("same");
700	+
701	+	stringstream saveas;
702	+	saveas << "kin/Mll_After_Cut/" << prefix << "Cut_At" << jzbthreshold;
703	+	CompleteSave(ckin,saveas.str());
704	+
705	+	// Draw all predictions overlayed
706	+	unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
707	+	SFN->SetLineColor(kGreen+2);
708	+	SFN->SetLineStyle(2);
709	+	SFN->SetLineWidth(w);
710	+	OFP->SetLineColor(kBlue+2);
711	+	OFP->SetLineStyle(2);
712	+	OFP->SetLineWidth(w);
713	+	OFN->SetLineColor(kMagenta+2);
714	+	OFN->SetLineStyle(3);
715	+	OFN->SetLineWidth(w);
716	+
717	+	RcorrJZBeemm->Draw();
718	+	SFN->Draw("histo,same");
719	+	OFP->Draw("histo,same");
720	+	OFN->Draw("histo,same");
721	+	Bpred->Draw("histo,same");
722	+	RcorrJZBeemm->Draw("same");
723	+
724	+	TLegend *leg2 = make_legend("",0.52,0.7);
725	+	if(MCorData==data) {
726	+	leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
727	+	leg2->AddEntry(Bpred,"predicted (data)","l");
728	+	} else {
729	+	leg2->AddEntry(RcorrJZBeemm,"true (MC)","lp");
730	+	leg2->AddEntry(Bpred,"predicted (MC)","l");
731	+	}
732	+
733	+	if(jzbthreshold>0) {
734	+	leg2->AddEntry(SFN,  ("  SF JZB<-"+any2string(jzbthreshold)).c_str(),"l");
735	+	leg2->AddEntry(OFN,  ("  OF JZB<-"+any2string(jzbthreshold)).c_str(),"l");
736	+	} else {
737	+	leg2->AddEntry(SFN,  "  SF JZB<0","l");
738	+	leg2->AddEntry(OFN,  "  OF JZB<0","l");
739	+	}
740	+	leg2->AddEntry(OFP,  ("  OF JZB>"+any2string(jzbthreshold)).c_str(),"l");
741	+	leg2->Draw("same");
742	+
743	+	saveas.str("");
744	+	saveas << "kin/Mll_After_Cut/" << prefix << "Cut_At" << jzbthreshold << "_nomc";
745	+	CompleteSave(ckin,saveas.str());
746	+
747	+
748	+	TH1F *diff = (TH1F*)RcorrJZBeemm->Clone("diff");
749	+	diff->Add(Bpred,-1);
750	+
751	+	TLegend *dleg = make_legend();
752	+	if(MCorData==data) dleg->AddEntry(diff,"Obs-predicted","p");
753	+	else dleg->AddEntry(diff,"True-predicted","p");
754	+	dleg->AddEntry(BpredSysBand,"Sys. envelope","f");
755	+	dleg->SetY1(0.7);
756	+
757	+
758	+	diff->Draw("e1");
759	+	BpredSysBand->Draw("e2");
760	+	diff->Draw("e1,same");
761	+	dleg->Draw();
762	+
763	+	if(MCorData==data) DrawPrelim();
764	+	else DrawMCPrelim();
765	+
766	+	saveas.str("");
767	+	saveas << "kin/Mll_After_Cut/" << prefix << "Cut_At" << jzbthreshold << "_nomc_Diff";
768	+	CompleteSave(ckin,saveas.str());
769	+
770	+	delete BpredSysBand;
771	+	delete diff;
772	+
773	+	delete RcorrJZBeemm;
774	+	delete LcorrJZBeemm;
775	+	delete RcorrJZBem;
776	+	delete LcorrJZBem;
777	+
778	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
779	+	delete RcorrJZBSBeemm;
780	+	delete LcorrJZBSBeemm;
781	+	delete RcorrJZBSBem;
782	+	delete LcorrJZBSBem;
783	+	}
784	+	delete Bpred;
785	+	delete ckin;
786	+	CleanLegends();
787	+	}
788	+
789		void make_special_mll_plot(int nbins, float min, float max, bool logscale,string xlabel) {
790
791		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
#	Line 86 | Line 804 | void make_special_mll_plot(int nbins, fl
804		datahistoOSSF->SetMarkerSize(DataMarkerSize);
805		datahistoOSSF->Draw();
806
807	<	mcstackOSSF.Draw("same");
807	>	mcstackOSSF.Draw("histo,same");
808		datahistoOSSF->Draw("same");
809
810		datahistoOSOF->SetMarkerColor(TColor::GetColor("#FE642E"));
#	Line 102 | Line 820 | void make_special_mll_plot(int nbins, fl
820		TIter next(bgleg->GetListOfPrimitives());
821		TObject* obj;
822		// Copy the nice bkgd legend skipping the "data"
823	<	while ( obj = next() )
823	>	while ( (obj = next()) )
824		if ( strcmp(((TLegendEntry*)obj)->GetObject()->GetName(),"datahistoOSSF") )
825		kinleg->GetListOfPrimitives()->Add(obj);
826
#	Line 112 | Line 830 | void make_special_mll_plot(int nbins, fl
830		delete datahistoOSOF;
831		delete datahistoOSSF;
832		delete ckin;
833	+	CleanLegends();
834		}
835
836
#	Line 121 | Line 840 | void draw_ratio_plot(TH1* hdata, THStack
840		TIter next(hmc.GetHists());
841		TObject* obj;
842		TH1* hratio = NULL;
843	<	while ( obj = next() ) {
843	>	while ( (obj = next()) ) {
844		if ( !hratio ) {
845		hratio = (TH1*)obj->Clone();
846		hratio->SetName("hratio");
#	Line 152 | Line 871 | void draw_ratio_plot(TH1* hdata, THStack
871		oneline->Draw("same");
872		}
873
874	+	float make_one_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
875	+	string xlabel, string filename, float legendPosition=0.55) {
876	+
877	+	TCut ibasiccut=basiccut;
878	+	bool draw_separation_lines=false;
879	+
880	+	if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
881	+
882	+	TCut cutSF;
883	+	TCut cutOF;
884	+
885	+	cout << "Going to use cutOSSF " << (const char*) cutOSSF << " and cutnJets " << (const char*) cutnJets << " and ibasiccut " << (const char*) ibasiccut << endl;
886	+	cutOF = cutOSOF&&cutnJets&&ibasiccut;
887	+	cutSF = cutOSSF&&cutnJets&&ibasiccut;
888	+
889	+	TCanvas *ofsf_can = new TCanvas("ofsf_can","ofsf_can");
890	+
891	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
892	+	rcan->SetLogy(logscale);
893	+	rcan->cd();
894	+
895	+	std::cout << "OF/SF comparison: variable = " << variable << ", cut = " << cutSF.GetTitle() << std::endl;
896	+	TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
897	+	TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
898	+	//   string signal("LM3");
899	+	//   TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
900	+	//   int idx = signalsamples.FindSample(signal)[0];
901	+	//   (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
902	+	//   signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
903	+	//   signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
904	+	//   signalhisto->SetLineStyle(2);
905	+	datahistoSF->SetMarkerSize(DataMarkerSize);
906	+	datahistoOF->SetLineColor(kRed);
907	+	datahistoOF->SetLineWidth(2);
908	+
909	+	datahistoOF->Scale(1.02); // R(SF/OF)
910	+
911	+	if ( !logscale ) {
912	+	datahistoSF->SetMinimum(0); // Defaults
913	+	} else {
914	+	datahistoSF->SetMinimum(0.5);
915	+	}
916	+	if (ymax<0) {
917	+	if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
918	+	else datahistoSF->SetMaximum(0.8*datahistoSF->GetMaximum());
919	+	} else {
920	+	datahistoSF->SetMaximum(ymax);
921	+	}
922	+
923	+	float ymaxSet = datahistoSF->GetMaximum();
924	+
925	+	datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
926	+	datahistoSF->GetYaxis()->SetTitle("Events");
927	+	datahistoSF->GetXaxis()->CenterTitle();
928	+	datahistoSF->GetYaxis()->CenterTitle();
929	+
930	+	TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.6,false,legendPosition+0.2);
931	+	mleg->AddEntry(datahistoSF, "Same-flavor", "PL");
932	+	if (datahistoOF->Integral()>0) {
933	+	mleg->AddEntry(datahistoOF, "OF based estimate", "L");
934	+	} else {
935	+	mleg->AddEntry((TObject*)0, "", "");
936	+	}
937	+	//mleg->AddEntry(signalhisto, "LM3", "L");
938	+
939	+	datahistoSF->Draw("E1");
940	+
941	+	TH1F *syshisto = (TH1F*)datahistoOF->Clone("syshisto");
942	+	TGraphAsymmErrors *datahistoOFboxes = produce_ratio_graph(datahistoOF);
943	+	for(int i=0;i<datahistoOFboxes->GetN();i++) {
944	+	float ex=datahistoOFboxes->GetErrorX(i);
945	+	float ey=datahistoOFboxes->GetErrorY(i);
946	+	double x,y;
947	+	datahistoOFboxes->GetPoint(i,x,y);
948	+	float pey = sqrt(pow(y*0.07,2)+pow(datahistoOF->GetBinError(i+1),2));
949	+	datahistoOFboxes->SetPointError(ex,ex,pey,pey);
950	+	syshisto->SetBinContent(i+1,0.07);
951	+	syshisto->SetBinError(i+1,0.07);
952	+	if(y<0.01) datahistoOF->SetBinContent(i+1,0);
953	+	}
954	+	mleg->AddEntry(datahistoOFboxes,"Total uncert.","F");
955	+	datahistoOFboxes->SetFillColor(TColor::GetColor("#2E9AFE"));
956	+
957	+	if (datahistoOF->Integral()>0) datahistoOFboxes->Draw("20");
958	+	if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
959	+
960	+	datahistoSF->Draw("E1,same");
961	+
962	+	//signalhisto->Draw("HIST,SAMES");
963	+	mleg->Draw();
964	+	DrawPrelim();
965	+	if (datahistoOF->Integral()>0) {
966	+	//    Save_With_Ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
967	+	save_with_ratio_and_sys_band(0, datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF",syshisto);
968	+	} else {
969	+	CompleteSave(rcan, "SFOF/" + filename);
970	+	}
971	+
972	+	datahistoSF->Delete();
973	+	datahistoOF->Delete();
974	+	//signalhisto->Delete();
975	+	delete datahistoOFboxes;
976	+	delete syshisto;
977	+	delete mleg;
978	+	delete rcan;
979	+	delete ofsf_can;
980	+	return ymaxSet;
981	+	}
982	+
983	+	// Compare data to data
984	+	float make_data_comparison_plot(string variable, TCut cut, int nbins, float min, float max, float ymax, bool logscale,
985	+	string xlabel, string filename, float legendPosition=0.55) {
986	+
987	+	TCut ibasiccut=basiccut&&cut;
988	+
989	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
990	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
991	+	rcan->SetLogy(logscale);
992	+	rcan->cd();
993	+
994	+	std::cout << "Data comparison: variable = " << variable << ", cut = " << ibasiccut.GetTitle() << std::endl;
995	+
996	+	TH1F *data1 = allsamples.Draw("data1",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
997	+	TH1F *data2 = comparesamples.Draw("data2",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
998	+	data1->Scale(5.0/9.2);
999	+
1000	+	data1->SetMarkerSize(DataMarkerSize);
1001	+	data2->SetLineColor(kRed);
1002	+
1003	+	if ( !logscale ) {
1004	+	data1->SetMinimum(0); // Defaults
1005	+	} else {
1006	+	data1->SetMinimum(0.5);
1007	+	}
1008	+	if (ymax<0) {
1009	+	if ( logscale ) data1->SetMaximum(5.3*data1->GetMaximum());
1010	+	else data1->SetMaximum(1.5*data1->GetMaximum());
1011	+	} else {
1012	+	data1->SetMaximum(ymax);
1013	+	}
1014	+
1015	+	float ymaxSet = data1->GetMaximum();
1016	+
1017	+	data1->GetXaxis()->SetTitle(xlabel.c_str());
1018	+	data1->GetYaxis()->SetTitle("Events");
1019	+	data1->GetXaxis()->CenterTitle();
1020	+	data1->GetYaxis()->CenterTitle();
1021	+
1022	+	TLegend *mleg = make_legend("",legendPosition,0.7,false,legendPosition+0.2);
1023	+	mleg->AddEntry(data1, "2012 data (scaled)", "PL");
1024	+	mleg->AddEntry(data2, "2011 data", "L");
1025	+
1026	+	data1->Draw("E1");
1027	+	data2->Draw("HIST,SAMES");
1028	+	mleg->Draw();
1029	+	DrawPrelim();
1030	+	Save_With_Ratio( data1, data2, rcan, "compareData/" + filename, false, false, "new/old" );
1031	+
1032	+	data1->Delete();
1033	+	data2->Delete();
1034	+	delete mleg;
1035	+	delete rcan;
1036	+	delete ckin;
1037	+
1038	+	}
1039	+
1040	+	void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale,
1041	+	string xlabel, string filename, float legendPosition=0.55) {
1042	+
1043	+	string mllcuts[] = { "mll>20","mll>15&&mll<70", "mll>75&&mll<105", "mll>120" };
1044	+	string mllcutname[] = { "m_{ll} > 20 GeV", "20 < m_{ll} < 70 GeV", "70 < m_{ll} < 110 GeV", "m_{ll} > 120 GeV" };
1045	+	string plotname[] = {"_all","_low","_peak","_high"};
1046	+	float ymax;
1047	+
1048	+	int start = 0;
1049	+	if ( !PlottingSetup::openBox ) start = 3;
1050	+
1051	+	for ( int i=start; i<4; ++i ) {
1052	+	if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
1053	+	if ( i==start ) {
1054	+	ymax = make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, -1, logscale, xlabel,
1055	+	filename+plotname[i], legendPosition );
1056	+	} else {
1057	+	make_one_OFSF_plot(variable, mllcuts[i],        mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
1058	+	filename+plotname[i], legendPosition );
1059	+	}
1060	+	make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
1061	+	filename+plotname[i]+"_mm", legendPosition );
1062	+	make_one_OFSF_plot(variable, "id1==0&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
1063	+	filename+plotname[i]+"_ee", legendPosition );
1064	+	}
1065	+
1066	+	}
1067	+
1068	+	TCut ReplaceInCut(TCut cut, string replacethis, string withthis) {
1069	+	string scut=(string)(const char*)cut;
1070	+	string acut=ReplaceAll(scut,replacethis,withthis);
1071	+	return TCut(acut.c_str());
1072	+	}
1073	+
1074	+	void DoMCSystPlot(string datavariable, string mcvariable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
1075	+	TCut cut=addcut&&basiccut;
1076	+
1077	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1078	+	ckin->SetLogy(dolog);
1079	+	cout << "\r Creating " << filename << " : data   (1/6)" << std::flush;
1080	+	TH1F *datahisto = allsamples.Draw("datahisto",datavariable,nbins,min,max, xlabel, "events",cut,data,luminosity);
1081	+	datahisto->SetMarkerSize(DataMarkerSize);
1082	+	if ( !dolog ) datahisto->SetMinimum(0); // Defaults
1083	+	else datahisto->SetMinimum(0.5);
1084	+	if (dolog) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
1085	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
1086	+	cout << "\r Creating " << filename << " : MC central   (2/6)" << std::flush;
1087	+	THStack mcstack   = allsamples.DrawStack("mcstack",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1088	+	TH1F *MCcentral = CollapseStack(mcstack);
1089	+
1090	+	TCut bkpcut = cut;
1091	+	cut = ReplaceInCut(cut,"pfJetGoodNum40","pfJetGoodNum40p1sigma");
1092	+	cout << "\r Creating " << filename << " : MC JES up   (3/6)" << std::flush;
1093	+	TH1F *MCJESup   = allsamples.Draw("MCJESup",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1094	+
1095	+	cut = ReplaceInCut(cut,"pfJetGoodNum40p1sigma","pfJetGoodNum40n1sigma");
1096	+	cout << "\r Creating " << filename << " : MC JES down   (4/6)" << std::flush;
1097	+	TH1F *MCJESdn   = allsamples.Draw("MCJESdn",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1098	+
1099	+	cut=bkpcut;
1100	+	TCut bkpweight = cutWeight;
1101	+	cutWeight= ReplaceInCut(cutWeight,"weight","PUweightUP");
1102	+	cout << "\r Creating " << filename << " : MC PU up   (5/6)" << std::flush;
1103	+	TH1F *MCPUup    = allsamples.Draw("MCPUup",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1104	+
1105	+	cutWeight= ReplaceInCut(cutWeight,"PUweightUP","PUweightDOWN");
1106	+	cout << "\r Creating " << filename << " : MC PU down   (6/6)" << std::flush;
1107	+	TH1F *MCPUdn    = allsamples.Draw("MCPUdn",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1108	+	cutWeight=bkpweight;
1109	+	cout << "\r Creating " << filename << " : Processing systematics ..." << std::flush;
1110	+	TH1F *Systematic = (TH1F*)MCPUdn->Clone("Systematic");
1111	+	for(int i=1;i<=Systematic->GetNbinsX();i++) {
1112	+	float jesdn = abs(MCcentral->GetBinContent(i)-MCJESdn->GetBinContent(i));
1113	+	float jesup = abs(MCcentral->GetBinContent(i)-MCJESup->GetBinContent(i));
1114	+	float jes   = jesdn>jesup?jesdn:jesup;
1115	+
1116	+	float PUup = abs(MCcentral->GetBinContent(i)-MCPUup->GetBinContent(i));
1117	+	float PUdn = abs(MCcentral->GetBinContent(i)-MCPUdn->GetBinContent(i));
1118	+	float pu   = PUdn>PUup?PUdn:PUup;
1119	+
1120	+	float sys=sqrt(jes*jes+pu*pu);
1121	+	sys/=MCcentral->GetBinContent(i);
1122	+	if(MCcentral->GetBinContent(i)==0) sys=0;
1123	+	Systematic->SetBinContent(i,sys);
1124	+	}
1125	+
1126	+	datahisto->Draw("e1");
1127	+	ckin->Update();
1128	+	mcstack.Draw("histo,same");
1129	+
1130	+	datahisto->Draw("same,e1");
1131	+	TLegend *kinleg = allsamples.allbglegend();
1132	+	kinleg->Draw();
1133	+
1134	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1135	+	kinpad->SetLogy(dolog);
1136	+	kinpad->cd();
1137	+	datahisto->Draw("e1");
1138	+	mcstack.Draw("histo,same");
1139	+	datahisto->Draw("same,e1");
1140	+	datahisto->Draw("same,axis");
1141	+
1142	+	kinleg->Draw("same");
1143	+	DrawPrelim();
1144	+	string saveas="kin/"+filename;
1145	+
1146	+	cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
1147	+	save_with_ratio_and_sys_band(0.0, datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc",Systematic );
1148	+
1149	+	ckin->cd();
1150	+	MCcentral->SetFillColor(kWhite);
1151	+	MCcentral->SetLineColor(kBlack);
1152	+	MCcentral->SetLineWidth(2);
1153	+	MCPUdn->SetLineColor(kRed);
1154	+	MCPUup->SetLineColor(kYellow);
1155	+	MCJESdn->SetLineColor(kBlue);
1156	+	MCJESup->SetLineColor(kGreen);
1157	+
1158	+	TLegend *legsmall = new TLegend(0.0,0.85,1.0,1.00);
1159	+	legsmall->SetNColumns(5);
1160	+	legsmall->AddEntry(MCcentral,"central","L");
1161	+	legsmall->AddEntry(MCPUdn,"PU down","L");
1162	+	legsmall->AddEntry(MCPUup,"PU up","L");
1163	+	legsmall->AddEntry(MCJESdn,"JES down","L");
1164	+	legsmall->AddEntry(MCJESup,"JES up","L");
1165	+	legsmall->SetFillColor(kWhite);
1166	+	legsmall->SetBorderSize(0);
1167	+
1168	+	datahisto->Draw("e1");
1169	+	MCcentral->Draw("histo,same");
1170	+	MCPUdn->Draw("histo,same");
1171	+	MCPUup->Draw("histo,same");
1172	+	MCJESdn->Draw("histo,same");
1173	+	MCJESup->Draw("histo,same");
1174	+	datahisto->Draw("e1,same");
1175	+	legsmall->Draw();
1176	+	CompleteSave(ckin,saveas+"___AllLines");
1177	+
1178	+	delete datahisto;
1179	+	delete MCcentral;
1180	+	delete MCPUdn;
1181	+	delete MCPUup;
1182	+	delete MCJESdn;
1183	+	delete MCJESup;
1184	+	delete ckin;
1185	+	}
1186	+
1187	+	void DoMCSystPlot(string variable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
1188	+	DoMCSystPlot(variable, variable, nbins, min, max, addcut, dolog, xlabel, filename);
1189	+	}
1190	+
1191		float lastrange_min=0;
1192		float lastrange_max=0;
1193
#	Line 160 | Line 1196 | void make_kin_plot(string variable, stri
1196		//  TCut basiccut("(pfJetGoodNum>=2&&pfJetGoodID[0])&&(pfJetGoodNum>=2&&pfJetGoodID[1])&&(passed_triggers||!is_data)");
1197		TCut ibasiccut=basiccut;
1198		bool draw_separation_lines=false;
1199	+	bool drawsignal = false;
1200
1201		if(isPF) ibasiccut=basiccut&&"pfjzb[0]>-998";
1202
#	Line 181 | Line 1218 | void make_kin_plot(string variable, stri
1218		//Step 2: Refine the cut
1219		TCut cut;
1220		cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
1221	<	if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
1221	>	if(filename=="nJets" || filename=="nJets_inclusive" || filename=="nJets_met100" || filename=="nJets_inclusive_met100") cut=cutmass&&cutOSSF&&ibasiccut;
1222	>	if(filename=="nJets_osof" || filename=="nJets_osof_inclusive" || filename=="nJets_osof_met100" || filename=="nJets_osof_inclusive_met100") cut=cutmass&&cutOSOF&&ibasiccut;
1223		if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
1224	<	if(filename=="mll") {
1224	>	if(filename=="mll"||filename=="mll_met100") {
1225		cut=cutOSSF&&cutnJets&&ibasiccut;
1226		draw_separation_lines=true;
1227		}
1228	<	if(filename=="mll_ee") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
1229	<	if(filename=="mll_osof") {
1228	>	if(filename=="mll_ee"||filename=="mll_ee_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
1229	>	if(filename=="mll_mm"||filename=="mll_mm_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
1230	>	if(filename=="mll_osof"||filename=="mll_osof_met100") {
1231		cut=cutOSOF&&cutnJets&&ibasiccut;
1232		draw_separation_lines=true;
1233		}
1234	<	if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
1235	<	if(filename=="mll_aboveJZB100") cut=cutOSSF&&cutnJets&&ibasiccut;
1234	>	if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
1235	>	if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
1236	>	if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
1237	>	if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
1238		if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutOSSF;
1239		if(filename=="mll_inclusive_osof") cut=cutOSOF;
1240		if(filename=="mll_inclusive_ee") cut=cutOSSF&&"id1==0";
1241		if(filename=="mll_inclusive_mm") cut=cutOSSF&&"id1==1";
1242		if(filename=="pfJetGoodEta_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
1243		if(filename=="pfJetGoodPt_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
1244	+	if(filename=="numVtx") cut=cutmass&&ibasiccut;
1245
1246		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1247		ckin->SetLogy(logscale);
1248		TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
1249		datahisto->SetMarkerSize(DataMarkerSize);
1250	<	THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
1250	>	if ( !logscale ) datahisto->SetMinimum(0); // Defaults
1251	>	else datahisto->SetMinimum(0.5);
1252	>	// Custom max.
1253	>	if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
1254		if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
1255		if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
1256	<	if(filename=="mll_inclusive") datahisto->SetMinimum(1);
1256	>	if(filename=="mll_inclusive"||filename=="mll_inclusive_mm"||filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
1257		if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
1258		if(filename=="mll_osof") datahisto->SetMinimum(9);
1259	+	if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
1260	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
1261
1262	<	datahisto->SetMaximum(5.3*datahisto->GetMaximum());
216	<	datahisto->Draw("e1");
217	<	ckin->Update();
1262	>	cout << "******** Cut used : " << (const char*) cut << " for plot " << filename << endl;
1263		if(loadlastminmax) {
1264		datahisto->SetMinimum(lastrange_min);
1265		datahisto->SetMaximum(lastrange_max);
#	Line 224 | Line 1269 | void make_kin_plot(string variable, stri
1269		}
1270		}
1271
1272	<	mcstack.Draw("same");
1272	>	// Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
1273	>	string signal("LM3");
1274	>	TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
1275	>	int idx = signalsamples.FindSample(signal)[0];
1276	>	if(drawsignal) (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
1277	>	if(drawsignal) signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
1278	>	if(drawsignal) signalhisto->SetLineColor(kOrange);
1279	>
1280	>	THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1281	>	datahisto->Draw("e1");
1282	>	ckin->Update();
1283	>	mcstack.Draw("histo,same");
1284	>
1285		datahisto->Draw("same,e1");
1286		TLegend *kinleg = allsamples.allbglegend();
1287		kinleg->Draw();
#	Line 266 | Line 1323 | void make_kin_plot(string variable, stri
1323		kinpad->cd();
1324		kinpad->SetLogy(logscale);
1325		datahisto->Draw("e1");
1326	<	mcstack.Draw("same");
1326	>	mcstack.Draw("histo,same");
1327	>	if(drawsignal) signalhisto->Draw("same");
1328		datahisto->Draw("same,e1");
1329		datahisto->Draw("same,axis");
1330		if(RestrictToMassPeak&&draw_separation_lines) {
#	Line 274 | Line 1332 | void make_kin_plot(string variable, stri
1332		upperboundary->Draw("same");
1333		}
1334
1335	+	if(drawsignal) kinleg->AddEntry("signalhisto",signal.c_str(),"l");
1336		kinleg->Draw();
1337		write_cut->Draw();
1338		DrawPrelim();
1339		string saveas="kin/"+filename;
1340		if(isPF) saveas="kin/"+filename+"__PF";
1341	<	save_with_ratio(datahisto,mcstack,kinpad->cd(),saveas);
1341	>	Save_With_Ratio(datahisto,mcstack,kinpad->cd(),saveas);
1342		//      if(isPF) CompleteSave(with_ratio,"kin/"+filename+"__PF_withratio");
1343		//      else CompleteSave(with_ratio,"kin/"+filename+"_withratio");
1344		//      delete with_ratio;
#	Line 288 | Line 1347 | void make_kin_plot(string variable, stri
1347		else CompleteSave(ckin,"kin/"+filename);
1348		}
1349		datahisto->Delete();
1350	+	delete signalhisto;
1351	+	delete ckin;
1352	+	}
1353	+
1354	+
1355	+	void make_plain_kin_plot(string variable, string addcut, int nbins, float min, float max, bool logscale,
1356	+	string xlabel, string filename, bool isPF=true, bool plotratio=true, bool loadlastminmax=false ) {
1357	+	TCut cut=TCut(addcut.c_str())&&basiccut;
1358	+
1359	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1360	+	ckin->SetLogy(logscale);
1361	+	TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
1362	+	datahisto->SetMarkerSize(DataMarkerSize);
1363	+	if ( !logscale ) datahisto->SetMinimum(0); // Defaults
1364	+	else datahisto->SetMinimum(0.5);
1365	+	// Custom max.
1366	+	if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
1367	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
1368	+
1369	+	cout << "******** Cut used : " << (const char*) cut << " for plot " << filename << endl;
1370	+	if(loadlastminmax) {
1371	+	datahisto->SetMinimum(lastrange_min);
1372	+	datahisto->SetMaximum(lastrange_max);
1373	+	if(logscale) {
1374	+	datahisto->SetMinimum(pow(10,lastrange_min));
1375	+	datahisto->SetMaximum(pow(10,lastrange_max));
1376	+	}
1377	+	}
1378	+
1379	+	THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1380	+	datahisto->Draw("e1");
1381	+	ckin->Update();
1382	+	mcstack.Draw("histo,same");
1383	+
1384	+	datahisto->Draw("same,e1");
1385	+	TLegend *kinleg = allsamples.allbglegend();
1386	+	kinleg->Draw();
1387	+
1388	+	lastrange_min=ckin->GetUymin();
1389	+	lastrange_max=ckin->GetUymax();
1390	+
1391	+	if ( plotratio ) {
1392	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1393	+	kinpad->cd();
1394	+	kinpad->SetLogy(logscale);
1395	+	datahisto->Draw("e1");
1396	+	mcstack.Draw("histo,same");
1397	+	datahisto->Draw("same,e1");
1398	+	datahisto->Draw("same,axis");
1399	+
1400	+	kinleg->Draw();
1401	+	DrawPrelim();
1402	+	string saveas="kin/"+filename;
1403	+	if(isPF) saveas="kin/"+filename+"__PF";
1404	+	Save_With_Ratio(datahisto,mcstack,kinpad->cd(),saveas);
1405	+	} else {
1406	+	if(isPF) CompleteSave(ckin,"kin/"+filename+"__PF");
1407	+	else CompleteSave(ckin,"kin/"+filename);
1408	+	}
1409	+	datahisto->Delete();
1410		delete ckin;
1411		}
1412
1413
1414	<	void make_JES_plot() {
1414	>	void make_JES_plot(TCut cut, string name) {
1415
1416		int nbins=10;
1417		float min=-0.5;
1418		float max = 9.5;
1419		bool logscale=true;
1420		string xlabel="nJets";
302	–	TCut cut=cutmass&&cutOSSF&&basiccut;
1421
1422		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1423		ckin->SetLogy(logscale);
1424	<	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
1424	>	TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
1425		datahisto->SetMarkerSize(DataMarkerSize);
1426	<	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
1427	<	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
1428	<	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
1426	>	THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
1427	>	TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
1428	>	TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
1429
1430		datahisto->SetMinimum(1);
1431		datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
#	Line 326 | Line 1444 | void make_JES_plot() {
1444		JESunc->SetFillColor(TColor::GetColor("#00ADE1"));
1445		JESunc->SetFillStyle(3002);
1446		datahisto->Draw("e1");
1447	<	mcstack.Draw("same");
1447	>	mcstack.Draw("histo,same");
1448		JESunc->Draw("2");
1449		datahisto->Draw("same,e1");
1450		TLegend *kinleg = allsamples.allbglegend();
1451		kinleg->AddEntry(JESunc,"JES uncertainty","f");
1452		kinleg->Draw();
1453	<	CompleteSave(ckin,"Systematics/JES");
1453	>	CompleteSave(ckin,"Systematics/JES"+name);
1454		datahisto->Delete();
1455		delete ckin;
1456	+	delete JESunc;
1457	+	delete JESup;
1458	+	delete JESdn;
1459	+	CleanLegends();
1460	+	}
1461	+
1462	+	string Cut2Str(TCut cut) {
1463	+	return ((string)(const char*)cut);
1464	+	}
1465	+
1466	+	void MakeElegantTwoThreeComparisons() {
1467	+
1468	+	TCut signal("met[4]>100&&met[4]<150&&mll>20"&&PlottingSetup::basicqualitycut);
1469	+	TCut TwoJets("pfJetGoodNum40==2");
1470	+	TCut ThreeJets("pfJetGoodNum40>=3");
1471	+
1472	+	float min=20;
1473	+	float max=300;
1474	+	int nbins=int((max-min)/5.0);
1475	+	string xlabel="m_{ll} [GeV]";
1476	+
1477	+	TCanvas *can2 = new TCanvas("can2","can2");
1478	+	TH1F *TwoOF = allsamples.Draw("TwoOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("/TT_"));
1479	+	TH1F *TwoSF = allsamples.Draw("TwoSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("/TT_"));
1480	+	TH1F *ThreeOF = allsamples.Draw("ThreeOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("/TT_"));
1481	+	TH1F *ThreeSF = allsamples.Draw("ThreeSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("/TT_"));
1482	+
1483	+	can2->cd(1);
1484	+
1485	+	TwoSF->SetFillColor(kWhite);
1486	+	TwoOF->SetFillColor(kWhite);
1487	+	ThreeSF->SetFillColor(kWhite);
1488	+	ThreeOF->SetFillColor(kWhite);
1489	+
1490	+	TPad *kin3 = new TPad("kin3","kin3",0,0,1,1);
1491	+	kin3->cd();
1492	+	TwoOF->Draw("histo");
1493	+	TwoSF->Draw("e1,same");
1494	+	TLegend *leg_SFOF_Two = make_legend();
1495	+	leg_SFOF_Two->SetHeader("t#bar{t} MC:");
1496	+	leg_SFOF_Two->AddEntry(TwoOF,"OF, nJets==2","l");
1497	+	leg_SFOF_Two->AddEntry(TwoSF,"SF, nJets==2","lp");
1498	+	leg_SFOF_Two->Draw();
1499	+	Save_With_Ratio(TwoSF,TwoOF,kin3->cd(),"DoubleRatios/SFOF_Two");
1500	+
1501	+	TPad *kin4 = new TPad("kin4","kin4",0,0,1,1);
1502	+	kin4->cd();
1503	+	ThreeOF->Draw("histo");
1504	+	ThreeSF->Draw("e1,same");
1505	+	TLegend *leg_SFOF_Three = make_legend();
1506	+	leg_SFOF_Three->SetHeader("t#bar{t} MC:");
1507	+	leg_SFOF_Three->AddEntry(TwoOF,"OF, nJet#geq3","l");
1508	+	leg_SFOF_Three->AddEntry(TwoSF,"SF, nJets#geq3","lp");
1509	+	leg_SFOF_Three->Draw();
1510	+	Save_With_Ratio(ThreeSF,ThreeOF,kin4->cd(),"DoubleRatios/SFOF_Three");
1511	+
1512	+
1513	+	TwoSF->Scale(ThreeSF->Integral()/TwoSF->Integral());
1514	+	TPad *kin = new TPad("kin","kin",0,0,1,1);
1515	+	kin->cd();
1516	+	TwoSF->Draw("histo");
1517	+	ThreeSF->Draw("e1,same");
1518	+	TLegend *leg_SF_Two_Three = make_legend();
1519	+	leg_SF_Two_Three->SetHeader("t#bar{t} MC:");
1520	+	leg_SF_Two_Three->AddEntry(TwoSF,"#splitline{SF, nJets==2}{ (scaled)}","l");
1521	+	leg_SF_Two_Three->AddEntry(ThreeSF,"SF, nJets#geq3","lp");
1522	+	leg_SF_Two_Three->Draw();
1523	+	Save_With_Ratio(TwoSF,ThreeSF,kin->cd(),"DoubleRatios/SF_Two_Three");
1524	+
1525	+	TwoOF->Scale(ThreeOF->Integral()/TwoOF->Integral());
1526	+	TPad *kin2 = new TPad("kin2","kin2",0,0,1,1);
1527	+	kin2->cd();
1528	+	TwoOF->Draw("histo");
1529	+	ThreeOF->Draw("e1,same");
1530	+	TLegend *leg_OF_Two_Three = make_legend();
1531	+	leg_OF_Two_Three->SetHeader("t#bar{t} MC:");
1532	+	leg_OF_Two_Three->AddEntry(TwoSF,"#splitline{OF, nJets==2}{ (scaled)}","l");
1533	+	leg_OF_Two_Three->AddEntry(ThreeSF,"OF, nJets#geq3","lp");
1534	+	leg_OF_Two_Three->Draw();
1535	+	Save_With_Ratio(TwoOF,ThreeOF,kin2->cd(),"DoubleRatios/OF_Two_Three");
1536	+
1537	+	}
1538	+
1539	+	void PresentRange(TH1F *Down, TH1F *Up, TH1F *central, TVirtualPad *pad, string title) {
1540	+	pad->cd();
1541	+	TGraphErrors *gr = new TGraphErrors(Down->GetNbinsX());
1542	+	for(int i=1;i<=Down->GetNbinsX();i++) {
1543	+	float average=0.5*(Down->GetBinContent(i)+Up->GetBinContent(i));
1544	+	float error=abs(Down->GetBinContent(i)-average);
1545	+	gr->SetPoint(i-1,Down->GetBinCenter(i),average);
1546	+	gr->SetPointError(i-1,Down->GetBinWidth(i)/2.0,error);
1547	+	}
1548	+	gr->SetFillColor(TColor::GetColor("#F79F81"));
1549	+	gr->GetYaxis()->SetRangeUser(0,2);
1550	+	gr->GetXaxis()->SetTitle(central->GetXaxis()->GetTitle());
1551	+	gr->GetYaxis()->SetTitle(central->GetYaxis()->GetTitle());
1552	+	gr->GetXaxis()->CenterTitle();
1553	+	gr->GetYaxis()->CenterTitle();
1554	+
1555	+	gr->Draw("A2");
1556	+	central->Draw("e1,same");
1557	+	DrawMCPrelim();
1558	+	TText *rtitle = write_text(0.8,0.8,title);
1559	+	TLine *line = new TLine(Down->GetBinLowEdge(1),1.0,Down->GetBinLowEdge(Down->GetNbinsX())+Down->GetBinWidth(Down->GetNbinsX()),1.0);
1560	+	line->SetLineColor(kBlue);
1561	+	line->SetLineStyle(2);
1562	+	line->Draw("same");
1563	+	rtitle->Draw("same");
1564	+	}
1565	+
1566	+	TH1F* ProduceTTbarRatio(TH1F *datahisto, TH1F *fullmc, TH1F *originalttbar, TH1F *httbar) {
1567	+	TH1F *basehisto = (TH1F*)fullmc->Clone("basehisto");
1568	+	basehisto->Add(originalttbar,-1);
1569	+	basehisto->Add(httbar);
1570	+
1571	+	string sname=httbar->GetName();
1572	+	sname="R"+sname.substr(1,sname.length());
1573	+	TH1F *ratio = (TH1F*)datahisto->Clone(sname.c_str());
1574	+	ratio->Divide(basehisto);
1575	+	delete basehisto;
1576	+	return ratio;
1577	+	}
1578	+
1579	+	void make_ttbar_comparison(string datavariable, string mcvariable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
1580	+
1581	+	TCut cut=addcut&&basiccut;
1582	+
1583	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1584	+	ckin->SetLogy(dolog);
1585	+	cout << "\r Creating " << filename << " : data   (1/7)" << std::flush;
1586	+	TH1F *datahisto = allsamples.Draw("datahisto",datavariable,nbins,min,max, xlabel, "events",cut,data,luminosity);
1587	+	datahisto->SetMarkerSize(DataMarkerSize);
1588	+	if ( !dolog ) datahisto->SetMinimum(0); // Defaults
1589	+	else datahisto->SetMinimum(0.5);
1590	+	if (dolog) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
1591	+	else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
1592	+	cout << "\r Creating " << filename << " : MC central  (stack) (2/7)" << std::flush;
1593	+	THStack mcstack   = allsamples.DrawStack("mcstack",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1594	+	TH1F *MCcentral = CollapseStack(mcstack);
1595	+
1596	+	cout << "\r Creating " << filename << " : MC central (histo)   (3/7)" << std::flush;
1597	+	TH1F *TCentral        = allsamples.Draw ("TCentral",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,allsamples.FindSample("/TT_"));
1598	+	TH1F *RCentral        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TCentral);
1599	+
1600	+	cout << "\r Creating " << filename << " : MC Matching up   (4/7)" << std::flush;
1601	+	TH1F *TMatchingUp     = systsamples.Draw("TMatchingUp",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingup"));
1602	+	TH1F *RMatchingUp     = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingUp);
1603	+
1604	+	cout << "\r Creating " << filename << " : MC Matching down   (5/7)" << std::flush;
1605	+	TH1F *TMatchingDown   = systsamples.Draw("TMatchingDown",mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingdown"));
1606	+	TH1F *RMatchingDown   = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingDown);
1607	+
1608	+	cout << "\r Creating " << filename << " : MC Scale up   (6/7)" << std::flush;
1609	+	TH1F *TScaleUp        = systsamples.Draw("TScaleUp",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaleup"));
1610	+	TH1F *RScaleUp        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleUp);
1611	+
1612	+	cout << "\r Creating " << filename << " : MC Scale down   (7/7)" << std::flush;
1613	+	TH1F *TScaleDown      = systsamples.Draw("TScaleDown",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaledown"));
1614	+	TH1F *RScaleDown      = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleDown);
1615	+
1616	+	datahisto->Draw("e1");
1617	+	ckin->Update();
1618	+	mcstack.Draw("histo,same");
1619	+
1620	+	datahisto->Draw("same,e1");
1621	+	TLegend *kinleg = allsamples.allbglegend();
1622	+	kinleg->Draw();
1623	+
1624	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1625	+	kinpad->SetLogy(dolog);
1626	+	kinpad->cd();
1627	+	datahisto->Draw("e1");
1628	+	mcstack.Draw("histo,same");
1629	+	datahisto->Draw("same,e1");
1630	+	datahisto->Draw("same,axis");
1631	+
1632	+	kinleg->Draw("same");
1633	+	DrawPrelim();
1634	+	string saveas="kin/"+filename;
1635	+
1636	+	cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
1637	+	Save_With_Ratio( datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc");
1638	+	delete kinpad;
1639	+
1640	+	ckin->cd();
1641	+	TCentral->SetLineColor(kBlack);
1642	+
1643	+	TMatchingUp->SetLineColor(TColor::GetColor("#2c17b1"));//blue
1644	+	TMatchingUp->SetLineStyle(2);//dashed
1645	+	TMatchingDown->SetLineColor(TColor::GetColor("#2c17b1"));
1646	+	TMatchingDown->SetLineStyle(3);//dotted
1647	+
1648	+	TScaleUp->SetLineColor(TColor::GetColor("#FF8500"));//orange
1649	+	TScaleUp->SetLineStyle(2);//dashed
1650	+	TScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
1651	+	TScaleDown->SetLineStyle(3);//dotted
1652	+
1653	+	MCcentral->SetLineStyle(3);
1654	+	MCcentral->SetLineColor(kRed);
1655	+
1656	+	TCentral->Draw("e1,same");
1657	+	TCentral->Draw("histo,same");
1658	+	TMatchingUp->Draw("histo,same");
1659	+	TMatchingDown->Draw("histo,same");
1660	+	TScaleUp->Draw("histo,same");
1661	+	TScaleDown->Draw("histo,same");
1662	+
1663	+	TLegend *sleg = make_legend();
1664	+	sleg->AddEntry(TCentral,"Central","L");
1665	+	sleg->AddEntry(TMatchingUp,"matching up","L");
1666	+	sleg->AddEntry(TMatchingDown,"matching down","L");
1667	+	sleg->AddEntry(TScaleUp,"scale up","L");
1668	+	sleg->AddEntry(TScaleDown,"scale down","L");
1669	+	sleg->Draw();
1670	+
1671	+	CompleteSave(ckin,saveas+"___AllLines");
1672	+	ckin->cd();
1673	+	ckin->SetLogy(0);
1674	+
1675	+	RCentral->SetLineColor(kBlack);
1676	+
1677	+	RMatchingUp->SetLineColor(TColor::GetColor("#2c17b1"));//blue
1678	+	RMatchingUp->SetLineStyle(2);//dashed
1679	+	RMatchingDown->SetLineColor(TColor::GetColor("#2c17b1"));
1680	+	RMatchingDown->SetLineStyle(3);//dotted
1681	+
1682	+	RScaleUp->SetLineColor(TColor::GetColor("#FF8500"));//orange
1683	+	RScaleUp->SetLineStyle(2);//dashed
1684	+	RScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
1685	+	RScaleDown->SetLineStyle(3);//dotted
1686	+
1687	+	RCentral->GetYaxis()->SetRangeUser(0,2);
1688	+	RCentral->Draw("e1");
1689	+	RMatchingUp->Draw("histo,same");
1690	+	RMatchingDown->Draw("histo,same");
1691	+	RScaleUp->Draw("histo,same");
1692	+	RScaleDown->Draw("histo,same");
1693	+
1694	+	CompleteSave(ckin,saveas+"___AllRatios");
1695	+
1696	+	TCanvas *multicanvas = new TCanvas("multicanvas","multicanvas",1400,700);
1697	+	multicanvas->Divide(2,1);
1698	+	PresentRange(RMatchingUp,RMatchingDown,RCentral,multicanvas->cd(1),"Matching");
1699	+	PresentRange(RScaleUp,RScaleDown,RCentral,multicanvas->cd(2),"Scale");
1700	+	CompleteSave(multicanvas,saveas+"___RangeIllustration");
1701	+
1702	+
1703	+	delete datahisto;
1704	+	delete   TCentral;
1705	+	delete   TMatchingUp;
1706	+	delete   TMatchingDown;
1707	+	delete   TScaleUp;
1708	+	delete   TScaleDown;
1709	+	//   delete   Ttmass166;
1710	+	//   delete   Ttmass169;
1711	+	//   delete   Ttmass175;
1712	+	//   delete   Ttmass178;
1713	+
1714	+	delete ckin;
1715	+
1716	+	}
1717	+
1718	+	void make_ttbar_comparison(string variable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
1719	+	make_ttbar_comparison(variable, variable, nbins, min, max, addcut, dolog, xlabel, filename);
1720	+	}
1721	+
1722	+	void ProduceJanPlots() {
1723	+	TCanvas *c1 = new TCanvas("c1","c1");
1724	+	TH1F *metSF = allsamples.Draw("metSF","met[4]",30,100,400, "E_{T}^{miss} [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
1725	+	TH1F *metOF = allsamples.Draw("metOF","met[4]",30,100,400, "E_{T}^{miss} [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
1726	+
1727	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
1728	+	rcan->cd();
1729	+
1730	+	metOF->SetLineColor(kRed);
1731	+	metSF->Draw("e1");
1732	+	metOF->Draw("histo,same");
1733	+	metSF->Draw("e1,same");
1734	+
1735	+	TLegend *leg = make_legend();
1736	+
1737	+	leg->AddEntry(metSF,"Data SF","p");
1738	+	leg->AddEntry(metOF,"Data OF","l");
1739	+	leg->Draw();
1740	+
1741	+	DrawPrelim();
1742	+
1743	+	Save_With_Ratio(metSF,metOF,rcan,"JanPlots/ETHConfig",false,false,"SF/OF");
1744	+
1745	+	delete rcan;
1746	+	delete metSF;
1747	+	delete metOF;
1748	+	delete c1;
1749	+	}
1750	+
1751	+	THStack MakeOneSystematicsPlot(TCut cut, string saveas, string variation, TH1F *hdata, string variable, int nbins, float bmin, float bmax, string label, TH1F* &thisto) {
1752	+	THStack SystPlot = allsamples.DrawStack(variation,variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity);
1753	+
1754	+	//now need to process the plot (calculate the variation and set the member of thstack accordingly!)
1755	+	if(variation!="Central") {
1756	+	TH1F *varttbar;
1757	+	if(variation=="MatchingUp") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_matchingup_TuneZ2s"));
1758	+	if(variation=="MatchingDown") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_matchingdown"));
1759	+	if(variation=="ScaleUp") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_scaleup"));
1760	+	if(variation=="ScaleDown") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_scaledown"));
1761	+	assert(varttbar);
1762	+
1763	+	TIter nextHisto(SystPlot.GetHists());
1764	+	TH1F* h;
1765	+	while ( h = (TH1F*)nextHisto() ) {
1766	+	if(Contains(h->GetName(),"t_bar_t")) {
1767	+	varttbar->Scale(h->Integral()/varttbar->Integral());
1768	+	for(int i=0;i<=h->GetNbinsX()+1;i++) {//note that we deliberatly consider the under/overflow bin as well!
1769	+	h->SetBinContent(i,varttbar->GetBinContent(i));
1770	+	h->SetBinError(i,varttbar->GetBinError(i));
1771	+	}
1772	+	thisto=(TH1F*)varttbar->Clone(variation.c_str());
1773	+	SystPlot.Modified();
1774	+	}
1775	+	}
1776	+	delete varttbar;
1777	+	} else {
1778	+	TIter nextHisto(SystPlot.GetHists());
1779	+	TH1F* h;
1780	+	while ( h = (TH1F*)nextHisto() ) {
1781	+	if(Contains(h->GetName(),"t_bar_t")) thisto=(TH1F*)h->Clone(variation.c_str());
1782	+	}
1783	+	}
1784	+
1785	+	TLegend *fullleg = allsamples.allbglegend();
1786	+	fullleg->SetHeader(variation.c_str());
1787	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1788	+	kinpad->SetLogy(1);
1789	+	kinpad->cd();
1790	+
1791	+	hdata->Draw("e1");
1792	+	SystPlot.Draw("histo,same");
1793	+	hdata->Draw("e1,same");
1794	+	fullleg->Draw();
1795	+	DrawPrelim();
1796	+
1797	+	Save_With_Ratio(hdata,SystPlot,kinpad,saveas+"_"+variation);
1798	+	CleanLegends();
1799	+
1800	+	delete kinpad;
1801	+	return SystPlot;
1802	+	}
1803	+
1804	+
1805	+
1806	+	void ProduceMCSystematicPlot(string variable, int nbins, float bmin, float bmax, string label, TCut thiscut, string saveas) {
1807	+	TCanvas *ca = new TCanvas("ca","ca");
1808	+	TH1F *hdata = allsamples.Draw("hdata",variable,nbins,bmin,bmax,label,"events",thiscut,data,luminosity);
1809	+
1810	+	TH1F *tScaleUp,*tScaleDown,*tMatchingUp,*tMatchingDown,*tCentral;
1811	+
1812	+	THStack ScaleUp      = MakeOneSystematicsPlot(thiscut,saveas,"ScaleUp",hdata,variable, nbins, bmin, bmax, label,tScaleUp);
1813	+	THStack ScaleDown    = MakeOneSystematicsPlot(thiscut,saveas,"ScaleDown",hdata,variable, nbins, bmin, bmax, label,tScaleDown);
1814	+	THStack MatchingUp   = MakeOneSystematicsPlot(thiscut,saveas,"MatchingUp",hdata,variable, nbins, bmin, bmax, label,tMatchingUp);
1815	+	THStack MatchingDown = MakeOneSystematicsPlot(thiscut,saveas,"MatchingDown",hdata,variable, nbins, bmin, bmax, label,tMatchingDown);
1816	+
1817	+	TH1F *HScaleUp = CollapseStack(ScaleUp);
1818	+	TH1F *HScaleDown = CollapseStack(ScaleDown);
1819	+	TH1F *HMatchingUp = CollapseStack(MatchingUp);
1820	+	TH1F *HMatchingDown = CollapseStack(MatchingDown);
1821	+
1822	+	THStack Central = MakeOneSystematicsPlot(thiscut,saveas,"Central",hdata,variable, nbins, bmin, bmax, label,tCentral);
1823	+	TH1F *HCentral = CollapseStack(Central);
1824	+
1825	+	TH1F *Systematic = (TH1F*)hdata->Clone("Systematic");
1826	+	for(int i=1;i<=Systematic->GetNbinsX();i++) {
1827	+	float matchingup   = abs(HMatchingUp->GetBinContent(i)-HCentral->GetBinContent(i));
1828	+	float matchingdown = abs(HMatchingDown->GetBinContent(i)-HCentral->GetBinContent(i));
1829	+	float scaleup   = abs(HScaleUp->GetBinContent(i)-HCentral->GetBinContent(i));
1830	+	float scaledown = abs(HScaleDown->GetBinContent(i)-HCentral->GetBinContent(i));
1831	+
1832	+	float matching = matchingup>matchingdown?matchingup:matchingdown;
1833	+	float scale    = scaleup>scaledown?scaleup:scaledown;
1834	+
1835	+	float sys=sqrt(matching*matching+scale*scale);
1836	+	sys/=HCentral->GetBinContent(i);
1837	+	if(HCentral->GetBinContent(i)==0) sys=0;
1838	+	Systematic->SetBinContent(i,sys);
1839	+	}
1840	+
1841	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1842	+	kinpad->SetLogy(1);
1843	+	kinpad->cd();
1844	+	if(variable=="genMET") {
1845	+	Central.Draw("histo");
1846	+	} else {
1847	+	hdata->Draw("e1");
1848	+	Central.Draw("histo,same");
1849	+	hdata->Draw("e1,same");
1850	+	}
1851	+
1852	+	DrawPrelim();
1853	+
1854	+	save_with_ratio_and_sys_band( 0.0, hdata, HCentral, kinpad->cd(), saveas, false, false, "data/mc",Systematic );
1855	+
1856	+	kinpad->cd();
1857	+	tCentral->SetFillColor(kWhite);
1858	+	tCentral->SetLineColor(kBlack);
1859	+	tScaleUp->SetLineColor(kRed);
1860	+	tScaleDown->SetLineColor(kRed);
1861	+	tMatchingUp->SetLineColor(kBlue);
1862	+	tMatchingDown->SetLineColor(kBlue);
1863	+	tScaleUp->SetLineStyle(2);
1864	+	tScaleDown->SetLineStyle(3);
1865	+	tMatchingUp->SetLineStyle(2);
1866	+	tMatchingDown->SetLineStyle(3);
1867	+
1868	+	TLegend *leg2 = make_legend();
1869	+	leg2->AddEntry(hdata,"Data","p");
1870	+	leg2->AddEntry(tCentral,"Central (ttbar)","l");
1871	+	leg2->AddEntry(tScaleUp,"ScaleUp (ttbar)","l");
1872	+	leg2->AddEntry(tScaleDown,"ScaleDown (ttbar)","l");
1873	+	leg2->AddEntry(tMatchingUp,"MatchingUp (ttbar)","l");
1874	+	leg2->AddEntry(tMatchingDown,"MatchingDown (ttbar)","l");
1875	+	if(variable=="genMET") {
1876	+	Central.Draw("histo");
1877	+	}else {
1878	+	hdata->Draw("e1");
1879	+	Central.Draw("histo,same");
1880	+	hdata->Draw("e1,same");
1881	+	}
1882	+	tCentral->Draw("histo,same");
1883	+	tScaleUp->Draw("histo,same");
1884	+	tScaleDown->Draw("histo,same");
1885	+	tMatchingUp->Draw("histo,same");
1886	+	tMatchingDown->Draw("histo,same");
1887	+	leg2->Draw();
1888	+
1889	+	CompleteSave(kinpad,saveas+"__TTbarComparison");
1890	+
1891	+	gStyle->SetOptFit(0);
1892	+
1893	+	kinpad->cd();
1894	+	kinpad->SetLogy(0);
1895	+	TH1F *MatchingRatio = (TH1F*)tMatchingUp->Clone("MatchingRatio");
1896	+	MatchingRatio->Divide(tMatchingDown);
1897	+	TLine *lone = new TLine(tScaleUp->GetBinLowEdge(1),1,tScaleUp->GetBinLowEdge(tScaleUp->GetNbinsX())+tScaleUp->GetBinWidth(tScaleUp->GetNbinsX()),1);
1898	+	lone->SetLineColor(TColor::GetColor("#01DF01"));
1899	+	lone->SetLineStyle(2);
1900	+	TH1F *ScaleRatio = (TH1F*)tScaleUp->Clone("ScaleRatio");
1901	+	ScaleRatio->Divide(tScaleDown);
1902	+	MatchingRatio->GetYaxis()->SetRangeUser(0,3);
1903	+	MatchingRatio->Draw("e1");
1904	+	TF1 *QP1 = new TF1("QP1","[0]+[1]*x",50,200);//simple linear function ranging from 50 to 200
1905	+	MatchingRatio->Fit("QP1","R");
1906	+	lone->Draw();
1907	+	stringstream summary;
1908	+	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);
1909	+	summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1910	+	TText *infobox = write_title(summary.str());
1911	+	infobox->SetX(0.75);
1912	+	infobox->SetTextSize(0.03);
1913	+	infobox->SetY(0.75);
1914	+	infobox->Draw();
1915	+	CompleteSave(kinpad,saveas+"__TTbarComparison_MatchingUpDividedMatchingDown");
1916	+	kinpad->cd();
1917	+	ScaleRatio->GetYaxis()->SetRangeUser(0,3);
1918	+	ScaleRatio->Draw("e1");
1919	+	ScaleRatio->Fit("QP1","R");
1920	+	summary.str("");
1921	+	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);
1922	+	summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1923	+	TText *infobox2 = write_title(summary.str());
1924	+	infobox2->SetX(0.75);
1925	+	infobox2->SetTextSize(0.03);
1926	+	infobox2->SetY(0.75);
1927	+	infobox2->Draw();
1928	+
1929	+	lone->Draw();
1930	+	CompleteSave(kinpad,saveas+"__TTbarComparison_ScaleUpDividedScaleDown");
1931	+
1932	+
1933	+	delete QP1;
1934	+	delete infobox;
1935	+	delete infobox2;
1936	+	delete MatchingRatio;
1937	+	delete ScaleRatio;
1938	+	DeleteStack(ScaleUp);
1939	+	DeleteStack(ScaleDown);
1940	+	DeleteStack(MatchingUp);
1941	+	DeleteStack(MatchingDown);
1942	+	delete leg2;
1943	+	CleanLegends();
1944	+	DeleteStack(Central);
1945	+	delete Systematic;
1946	+	delete HScaleUp;
1947	+	delete HScaleDown;
1948	+	delete HMatchingUp;
1949	+	delete HMatchingDown;
1950	+	delete hdata;
1951	+	delete HCentral;
1952	+	delete ca;
1953	+	}
1954	+
1955	+	TH1F* ImposeBinning(TH1F *binninghisto, TH1F* histo) {
1956	+	float val=0,err=0;
1957	+	vector<float> bins;
1958	+	vector<float> vals;
1959	+	vector<float> errs;
1960	+
1961	+	bins.push_back(binninghisto->GetBinLowEdge(1));
1962	+	int iBin=1;
1963	+
1964	+	for(unsigned int i=1;i<histo->GetNbinsX();i++) {//going to second last one on purpose!
1965	+	if((histo->GetBinLowEdge(i)+0.00001>=binninghisto->GetBinLowEdge(iBin)+binninghisto->GetBinWidth(iBin))) {
1966	+	bins.push_back(histo->GetBinLowEdge(i));
1967	+	vals.push_back(val);val=0;
1968	+	errs.push_back(err);err=0;
1969	+	iBin++;
1970	+	}
1971	+	val+=histo->GetBinContent(i);
1972	+	err=sqrt(err*err+histo->GetBinError(i)*histo->GetBinError(i));
1973	+	}
1974	+	bins.push_back(histo->GetBinLowEdge(histo->GetNbinsX())+histo->GetBinWidth(histo->GetNbinsX()));
1975	+	vals.push_back(val);val=0;
1976	+	errs.push_back(err);err=0;
1977	+
1978	+	TH1F *h = new TH1F(("r"+(string)histo->GetName()).c_str(),("r"+(string)histo->GetName()).c_str(),bins.size()-1,&bins[0]);
1979	+	for(unsigned int i=0;i<vals.size();i++) {
1980	+	h->SetBinContent(i+1,vals[i]);
1981	+	h->SetBinError(i+1,errs[i]);
1982	+	}
1983	+
1984	+	h->GetXaxis()->SetTitle(histo->GetXaxis()->GetTitle());
1985	+	h->GetYaxis()->SetTitle(histo->GetYaxis()->GetTitle());
1986	+
1987	+	h->GetXaxis()->CenterTitle();
1988	+	h->GetYaxis()->CenterTitle();
1989	+
1990	+	return h;
1991	+	}
1992	+
1993	+
1994	+	TH1F* ReBinOptimizingStats(int nbins, TH1F *histo) {
1995	+	float statsperbin = (1/(float)nbins) * histo->Integral();
1996	+	float val=0,err=0;
1997	+	vector<float> bins;
1998	+	vector<float> vals;
1999	+	vector<float> errs;
2000	+
2001	+	bins.push_back(histo->GetBinLowEdge(1));
2002	+	for(unsigned int i=1;i<=histo->GetNbinsX();i++) {
2003	+	val+=histo->GetBinContent(i);
2004	+	err=sqrt(err*err+histo->GetBinError(i)*histo->GetBinError(i));
2005	+	if( val/statsperbin > 0.85) {
2006	+	if(bins.size()<nbins) {
2007	+	bins.push_back(histo->GetBinLowEdge(i)+histo->GetBinWidth(i));
2008	+	vals.push_back(val);val=0;
2009	+	errs.push_back(err);err=0;
2010	+	}
2011	+	}
2012	+	if(i==histo->GetNbinsX()) {
2013	+	bins.push_back(histo->GetBinLowEdge(i)+histo->GetBinWidth(i));
2014	+	vals.push_back(val);val=0;
2015	+	errs.push_back(err);err=0;
2016	+	}
2017	+	}
2018	+	TH1F *h = new TH1F(("r"+(string)histo->GetName()).c_str(),("r"+(string)histo->GetName()).c_str(),bins.size()-1,&bins[0]);
2019	+
2020	+	h->GetXaxis()->SetTitle(histo->GetXaxis()->GetTitle());
2021	+	h->GetYaxis()->SetTitle(histo->GetYaxis()->GetTitle());
2022	+
2023	+	h->GetXaxis()->CenterTitle();
2024	+	h->GetYaxis()->CenterTitle();
2025	+
2026	+	for(unsigned int i=0;i<vals.size();i++) {
2027	+	h->SetBinContent(i+1,vals[i]);
2028	+	h->SetBinError(i+1,errs[i]);
2029	+	}
2030	+
2031	+	return h;
2032	+	}
2033	+
2034	+
2035	+
2036	+	void ShowBinning(TH1F *histo) {
2037	+	cout << "Showing binning for " << histo->GetName() << " (\" " << histo->GetTitle() << "\")" << endl;
2038	+	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;
2039	+	}
2040	+
2041	+	void QuickProduceMCSystematicPlot(string variable, int nbins, float bmin, float bmax, string label, TCut thiscut, string saveas) {
2042	+	TCanvas *ca = new TCanvas("ca","ca");
2043	+	TH1F *tScaleUp = systsamples.Draw("tScaleUp",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("scaleup"));
2044	+	TH1F *tScaleDown = systsamples.Draw("tScaleDown",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("scaledown"));
2045	+	TH1F *tMatchingUp = systsamples.Draw("tMatchingUp",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("matchingup"));
2046	+	TH1F *tMatchingDown = systsamples.Draw("tMatchingDown",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("matchingdown"));
2047	+	TH1F *tCentral = systsamples.Draw("tCentral",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("TTJets_MassiveBinDECAY_TuneZ2sta"));
2048	+
2049	+	tScaleUp->Scale(1.0/tScaleUp->Integral());
2050	+	tScaleDown->Scale(1.0/tScaleDown->Integral());
2051	+	tMatchingDown->Scale(1.0/tMatchingDown->Integral());
2052	+	tMatchingUp->Scale(1.0/tMatchingUp->Integral());
2053	+	tCentral->Scale(1.0/tCentral->Integral());
2054	+
2055	+	cout << "At this point we want to rebin the scale/matching histograms so we get decent stats!" << endl;
2056	+
2057	+
2058	+	TH1F *rtScaleUp = ReBinOptimizingStats(7,tScaleUp); // using the scale up sample to get the binning (shouldn't use the central one for obvious reasons)
2059	+	TH1F *rtScaleDown = ImposeBinning(rtScaleUp,tScaleDown);
2060	+	TH1F *rtMatchingDown = ImposeBinning(rtScaleUp,tMatchingDown);
2061	+	TH1F *rtMatchingUp = ImposeBinning(rtScaleUp,tMatchingUp);
2062	+	TH1F *rtCentral = ImposeBinning(rtScaleUp,tCentral);
2063	+
2064	+	float min=rtScaleUp->GetMinimum();
2065	+	float max=rtScaleUp->GetMaximum();
2066	+
2067	+	if(rtScaleDown->GetMinimum()<min) min=rtScaleDown->GetMinimum();
2068	+	if(rtMatchingDown->GetMinimum()<min) min=rtMatchingDown->GetMinimum();
2069	+	if(rtMatchingDown->GetMinimum()<min) min=rtMatchingDown->GetMinimum();
2070	+	if(rtMatchingUp->GetMinimum()<min) min=rtMatchingUp->GetMinimum();
2071	+	if(rtCentral->GetMinimum()<min) min=rtCentral->GetMinimum();
2072	+
2073	+	if(rtScaleDown->GetMaximum()<min) max=rtScaleDown->GetMaximum();
2074	+	if(rtMatchingDown->GetMaximum()<min) max=rtMatchingDown->GetMaximum();
2075	+	if(rtMatchingDown->GetMaximum()<min) max=rtMatchingDown->GetMaximum();
2076	+	if(rtMatchingUp->GetMaximum()<min) max=rtMatchingUp->GetMaximum();
2077	+	if(rtCentral->GetMaximum()<min) max=rtCentral->GetMaximum();
2078	+
2079	+	rtCentral->SetMaximum(1.2*max);
2080	+	rtCentral->SetMinimum(0.8*min);
2081	+
2082	+	/*  tScaleUp->Rebin(40);
2083	+	tScaleDown->Rebin(40);
2084	+	tMatchingDown->Rebin(40);
2085	+	tMatchingUp->Rebin(40);
2086	+	tCentral->Rebin(40);*/
2087	+
2088	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
2089	+	kinpad->SetLogy(1);
2090	+	kinpad->cd();
2091	+	tCentral->SetFillColor(kWhite);
2092	+	tCentral->SetLineColor(kBlack);
2093	+	tScaleUp->SetLineColor(kRed);
2094	+	tScaleDown->SetLineColor(kRed);
2095	+	tMatchingUp->SetLineColor(kBlue);
2096	+	tMatchingDown->SetLineColor(kBlue);
2097	+	tScaleUp->SetLineStyle(2);
2098	+	tScaleDown->SetLineStyle(3);
2099	+	tMatchingUp->SetLineStyle(2);
2100	+	tMatchingDown->SetLineStyle(3);
2101	+
2102	+	rtScaleDown->SetLineColor(kRed);
2103	+	rtMatchingUp->SetLineColor(kBlue);
2104	+	rtMatchingDown->SetLineColor(kBlue);
2105	+	rtScaleUp->SetLineStyle(2);
2106	+	rtScaleDown->SetLineStyle(3);
2107	+	rtMatchingUp->SetLineStyle(2);
2108	+	rtMatchingDown->SetLineStyle(3);
2109	+
2110	+	TLegend *leg2 = make_legend();
2111	+	leg2->AddEntry(tCentral,"Central (ttbar)","l");
2112	+	leg2->AddEntry(tScaleUp,"ScaleUp (ttbar)","l");
2113	+	leg2->AddEntry(tScaleDown,"ScaleDown (ttbar)","l");
2114	+	leg2->AddEntry(tMatchingUp,"MatchingUp (ttbar)","l");
2115	+	leg2->AddEntry(tMatchingDown,"MatchingDown (ttbar)","l");
2116	+
2117	+	tCentral->Draw("histo");
2118	+	tScaleUp->Draw("histo,same");
2119	+	tScaleDown->Draw("histo,same");
2120	+	tMatchingUp->Draw("histo,same");
2121	+	tMatchingDown->Draw("histo,same");
2122	+	leg2->Draw();
2123	+	DrawMCPrelim();
2124	+	CompleteSave(kinpad,saveas+"__TTbarComparison");
2125	+	kinpad->cd();
2126	+	kinpad->SetLogy(0);
2127	+	rtCentral->Draw("histo");
2128	+	rtScaleUp->Draw("histo,same");
2129	+	rtScaleDown->Draw("histo,same");
2130	+	rtMatchingUp->Draw("histo,same");
2131	+	rtMatchingDown->Draw("histo,same");
2132	+	leg2->Draw();
2133	+	DrawMCPrelim();
2134	+	CompleteSave(kinpad,saveas+"__TTbarComparison__REBINNED");
2135	+
2136	+
2137	+	gStyle->SetOptFit(0);
2138	+
2139	+	kinpad->cd();
2140	+	kinpad->SetLogy(0);
2141	+	TH1F *MatchingRatio = (TH1F*)rtMatchingUp->Clone("MatchingRatio");
2142	+	MatchingRatio->Divide(rtMatchingDown);
2143	+	TLine *lone = new TLine(tScaleUp->GetBinLowEdge(1),1,tScaleUp->GetBinLowEdge(tScaleUp->GetNbinsX())+tScaleUp->GetBinWidth(tScaleUp->GetNbinsX()),1);
2144	+	lone->SetLineColor(TColor::GetColor("#01DF01"));
2145	+	lone->SetLineStyle(2);
2146	+	TH1F *ScaleRatio = (TH1F*)rtScaleUp->Clone("ScaleRatio");
2147	+	ScaleRatio->Divide(rtScaleDown);
2148	+	MatchingRatio->GetYaxis()->SetRangeUser(0,3);
2149	+	MatchingRatio->Draw("e1");
2150	+	TF1 *QP1 = new TF1("QP1","[0]+[1]*x",50,200);//simple linear function ranging from 50 to 200
2151	+	if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") MatchingRatio->Fit("QP1","RQ");
2152	+	lone->Draw();
2153	+	stringstream summary;
2154	+	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);
2155	+	summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
2156	+	TText *infobox = write_title(summary.str());
2157	+	infobox->SetX(0.75);
2158	+	infobox->SetTextSize(0.03);
2159	+	infobox->SetY(0.75);
2160	+	if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") infobox->Draw();
2161	+	DrawMCPrelim();
2162	+	CompleteSave(kinpad,saveas+"__TTbarComparison_MatchingUpDividedMatchingDown");
2163	+	kinpad->cd();
2164	+	ScaleRatio->GetYaxis()->SetRangeUser(0,3);
2165	+	ScaleRatio->Draw("e1");
2166	+	if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") ScaleRatio->Fit("QP1","RQ");
2167	+	summary.str("");
2168	+	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);
2169	+	summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
2170	+	TText *infobox2 = write_title(summary.str());
2171	+	infobox2->SetX(0.75);
2172	+	infobox2->SetTextSize(0.03);
2173	+	infobox2->SetY(0.75);
2174	+	if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") infobox2->Draw();
2175	+
2176	+	lone->Draw();
2177	+	DrawMCPrelim();
2178	+	CompleteSave(kinpad,saveas+"__TTbarComparison_ScaleUpDividedScaleDown");
2179	+
2180	+	kinpad->cd();
2181	+	TH1F *SysMatching = (TH1F*)rtMatchingDown->Clone("SysMatching");
2182	+	TH1F *SysScale = (TH1F*)rtScaleDown->Clone("SysMatching");
2183	+	TH1F *SysHisto = (TH1F*)rtScaleDown->Clone("SysHisto");
2184	+
2185	+	for(int i=1;i<=SysScale->GetNbinsX();i++) {
2186	+	float matching, scale;
2187	+	bool AssumeFactor=false;
2188	+	if(AssumeFactor) {
2189	+	// assume that an upward/downward variation means a change by a constant factor, i.e. f(up) = alpha * f(central)
2190	+	matching=0.;
2191	+	scale=0.;
2192	+	} else {
2193	+	// assume that the central value is exactly between up & down, i.e. central = (up-down)/2
2194	+	matching = fabs(    ( rtMatchingUp->GetBinContent(i) - rtMatchingDown->GetBinContent(i)) / (rtMatchingUp->GetBinContent(i) + rtMatchingDown->GetBinContent(i)) );
2195	+	scale    = fabs(    ( rtScaleUp->GetBinContent(i) - rtScaleDown->GetBinContent(i)) / (rtScaleUp->GetBinContent(i) + rtScaleDown->GetBinContent(i)) );
2196	+	}
2197	+
2198	+	SysMatching->SetBinContent(i,1+matching);
2199	+	SysScale->SetBinContent(i,1+scale);
2200	+	SysHisto->SetBinContent(i,sqrt(matching*matching+scale*scale)+1);
2201	+	}
2202	+
2203	+	SysHisto->SetLineColor(kGreen);
2204	+
2205	+	SysMatching->SetMaximum(3.0);
2206	+	SysMatching->SetMinimum(0.0);
2207	+	SysMatching->Draw("histo");
2208	+	SysScale->Draw("histo,same");
2209	+	SysHisto->Draw("histo,same");
2210	+	CompleteSave(kinpad,saveas+"__TTbarComparison_DerivedSystematic");
2211	+
2212	+	delete SysMatching;
2213	+	delete SysScale;
2214	+
2215	+	if(!Contains(variable,"gen")) {
2216	+	TH1F *hdata  = allsamples.Draw("hdata",   variable,nbins,bmin,bmax,label,"events",thiscut,data,luminosity);
2217	+	THStack smc = allsamples.DrawStack("smc",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity);
2218	+
2219	+	TH1F *Systematic = (TH1F*)hdata->Clone("Systematic");
2220	+
2221	+	for(int i=1;i<=Systematic->GetNbinsX();i++) {
2222	+	int iBin=SysHisto->FindBin(Systematic->GetBinCenter(i));
2223	+	if(iBin>SysHisto->GetNbinsX()) --iBin; // if we're over the end of the histo, use the last bin
2224	+	float sys = SysHisto->GetBinContent(iBin)-1;
2225	+	Systematic->SetBinContent(i,sys);
2226	+	}
2227	+
2228	+	kinpad->cd();
2229	+	TLegend *leg = allsamples.allbglegend();
2230	+	hdata->Draw();
2231	+	smc.Draw("histo,same");
2232	+	hdata->Draw("same");
2233	+	leg->Draw();
2234	+	DrawPrelim();
2235	+	save_with_ratio_and_sys_band( 0.0, hdata, CollapseStack(smc), kinpad->cd(), saveas+"__DataVsMC", false, false, "data/mc",Systematic );
2236	+
2237	+	delete Systematic;
2238	+	delete hdata;
2239	+	}
2240	+
2241	+
2242	+	delete SysHisto;
2243	+	delete tScaleUp;
2244	+	delete tScaleDown;
2245	+	delete tCentral;
2246	+	delete tMatchingUp;
2247	+	delete tMatchingDown;
2248	+	delete rtScaleUp;
2249	+	delete rtScaleDown;
2250	+	delete rtCentral;
2251	+	delete rtMatchingUp;
2252	+	delete rtMatchingDown;
2253	+	delete QP1;
2254	+	delete infobox;
2255	+	delete infobox2;
2256	+	delete MatchingRatio;
2257	+	delete ScaleRatio;
2258	+	delete leg2;
2259	+	CleanLegends();
2260	+	delete ca;
2261	+	}
2262	+
2263	+	void ProduceMCSystematicPlots() {
2264	+	cout << "Getting ready to produce systematic plots " << endl;
2265	+	TCut cutweightBKP = cutWeight;
2266	+
2267	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor");
2268	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor");
2269	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor");
2270	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor");
2271	+
2272	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE");
2273	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE");
2274	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE_HighMass");
2275	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE_HighMass");
2276	+
2277	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE");
2278	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE");
2279	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE_HighMass");
2280	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE_HighMass");
2281	+	QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_SameFlavor");
2282	+	QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_OppositeFlavor");
2283	+
2284	+
2285	+
2286	+	cout << "Kicking cutWeight  " << (const char*) cutWeight << endl;
2287	+	cout << "Keeping OSSF cut " << (const char*)cutOSSF << endl;
2288	+	cutWeight="1.0";
2289	+
2290	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE__NOPURW");
2291	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE__NOPURW");
2292	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE_HighMass__NOPURW");
2293	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
2294	+
2295	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE__NOPURW");
2296	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE__NOPURW");
2297	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE_HighMass__NOPURW");
2298	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
2299	+
2300	+
2301	+	// --------------------------------------    ***** AACHEN *****      --------------------------------------
2302	+
2303	+	/*
2304	+	cutWeight=cutweightBKP;
2305	+	TCut essentialcutBKP = essentialcut;
2306	+	cout << (const char*) essentialcut << endl;
2307	+
2308	+	essentialcut = TCut((ReplaceAll((const char*)essentialcut,"pt2>20","pt2>10")).c_str());
2309	+	essentialcut = TCut((ReplaceAll((const char*)essentialcut,"abs(eta1)<1.4","abs(eta1)<2.4")).c_str());
2310	+	essentialcut = TCut((ReplaceAll((const char*)essentialcut,"abs(eta2)<1.4","abs(eta2)<2.4")).c_str());
2311	+
2312	+	TCut cutnJetsBKP = cutnJets;
2313	+	cutnJets = TCut((ReplaceAll((const char*)cutnJets,"pt2>20","pt2>10")).c_str());
2314	+	cutnJets = TCut((ReplaceAll((const char*)cutnJets,"pfJetGoodNum40>=3","pfJetGoodNum40>=2")).c_str());
2315	+	cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta2)<1.4","abs(eta2)<2.4")).c_str());
2316	+	cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta1)<1.4","abs(eta1)<2.4")).c_str());
2317	+
2318	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor");
2319	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor");
2320	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor");
2321	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor");
2322	+
2323	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE");
2324	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE");
2325	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE_HighMass");
2326	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE_HighMass");
2327	+
2328	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE");
2329	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE");
2330	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE_HighMass");
2331	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE_HighMass");
2332	+	QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/Aachen_SameFlavor");
2333	+	QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/Aachen_OppositeFlavor");
2334	+
2335	+
2336	+
2337	+	cout << "Kicking cutWeight  " << (const char*) cutWeight << endl;
2338	+	cout << "Keeping OSSF cut " << (const char*)cutOSSF << endl;
2339	+	cutWeight="1.0";
2340	+
2341	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE__NOPURW");
2342	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE__NOPURW");
2343	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE_HighMass__NOPURW");
2344	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
2345	+
2346	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE__NOPURW");
2347	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE__NOPURW");
2348	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE_HighMass__NOPURW");
2349	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
2350	+
2351	+	cutnJets  = cutnJetsBKP;
2352	+	cutWeight = cutweightBKP;
2353	+	essentialcut = essentialcutBKP;
2354	+	*/
2355	+	write_error(__FUNCTION__,"Still need to add systematic shape");assert(0);
2356	+	}
2357	+
2358	+	void MakeTauPlot(string label, TCut pcut, string filename, bool TauOnly) {
2359	+	TCut cut=pcut&&basiccut;
2360	+	string variable="mll";
2361	+	string xlabel="m_{ll} [GeV]";
2362	+	int nbins=40;
2363	+	float min=0;
2364	+	float max=200;
2365	+
2366	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
2367	+	TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cut&&cutOSSF,data,luminosity);
2368	+	TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cut&&cutOSOF,data,luminosity);
2369	+	TH1F *tauSF = allsamples.Draw("tauSF",variable,nbins,min,max, xlabel, "events",cut&&cutOSSF,data,luminosity,systsamples.FindSample("DYToTauTau"));
2370	+	TH1F *tauOF = allsamples.Draw("tauOF",variable,nbins,min,max, xlabel, "events",cut&&cutOSOF,data,luminosity,systsamples.FindSample("DYToTauTau"));
2371	+	datahistoSF->SetMarkerSize(DataMarkerSize);
2372	+	datahistoSF->SetMaximum(1.3*datahistoSF->GetMaximum());
2373	+	datahistoOF->SetMarkerSize(DataMarkerSize);
2374	+	datahistoOF->SetMaximum(1.3*datahistoOF->GetMaximum());
2375	+
2376	+	THStack mcstackSF   = allsamples.DrawStack("mcstackSF",  variable,nbins,min,max,xlabel,"events",cut&&cutOSSF,mc,luminosity);
2377	+	THStack mcstackOF   = allsamples.DrawStack("mcstackOF",  variable,nbins,min,max,xlabel,"events",cut&&cutOSOF,mc,luminosity);
2378	+	datahistoSF->Draw("e1");
2379	+	ckin->Update();
2380	+	mcstackSF.Draw("histo,same");
2381	+
2382	+	datahistoSF->Draw("same,e1");
2383	+	TLegend *kinleg = allsamples.allbglegend();
2384	+	kinleg->Draw();
2385	+
2386	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
2387	+	kinpad->cd();
2388	+	datahistoSF->Draw("e1");
2389	+	mcstackSF.Draw("histo,same");
2390	+	datahistoSF->Draw("same,e1");
2391	+	datahistoSF->Draw("same,axis");
2392	+	kinleg->Draw();
2393	+	DrawPrelim();
2394	+	Save_With_Ratio(datahistoSF,mcstackSF,kinpad->cd(),filename+"__SF_mc");
2395	+
2396	+	kinpad->cd();
2397	+	datahistoOF->Draw("e1");
2398	+	mcstackOF.Draw("histo,same");
2399	+	datahistoOF->Draw("same,e1");
2400	+	datahistoOF->Draw("same,axis");
2401	+	kinleg->Draw();
2402	+	DrawPrelim();
2403	+	Save_With_Ratio(datahistoOF,mcstackOF,kinpad->cd(),filename+"__OF_mc");
2404	+
2405	+	kinpad->cd();
2406	+	tauSF->Draw("e1");
2407	+	tauOF->Draw("histo,same");
2408	+	tauSF->Draw("e1,same");
2409	+	TLegend *legtau = make_legend();
2410	+	legtau->AddEntry(tauSF,"DY->#tau#tau, SF","p");
2411	+	legtau->AddEntry(tauSF,"DY->#tau#tau, OF","l");
2412	+	legtau->Draw();
2413	+	DrawPrelim();
2414	+	Save_With_Ratio(tauSF,tauOF,kinpad->cd(),filename+"__Tau_SF_vs_OF");
2415	+
2416	+	delete datahistoSF;
2417	+	delete datahistoOF;
2418	+	delete tauSF;
2419	+	delete tauOF;
2420	+	delete kinpad;
2421	+	delete ckin;
2422	+	CleanLegends();
2423	+	}
2424	+
2425
2426	+	void TauQuestion() {
2427	+	//   MakeTauPlot("MET>100 GeV, #geq 3 jets",cutnJets&&TCut("met[4]>100"),"TauQ/MET100_3Jets",true);
2428	+	//   MakeTauPlot("MET>100 GeV",TCut("met[4]>100"),"TauQ/MET100",true);
2429	+	//   MakeTauPlot("MET>0 GeV",TCut("met[4]>0"),"TauQ/MET0",true);
2430	+	MakeTauPlot("b-tag veto, 50<MET<100",TCut("pfJetGoodNumBtag30==0&&met[4]>50&&met[4]<100"),"TauQ/ControlPlots",false);
2431	+	}
2432	+
2433	+	void ProduceOFSFPlots(string mcjzb, string datajzb, bool isAachen) {
2434	+	string BaseMetCut="met[4]>100";
2435	+	string Prefix="ETH/";
2436	+	if(isAachen) {
2437	+	BaseMetCut="met[4]>150";
2438	+	Prefix="Aachen/";
2439	+	}
2440	+
2441	+	make_OFSF_plots("met[4]",  BaseMetCut, 30, 100., 400., true, "E_{T}^{miss}", Prefix+"MET");
2442	+	make_OFSF_plots("pfJetGoodNumBtag30", BaseMetCut, 5, -0.5, 4.5, true, "N_{b-jets}", Prefix+"nbjets");
2443	+	make_OFSF_plots("st", BaseMetCut, 20, 0, 2000., false, "#tilde{S}_{T}", Prefix+"FrankT");
2444	+	make_OFSF_plots("pt1+pt2+met[4]+Sum$(pfJetGoodPt)", BaseMetCut, 20, 0, 2000., false, "#tilde{S}_{T}", Prefix+"POOR_FrankT");
2445	+	/*      make_OFSF_plots("mt2j", BaseMetCut, 35, 0, 700., false, "M_{T2J}", Prefix+"MT2J");
2446	+
2447	+	make_OFSF_plots("ml1b", BaseMetCut, 20, 0, 800., false, "m_{l_{1}b}", Prefix+"ML1B");
2448	+	make_OFSF_plots("ml2b", BaseMetCut, 20, 0, 400., false, "m_{l_{2}b}", Prefix+"ML2B");
2449	+	make_OFSF_plots("min(ml1b,ml2b)", BaseMetCut, 20, 0, 400., false, "m_{lb}", Prefix+"MLB");
2450	+
2451	+	make_OFSF_plots(datajzb, BaseMetCut, 55, -100, 450., false, "JZB", Prefix+"JZB_In_Signal_Region");
2452	+	make_OFSF_plots("mt2", BaseMetCut, 15, 0, 150., false, "M_{T2}", Prefix+"MT2");
2453	+	make_OFSF_plots("d2", BaseMetCut, 20, 0, 200., true, "D2", Prefix+"D2");
2454	+	make_OFSF_plots("pfJetGoodNum40", BaseMetCut, 10, -0.5, 9.5, true, "N_{jets}", Prefix+"nJets");
2455	+	*/
2456	+	make_OFSF_plots("mll", BaseMetCut, 60, 20., 320., false, "m_{ll}", Prefix+"mll");
2457	+	make_OFSF_plots("leptonNum", BaseMetCut, 3, 2, 5., false, "N(leptons)", Prefix+"NLeptons");
2458	+
2459	+	make_OFSF_plots("pfJetGoodNum40", BaseMetCut,                        7, 3, 10, true, "#(jets)", Prefix+"njets");
2460	+	//      make_OFSF_plots("pfJetGoodNum40", BaseMetCut+"&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", Prefix+"njets_btagVeto");
2461	+	//      make_OFSF_plots("pfJetGoodNum40", BaseMetCut"&&pfJetGoodNumBtag30>0",  7, 3, 10, true, "#(jets)", Prefix+"njets_AtLeastOneBJet30");
2462	+
2463	+	make_OFSF_plots("pfJetGoodPtBtag[0]", BaseMetCut+"&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", Prefix+"ptb1");
2464	+	make_OFSF_plots("pfJetGoodPt",  BaseMetCut, 30, 0., 400., true, "p_{T}^{J}", Prefix+"ptJet");
2465	+
2466	+	//      make_OFSF_plots("iso1", BaseMetCut, 20, 0, 0.3, true, "lepton 1 isolation", Prefix+"iso1");
2467	+	//      make_OFSF_plots("iso2", BaseMetCut, 20, 0, 0.3, true, "lepton 2 isolation", Prefix+"iso2");
2468	+	make_OFSF_plots("pt",  BaseMetCut, 30, 0., 300., true, "p_{ll}", Prefix+"pt");
2469	+	make_OFSF_plots("pt1",  BaseMetCut, 30, 0., 300., true, "p_{T,1}", Prefix+"pt1");
2470	+	make_OFSF_plots("pt2",  BaseMetCut, 22, 0., 220., true, "p_{T,2}", Prefix+"pt2");
2471	+	//      make_OFSF_plots("eta1", BaseMetCut, 10, -2.5, 2.5, false, "#eta_{1}", Prefix+"eta1", 0.15);
2472	+	//      make_OFSF_plots("eta2", BaseMetCut, 10, -2.5, 2.5, false, "#eta_{2}", Prefix+"eta2", 0.15);
2473	+	//      make_OFSF_plots("phi1", BaseMetCut, 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", Prefix+"phi1", 0.2);
2474	+	//      make_OFSF_plots("phi2", BaseMetCut, 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", Prefix+"phi2", 0.2);
2475	+	//      make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", BaseMetCut, 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", Prefix+"jpt1pt2", 0.2);
2476	+	//      make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", Prefix+"dphij1met", 0.2);
2477	+
2478	+	//      make_OFSF_plots("TMath::Abs(dphi)", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", Prefix+"dphi", 0.2);
2479	+	//      make_OFSF_plots("TMath::Abs(dphiMet1)", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", Prefix+"dphiMet1", 0.2);
2480	+	//      make_OFSF_plots("TMath::Abs(dphiMet2)", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", Prefix+"dphiMet2", 0.2);
2481	+	//      make_OFSF_plots("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", BaseMetCut, 16, 0, 3.2, false, "Min(|#Delta#phi(l,MET)|)", Prefix+"dphilc");
2482	+	//      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");
2483	+	//      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");
2484	+	//      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");
2485	+
2486	+	}
2487	+
2488	+	void ProduceOFSFPlots(string mcjzb, string datajzb) {
2489	+
2490	+
2491	+	//FIRST : ETH SELECTION
2492	+	ProduceOFSFPlots(mcjzb,datajzb,0); // this is the ETH selection
2493	+
2494	+	string backup_cutnJets = (const char*)cutnJets;
2495	+	cutnJets = ReplaceInCut(cutnJets,"pfJetGoodNum40>=3","pfJetGoodNum40>=2");
2496	+	cutnJets = ReplaceInCut(cutnJets,"1.4","2.4");
2497	+
2498	+	string backup_basiccut = (const char*)basiccut;
2499	+	basiccut = ReplaceInCut(basiccut,"1.4","2.4");
2500	+
2501	+	string backup_essential = (const char*) essentialcut;
2502	+	essentialcut = ReplaceInCut(essentialcut,"1.4","2.4");
2503	+
2504	+	ProduceOFSFPlots(mcjzb,datajzb,1); // this is the Aachen selection
2505	+
2506	+	cutnJets     = TCut(backup_cutnJets.c_str());
2507	+	basiccut     = TCut(backup_basiccut.c_str());
2508	+	essentialcut = TCut(backup_essential.c_str());
2509		}
2510	+
2511
2512		void do_kinematic_plots(string mcjzb, string datajzb, bool doPF=false)
2513		{
2514	+	//  switch_overunderflow(true);
2515		bool dolog=true;
2516		bool nolog=false;
2517	+
2518	+	bool doOFSF = true;
2519	+	bool doKin  = false;
2520	+	bool doDataComp = false;
2521	+	bool MakeTwoThreeJetComparison = false;
2522	+
2523	+
2524		if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
2525	<	float mll_low=40;
2525	>	float mll_low=50;
2526		float mll_hi=160;
2527		if(!PlottingSetup::RestrictToMassPeak) {
2528	<	mll_low=30;
2529	<	mll_hi=180;
2528	>	mll_low=20;
2529	>	mll_hi=320;
2530	>	}
2531	>
2532	>	if(MakeTwoThreeJetComparison) MakeElegantTwoThreeComparisons();
2533	>
2534	>	//TauQuestion();
2535	>
2536	>	//ProduceJanPlots();
2537	>	//ProduceMCSystematicPlots();
2538	>	//assert(0);
2539	>	//  make_plain_kin_plot("pt",Cut2Str(cutOSSF&&TCut("mll>20&&pfJetGoodNumBtag30>=2")),40,0,200,nolog,"Z p_{T}","PlotForKostas",doPF,true);
2540	>
2541	>	if ( doOFSF ) ProduceOFSFPlots(mcjzb,datajzb);
2542	>
2543	>	if ( doDataComp) {
2544	>	TCut mllCut("");
2545	>	float massmin = 15.;
2546	>	float massmax = 315;
2547	>	int massnbins = 60;
2548	>	/*    if ( !PlottingSetup::openBox ) {
2549	>	mllCut = "mll>70";
2550	>	massmin = 120;
2551	>	massmax = 360;
2552	>	massnbins = 14;
2553	>	}*/
2554	>
2555	>	TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
2556	>
2557	>	make_data_comparison_plot("numVtx", "",40, -0.5, 39.5,-1., true, "N(Vertices)", "numVtx");
2558	>	make_data_comparison_plot("pfJetGoodEta[0]", "",50, -3.0, 3.0,-1., true, "N(Jets)", "pfJetGoodEta0");
2559	>
2560	>
2561	>	make_data_comparison_plot("pfJetGoodNum40", cutOSOF,10, -0.5, 9.5,-1., true, "N(Jets)", "njets_OF");
2562	>	make_data_comparison_plot("met[4]", cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_inclusive");
2563	>	make_data_comparison_plot("met[1]", cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_inclusive");
2564	>	make_data_comparison_plot("met[4]", cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_inclusive");
2565	>	make_data_comparison_plot("met[1]", cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_inclusive");
2566	>
2567	>	make_data_comparison_plot("met[4]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_exclusive");
2568	>	make_data_comparison_plot("met[1]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_exclusive");
2569	>	make_data_comparison_plot("met[4]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_exclusive");
2570	>	make_data_comparison_plot("met[1]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_exclusive");
2571	>
2572	>
2573	>	string basiccutsaved = (const char*)basiccut;
2574	>
2575	>	string newbasiccut=basiccutsaved;
2576	>
2577	>	size_t found;
2578	>	found = newbasiccut.find( "pt2>20" );
2579	>	while (found!=string::npos){
2580	>	newbasiccut.replace( found, string( "pt2>20" ).length(), "pt2>10" );
2581	>	found = newbasiccut.find( "pt2>20" );
2582	>	}
2583	>	basiccut=TCut(newbasiccut.c_str());
2584	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSSF,60, 0., 300.,-1., false, "mll", "mll_SF_Aachen_pt2010_met");
2585	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSOF,60, 0., 300.,-1., false, "mll", "mll_OF_Aachen_pt2010_met");
2586	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_Aachen_pt2010_t1cpfmet");
2587	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_Aachen_pt2010_t1cpfmet");
2588	>	basiccut=TCut(basiccutsaved.c_str());
2589	>
2590	>	make_data_comparison_plot("pfJetGoodNum40", cutOSSF, 8, 0., 8.,-1., true, "#(jets)", "njets_SF");
2591	>	make_data_comparison_plot("pfJetGoodNum40", cutOSOF, 8, 0., 8.,-1., true, "#(jets)", "njets_OF");
2592	>
2593	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_met");
2594	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_met");
2595	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_t1cpfmet");
2596	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_t1cpfmet");
2597	>
2598	>
2599	>	make_data_comparison_plot("mll", cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive");
2600	>	make_data_comparison_plot("mll", cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_ee");
2601	>	make_data_comparison_plot("mll", cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_mm");
2602	>	make_data_comparison_plot("mll", cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_inclusive");
2603	>	make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_ee");
2604	>	make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_mm");
2605	>	make_data_comparison_plot("mll", cutnJets&&cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive");
2606	>	make_data_comparison_plot("mll", cutnJets&&cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_exclusive");
2607	>
2608	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig");
2609	>	make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
2610	>
2611	>	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");
2612	>	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");
2613	>
2614	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
2615	>	make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_btagVeto");
2616	>
2617	>	make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
2618	>	make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_AtLeastOneBJet");
2619	>
2620	>
2621	>	make_data_comparison_plot("mll", mllCut&&cutOSOF&&cutSignal, massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
2622	>	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");
2623	>	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");
2624	>
2625	>	make_data_comparison_plot("pfJetGoodNum40", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_SF_sig");
2626	>	make_data_comparison_plot("pfJetGoodNum40", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_OF_sig");
2627	>	make_data_comparison_plot("pfJetGoodNumBtag30", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_SF_sig");
2628	>	make_data_comparison_plot("pfJetGoodNumBtag30", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_OF_sig");
2629	>
2630		}
2631	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
2632	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
2633	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
2634	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
2635	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
2636	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
2637	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
2638	<	make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
2639	<	make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
2640	<	make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
2641	<	make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
2642	<	make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
2643	<	make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
2644	<	make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
2645	<	make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
2646	<	make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
2647	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets",doPF);
2648	<	make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
2649	<	if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
2650	<	stringstream jzbcut;
2651	<	jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
2652	<	make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
2631	>
2632	>
2633	>	if ( doKin ) {
2634	>	string mllCut("");
2635	>	/*
2636	>	make_plain_kin_plot("mll",Cut2Str(cutOSSF&&TCut("mll>20")),56,20,300,dolog,"m_{ll}","NoPreselection/mll_SF",doPF,true);
2637	>	make_plain_kin_plot("mll",Cut2Str(cutOSOF&&TCut("mll>20")),56,20,300,dolog,"m_{ll}","NoPreselection/mll_OF",doPF,true);
2638	>
2639	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&TCut("mll>20")),80,0,400,dolog,"E_{T}^{miss}","NoPreselection/met_SF",doPF,true);
2640	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>20")),80,0,400,dolog,"E_{T}^{miss}","NoPreselection/met_OF",doPF,true);
2641	>
2642	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&TCut("mll>20")),20,0,800,dolog,"H_{T}","NoPreselection/HT_SF",doPF,true);
2643	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&TCut("mll>20")),20,0,800,dolog,"H_{T}","NoPreselection/HT_OF",doPF,true);
2644	>
2645	>	make_plain_kin_plot("pfJetGoodNum40",Cut2Str(cutOSSF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{jets}","NoPreselection/NJets_SF",doPF,true);
2646	>	make_plain_kin_plot("pfJetGoodNum40",Cut2Str(cutOSOF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{jets}","NoPreselection/NJets_OF",doPF,true);
2647	>
2648	>	make_plain_kin_plot("pfJetGoodNumBtag30",Cut2Str(cutOSSF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{btags}","NoPreselection/NBTags_SF",doPF,true);
2649	>	make_plain_kin_plot("pfJetGoodNumBtag30",Cut2Str(cutOSOF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{btags}","NoPreselection/NBTags_OF",doPF,true);
2650	>
2651	>	make_plain_kin_plot("pt1",Cut2Str(cutOSSF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{1}","NoPreselection/Pt1_SF",doPF,true);
2652	>	make_plain_kin_plot("pt1",Cut2Str(cutOSOF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{1}","NoPreselection/Pt1_OF",doPF,true);
2653	>
2654	>	make_plain_kin_plot("pt2",Cut2Str(cutOSSF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{2}","NoPreselection/Pt2_SF",doPF,true);
2655	>	make_plain_kin_plot("pt2",Cut2Str(cutOSOF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{2}","NoPreselection/Pt2_OF",doPF,true);
2656	>
2657	>
2658	>	assert(0);
2659	>	make_plain_kin_plot("mll",Cut2Str(cutOSSF&&TCut("mll>60&&mll<120")),60,60,120,dolog,"m_{ll}","TestingLuminosity_SF",doPF,true);
2660	>	make_plain_kin_plot("mll",Cut2Str(cutOSOF&&TCut("mll>60&&mll<120")),60,60,120,dolog,"m_{ll}","TestingLuminosity_OF",doPF,true);
2661	>
2662	>	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);
2663	>	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);
2664	>	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);
2665	>	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);
2666	>
2667	>	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);
2668	>	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);
2669	>	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);
2670	>	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);
2671	>
2672	>
2673	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&cutnJets),120,0,1200,dolog,"H_{T}","HT_3jets_OF",doPF,true);
2674	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&cutnJets) ,120,0,1200,dolog,"H_{T}","HT_3jets_SF",doPF,true);
2675	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&cutnJets&&TCut("met[4]>100")),120,0,1200,dolog,"H_{T}","HT_3jets_OF_MET100",doPF,true);
2676	>	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&cutnJets&&TCut("met[4]>100")) ,120,0,1200,dolog,"H_{T}","HT_3jets_SF_MET100",doPF,true);
2677	>
2678	>
2679	>	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);
2680	>	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);
2681	>	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);
2682	>	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);
2683	>
2684	>	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);
2685	>	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);
2686	>	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);
2687	>	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);
2688	>
2689	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_SF_20to70",doPF,true);
2690	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_OF_20to70",doPF,true);
2691	>
2692	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_SF_above120",doPF,true);
2693	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_OF_above120",doPF,true);
2694	>
2695	>	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);
2696	>	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);
2697	>
2698	>	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);
2699	>	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);
2700	>
2701	>
2702	>	make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
2703	>	make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
2704	>	// Plots in signal region
2705	>	make_kin_plot("met[4]","",70,0,350,dolog,"#slash{E}_{T} [GeV]","met",doPF,true);
2706	>
2707	>
2708	>	make_kin_plot("MetFactor","",20,0,2,nolog,"MetFactor","MetFactor",doPF,true);
2709	>
2710	>	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");
2711	>	/*
2712	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_30to70_0j");
2713	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_30to70_1j");
2714	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_30to70_2j");
2715	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_30to70_3j");
2716	>
2717	>	DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_SF_30to70_0j");
2718	>	DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_SF_30to70_1j");
2719	>	DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_SF_30to70_2j");
2720	>	DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_SF_30to70_3j");
2721	>
2722	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_Z_0j");
2723	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_Z_1j");
2724	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_Z_2j");
2725	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_Z_3j");
2726	>
2727	>
2728	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll");
2729	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==0"),dolog,"m_{ll} [GeV]","kinSys/mll_ee");
2730	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==1"),dolog,"m_{ll} [GeV]","kinSys/mll_mm");
2731	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_osof");
2732	>
2733	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive");
2734	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive_osof");
2735	>
2736	>	DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSSF,dolog,"nJets","kinSys/nJets_ossf");
2737	>	DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSOF,dolog,"nJets","kinSys/nJets_osof");
2738	>
2739	>	DoMCSystPlot("pfJetGoodPt[0]/pfJetGoodPt[1]",45,1,10,cutnJets&&cutOSSF,dolog,"p_{T}^{J1} / p_{T}^{J2}","kinSys/j1j2ratio");
2740	>	DoMCSystPlot("TMath::Abs(pfJetDphiMet[0])",32,0,3.2,cutnJets&&cutOSSF,dolog,"|#Delta#phi(jet1,MET)|","kinSys/dphiJ1MET");
2741	>	DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSSF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_SFZP");
2742	>	DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSOF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_OFZP");
2743	>
2744	>	make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
2745	>	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);
2746	>	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);
2747	>	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);
2748	>
2749	>	make_kin_plot("pfJetGoodNum40",mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
2750	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
2751	>
2752	>	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);
2753	>	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);
2754	>	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);
2755	>	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);
2756	>
2757	>
2758	>	make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets_met100",doPF);
2759	>	make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof_met100",doPF);
2760	>
2761	>	// Further inclusive invariant mass plots
2762	>	make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
2763	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
2764	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
2765	>	make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
2766	>
2767	>	make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
2768	>	//if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
2769	>
2770	>
2771	>	// Number of jets
2772	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
2773	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
2774	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
2775	>
2776	>	// Others
2777	>	make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
2778	>	//  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
2779	>	//  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
2780	>	make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
2781	>	make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
2782	>	make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
2783	>	make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
2784	>	make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
2785	>	//   stringstream jzbcut;
2786	>	//   jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
2787	>	//   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
2788	>	//   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);
2789	>	//   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);
2790	>	//   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);
2791	>	//   stringstream jzbcut2;
2792	>	//   jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
2793	>	//   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
2794	>	//   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);
2795	>	//   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);
2796	>	//   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);
2797	>	//   stringstream jzbcut3;
2798	>	//   jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
2799	>	//   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
2800	>	//   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);
2801	>	//   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);
2802	>	//   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);
2803	>
2804	>	//   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);
2805	>	//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);
2806	>	//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);*/
2807	>	}
2808	>
2809	>	int jzbcuts[7]={0,50,80,100,150,200,250};
2810	>	int MCorData[2]={data,mc};
2811	>
2812	>	for(int d=0;d<2;d++) {
2813	>	for(int j=0;j<7;j++) {
2814	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,jzbcuts[j],5.0,MCorData[d]); // 5.0 is the binwidth
2815	>	}
2816	>	}
2817	>
2818	>	/*
2819	>	make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
2820	>	make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
2821	>	*/
2822	>	switch_overunderflow(false);
2823		}
2824
2825		void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
2826		int nbins, float xmin, float xmax, bool log,
2827		float ymin=0, float ymax=0, bool leftJustified=false ) {
2828	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
2828	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
2829
2830		TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
2831		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__));
2832	<	if(var=="numVtx") cutWeight=TCut("1.0");
2832	>	//if(var=="numVtx") cutWeight=TCut("1.0");
2833		TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
2834		TCut jzbMC[]  = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
2835
2836		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
2837		int nRegions=4;
2838	<	if(!PlottingSetup::RestrictToMassPeak) {
2838	>	if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
2839		nRegions=2;
2840		}
2841
2842		string sRegions[] = { "SFZP","OFZP","SFSB","OFSB" };
2843	+	if(!RestrictToMassPeak) {
2844	+	sRegions[0]="SF";
2845	+	sRegions[1]="OF";
2846	+	}
2847		TCut kRegions[] = { cutOSSF&&cutnJets&&cutmass,     cutOSOF&&cutnJets&&cutmass,
2848		cutOSSF&&cutnJets&&sidebandcut, cutOSOF&&cutnJets&&sidebandcut };
2849
#	Line 404 | Line 2857 | void make_comp_plot( string var, string
2857		TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
2858		ccomp->SetLogy(log);
2859		TH1F *datahisto = allsamples.Draw("datahisto",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
2860	<	TH1F *lm4histo = signalsamples.Draw("lm4histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
2860	>	TH1F *lm3histo  = signalsamples.Draw("lm3histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
2861		THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],  mc,  luminosity);
2862		datahisto->SetMarkerSize(DataMarkerSize);
2863		if (ymax>ymin) datahisto->SetMaximum(ymax);
2864	<	lm4histo->SetLineStyle(2);
2864	>	lm3histo->SetLineStyle(2);
2865		datahisto->Draw("e1");
2866	<	mcstack.Draw("same");
2866	>	mcstack.Draw("histo,same");
2867		datahisto->Draw("same,e1");
2868	<	//      lm4histo->Draw("hist,same");
2868	>	lm3histo->Draw("hist,same");
2869		TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
2870		if ( leftJustified ) {
2871		Float_t w = kinleg->GetX2()-kinleg->GetX1();
2872		kinleg->SetX1(0.2);
2873		kinleg->SetX2(0.2+w);
2874		}
2875	<	//      kinleg->AddEntry(lm4histo,"LM4","l");
2875	>	kinleg->AddEntry(lm3histo,"LM3","l");
2876		kinleg->Draw();
2877		TText* write_variable = write_text(0.99,0.01,var);
2878		write_variable->SetTextAlign(31);
#	Line 428 | Line 2881 | void make_comp_plot( string var, string
2881		CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
2882		delete datahisto;
2883		delete ccomp;
2884	<	delete lm4histo;
2884	>	delete lm3histo;
2885		}
2886		cutWeight=weightbackup;
2887		}
#	Line 438 | Line 2891 | void region_comparison_plots(string mcjz
2891		dout << "Creating comparison plots for signal and control regions" << endl;
2892		// Compare a few quantities in the signal region and all 7 control regions
2893
2894	<	switch_overunderflow(true);  // switching overflow/underflow bins on
2894	>	//  switch_overunderflow(true);  // switching overflow/underflow bins on
2895
2896	<
2896	>	switch_overunderflow(true);
2897		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
2898	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
2898	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
2899		float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
2900		float mll_low=50;float mll_high=170;
2901		if(!PlottingSetup::RestrictToMassPeak) {
2902	<	mll_high=200;
2903	<	mll_low=50;
2902	>	mll_high=300;
2903	>	mll_low=20;
2904		}
2905	<	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
2906	<	make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
2907	<	make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
2905	>	make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
2906	>	make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
2907	>
2908	>	make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
2909	>	make_comp_plot("met[4]","E_{T}^{miss} [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
2910	>	make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
2911	>	make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
2912		make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
2913	<	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
2913	>	make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
2914		make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
2915		make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
2916	+	make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
2917	+	make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
2918		}
2919
2920		switch_overunderflow(false); // switching overflow/underflow bins off
#	Line 479 | Line 2938 | void signal_bg_comparison()
2938
2939		float simulatedlumi=luminosity;//in pb please - adjust to your likings
2940
2941	<	TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/DY"));
2942	<	TH1F *JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM4"));
2943	<	TH1F *JZBplotTtbar = allsamples.Draw("JZBplotTtbar",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("TTJets"));
2941	>	TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
2942	>	TH1F *JZBplotLM4;
2943	>	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"));
2944	>	else JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM3"));
2945	>	TH1F *JZBplotTtbar = allsamples.Draw("JZBplotTtbar",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("TT_"));
2946
2947		JZBplotTtbar->SetLineColor(allsamples.GetColor("TTJet"));
2948		JZBplotZJETs->SetFillColor(allsamples.GetColor("DY"));
#	Line 492 | Line 2953 | void signal_bg_comparison()
2953
2954		JZBplotTtbar->SetMaximum(JZBplotZJETs->GetMaximum());
2955		JZBplotTtbar->SetMinimum(0.01);
2956	<	JZBplotTtbar->SetFillColor(allsamples.GetColor("TTJets"));
2956	>	JZBplotTtbar->SetFillColor(allsamples.GetColor("TT_"));
2957		JZBplotTtbar->DrawClone("histo");
2958		JZBplotZJETs->Draw("histo,same");
2959		JZBplotTtbar->SetFillColor(0);
2960		JZBplotTtbar->DrawClone("histo,same");
2961	<	JZBplotTtbar->SetFillColor(allsamples.GetColor("TTJets"));
2961	>	JZBplotTtbar->SetFillColor(allsamples.GetColor("TT_"));
2962		JZBplotLM4->Draw("histo,same");
2963
2964
2965		TLegend *signal_bg_comparison_leg2 =  make_legend("",0.55,0.75,false);
2966		signal_bg_comparison_leg2->AddEntry(JZBplotZJETs,"Z+Jets","f");
2967		signal_bg_comparison_leg2->AddEntry(JZBplotTtbar,"t#bar{t}","f");
2968	<	signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
2968	>	if(PlottingSetup::RestrictToMassPeak) signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
2969	>	else signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM3","f");
2970		signal_bg_comparison_leg2->Draw();
2971		DrawMCPrelim(simulatedlumi);
2972		CompleteSave(can,"jzb_bg_vs_signal_distribution");
#	Line 534 | Line 2996 | void signal_bg_comparison()
2996		// Draw all plots overlaid
2997		JZBplotTtbar->SetMaximum(JZBplotZJETs->GetMaximum());
2998		JZBplotTtbar->SetMinimum(0.01);
2999	<	JZBplotTtbar->SetFillColor(allsamples.GetColor("TTJets"));
2999	>	JZBplotTtbar->SetFillColor(allsamples.GetColor("TT_"));
3000		JZBplotTtbar->DrawClone("histo");
3001		JZBplotZJETs->Draw("histo,same");
3002		JZBplotTtbar->SetFillColor(0);
3003		JZBplotTtbar->DrawClone("histo,same");
3004	<	JZBplotTtbar->SetFillColor(allsamples.GetColor("TTJets"));
3004	>	JZBplotTtbar->SetFillColor(allsamples.GetColor("TT_"));
3005
3006		JZBplotSMS1->SetLineColor(kRed+1);
3007		JZBplotSMS2->SetLineColor(kBlue+1);
#	Line 651 | Line 3113 | vector<TF1*> do_extended_fit_to_plot(TH1
3113		//      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)
3114		TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
3115		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
3116	<	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);
3116	>	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);
3117
3118
3119		TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
#	Line 746 | Line 3208 | if you want to start from scratch (witho
3208		return return_functions;
3209		}
3210
3211	<	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false )
3211	>	void do_prediction_plot(TCut addcut, string Cname, string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
3212		{
3213	+
3214		bool is_data=false;
3215		bool use_signal=false;
3216		if(use_data==1) is_data=true;
3217		if(use_data==2) use_signal=true;
3218	<	int nbins=50;//100;
3219	<	if(is_data) nbins=50;
3218	>	int nbins=int(high/10);//100;
3219	>	if(is_data) nbins=int(high/10);
3220		float low=0;
3221	<	float hi=500;
3221	>	float hi=high;
3222	>
3223	>	stringstream cutpositiveS;
3224	>	cutpositiveS << "(" << jzb << ">0)";
3225	>	TCut cutpositive(cutpositiveS.str().c_str());
3226	>	stringstream cutnegativeS;
3227	>	cutnegativeS << "(" << jzb << "<0)";
3228	>	TCut cutnegative(cutnegativeS.str().c_str());
3229	>
3230	>
3231		TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
3232	<	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3233	<	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3234	<	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3235	<	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3232	>	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3233	>	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3234	>	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3235	>	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3236	>
3237		blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
3238		blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
3239		blankback->GetXaxis()->CenterTitle();
#	Line 774 | Line 3247 | void do_prediction_plot(string jzb, TCan
3247
3248		TH1F *RcorrJZBeemmNoS;
3249
3250	<	//these are for the ratio
3251	<	TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3252	<	TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3253	<	TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3254	<	TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3250	>	//these are for the ratio
3251	>	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);
3252	>	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);
3253	>	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);
3254	>	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);
3255
3256		TH1F *JRcorrJZBSBem;
3257		TH1F *JLcorrJZBSBem;
3258		TH1F *JRcorrJZBSBeemm;
3259		TH1F *JLcorrJZBSBeemm;
3260
3261	<	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);
3261	>	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);
3262
3263
3264	<	if(PlottingSetup::RestrictToMassPeak) {
3265	<	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3266	<	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3267	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3268	<	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3269	<
3264	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3265	>	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3266	>	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3267	>	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3268	>	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3269	>
3270		//these are for the ratio
3271	<	JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3272	<	JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3273	<	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3274	<	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
802	<
3271	>	JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3272	>	JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3273	>	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3274	>	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3275		}
3276
3277		TH1F *lm4RcorrJZBeemm;
3278	<	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"));
3278	>	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"));
3279
3280		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
3281
#	Line 812 | Line 3284 | void do_prediction_plot(string jzb, TCan
3284
3285		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3286		TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
3287	<	if(PlottingSetup::RestrictToMassPeak) {
3287	>
3288	>	TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
3289	>	ClearHisto(BpredSys);
3290	>
3291	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3292		Bpred->Add(RcorrJZBem,1.0/3.);
3293		Bpred->Add(LcorrJZBem,-1.0/3.);
3294		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 834 | Line 3310 | void do_prediction_plot(string jzb, TCan
3310		JBpred->Add(JLcorrJZBSBem,-1.0/3.);
3311		JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
3312		JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
3313	+
3314	+	//Systematics:
3315	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertONPEAK*zjetsestimateuncertONPEAK);
3316	+	AddSquared(BpredSys,JRcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
3317	+	AddSquared(BpredSys,JLcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
3318	+	AddSquared(BpredSys,JRcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
3319	+	AddSquared(BpredSys,JLcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
3320	+	AddSquared(BpredSys,JRcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
3321	+	AddSquared(BpredSys,JLcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
3322		} else {
3323		Bpred->Add(RcorrJZBem,1.0);
3324		Bpred->Add(LcorrJZBem,-1.0);
#	Line 843 | Line 3328 | void do_prediction_plot(string jzb, TCan
3328		//these are for the ratio
3329		JBpred->Add(JRcorrJZBem,1.0);
3330		JBpred->Add(JLcorrJZBem,-1.0);
3331	+
3332	+	//Systematics
3333	+	AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertOFFPEAK*zjetsestimateuncertOFFPEAK);
3334	+	AddSquared(BpredSys,JRcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
3335	+	AddSquared(BpredSys,JLcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
3336	+
3337		}
3338
3339	<
3340	<
3339	>	SQRT(BpredSys);
3340	>	BpredSys->Divide(JBpred);
3341	>
3342		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
3343		TH1F *Tpred = (TH1F*)RcorrJZBem->Clone("Bpred");
3344		Tpred->Add(LcorrJZBem,-1.0);
3345	<	if(PlottingSetup::RestrictToMassPeak) {
3345	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3346		Tpred->Add(RcorrJZBSBem,1.0);
3347		Tpred->Add(LcorrJZBSBem,-1.0);
3348		Tpred->Add(RcorrJZBSBeemm,1.0);
#	Line 890 | Line 3382 | void do_prediction_plot(string jzb, TCan
3382		blankback->Draw();
3383		if(use_data==1)
3384		{
3385	+	//Bpred->SetLineWidth(3); //paper style.overruled.
3386	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style.overruled.
3387		analytical_function = do_extended_fit_to_plot(Bpred,Tpred,LcorrJZBeemm,LcorrJZBem,is_data);
3388		kinpad->cd();//necessary because the extended fit function creates its own canvas
3389		RcorrJZBeemm->Draw("e1x0,same");
3390
3391		Bpred->Draw("hist,same");
3392	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
3392	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
3393		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
3394	+	//lm4RcorrJZBeemm->Draw("hist,same");
3395		legBpred->AddEntry(RcorrJZBeemm,"observed","p");
3396		legBpred->AddEntry(Bpred,"predicted","l");
3397	<	legBpred->AddEntry(analytical_function[1],"predicted fit","l");
3398	<	legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
3399	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3397	>	//    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
3398	>	//    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
3399	>	//     legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
3400		legBpred->Draw();
3401		DrawPrelim();
3402
3403		//this plot shows what the prediction is composed of
3404	<	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
3405	<	specialcanv->SetLogy(1);
3406	<	Zjetspred->SetFillColor(kYellow);
3407	<	Zjetspred->SetLineColor(kYellow);
3408	<	TTbarpred->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
3409	<	TTbarpred->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
3404	>	TPad *predcomppad = new TPad("predcomppad","predcomppad",0,0,1,1);
3405	>	float CurrentBpredLineWidth=Bpred->GetLineWidth();
3406	>	Bpred->SetLineWidth(2);
3407	>	predcomppad->cd();
3408	>	predcomppad->SetLogy(1);
3409	>	TH1F *jzbnegative = (TH1F*)LcorrJZBeemm->Clone("jzbnegative");
3410	>	TH1F *sidebandsemu = (TH1F*)Bpred->Clone("sidebandsemu");
3411	>	sidebandsemu->Add(jzbnegative,-1);
3412	>
3413	>	jzbnegative->SetFillColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
3414	>	jzbnegative->SetLineColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
3415	>	sidebandsemu->SetLineColor(allsamples.GetColor((allsamples.FindSample("TT_"))[0]));
3416	>	sidebandsemu->SetFillColor(allsamples.GetColor((allsamples.FindSample("TT_"))[0]));
3417	>
3418		THStack predcomposition("predcomposition","prediction composition");
3419	<	predcomposition.Add(TTbarpred);
3420	<	predcomposition.Add(Zjetspred);
3419	>	predcomposition.Add(sidebandsemu);
3420	>	predcomposition.Add(jzbnegative);
3421		blankback->Draw();
3422		RcorrJZBeemm->Draw("e1x0,same");
3423		predcomposition.Draw("histo,same");//
3424		Bpred->Draw("hist,same");
3425	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
3425	>	//    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
3426		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
3427	<	legBpred->Draw();
3427	>	//    lm4RcorrJZBeemm->SetLineColor(kOrange+1);
3428	>	lm4RcorrJZBeemm->SetLineWidth(2);
3429	>	//lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
3430	>	//     lm4RcorrJZBeemm->Draw("histo,same");
3431		DrawPrelim();
3432	<	TLegend *specialleg = new TLegend(0.6,0.4,0.89,0.55);
3433	<	specialleg->SetFillColor(kWhite);specialleg->SetLineColor(kWhite);
3434	<	specialleg->AddEntry(Zjetspred,"Z+Jets prediction","f");
3435	<	specialleg->AddEntry(TTbarpred,"t#bar{t} prediction","f");
3436	<	specialleg->Draw("same");
3437	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionComposition");
3438	<
3439	<	THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
3432	>	TLegend *speciallegBpred = make_legend("",0.45,0.55);
3433	>	//TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
3434	>	speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
3435	>	speciallegBpred->AddEntry(Bpred,"Total background","l");
3436	>	speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
3437	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
3438	>	else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
3439	>	//    speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
3440	>	//     speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3441	>	speciallegBpred->Draw();
3442	>	Save_With_Ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition"+Cname,true,true,"data/pred",BpredSys);
3443	>	delete predcomppad;
3444	>
3445	>	TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
3446	>	specialcanv->SetLogy(1);
3447	>	//    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
3448		blankback->Draw();
3449	<	kostack.Draw("same");
3449	>	//    kostack.Draw("same");
3450	>	predcomposition.Draw("hist");
3451		Bpred->Draw("hist,same");
3452	<	analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
3452	>	//analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
3453		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
3454		legBpred->Draw();
3455		DrawPrelim();
3456	<	CompleteSave(specialcanv,"Bpred_Data_____PredictionCompositioninMC");
3456	>	CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
3457	>	Bpred->SetLineWidth((int)CurrentBpredLineWidth);
3458
3459	<	delete specialcanv;
3460	<	delete specialleg;
3459	>
3460	>	//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;
3461	>
3462	>	delete speciallegBpred;
3463		delete Zjetspred;
3464		delete TTbarpred;
3465
#	Line 949 | Line 3467 | void do_prediction_plot(string jzb, TCan
3467		}
3468		if(use_data==0) {
3469		RcorrJZBeemm->Draw("e1x0,same");
3470	+	//Bpred->SetLineWidth(3); // paper style. overruled.
3471		Bpred->Draw("hist,same");
3472		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
3473	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
3474	<	legBpred->AddEntry(Bpred,"MC predicted","l");
3473	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
3474	>	legBpred->AddEntry(Bpred,"MC predicted","l");
3475		if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
3476		if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
3477	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3477	>	//     if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3478		legBpred->Draw();
3479		DrawMCPrelim();
3480		Bpredsaveas="Bpred_MC";
#	Line 963 | Line 3482 | void do_prediction_plot(string jzb, TCan
3482		}
3483		if(use_data==2) {
3484		RcorrJZBeemm->Draw("e1x0,same");
3485	+	//Bpred->SetLineWidth(3); // paper style. overruled.
3486		Bpred->Draw("hist,same");
3487		RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
3488	<	legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
3488	>	legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
3489		legBpred->AddEntry(Bpred,"MC predicted","l");
3490	<	legBpred2->AddEntry(RcorrJZBeemm,"MC observed","p");
3490	>	legBpred2->AddEntry(RcorrJZBeemm,"MC true","p");
3491		legBpred2->AddEntry(Bpred,"MC predicted","l");
3492		{
3493		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 3498 | void do_prediction_plot(string jzb, TCan
3498		//      CompleteSave(globalcanvas,"Bpred_MCwithS"); // done below in save_with_ratio
3499		}
3500		{
3501	+	//lm4RcorrJZBeemm->SetLineWidth(3); //paper style. overruled.
3502	+	//RcorrJZBeemmNoS->SetLineWidth(3); //paper style. overruled.
3503	+	//lm4RcorrJZBeemm->SetLineStyle(2); //paper style. overruled.
3504	+	//RcorrJZBeemmNoS->SetLineStyle(3); //paper style. overruled.
3505	+	//lm4RcorrJZBeemm->SetLineColor(kOrange+1); //paper style. overruled.
3506	+
3507		RcorrJZBeemmNoS->SetLineStyle(2);
3508		legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
3509		legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
#	Line 993 | Line 3519 | void do_prediction_plot(string jzb, TCan
3519		}
3520
3521
3522	+	Bpredsaveas+="_"+Cname+"_";
3523		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
3524		string ytitle("ratio");
3525		if ( use_data==1 ) ytitle = "data/pred";
3526	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
3527	<
3526	>	//save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
3527	>	Save_With_Ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
3528
3529	<	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);
3529	>	delete kinpad;
3530
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!
3531
3532	<	TLegend *legBpredc = make_legend("",0.6,0.55);
3533	<	if(use_data==1)
3534	<	{
3535	<	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
3536	<	legBpredc->AddEntry(Bpredem,"OFZP","l");
3537	<	legBpredc->AddEntry(BpredSBem,"OFSB","l");
3538	<	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
3539	<	legBpredc->Draw();
3540	<	CompleteSave(globalcanvas,"Bpred_Data_comparison");
3541	<	}
3542	<	if(use_data==0) {
3543	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
3544	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
3545	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
3546	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
3547	<	legBpredc->Draw();
3548	<	CompleteSave(globalcanvas,"Bpred_MC_comparison");
3549	<	}
3550	<	if(use_data==2) {
3551	<	legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
3552	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
3553	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
3554	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
3555	<	if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3556	<	legBpredc->Draw();
3557	<	CompleteSave(globalcanvas,"Bpred_MCwithS_comparison");
3532	>
3533	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
3534	>	// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
3535	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3536	>	TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
3537	>	Bpredem->Add(RcorrJZBem);
3538	>	Bpredem->Add(LcorrJZBem,-1);
3539	>	TH1F *BpredSBem = (TH1F*)LcorrJZBeemm->Clone("BpredSBem");
3540	>	BpredSBem->Add(RcorrJZBSBem);
3541	>	Bpred->Add(LcorrJZBSBem,-1);
3542	>	TH1F *BpredSBeemm = (TH1F*)LcorrJZBeemm->Clone("BpredSBeemm");
3543	>	BpredSBeemm->Add(RcorrJZBSBeemm);
3544	>	BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
3545	>	globalcanvas->cd();
3546	>	globalcanvas->SetLogy(1);
3547	>
3548	>	RcorrJZBeemm->SetMarkerStyle(20);
3549	>	RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
3550	>	blankback->Draw();
3551	>	RcorrJZBeemm->Draw("e1x0,same");
3552	>	RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
3553	>
3554	>	Bpredem->SetLineColor(kRed+1);
3555	>	Bpredem->SetStats(0);
3556	>	Bpredem->Draw("hist,same");
3557	>
3558	>	BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
3559	>	BpredSBem->SetLineStyle(2);
3560	>	BpredSBem->Draw("hist,same");
3561	>
3562	>	BpredSBeemm->SetLineColor(kBlue+1);
3563	>	BpredSBeemm->SetLineStyle(3);
3564	>	BpredSBeemm->Draw("hist,same");
3565	>	RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
3566	>
3567	>	TLegend *legBpredc = make_legend("",0.6,0.55);
3568	>	if(use_data==1)
3569	>	{
3570	>	legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
3571	>	if(RestrictToMassPeak) {
3572	>	legBpredc->AddEntry(Bpredem,"OFZP","l");
3573	>	legBpredc->AddEntry(BpredSBem,"OFSB","l");
3574	>	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
3575	>	} else legBpredc->AddEntry(Bpredem,"OF","l");
3576	>
3577	>
3578	>	legBpredc->Draw();
3579	>	CompleteSave(globalcanvas,subdir+"Bpred_Data_comparison");
3580	>	}
3581	>	if(use_data==0) {
3582	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
3583	>	if(RestrictToMassPeak) {
3584	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
3585	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
3586	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
3587	>	} else legBpredc->AddEntry(Bpredem,"MC OF","l");
3588	>
3589	>	legBpredc->Draw();
3590	>	CompleteSave(globalcanvas,subdir+"Bpred_MC_comparison");
3591	>	}
3592	>	if(use_data==2) {
3593	>	legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
3594	>	if(RestrictToMassPeak) {
3595	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
3596	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
3597	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
3598	>	} else {
3599	>	legBpredc->AddEntry(Bpredem,"MC OF","l");
3600	>	}
3601	>	//       if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3602	>	legBpredc->Draw();
3603	>	CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
3604	>	}
3605		}
3606	+
3607		delete RcorrJZBeemm;
3608		delete LcorrJZBeemm;
3609		delete RcorrJZBem;
#	Line 1072 | Line 3616 | void do_prediction_plot(string jzb, TCan
3616
3617		delete blankback;
3618
3619	<	if(PlottingSetup::RestrictToMassPeak) {
3619	>	delete BpredSys;
3620	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3621		delete RcorrJZBSBem;
3622		delete LcorrJZBSBem;
3623		delete RcorrJZBSBeemm;
#	Line 1087 | Line 3632 | void do_prediction_plot(string jzb, TCan
3632		}
3633
3634		void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
3635	<	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);
3635	>	switch_overunderflow(true);
3636
3637	<	TH1F *RcorrJZBSBem;
3638	<	TH1F *LcorrJZBSBem;
1108	<	TH1F *RcorrJZBSBeemm;
1109	<	TH1F *LcorrJZBSbeemm;
3637	>	TCut cuts[3] = {TCut("mll>0"),Restrmasscut,TCut("mll>20&&mll<70")};
3638	>	string cutnames[3] = {"NoMassCut","ZWindow","LowMassRegion2070"};
3639
3640	<	if(PlottingSetup::RestrictToMassPeak) {
3641	<	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
3642	<	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
3643	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
3644	<	LcorrJZBSbeemm = allsamples.Draw("LcorrJZBSbeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
3645	<	}
3646	<
3647	<
3648	<
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);
3640	>	TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
3641	>	for(int i=0;i<3;i++) {
3642	>	do_prediction_plot(cuts[i],cutnames[i],datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
3643	>	if ( !PlottingSetup::Approved ) {
3644	>	do_prediction_plot(cuts[i],cutnames[i],mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
3645	>	do_prediction_plot(cuts[i],cutnames[i],mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
3646	>	} else {
3647	>	write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
3648	>	}
3649		}
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!
3650
3651	<	delete RcorrJZBeemm;
3652	<	delete LcorrJZBeemm;
1223	<	delete RcorrJZBem;
1224	<	delete LcorrJZBem;
1225	<
1226	<	delete RcorrJZBSBem;
1227	<	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  );
3651	>	delete globalcanvas;
3652	>	switch_overunderflow(false);
3653		}
3654
3655		string give_jzb_expression(float peak, int type) {
#	Line 1258 | Line 3672 | void lepton_comparison_plots() {
3672		Float_t ymin = 1.e-5, ymax = 0.25;
3673		TCanvas *can = new TCanvas("can","Lepton Comparison Canvas");
3674		can->SetLogy(1);
3675	<	TH1F *eemc = allsamples.Draw("eemc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("/DY"));
3676	<	TH1F *mmmc = allsamples.Draw("mmmc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("/DY"));
3675	>	TH1F *eemc = allsamples.Draw("eemc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("DYJetsToLL"));
3676	>	TH1F *mmmc = allsamples.Draw("mmmc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("DYJetsToLL"));
3677		eemc->SetLineColor(kBlue);
3678		mmmc->SetLineColor(kRed);
3679		eemc->SetMinimum(0.1);
#	Line 1322 | Line 3736 | void lepton_comparison_plots() {
3736		eemmlegend->AddEntry(jmmd,"#mu#mu","l");
3737		eemmlegend->Draw();
3738		DrawPrelim();
3739	<	save_with_ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
3739	>	Save_With_Ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
3740
3741	<	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"));
3742	<	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"));
3743	<	TH1F *zjeemmd = allsamples.Draw("zjeemmd",jzbvariablemc,int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,            mc,  luminosity,allsamples.FindSample("/DY"));
3741	>	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"));
3742	>	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"));
3743	>	TH1F *zjeemmd = allsamples.Draw("zjeemmd",jzbvariablemc,int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,            mc,  luminosity,allsamples.FindSample("DYJetsToLL"));
3744		dout << "Z+Jets ee : " << zjeed->GetMean() << "+/-" << zjeed->GetMeanError() << endl;
3745		dout << "Z+Jets ee : " << zjmmd->GetMean() << "+/-" << zjmmd->GetMeanError() << endl;
3746		dout << "Z+Jets eemd : " << zjeemmd->GetMean() << "+/-" << zjeemmd->GetMeanError() << endl;
#	Line 1423 | Line 3837 | void draw_pure_jzb_histo(TCut cut,string
3837		datahisto->SetMinimum(0.1);
3838		datahisto->SetMarkerSize(DataMarkerSize);
3839		datahisto->Draw("e1");
3840	<	mcstack.Draw("same");
3840	>	mcstack.Draw("histo,same");
3841		datahisto->Draw("same,e1");
3842
3843		TLegend *leg;
3844	<	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
3845	<	else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
3846	<	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
3847	<	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
3848	<	else {
3849	<	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
3850	<	exit(-1);
3851	<	}
3844	>	if (!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
3845	>	if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
3846	>	else leg = allsamples.allbglegend("Same flavor",datahisto);
3847	>	} else {
3848	>	if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
3849	>	else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
3850	>	else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
3851	>	else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
3852	>	else {
3853	>	std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
3854	>	exit(-1);
3855	>	}
3856	>	}
3857		leg->Draw();
3858		string write_cut = decipher_cut(cut,"");
3859		TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
3860		writeline1->SetTextSize(0.035);
3861		writeline1->Draw();
3862	<	save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
3862	>	if(!Contains(savename,"Dibosons")) Save_With_Ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
3863	>	else Save_With_Ratio(datahisto,mcstack,jzbpad->cd(),savename);
3864		TPad *jzbpad2 = new TPad("jzbpad2","jzbpad2",0,0,1,1);
3865		jzbpad2->cd();
3866		jzbpad2->SetLogy(1);
#	Line 1448 | Line 3868 | void draw_pure_jzb_histo(TCut cut,string
3868		datahisto->SetMinimum(0.1);
3869		datahisto->SetMarkerSize(DataMarkerSize);
3870		datahisto->Draw("e1");
3871	<	mcstack.Draw("same");
3871	>	mcstack.Draw("histo,same");
3872		datahisto->Draw("same,e1");
3873		leg->SetHeader("");
3874		leg->Draw();
3875		writeline1->SetTextSize(0.035);
3876		writeline1->Draw();
3877		DrawPrelim();
3878	<	save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
3878	>	if(!Contains(savename,"Dibosons")) Save_With_Ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
3879	>	else Save_With_Ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
3880		datahisto->Delete();
3881		mcstack.Delete();
3882		}
#	Line 1463 | Line 3884 | void draw_pure_jzb_histo(TCut cut,string
3884		Double_t GausR(Double_t *x, Double_t *par) {
3885		return gRandom->Gaus(x[0],par[0]);
3886		}
3887	+
3888	+	void produce_stretched_jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
3889	+	TCanvas *dican = new TCanvas("dican","JZB Plots Canvas");
3890	+	float max=jzbHigh ;
3891	+	float min=-120;
3892	+	int nbins=(int)((max-min)/5.0); // we want 5 GeV/bin
3893	+	int coarserbins=int(nbins/2.0);
3894	+	int rebinnedbins=int(nbins/4.0);
3895	+
3896	+	vector<float>binning;vector<float>coarse_binning;vector<float>coarsest_binning;
3897	+	for(int i=0;i<=nbins;i++)binning.push_back(min+i*(max-min)/((float)nbins));
3898	+	for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
3899	+	for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
3900	+
3901	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP",dican,binning);
3902	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP",dican,binning);
3903	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_SFZP",dican,binning);
3904	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
3905	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
3906	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
3907	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
3908	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
3909	+
3910	+	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
3911	+	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
3912	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
3913	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
3914	+
3915	+	delete dican;
3916	+	}
3917	+
3918	+
3919	+	void diboson_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
3920	+	switch_overunderflow(true);
3921	+	vector<int> SamplesToBeModified = allsamples.FindSampleBySampleName("WW/WZ/ZZ");
3922
3923	+	if(SamplesToBeModified.size()==0 || SamplesToBeModified[0]==-1) {
3924	+	write_error(__FUNCTION__,"Could not find any diboson samples - aborting diboson plots");
3925	+	return;
3926	+	}
3927	+
3928	+	float stretchfactor = 100.0;
3929	+	vector<string> labels;
3930	+
3931	+
3932	+	dout << "Going to increase the cross section for diboson samples ... " << endl;
3933	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
3934	+	float origxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
3935	+	(allsamples.collection)[SamplesToBeModified[i]].xs=origxs*stretchfactor;
3936	+	dout << "     Increased xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].filename << " from " << origxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ")" << endl;
3937	+	labels.push_back((allsamples.collection)[SamplesToBeModified[i]].samplename);
3938	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=any2string(int(stretchfactor))+" x "+(allsamples.collection)[SamplesToBeModified[i]].samplename;
3939	+	dout << "         (also renamed it to " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " )" << endl;
3940	+	}
3941	+
3942	+	dout << "Going to produce JZB plots" << endl;
3943	+	produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
3944	+	TCanvas *gloca = new TCanvas("gloca","gloca");
3945	+
3946	+	dout << "Going to produce prediction plots" << endl;
3947	+	do_prediction_plot(TCut("mll>0"),"",mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
3948	+	do_prediction_plot(TCut("mll>0"),"",mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
3949	+	delete gloca;
3950	+
3951	+	dout << "Going to reset the cross section for diboson samples ... " << endl;
3952	+	for(int i=0;i<(int)SamplesToBeModified.size();i++) {
3953	+	float Upxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
3954	+	(allsamples.collection)[SamplesToBeModified[i]].xs=(allsamples.collection)[SamplesToBeModified[i]].xs*(1.0/stretchfactor);
3955	+	string Upname=(allsamples.collection)[SamplesToBeModified[i]].samplename;
3956	+	(allsamples.collection)[SamplesToBeModified[i]].samplename=labels[i];
3957	+	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;
3958	+
3959	+	}
3960	+	//   switch_overunderflow(false);
3961	+	}
3962	+
3963	+
3964	+	void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
3965	+	TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
3966	+	jzbpad->cd();
3967	+	jzbpad->SetLogy(1);
3968	+	string xlabel="JZB [GeV]";
3969	+
3970	+	TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
3971	+	datahisto1->SetLineColor(kRed);
3972	+	datahisto1->SetMarkerColor(kRed);
3973	+	TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
3974	+	datahisto2->SetLineColor(kBlue);
3975	+	datahisto2->SetMarkerColor(kBlue);
3976	+
3977	+	datahisto2->SetMarkerSize(DataMarkerSize);
3978	+	datahisto1->DrawNormalized("e1");
3979	+	datahisto2->DrawNormalized("histo,same");
3980	+	datahisto1->DrawNormalized("same,e1");
3981	+
3982	+	TLegend *leg = make_legend();
3983	+	leg->AddEntry(datahisto1,legentry1.c_str());
3984	+	leg->AddEntry(datahisto2,legentry2.c_str());
3985	+	leg->Draw();
3986	+
3987	+	Save_With_Ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
3988	+
3989	+	datahisto1->Delete();
3990	+	datahisto2->Delete();
3991	+	}
3992	+
3993	+
3994		void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
3995	+	switch_overunderflow(true);
3996		TCanvas *can = new TCanvas("can","JZB Plots Canvas");
3997		float max=jzbHigh ;
3998		float min=-120;
#	Line 1477 | Line 4005 | void jzb_plots(string mcjzb, string data
4005		for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
4006		for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
4007
4008	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
4009	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
4010	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
4011	<	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
4012	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
4013	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
4014	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
4015	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
4016	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
4008	>	if ( !PlottingSetup::Approved ) {
4009	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
4010	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
4011	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
4012	>	draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
4013	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
4014	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
4015	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
4016	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
4017	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
4018	>	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);
4019	>	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);
4020	>	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);
4021	>
4022	>	}
4023
4024		draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
4025	<	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
4026	<	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
4027	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
4028	<	if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
4029	<
4030	<	//  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarsest",can,coarsest_binning);
4031	<	//  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarsest",can,coarsest_binning);
4032	<	//  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);
4025	>	if ( !PlottingSetup::Approved ) {
4026	>	draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
4027	>	flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
4028	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
4029	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
4030	>	}
4031	>	delete can;
4032	>	switch_overunderflow(false);
4033		}
4034
4035
#	Line 1541 | Line 4073 | string jzb_tex_command(string region, st
4073		//  \SFZPJZBPOS
4074		//  Sample &  \OFZPJZBPOS  & \OFZPJZBNEG &  \SFZPJZBPOS & \SFZPJZBNEG & \OFSBJZBPOS  & \OFSBJZBNEG  & \SFSBJZBPOS  & \SFSBJZBNEG  \\\hline
4075
4076	+
4077	+	void compute_Improved_MC_yields(string mcjzb,vector<float> jzb_cuts) {
4078	+	dout << "Calculating background yields in MC:" << endl;
4079	+
4080	+	TCanvas *yica = new TCanvas("yica","yield canvas");
4081	+
4082	+	int nRegions=2;
4083	+	if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
4084	+	string tsRegions[] = {"SFZP","OFZP"};
4085	+	string posneg[] = {"pos","neg"};
4086	+	TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass};
4087	+
4088	+
4089	+
4090	+	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
4091	+	TCut posJZB = give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos");
4092	+	TCut negJZB = give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg");
4093	+
4094	+	dout << "_________________________________________________________" << endl;
4095	+	dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
4096	+
4097	+
4098	+	THStack *spstack = new THStack(allsamples.DrawStack("spstack","mll<10e6||mll>1",1,0,500,"tester","events",cutOSSF&&cutnJets&&cutmass&&posJZB,mc,luminosity));
4099	+	THStack *snstack = new THStack(allsamples.DrawStack("snstack","mll<10e6||mll>1",1,0,500,"tester","events",cutOSSF&&cutnJets&&cutmass&&negJZB,mc,luminosity));
4100	+	THStack *opstack = new THStack(allsamples.DrawStack("opstack","mll<10e6||mll>1",1,0,500,"tester","events",cutOSOF&&cutnJets&&cutmass&&posJZB,mc,luminosity));
4101	+	THStack *onstack = new THStack(allsamples.DrawStack("onstack","mll<10e6||mll>1",1,0,500,"tester","events",cutOSOF&&cutnJets&&cutmass&&negJZB,mc,luminosity));
4102	+
4103	+
4104	+	vector<pair<string,Value> > obs_yields     = WriteYield(spstack, -10, 10, true);
4105	+	vector<pair<string,Value> > neg_sf_yields  = WriteYield(snstack, -10, 10, true);
4106	+	vector<pair<string,Value> > pos_of_yields  = WriteYield(opstack, -10, 10, true);
4107	+	vector<pair<string,Value> > neg_of_yields  = WriteYield(onstack, -10, 10, true);
4108	+
4109	+	Value TotObs=Value(0,0);
4110	+	Value TotPred=Value(0,0);
4111	+
4112	+	for(int ientry=0;ientry<obs_yields.size();ientry++) {
4113	+	if(Contains(obs_yields[ientry].first,"t_bar_t")) continue; // ttbar
4114	+	if(Contains(obs_yields[ientry].first,"W_Jets")) continue; // W+Jets
4115	+	if(Contains(obs_yields[ientry].first,"WW_")) continue; // WW (fully flavor symmetric)
4116	+	if(Contains(obs_yields[ientry].first,"Single_top")) continue; // Single Top
4117	+	if(Contains(obs_yields[ientry].first,"ee_mumu")) continue; // DY
4118	+	if(Contains(obs_yields[ientry].first,"tau_tau")) continue; // DY
4119	+	Value pred = neg_sf_yields[ientry].second + pos_of_yields[ientry].second - neg_of_yields[ientry].second;
4120	+	Value obs=obs_yields[ientry].second;
4121	+	Value diff=obs-pred;
4122	+	dout << obs_yields[ientry].first << "\t & \t " << obs << " \t & \t " << pred << "\t & \t " << diff << endl;
4123	+	TotObs=TotObs+obs_yields[ientry].second;
4124	+	TotPred=TotPred+pred;
4125	+	}
4126	+
4127	+	float Systematic=sqrt(pow(TotPred.getValue(),2)*0.5*0.5 + pow(TotObs.getValue(),2)*0.5*0.5);
4128	+
4129	+
4130	+	}
4131	+
4132	+	delete yica;
4133	+	}
4134	+
4135		void compute_MC_yields(string mcjzb,vector<float> jzb_cuts) {
4136		dout << "Calculating background yields in MC:" << endl;
4137
4138		TCanvas *yica = new TCanvas("yica","yield canvas");
4139
4140		int nRegions=4;
4141	<	if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
4141	>	if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
4142		string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
4143		string posneg[] = {"pos","neg"};
4144		TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
4145
4146	<	for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
4146	>	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
4147		TCut jzbMC[]  = { give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos"), give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg") };
4148		dout << "_________________________________________________________" << endl;
4149		dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
4150	<	for(int isample=0;isample<(allsamples.collection).size();isample++) {
4150	>	for(int isample=0;isample<(int)(allsamples.collection).size();isample++) {
4151		if(!(allsamples.collection)[isample].is_data) dout << (allsamples.collection)[isample].samplename << "  &  ";
4152		else dout << "Sample & ";
4153		for(int iregion=0;iregion<nRegions;iregion++) {
#	Line 1636 | Line 4227 | void draw_ttbar_and_zjets_shape_for_one_
4227		TText *titlecenter;
4228		bool frommc=false;
4229		if(frommc) {
4230	<	osof = allsamples.Draw("osof",datajzb,40,-200,200, "JZB [GeV]", "events", massat40&&cutOSSF&&jetcut&&lepcut,mc,luminosity,allsamples.FindSample("TTJets"));
4230	>	osof = allsamples.Draw("osof",datajzb,40,-200,200, "JZB [GeV]", "events", massat40&&cutOSSF&&jetcut&&lepcut,mc,luminosity,allsamples.FindSample("TT_"));
4231		titlecenter = write_title("Extracting ttbar shape (from ossf MC)");
4232		}
4233		else {
#	Line 1815 | Line 4406 | void draw_ttbar_and_zjets_shape_for_one_
4406
4407		void draw_ttbar_and_zjets_shape(string mcjzb, string datajzb) {
4408		int all_leptons=-1;
1818	–	int electrons_only=0;
1819	–	int mu_only=1;
1820	–	int twojetswith50gev=1;
4409		int threejetswith30gev=0;
4410		/*
4411	+	int twojetswith50gev=1;
4412	+	int electrons_only=0;
4413	+	int mu_only=1;
4414	+
4415		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,twojetswith50gev);
4416		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev);
4417
#	Line 1833 | Line 4425 | void draw_ttbar_and_zjets_shape(string m
4425		draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
4426		}
4427
4428	<	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
1837	<	//first: colorful plots
4428	>	float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
4429		TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
4430		cancorr->SetLogz();
4431		cancorr->SetRightMargin(0.13);
4432	<	flag_this_change(__FUNCTION__,__LINE__,false);//PlottingSetup::RestrictToMassPeak
4433	<	TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)");
4432	>	TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
4433	>
4434	>	if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
4435		TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
4436	<	(allsamples.collection)[allsamples.FindSample("Data")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotd",zptforresponsepresentation);
4436	>	niceresponseplotd->Sumw2();
4437	>	TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
4438	>	vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
4439	>	for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
4440	>	if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
4441	>	if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
4442	>
4443	>	dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
4444	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
4445	>	(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
4446	>	}
4447	>
4448	>	niceresponseplotd->Add(emuResponse,-1);
4449	>
4450	>	//TF1 *resp_func = new TF1("resp_func","[0]+[1]/x + [2]/pow(x,2)",10,600);
4451	>
4452		niceresponseplotd->SetStats(0);
4453		niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
4454		niceresponseplotd->GetYaxis()->SetTitle("Response");
#	Line 1849 | Line 4456 | void find_correction_factors(string &jzb
4456		niceresponseplotd->GetYaxis()->CenterTitle();
4457		niceresponseplotd->Draw("COLZ");
4458		TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
4459	+	profd->Rebin(2);
4460		profd->SetMarkerSize(DataMarkerSize);
4461	<	profd->Fit("pol0","","same,e1",30,400);
4461	>	//profd->Fit(resp_func,"","same,e1",10,400);
4462	>	profd->Fit("pol0","","same,e1",100,400);
4463	>	//resp_func->SetLineColor(kBlue);
4464		DrawPrelim();
4465	<	TText* title = write_text(0.5,0.7,"Data");
4465	>	string stitle="Data";
4466	>	if(!Contains(FindKeyword,"Data")) stitle="MC";
4467	>	TText* title = write_text(0.5,0.7,stitle.c_str());
4468		title->SetTextAlign(12);
4469		title->Draw();
4470	+	//  TF1 *datapol=(TF1*)profd->GetFunction("pol0");
4471		TF1 *datapol=(TF1*)profd->GetFunction("pol0");
4472	<	float datacorrection=datapol->GetParameter(0);
4473	<	stringstream dataresstring;
4474	<	dataresstring<<"Response: "<<std::setprecision(2)<<100*datacorrection<<" %";
4475	<	TText* restitle = write_text(0.5,0.65,dataresstring.str());
4472	>	float correction=datapol->GetParameter(0);
4473	>
4474	>	//  float correction=resp_func->GetParameter(0);
4475	>	stringstream resstring;
4476	>	resstring<<"Response: "<<std::setprecision(2)<<100*correction<<" %";
4477	>	TText* restitle = write_text(0.5,0.65,resstring.str());
4478		restitle->SetTextAlign(12);
4479		restitle->SetTextSize(0.03);
4480		restitle->Draw();
4481	<	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_Data");
4481	>	CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
4482	>	delete cancorr;
4483	>	delete niceresponseplotd;
4484	>	delete profd;
4485	>	return correction;
4486	>	}
4487	>
4488	>	void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
4489
4490	<	TH2F *niceresponseplotm = new TH2F("niceresponseplotm","",100,0,600,100,0,5);
4491	<	(allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotm",zptforresponsepresentation);
4492	<	niceresponseplotm->SetStats(0);
4493	<	niceresponseplotm->GetXaxis()->SetTitle("Z p_{T} [GeV]");
4494	<	niceresponseplotm->GetYaxis()->SetTitle("Response");
4495	<	niceresponseplotm->GetXaxis()->CenterTitle();
4496	<	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");
4490	>	dout << "Computing response corrections: " << endl;
4491	>	//Step 1 : Get results
4492	>	float datacorrection=find_one_correction_factor("Data",true,"","Data");
4493	>	float mccorrection=find_one_correction_factor("DY",false,"","MC");
4494	>
4495	>	/*  float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
4496	>	float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
4497
4498	+	float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
4499	+	float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
4500	+	*/
4501	+	cout << "Corrections : " << endl;
4502	+	cout << "   Data : " << datacorrection << endl;
4503	+	//   cout << "     ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
4504	+	cout << "   MC : " << mccorrection << endl;
4505	+	//   cout << "     ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
4506
4507	<	//Step 2: Getting the result
1896	<	//  TCut zptcutforresponse("pt>30&&pt<300&&TMath::Abs(91.2-mll)<20&&id1==id2&&(ch1*ch2<0)");
4507	>	//Step 2: Processing the result and making it into something useful :-)
4508		stringstream jzbvardatas;
4509	<	if(datacorrection>1) jzbvardatas<<"(jzb[1]-"<<datacorrection-1<<"*pt)";
4510	<	if(datacorrection<1) jzbvardatas<<"(jzb[1]+"<<1-datacorrection<<"*pt)";
4509	>	/*
4510	>	jzbvardatas << "(";
4511	>
4512	>	if(dataEEcorrection>=1) jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]-" << dataEEcorrection-1 << "*pt))";
4513	>	if(dataEEcorrection<1)  jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-dataEEcorrection << "*pt))";
4514	>
4515	>	if(dataMMcorrection>=1) jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]-" << dataMMcorrection-1 << "*pt))";
4516	>	if(dataMMcorrection<1)  jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-dataMMcorrection << "*pt))";
4517	>
4518	>	float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
4519	>
4520	>	if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)*(jzb[1]-" << datacorrection-1 << "*pt))";
4521	>	if(datacorrection<1) jzbvardatas<<"+((id1!=id2)*(jzb[1]+" << 1-datacorrection << "*pt))";
4522	>
4523	>	jzbvardatas << ")";
4524		jzbvardata=jzbvardatas.str();
4525	+	*/
4526		stringstream jzbvarmcs;
4527	<	if(mccorrection>1) jzbvarmcs<<"(jzb[1]-"<<mccorrection-1<<"*pt)";
4528	<	if(mccorrection<1) jzbvarmcs<<"(jzb[1]+"<<1-mccorrection<<"*pt)";
4527	>	/*
4528	>	jzbvarmcs << "(";
4529	>
4530	>	if(mcEEcorrection>=1) jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]-" << mcEEcorrection-1 << "*pt))";
4531	>	if(mcEEcorrection<1)  jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-mcEEcorrection << "*pt))";
4532	>
4533	>	if(mcMMcorrection>=1) jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]-" << mcMMcorrection-1 << "*pt))";
4534	>	if(mcMMcorrection<1)  jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-mcMMcorrection << "*pt))";
4535	>
4536	>	float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
4537	>
4538	>	if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]-" << mccorrection-1 << "*pt))";
4539	>	if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]+" << 1-mccorrection << "*pt))";
4540	>
4541	>	jzbvarmcs << ")";
4542		jzbvarmc=jzbvarmcs.str();
4543	+	*/
4544	+
4545	+	if(datacorrection>=1) jzbvardatas<<"(jzb[1]-" << datacorrection-1 << "*pt)";
4546	+	if(datacorrection<1)  jzbvardatas<<"(jzb[1]+" << 1-datacorrection << "*pt)";
4547	+
4548	+	if(mccorrection>=1) jzbvarmcs<<"(jzb[1]-" << mccorrection-1 << "*pt)";
4549	+	if(mccorrection<1)  jzbvarmcs<<"(jzb[1]+" << 1-mccorrection << "*pt)";
4550	+
4551	+	jzbvardata = jzbvardatas.str();
4552	+	jzbvarmc = jzbvarmcs.str();
4553	+
4554		dout << "JZB Z pt correction summary : " << endl;
4555		dout << "  Data: The response is " << datacorrection << "  --> jzb variable is now : " << jzbvardata << endl;
4556		dout << "  MC  : The response is " << mccorrection << "  --> jzb variable is now : " << jzbvarmc << endl;
4557	+
4558		}
4559
4560	<	void pick_up_events(string cut) {
4561	<	dout << "Picking up events with cut " << cut << endl;
1912	<	allsamples.PickUpEvents(cut);
4560	>	void pick_up_events(string cut, string filename, bool QuietMode=false) {
4561	>	allsamples.PickUpEvents(cut,filename,QuietMode);
4562		}
4563
4564	<	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError) {
4564	>	void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
4565		dout << "Saving configuration template!" << endl;
4566		ofstream configfile;
4567		configfile.open("../DistributedModelCalculations/last_configuration.C");
#	Line 1932 | Line 4581 | void save_template(string mcjzb, string
4581		configfile<<"string datajzb=\"datajzb_ERROR\";\n";
4582		configfile<<"string mcjzb=\"mcjzb_ERROR\";\n";
4583		configfile<<"vector<float>jzb_cuts;\n";
4584	+	configfile<<"vector<float>jzb_shape_limit_bins;\n";
4585		configfile<<"float MCPeakError=-999;\n";
4586	+	configfile<<"float DataPeakError=-999;\n";
4587		configfile<<"}\n\n";
4588
4589		configfile<<"void read_config() {\n";
4590		configfile<<"datajzb=\""<<datajzb<<"\";\n";
4591		configfile<<"mcjzb=\""<<mcjzb<<"\";\n\n";
4592	<	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n\n";
4593	<	for(int i=0;i<jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4592	>	configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n";
4593	>	configfile<<"DataPeakError="<<DataPeakError<<";\n\n";
4594	>	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";
4595	>	configfile<<"\n\n";
4596	>	for(int i=0;i<(int)Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4597	>	for(int i=0;i<(int)Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4598	>	for(int i=0;i<(int)Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4599		configfile<<"\n\n";
4600	<	for(int i=0;i<Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4601	<	for(int i=0;i<Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4602	<	for(int i=0;i<Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4600	>	for(int i=0;i<(int)flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4601	>	for(int i=0;i<(int)flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4602	>	for(int i=0;i<(int)flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
4603	>	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";
4604		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";
4605		configfile<<"\n\n";
4606		configfile<<"luminosity="<<luminosity<<";\n";
4607	+	configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
4608	+	configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
4609
4610		configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
4611
#	Line 1972 | Line 4628 | void draw_all_ttbar_histos(TCanvas *can,
4628		float max=histos[0]->GetMaximum();
4629		if(manualmin>=0) min=manualmin;
4630		else {
4631	<	for(int i=1;i<histos.size();i++) {
4631	>	for(int i=1;i<(int)histos.size();i++) {
4632		float curmin=get_nonzero_minimum(histos[i]);
4633		float curmax=histos[i]->GetMaximum();
4634		if(curmin<min) min=curmin;
#	Line 1983 | Line 4639 | void draw_all_ttbar_histos(TCanvas *can,
4639		histos[0]->Draw(drawoption.c_str());
4640		stringstream drawopt;
4641		drawopt << drawoption << ",same";
4642	<	for(int i=1;i<histos.size();i++) {
4642	>	for(int i=1;i<(int)histos.size();i++) {
4643		histos[i]->Draw(drawopt.str().c_str());
4644		}
4645		}
4646
4647	<	void ttbar_sidebands_comparison(string mcjzb, vector<float> binning, string prestring) {
4647	>	void ttbar_sidebands_comparison(string mcjzb, vector<float> binning, string prestring, TCut cut) {
4648		//in the case of the on peak analysis, we compare the 3 control regions to the real value
4649		//in the case of the OFF peak analysis, we compare our control region to the real value
4650		TCut weightbackup=cutWeight;
4651	<	cutWeight="1.0";
1996	<	float simulatedlumi = luminosity; //in pb please - adjust to your likings
4651	>	switch_overunderflow(true);
4652
4653	+	bool doPURW=true;
4654	+
4655	+
4656	+	if(!doPURW) {
4657	+	dout << "Not doing PU reweighting for ttbar closure test" << endl;
4658	+	cutWeight="1.0";
4659	+	// Do it without PU re-weighting
4660	+	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
4661	+	stringstream resultsNoPU;
4662	+	stringstream noPUdatajzb;
4663	+	stringstream noPUmcjzb;
4664	+
4665	+	stringstream mcjzbnoPU;
4666	+	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
4667	+	mcjzb = noPUmcjzb.str();
4668	+	}
4669	+
4670	+
4671	+	float simulatedlumi = luminosity; //in pb please - adjust to your likings
4672
4673	<	TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4674	<	TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4673	>	TH1F *TZem  = allsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4674	>	TH1F *nTZem = allsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4675		TH1F *TSem;
4676		TH1F *nTSem;
4677	<	TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4678	<	TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4677	>	TH1F *TZeemm  = allsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4678	>	TH1F *nTZeemm = allsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4679		TH1F *TSeemm;
4680		TH1F *nTSeemm;
4681
4682	<	if(PlottingSetup::RestrictToMassPeak) {
4683	<	TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4684	<	nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4685	<	TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4686	<	nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4682	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4683	>	TSem    = allsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4684	>	nTSem   = allsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4685	>	TSeemm  = allsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4686	>	nTSeemm = allsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4687		}
4688
4689		TCanvas *tcan = new TCanvas("tcan","tcan");
2016	–
4690		tcan->SetLogy(1);
4691
4692		TZeemm->SetLineColor(kBlack);
#	Line 2022 | Line 4695 | void ttbar_sidebands_comparison(string m
4695		TZem->SetMarkerColor(kRed);
4696
4697
4698	<	if(PlottingSetup::RestrictToMassPeak) {
4698	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4699		TSem->SetLineColor(TColor::GetColor("#00A616"));
4700		TSeemm->SetLineColor(kMagenta+2);
4701		TSem->SetMarkerColor(TColor::GetColor("#00A616"));
#	Line 2032 | Line 4705 | void ttbar_sidebands_comparison(string m
4705		}
4706
4707		vector<TH1F*> histos;
4708	+	TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
4709	+	TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
4710		histos.push_back(TZem);
4711		histos.push_back(TZeemm);
4712	<	if(PlottingSetup::RestrictToMassPeak) {
4712	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4713	>	TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
4714	>	TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
4715		histos.push_back(TSem);
4716		histos.push_back(TSeemm);
4717		}
4718	<	draw_all_ttbar_histos(tcan,histos,"histo",0.04);
4718	>	draw_all_ttbar_histos(tcan,histos,"histo",8);
4719
4720		TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
4721		leg->AddEntry(TZeemm,"SFZP","l");
4722		leg->AddEntry(TZem,"OFZP","l");
4723	<	if(PlottingSetup::RestrictToMassPeak) {
4723	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4724		leg->AddEntry(TSeemm,"SFSB","l");
4725		leg->AddEntry(TSem,"OFSB","l");
4726		}
#	Line 2053 | Line 4730 | void ttbar_sidebands_comparison(string m
4730
4731		TH1F *TZemcopy = (TH1F*)TZem->Clone("TZemcopy");
4732		TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
4733	<	TH1F *TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
4734	<	TH1F *TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
4733	>	TH1F *TSeemmcopy;
4734	>	TH1F *TSemcopy;
4735	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4736	>	TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
4737	>	TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
4738	>	}
4739
4740		TZem->Divide(TZeemm);
4741		TZem->SetMarkerStyle(21);
4742	<	if(PlottingSetup::RestrictToMassPeak) {
4742	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4743		TSem->Divide(TZeemm);
4744		TSeemm->Divide(TZeemm);
4745		TSem->SetMarkerStyle(24);
4746		TSeemm->SetMarkerStyle(32);
4747	<	}
4747	>	}
4748
4749		tcan->SetLogy(0);
4750		TZem->GetYaxis()->SetRangeUser(0,2.5);
4751		TZem->GetYaxis()->SetTitle("ratio");
4752		TZem->Draw();
4753	<	if(PlottingSetup::RestrictToMassPeak) {
4753	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4754		TSem->Draw("same");
4755		TSeemm->Draw("same");
4756		}
4757
4758	<	float linepos=0.25;
4759	<	if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
4758	>	float linepos=emuncertONPEAK;
4759	>	if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
4760	>
4761		TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
4762		TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
4763		TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
4764
4765	+	/*write_warning(__FUNCTION__,"These two lines are to be removed!");
4766	+	TLine *topalt = new TLine(binning[0],1.0+0.1,binning[binning.size()-1],1.0+0.1);
4767	+	TLine *bottomalt = new TLine(binning[0],1.0-0.1,binning[binning.size()-1],1.0-0.1);
4768	+	topalt->SetLineColor(kRed);topalt->SetLineStyle(3);
4769	+	bottomalt->SetLineColor(kRed);bottomalt->SetLineStyle(3);
4770	+	topalt->Draw("same");bottomalt->Draw("same");*/
4771	+
4772	+
4773		top->SetLineColor(kBlue);top->SetLineStyle(2);
4774		bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
4775		center->SetLineColor(kBlue);
#	Line 2090 | Line 4780 | void ttbar_sidebands_comparison(string m
4780
4781		TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
4782		leg2->AddEntry(TZem,"OFZP / SFZP","ple");
4783	<	if(PlottingSetup::RestrictToMassPeak) {
4783	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4784		leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
4785		leg2->AddEntry(TSem,"OFSB / SFZP","ple");
4786		}
#	Line 2103 | Line 4793 | void ttbar_sidebands_comparison(string m
4793		DrawMCPrelim(simulatedlumi);
4794		CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
4795
4796	+
4797	+	if (0) { // Turn this off: we don't need this
4798
4799	+	///-------------- second part: only look at the quantity we actually care about!
4800	+	TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
4801	+	TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
4802	+	rightsfzp->Add(leftsfzp,-1);
4803	+	TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
4804	+	TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
4805	+	rightofzp->Add(leftofzp,-1);
4806	+	TH1F *leftofsb;
4807	+	TH1F *rightofsb;
4808	+	TH1F *leftsfsb;
4809	+	TH1F *rightsfsb;
4810	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4811	+	leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
4812	+	rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
4813	+	rightofsb->Add(leftofsb,-1);
4814	+	leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
4815	+	rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
4816	+	rightsfsb->Add(leftsfsb,-1);
4817	+	}
4818
4819	<	///-------------- second part: only look at the quantity we actually care about!
4820	<	TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
4821	<	TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
4822	<	rightsfzp->Add(leftsfzp,-1);
4823	<	TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
4824	<	TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
4825	<	rightofzp->Add(leftofzp,-1);
4826	<	TH1F *leftofsb;
4827	<	TH1F *rightofsb;
4828	<	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	<	}
4819	>	tcan->SetLogy(1);
4820	>	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
4821	>	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
4822	>	rightsfzp->Draw("histo");
4823	>	rightofzp->Draw("histo,same");
4824	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4825	>	rightofsb->Draw("histo,same");
4826	>	rightsfsb->Draw("histo,same");
4827	>	}
4828	>	DrawMCPrelim(simulatedlumi);
4829
4830	<	tcan->SetLogy(1);
4831	<	rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
4832	<	rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
4833	<	rightsfzp->Draw("histo");
4834	<	rightofzp->Draw("histo,same");
4835	<	if(PlottingSetup::RestrictToMassPeak) {
4836	<	rightofsb->Draw("histo,same");
4837	<	rightsfsb->Draw("histo,same");
2136	<	}
2137	<	DrawMCPrelim(simulatedlumi);
4830	>	TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
4831	>	legA->AddEntry(rightsfzp,"SFZP","l");
4832	>	legA->AddEntry(rightofzp,"OFZP","l");
4833	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4834	>	legA->AddEntry(rightofsb,"SFSB","l");
4835	>	legA->AddEntry(rightsfsb,"OFSB","l");
4836	>	}
4837	>	legA->Draw();
4838
4839	<	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();
4839	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
4840
4841	<	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
4841	>	tcan->SetLogy(0);
4842	>	rightofzp->Divide(rightsfzp);
4843	>	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
4844	>	rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
4845	>	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
4846	>	rightofzp->Draw();
4847	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4848	>	rightofsb->Divide(rightsfzp);
4849	>	rightsfsb->Divide(rightsfzp);
4850	>	rightofsb->Draw("same");
4851	>	rightsfsb->Draw("same");
4852	>	}
4853
4854	<	tcan->SetLogy(0);
4855	<	rightofzp->Divide(rightsfzp);
4856	<	rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
4857	<	rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
4858	<	rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
4859	<	rightofzp->Draw();
4860	<	if(PlottingSetup::RestrictToMassPeak) {
4861	<	rightofsb->Divide(rightsfzp);
4862	<	rightsfsb->Divide(rightsfzp);
4863	<	rightofsb->Draw("same");
4864	<	rightsfsb->Draw("same");
4865	<	}
4854	>	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
4855	>	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
4856	>	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
4857	>
4858	>	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
4859	>	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
4860	>	center2->SetLineColor(kBlue);
4861	>
4862	>	top2->Draw("same");
4863	>	center2->Draw("same");
4864	>	bottom2->Draw("same");
4865	>
4866	>	rightofzp->SetMarkerStyle(21);
4867	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4868	>	rightofsb->SetMarkerStyle(24);
4869	>	rightsfsb->SetMarkerStyle(32);
4870	>	}
4871
4872	<	TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
4873	<	TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
4874	<	TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
4872	>	TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
4873	>	leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
4874	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4875	>	leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
4876	>	leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
4877	>	}
4878	>	leg3->AddEntry(bottom,"syst. envelope","l");
4879	>	leg3->SetX1(0.25);leg3->SetX2(0.6);
4880	>	leg3->SetY1(0.65);
4881
4882	<	top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2168	<	bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2169	<	center2->SetLineColor(kBlue);
4882	>	leg3->Draw("same");
4883
4884	<	top2->Draw("same");
4885	<	center2->Draw("same");
2173	<	bottom2->Draw("same");
2174	<
2175	<	rightofzp->SetMarkerStyle(21);
2176	<	if(PlottingSetup::RestrictToMassPeak) {
2177	<	rightofsb->SetMarkerStyle(24);
2178	<	rightsfsb->SetMarkerStyle(32);
2179	<	}
4884	>	DrawMCPrelim(simulatedlumi);
4885	>	CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
4886
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");
4887		}
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");
4888
4889		delete TZem;
4890		delete nTZem;
4891		delete TZeemm;
4892		delete nTZeemm;
4893	<	if(PlottingSetup::RestrictToMassPeak) {
4893	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4894		delete TSem;
4895		delete nTSem;
4896		delete TSeemm;
#	Line 2206 | Line 4899 | void ttbar_sidebands_comparison(string m
4899
4900		delete tcan;
4901		cutWeight=weightbackup;
4902	+	switch_overunderflow(false);
4903		}
4904
4905		void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
4906		vector<float> nicer_binning;
4907	<	nicer_binning.push_back(-125);
4907	>
4908	>	/*  nicer_binning.push_back(-400);
4909	>	nicer_binning.push_back(-250);
4910	>	nicer_binning.push_back(-200);
4911	>	nicer_binning.push_back(-150);
4912	>	nicer_binning.push_back(-100);
4913	>	nicer_binning.push_back(-50);
4914	>	nicer_binning.push_back(-20);
4915	>
4916	>	nicer_binning.push_back(0);
4917	>	nicer_binning.push_back(20);
4918	>	nicer_binning.push_back(50);
4919	>	nicer_binning.push_back(100);
4920	>	nicer_binning.push_back(150);
4921	>	nicer_binning.push_back(200);
4922	>	nicer_binning.push_back(250);
4923	>	nicer_binning.push_back(400);*/
4924	>
4925		nicer_binning.push_back(-100);
2215	–	nicer_binning.push_back(-75);
4926		nicer_binning.push_back(-50);
4927		nicer_binning.push_back(-25);
4928		nicer_binning.push_back(0);
#	Line 2222 | Line 4932 | void ttbar_sidebands_comparison(string m
4932		nicer_binning.push_back(100);
4933		nicer_binning.push_back(125);
4934		nicer_binning.push_back(150);
4935	<	nicer_binning.push_back(175);
4935	>	//nicer_binning.push_back(175);
4936		nicer_binning.push_back(200);
4937	<	nicer_binning.push_back(230);
4938	<	nicer_binning.push_back(280);
4939	<	nicer_binning.push_back(400);
4940	<	ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
4937	>	//  nicer_binning.push_back(250);
4938	>	//  nicer_binning.push_back(300);
4939	>	//  nicer_binning.push_back(400);
4940	>
4941	>	ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/",TCut("mll>0"));
4942	>	ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/CutAt20",TCut("mll>20"));
4943	>	ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/LowMassRegion2070",TCut("mll>20&&mll<70"));
4944	>	ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/ZWindow",Restrmasscut);
4945	>
4946		}
4947
4948
4949	<	void zjets_prediction_comparison() {
4950	<	// Do it without PU re-weighting
4951	<	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
4952	<	stringstream resultsNoPU;
4953	<
4954	<	stringstream mcjzbnoPU;
4955	<	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,false);
4956	<	if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
4957	<	else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
4949	>	void zjets_prediction_comparison(string mcjzbWithPUa, TCut massregioncut, string massregionname) {
4950	>	cout << "****************************************************************************************************************************************************************" << endl;
4951	>	TCanvas *zcan = new TCanvas("zcan","zcan");
4952	>	TCut weightbackup=cutWeight;
4953	>
4954	>	bool UsePURW=true;
4955	>
4956	>
4957	>	string mcjzb;
4958	>	if(UsePURW) {
4959	>	mcjzb=mcjzbWithPUa;
4960	>	cout << "Using PURW peak positions" << endl;
4961	>	} else {
4962	>	// Do it without PU re-weighting
4963	>	cutWeight="1.0";
4964	>	float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
4965	>	stringstream resultsNoPU;
4966	>	stringstream noPUdatajzb;
4967	>	stringstream noPUmcjzb;
4968	>
4969	>	find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
4970	>	dout << "The peak corrected JZB expression for MC without pileup is : " <<  noPUmcjzb.str() << endl;
4971	>
4972	>	mcjzb = noPUmcjzb.str();
4973	>
4974	>	}
4975
4976	<	string mcjzb = mcjzbnoPU.str();
4977	<	dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzb << endl;
4976	>
4977	>
4978	>	vector<float> binning;
4979	>	binning.push_back(0);
4980	>	binning.push_back(10);
4981	>	binning.push_back(30);
4982	>	//  binning.push_back(40);
4983	>	//  binning.push_back(60);
4984	>	binning.push_back(50);
4985	>	//   binning.push_back(60);
4986	>	//   binning.push_back(70);
4987	>	//   binning.push_back(80);
4988	>	//   binning.push_back(90);
4989	>	binning.push_back(100);
4990
2247	–	TCut weightbackup=cutWeight;
2248	–	cutWeight="1.0";
2249	–	float sbg_min=0.;
2250	–	float sbg_max=100.;
2251	–	int sbg_nbins=5;
4991		float simulatedlumi = luminosity;//in pb please - adjust to your likings
4992
4993		TCut kPos((mcjzb+">0").c_str());
4994		TCut kNeg((mcjzb+"<0").c_str());
4995	+	TCut reducedNJets(cutnJets);
4996		string var( "abs("+mcjzb+")" );
4997	<
4998	<	TCut kcut(cutmass&&cutOSSF&&"pfJetGoodNum>2");
4999	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
5000	<	kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
5001	<	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
5002	<	kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
4997	>
4998	>
4999	>	TCut notTau("!EventZToTaus");
5000	>	TCut ee_mm_tautau("mll>0");
5001	>
5002	>	TH1F *hJZBpos = allsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5003	>	TH1F *hJZBneg = allsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5004	>
5005		hJZBpos->SetLineColor(kBlack);
5006		hJZBneg->SetLineColor(kRed);
5007
5008	<	Int_t nbins = 5;
2267	<	Float_t xmax = 100.;
2268	<
2269	<
2270	<	TCanvas *zcan = new TCanvas("zcan","zcan");
2271	<	zcan->SetLogy(1);
2272	<
5008	>	hJZBpos->SetMinimum(1.0);
5009		hJZBpos->Draw("e1");
5010		hJZBneg->Draw("same,hist");
5011		hJZBpos->Draw("same,e1"); // So it's on top...
5012
5013	<	TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
5013	>	TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
5014		leg->AddEntry(hJZBpos,"Observed","pe");
5015		leg->AddEntry(hJZBneg,"Predicted","l");
5016		leg->Draw("same");
5017		DrawMCPrelim(simulatedlumi);
5018	<	CompleteSave(zcan,"Systematics/zjets_prediction");
5018	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction"+any2string(massregionname));
5019
5020		TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
5021		hratio->Divide(hJZBneg);
5022
5023	<	zcan->SetLogy(0);
5023	>	for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
5024	>	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;
5025	>	}
5026	>
5027	>	//  zcan->SetLogy(0);
5028		hratio->GetYaxis()->SetRangeUser(0,2.5);
5029		hratio->GetYaxis()->SetTitle("Observed/Predicted");
5030		hratio->Draw("e1");
5031
5032	<	TLine *top = new TLine(sbg_min,1.25,sbg_max,1.25);
5033	<	TLine *center = new TLine(sbg_min,1.0,sbg_max,1.0);
5034	<	TLine *bottom = new TLine(sbg_min,0.75,sbg_max,0.75);
5032	>	TLine *top = new TLine(binning[0],1.2,binning[binning.size()-1],1.2);
5033	>	TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
5034	>	TLine *bottom = new TLine(binning[0],0.8,binning[binning.size()-1],0.8);
5035
5036
5037		top->SetLineColor(kBlue);top->SetLineStyle(2);
#	Line 2302 | Line 5042 | void zjets_prediction_comparison() {
5042		center->Draw("same");
5043		bottom->Draw("same");
5044
5045	<	TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
5045	>	TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
5046		leg2->AddEntry(hratio,"obs / pred","pe");
5047		leg2->AddEntry(bottom,"syst. envelope","l");
5048		leg2->Draw("same");
5049		DrawMCPrelim(simulatedlumi);
5050	<	CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
5050	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio"+any2string(massregionname));
5051	>
5052	>	TH1F *TAUhJZBpos       = allsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5053	>	TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5054	>	TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5055	>	TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5056	>
5057	>	TH1F *RcorrJZBSBem;
5058	>	TH1F *LcorrJZBSBem;
5059	>	TH1F *RcorrJZBSBeemm;
5060	>	TH1F *LcorrJZBSBeemm;
5061	>
5062	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5063	>	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5064	>	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5065	>	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5066	>	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5067	>	}
5068	>
5069	>	TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
5070	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5071	>	Bpred->Add(RcorrJZBem,1.0/3.);
5072	>	Bpred->Add(LcorrJZBem,-1.0/3.);
5073	>	Bpred->Add(RcorrJZBSBem,1.0/3.);
5074	>	Bpred->Add(LcorrJZBSBem,-1.0/3.);
5075	>	Bpred->Add(RcorrJZBSBeemm,1.0/3.);
5076	>	Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
5077	>	} else {
5078	>	Bpred->Add(RcorrJZBem,1.0);
5079	>	Bpred->Add(LcorrJZBem,-1.0);
5080	>	}
5081	>
5082	>	Bpred->SetLineColor(kRed);
5083	>
5084	>	TAUhJZBpos->SetLineColor(kBlack);
5085	>	Bpred->SetLineColor(kRed);
5086	>
5087	>	TAUhJZBpos->SetMinimum(1.0);
5088	>	TAUhJZBpos->Draw("e1");
5089	>	Bpred->Draw("same,hist");
5090	>	TAUhJZBpos->Draw("same,e1");
5091	>
5092	>	TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
5093	>	TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
5094	>	TAUleg->AddEntry(Bpred,"Predicted","l");
5095	>	TAUleg->Draw("same");
5096	>	DrawMCPrelim(simulatedlumi);
5097	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction__"+any2string(massregionname));
5098	>
5099	>	TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
5100	>	TAUhratio->Divide(Bpred);
5101	>
5102	>	for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
5103	>	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;
5104	>
5105	>
5106	>	}
5107	>
5108	>	zcan->SetLogy(0);
5109	>	TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
5110	>	TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
5111	>	TAUhratio->Draw("e1");
5112	>
5113	>	top->Draw("same");
5114	>	center->Draw("same");
5115	>	bottom->Draw("same");
5116	>
5117	>	TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
5118	>	TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
5119	>	TAUleg2->AddEntry(bottom,"syst. envelope","l");
5120	>	TAUleg2->Draw("same");
5121	>	DrawMCPrelim(simulatedlumi);
5122	>	CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio"+any2string(massregionname));
5123	>
5124	>	delete Bpred;
5125	>	delete TAUhJZBpos;
5126	>	delete LcorrJZBeemm;
5127	>	delete RcorrJZBem;
5128	>	delete LcorrJZBem;
5129	>	delete hJZBpos;
5130	>	delete hJZBneg;
5131	>
5132	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5133	>	delete RcorrJZBSBem;
5134	>	delete LcorrJZBSBem;
5135	>	delete RcorrJZBSBeemm;
5136	>	delete LcorrJZBSBeemm;
5137	>	}
5138	>
5139	>	//***************************************************************************************************
5140	>
5141	>	string jzbvar=var;
5142	>	/*
5143	>	for(int i=0;i<60;i+=10) {
5144	>	stringstream sSpecialJZBCut;
5145	>	sSpecialJZBCut << jzbvar << ">" << i;
5146	>	TCut SpecialJZBCut(sSpecialJZBCut.str().c_str());
5147	>
5148	>	var="mll";
5149	>
5150	>	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"));
5151	>	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"));
5152	>	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"));
5153	>	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"));
5154	>
5155	>	TH1F *RcorrJZBPlusSBem;
5156	>	TH1F *LcorrJZBPlusSBem;
5157	>	TH1F *RcorrJZBPlusSBeemm;
5158	>	TH1F *LcorrJZBPlusSBeemm;
5159	>
5160	>
5161	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5162	>	RcorrJZBPlusSBem   = allsamples.Draw("RcorrJZBPlusSBem",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&notTau&&kPos&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5163	>	LcorrJZBPlusSBem   = allsamples.Draw("LcorrJZBPlusSBem",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&notTau&&kNeg&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5164	>	RcorrJZBPlusSBeemm = allsamples.Draw("RcorrJZBPlusSBeemm",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&notTau&&kPos&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5165	>	LcorrJZBPlusSBeemm = allsamples.Draw("LcorrJZBPlusSBeemm",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&notTau&&kNeg&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5166	>	}
5167	>
5168	>	TH1F *BpredPrime = (TH1F*)LcorrJZBPluseemm->Clone("BpredPrime");
5169	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5170	>	BpredPrime->Add(RcorrJZBPlusem,1.0/3.);
5171	>	BpredPrime->Add(LcorrJZBPlusem,-1.0/3.);
5172	>	BpredPrime->Add(RcorrJZBPlusSBem,1.0/3.);
5173	>	BpredPrime->Add(LcorrJZBPlusSBem,-1.0/3.);
5174	>	BpredPrime->Add(RcorrJZBPlusSBeemm,1.0/3.);
5175	>	BpredPrime->Add(LcorrJZBPlusSBeemm,-1.0/3.);
5176	>	} else {
5177	>	BpredPrime->Add(RcorrJZBPlusem,1.0);
5178	>	BpredPrime->Add(LcorrJZBPlusem,-1.0);
5179	>	}
5180	>
5181	>	BpredPrime->SetLineColor(kRed);
5182	>
5183	>	FullJZBhJZBpos->SetLineColor(kBlack);
5184	>	BpredPrime->SetLineColor(kRed);
5185	>
5186	>	FullJZBhJZBpos->SetMinimum(1.0);
5187	>	FullJZBhJZBpos->Draw("e1");
5188	>	BpredPrime->Draw("same,hist");
5189	>	FullJZBhJZBpos->Draw("same,e1");
5190	>
5191	>	TLegend *FullJZBleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
5192	>	FullJZBleg->AddEntry(FullJZBhJZBpos,"Observed","pe");
5193	>	FullJZBleg->AddEntry(BpredPrime,"Predicted","l");
5194	>	FullJZBleg->Draw("same");
5195	>	DrawMCPrelim(simulatedlumi);
5196	>	CompleteSave(zcan,"Systematics/ZJets/Mll_Distribution_JZB"+any2string(i)+"_zjets_eemumu_prediction__"+any2string(massregionname));
5197	>
5198	>	TH1F* FullJZBhratio = (TH1F*)FullJZBhJZBpos->Clone("FullJZBhratio");
5199	>	FullJZBhratio->Divide(BpredPrime);
5200
5201	+	zcan->SetLogy(0);
5202	+	FullJZBhratio->GetYaxis()->SetRangeUser(0,2.5);
5203	+	FullJZBhratio->GetYaxis()->SetTitle("Observed/Predicted");
5204	+	FullJZBhratio->Draw("e1");
5205	+
5206	+	TLine *atop = new TLine(0,1.2,200,1.2);
5207	+	TLine *acenter = new TLine(0,1.0,200,1.0);
5208	+	TLine *abottom = new TLine(0,0.8,200,0.8);
5209	+
5210	+	atop->SetLineColor(kBlue);
5211	+	atop->SetLineStyle(2);
5212	+	acenter->SetLineColor(kBlue);
5213	+	abottom->SetLineColor(kBlue);
5214	+	abottom->SetLineStyle(2);
5215	+
5216	+	atop->Draw("same");
5217	+	acenter->Draw("same");
5218	+	abottom->Draw("same");
5219	+
5220	+	TLegend *FullJZBleg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
5221	+	FullJZBleg2->AddEntry(FullJZBhratio,"obs / pred","pe");
5222	+	FullJZBleg2->AddEntry(abottom,"syst. envelope","l");
5223	+	FullJZBleg2->Draw("same");
5224	+	DrawMCPrelim(simulatedlumi);
5225	+	CompleteSave(zcan,"Systematics/ZJets/Mll_Distribution_JZB"+any2string(i)+"zjets_eemumu_prediction_ratio"+any2string(massregionname));
5226	+
5227	+
5228	+	delete BpredPrime;
5229	+	delete FullJZBhJZBpos;
5230	+	delete LcorrJZBPluseemm;
5231	+	delete RcorrJZBPlusem;
5232	+	delete LcorrJZBPlusem;
5233	+	//  delete FullJZBhJZBpos;
5234	+
5235	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5236	+	delete RcorrJZBPlusSBem;
5237	+	delete LcorrJZBPlusSBem;
5238	+	delete RcorrJZBPlusSBeemm;
5239	+	delete LcorrJZBPlusSBeemm;
5240	+	}
5241	+
5242	+	}
5243	+	//***************************************************************************************************
5244	+	*/
5245		delete zcan;
5246		cutWeight=weightbackup;
2314	–
5247		}
5248
5249
5250	<
5250	>	void zjets_prediction_comparison(string mcjzbWithPUa) {
5251	>	zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>20"), "nomasscut");
5252	>	zjets_prediction_comparison(mcjzbWithPUa, TCut("abs(mll-91)<10"), "Zwindow_10");
5253	>	zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>20&&mll<70"), "LowMassRegion2070");
5254	>	//  zjets_prediction_comparison(mcjzbWithPUa, TCut("abs(mll-91)>10&&mll>20"), "Outside_Zwindow_10");
5255	>	//  zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>110"), "HighMassRegion110");
5256	>	}
5257	>
5258		void sideband_assessment(string datajzb, float min=30.0, float max=50.0) {
5259		tout << endl << endl;
5260		stringstream bordercut;
#	Line 2333 | Line 5272 | void sideband_assessment(string datajzb,
5272		tout << "\\begin{tabular}{l|cc}" << endl;
5273		tout << "\\hline" << endl;
5274		tout << "& {\\OFZP} & {\\OFSB} \\\\\\hline" << endl;
5275	<	tout << "\\#(events) & "<<OFSB<<" & "<<OFZP<<"\\\\ \\hline" << endl;
5275	>	tout << "\\#(events) & "<<OFZP<<" & "<<OFSB<<"\\\\ \\hline" << endl;
5276		tout << "\\end{tabular}" << endl;
5277		tout << "\\end{center}" << endl;
5278		tout << "\\end{table}" << endl;
#	Line 2351 | Line 5290 | void make_table(samplecollection &coll,
5290
5291		TCanvas *cannie = new TCanvas("cannie","cannie");
5292
5293	<	for(int icut=0;icut<jzb_cuts.size();icut++) {
5293	>	for(int icut=0;icut<(int)jzb_cuts.size();icut++) {
5294		float currcut=jzb_cuts[icut];
5295		int nbins=1;float low=currcut;
5296		vector<int> mysample;
#	Line 2366 | Line 5305 | void make_table(samplecollection &coll,
5305		TH1F *RcorrJZBSBeemm;
5306		TH1F *LcorrJZBSBeemm;
5307
5308	<	if(PlottingSetup::RestrictToMassPeak) {
5308	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5309		RcorrJZBSBem   = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
5310		LcorrJZBSBem   = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
5311		RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
#	Line 2374 | Line 5313 | void make_table(samplecollection &coll,
5313		}
5314
5315		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
5316	<	if(PlottingSetup::RestrictToMassPeak) {
5316	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5317		Bpred->Add(RcorrJZBem,1.0/3.);
5318		Bpred->Add(LcorrJZBem,-1.0/3.);
5319		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2410 | Line 5349 | void make_table(samplecollection &coll,
5349		//prediction part
5350		if(is_data) cout << "Data prediction & ";
5351		if(subselection!="none") cout << subselection << " prediction &";
5352	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
5352	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
5353
5354		cout << endl;
5355		//observation part
5356		if(is_data) cout << "Data observation & ";
5357		if(subselection!="none") cout << subselection << " observation &";
5358	<	for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
5358	>	for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
5359		cout << endl;
5360		cout << "_________________________________________________________________" << endl;
5361		delete cannie;
5362		}
5363
5364		void met_jzb_cut(string datajzb, string mcjzb, vector<float> jzb_cut) {
5365	+	cout << "You probably don't want --met, you want --metplots ... " << endl;
5366	+	assert(0);
5367		/*we want a table like this:
5368		__________________     50   |   100  | ...
5369		| Data prediction |  a vs b | a vs b | ...
#	Line 2451 | Line 5392 | void JZBSelEff(string mcjzb, TTree* even
5392		int nbins = sizeof(xbins)/sizeof(float)-1;
5393		int markers[] = { 20, 26, 21, 24, 22, 25, 28 };
5394
5395	<	TH1F* heff  = new TH1F("heff", "JZB eff ; generator-level JZB [GeV]; efficiency",nbins,xbins);
5396	<	TH1F* hgen  = new TH1F("hgen", "JZB gen ; generator-level JZB [GeV]; efficiency",nbins,xbins);
5397	<	TH1F* hreco = new TH1F("hreco","JZB reco ; generator-level JZB [GeV]; efficiency",nbins,xbins);
5395	>
5396	>	TH1F* heff  = new TH1F("heff", "JZB eff ; generator JZB [GeV]; efficiency",nbins,xbins);
5397	>	TH1F* hgen  = new TH1F("hgen", "JZB gen ; generator JZB [GeV]; efficiency",nbins,xbins);
5398	>	TH1F* hreco = new TH1F("hreco","JZB reco ; generator JZB [GeV]; efficiency",nbins,xbins);
5399
5400		TCut kgen(genMassCut&&"genZPt>0&&genNjets>2&&abs(genMID)==23"&&cutOSSF);
5401		TCut kreco(cutmass);
#	Line 2469 | Line 5411 | void JZBSelEff(string mcjzb, TTree* even
5411		TCanvas *can = new TCanvas("can","Canvas for JZB Efficiency",600,600);
5412		can->SetGridx(1);
5413		can->SetGridy(1);
5414	+	can->SetLeftMargin(0.16);
5415	+	can->SetRightMargin(0.05);
5416		TLegend *leg = make_legend("",0.6,0.2,false,0.89,0.5);
5417	+	leg->SetBorderSize(1);
5418	+	leg->SetLineColor(kBlack);
5419	+	leg->SetTextFont(62);
5420
5421	<
2475	<
2476	<	for ( int icut=0; icut<jzb_bins.size(); ++icut ) {
5421	>	for ( int icut=0; icut<(int)jzb_bins.size(); ++icut ) {
5422
5423		ostringstream selection;
5424		selection << mcjzb << ">" << jzb_bins[icut];
#	Line 2489 | Line 5434 | void JZBSelEff(string mcjzb, TTree* even
5434		}
5435
5436		heff->GetXaxis()->SetRangeUser(min, max);
5437	+	//    heff->GetXaxis()->SetLabelSize(0.05); // paper style. overruled.
5438	+	//    heff->GetYaxis()->SetLabelSize(0.05); // paper style. overruled.
5439	+	//    heff->GetXaxis()->SetTitleSize(0.06); // paper style. overruled.
5440	+	//    heff->GetYaxis()->SetTitleSize(0.06); // paper style. overruled.
5441		heff->SetMarkerStyle(markers[icut]);
5442		heff->Fit("func","Q+","same");
5443
#	Line 2500 | Line 5449 | void JZBSelEff(string mcjzb, TTree* even
5449
5450		// Store plot
5451		TH1F* h = (TH1F*)heff->Clone(hname);
5452	+	h->SetNdivisions(505,"X");
5453		if ( icut) h->Draw("same");
5454		else h->Draw();
5455		char htitle[256]; sprintf(htitle,"JZB > %3.0f GeV", jzb_bins[icut]);
#	Line 2520 | Line 5470 | void JZBSelEff(string mcjzb, TTree* even
5470		// Calls the above function for each signal sample
5471		void plot_jzb_sel_eff(string mcjzb, samplecollection &signalsamples, vector<float> bins )
5472		{
5473	<	for (int isignal=0; isignal<signalsamples.collection.size();isignal++) {
5473	>	for (int isignal=0; isignal<(int)signalsamples.collection.size();isignal++) {
5474		dout << "JZB selection efficiency curve: " << std::endl;
5475		JZBSelEff(mcjzb,(signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].samplename,bins); // Only for some selected samples
5476		}
#	Line 2563 | Line 5513 | void qcd_plots(string datajzb, string mc
5513		TH1F *RcorrJZBSBeemm;
5514		TH1F *LcorrJZBSBeemm;
5515
5516	<	TH1F *RcorrJZBeemmNoS;
5516	>	//  TH1F *RcorrJZBeemmNoS;
5517
5518		//these are for the ratio
5519		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 5526 | void qcd_plots(string datajzb, string mc
5526		TH1F *JRcorrJZBSBeemm;
5527		TH1F *JLcorrJZBSBeemm;
5528
5529	<	if(PlottingSetup::RestrictToMassPeak) {
5529	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5530		RcorrJZBSBem   = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
5531		LcorrJZBSBem   = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
5532		RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
#	Line 2597 | Line 5547 | void qcd_plots(string datajzb, string mc
5547
5548		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
5549		TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
5550	<	if(PlottingSetup::RestrictToMassPeak) {
5550	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5551		Bpred->Add(RcorrJZBem,1.0/3.);
5552		Bpred->Add(LcorrJZBem,-1.0/3.);
5553		Bpred->Add(RcorrJZBSBem,1.0/3.);
#	Line 2647 | Line 5597 | void qcd_plots(string datajzb, string mc
5597		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
5598		string ytitle("ratio");
5599		if ( use_data==1 ) ytitle = "data/pred";
5600	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,use_data!=1,ytitle);
5600	>	Save_With_Ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
5601	>	delete kinpad;
5602
5603		TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
5604		TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
#	Line 2667 | Line 5618 | void qcd_plots(string datajzb, string mc
5618		dout << "______________________________________________" << endl;
5619		dout << "How QCD shows up in the different regions: " << endl;
5620		dout << "OSSF: " << endl;
5621	<	if(PlottingSetup::RestrictToMassPeak) {
5621	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5622		dout << "     Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
5623		dout << "     sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
5624		} else {
5625		dout << "     " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
5626		}
5627		dout << "OSOF: " << endl;
5628	<	if(PlottingSetup::RestrictToMassPeak) {
5628	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5629		dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
5630		dout << "     sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
5631		} else {
5632		dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
5633		}
5634		dout << "Therefore: " << endl;
5635	<	if(PlottingSetup::RestrictToMassPeak) {
5635	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5636		dout << "    Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
5637		dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
5638		dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
#	Line 2694 | Line 5645 | void qcd_plots(string datajzb, string mc
5645		dout << "    Observation increases by : " << RcorrJZBeemm->Integral() << endl;
5646
5647		dout << endl;
5648	<	for(int i=0;i<bins.size();i++) {
5648	>	for(int i=0;i<(int)bins.size();i++) {
5649		dout << " JZB > " << bins[i] << " : " << endl;
5650		dout << "    Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
5651	<	if(PlottingSetup::RestrictToMassPeak) {
5651	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5652		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;
5653		} else {
5654		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 5662 | void qcd_plots(string datajzb, string mc
5662		if(LcorrJZBem) delete LcorrJZBem;
5663		if(RcorrJZBeemm) delete RcorrJZBeemm;
5664		if(LcorrJZBeemm) delete LcorrJZBeemm;
5665	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
5666	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
5667	<	if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
5668	<	if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
5665	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
5666	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
5667	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
5668	>	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
5669	>	}
5670	>
5671	>	void check_ptsanity() {
5672	>	TCanvas *ptsancan = new TCanvas("ptsancan","ptsancan",600,1800);
5673	>	TH1F *individualpt1histos[allsamples.collection.size()];
5674	>	TH1F *individualpt2histos[allsamples.collection.size()];
5675	>	TH1F *fpt1 = new TH1F("fpt1","fpt1",50,0,50);
5676	>	fpt1->GetYaxis()->SetRangeUser(0,1);
5677	>	fpt1->GetXaxis()->SetTitle("p_{T,1}");
5678	>	fpt1->GetXaxis()->CenterTitle();
5679	>
5680	>	TH1F *fpt2 = new TH1F("fpt2","fpt2",50,0,50);
5681	>	fpt2->GetXaxis()->SetTitle("p_{T,2}");
5682	>	fpt2->GetXaxis()->CenterTitle();
5683	>
5684	>	ptsancan->Divide(1,3);
5685	>	ptsancan->cd(1);
5686	>	float maxpt1entry=0;
5687	>	float maxpt2entry=0;
5688	>
5689	>	TLegend *leg = make_legend();
5690	>	leg->SetX1(0.0);
5691	>	leg->SetY1(0.0);
5692	>	leg->SetX2(1.0);
5693	>	leg->SetY2(1.0);
5694	>
5695	>
5696	>	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
5697	>	string nowname=(allsamples.collection)[isample].filename;
5698	>	cout << "Drawing: " << nowname << " (sample " << isample+1 << " / " << allsamples.collection.size() << ")" << endl;
5699	>	individualpt1histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt1",50,0,50, "p_{T,1}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
5700	>	individualpt2histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt2",50,0,50, "p_{T,2}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
5701	>	individualpt1histos[isample]->SetLineColor(isample+1);
5702	>	individualpt2histos[isample]->SetLineColor(isample+1);
5703	>	float currmaxpt1entry=individualpt1histos[isample]->GetMaximum()/individualpt1histos[isample]->Integral();
5704	>	float currmaxpt2entry=individualpt2histos[isample]->GetMaximum()/individualpt2histos[isample]->Integral();
5705	>	cout << "      pt 1 histo contains; " << individualpt1histos[isample]->Integral() << endl;
5706	>	cout << "      pt 2 histo contains; " << individualpt2histos[isample]->Integral() << endl;
5707	>	if(currmaxpt1entry>maxpt1entry)maxpt1entry=currmaxpt1entry;
5708	>	if(currmaxpt2entry>maxpt2entry)maxpt2entry=currmaxpt2entry;
5709	>	leg->AddEntry(individualpt2histos[isample],((allsamples.collection)[isample].filename).c_str(),"f");
5710	>	}
5711	>
5712	>	fpt1->GetYaxis()->SetRangeUser(0,maxpt1entry);
5713	>	fpt2->GetYaxis()->SetRangeUser(0,maxpt2entry);
5714	>
5715	>	ptsancan->cd(1);
5716	>	fpt1->Draw();
5717	>	ptsancan->cd(2);
5718	>	fpt2->Draw();
5719	>
5720	>	for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
5721	>	ptsancan->cd(1);
5722	>	individualpt1histos[isample]->DrawNormalized("same,histo");
5723	>	ptsancan->cd(2);
5724	>	individualpt2histos[isample]->DrawNormalized("same,histo");
5725	>	}
5726	>	ptsancan->cd(3);
5727	>	leg->Draw();
5728	>	CompleteSave(ptsancan,"PtSanityCheck");
5729	>
5730	>	delete ptsancan;
5731	>	}
5732	>
5733	>	void do_mlls_plot(string mcjzb) {
5734	>	cout << "At this point we'd plot the mll distribution" << endl;
5735	>	TCanvas *sigcan = new TCanvas("sigcan","sigcan");
5736	>	for(int isig=0;isig<(int)(signalsamples.collection).size();isig++) {
5737	>	if(!(signalsamples.collection)[isig].events) continue;
5738	>	string nowname=(signalsamples.collection)[isig].filename;
5739	>	TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets,mc,luminosity,signalsamples.FindSample(nowname));
5740	>	//    TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events","",mc,luminosity,signalsamples.FindSample(nowname));
5741	>	mll->SetLineColor(TColor::GetColor("#04B404"));
5742	>	stringstream poscutS;
5743	>	poscutS << "((" << mcjzb <<")>50)";
5744	>	TCut poscut(poscutS.str().c_str());
5745	>	TH1F *mllP = signalsamples.Draw("mllhistoP","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets&&poscut,mc,luminosity,signalsamples.FindSample(nowname));
5746	>	mllP->SetLineColor(TColor::GetColor("#0040FF"));
5747	>	mll->Draw("histo");
5748	>	mllP->Draw("histo,same");
5749	>	TLegend *leg = make_legend();
5750	>	leg->SetY1(0.8);
5751	>	leg->AddEntry(mll,(signalsamples.collection)[isig].samplename.c_str(),"L");
5752	>	leg->AddEntry(mllP,((signalsamples.collection)[isig].samplename+", JZB>50").c_str(),"L");
5753	>	leg->Draw();
5754	>	TLine *lin = new TLine(71.2,0,71.2,mll->GetMaximum());
5755	>	TLine *lin2 = new TLine(111.2,0,111.2,mll->GetMaximum());
5756	>	lin->Draw("same");
5757	>	lin2->Draw("same");
5758	>
5759	>	CompleteSave(sigcan,"MllShape/"+(signalsamples.collection)[isig].samplename);
5760	>	delete mll;
5761	>	delete mllP;
5762	>	}
5763	>	}
5764	>
5765	>	void met_vs_jzb_plots(string datajzb, string mcjzb) {
5766	>
5767	>	TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
5768	>	canmetjzb->SetRightMargin(0.16);
5769	>
5770	>	vector<string> findme;
5771	>	findme.push_back("DY");
5772	>	findme.push_back("TT_");
5773	>	findme.push_back("LM");
5774	>	/*
5775	>	for(int ifind=0;ifind<(int)findme.size();ifind++) {
5776	>	vector<int> selsamples = allsamples.FindSample(findme[ifind]);
5777	>	TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
5778	>	for(int isel=0;isel<(int)selsamples.size();isel++) {
5779	>	dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
5780	>	allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
5781	>	}
5782	>	metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
5783	>	metvsjzb->SetStats(0);
5784	>	metvsjzb->GetXaxis()->SetTitle("MET (GeV)");
5785	>	metvsjzb->GetYaxis()->SetTitle("JZB (GeV)");
5786	>	metvsjzb->GetXaxis()->CenterTitle();
5787	>	metvsjzb->GetYaxis()->CenterTitle();
5788	>	metvsjzb->Draw("COLZ");
5789	>	TText* title = write_text(0.5,0.95,allsamples.collection[selsamples[0]].samplename);
5790	>	title->SetTextAlign(12);
5791	>	title->Draw();
5792	>	CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
5793	>	}
5794	>	*/
5795	>
5796	>	dout << "About to produce MET plot for DY split up by JZB" << endl;
5797	>
5798	>	int nbins=14;
5799	>	float low=0;
5800	>	float high=140;
5801	>
5802	>	stringstream sLEFT;
5803	>	sLEFT << "((" << mcjzb << ")<0)";
5804	>	TCut LEFT(sLEFT.str().c_str());
5805	>	stringstream sRIGHT;
5806	>	sRIGHT << "((" << mcjzb << ")>0)";
5807	>	TCut RIGHT(sRIGHT.str().c_str());
5808	>
5809	>	TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5810	>	TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5811	>	TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5812	>	TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5813	>
5814	>
5815	>	TH1F *Bpred =  (TH1F*)metleft->Clone("Bpred");
5816	>	Bpred->Add(metleftO,-1);
5817	>	Bpred->Add(metrightO);
5818	>	TH1F *obs = (TH1F*)metright->Clone("obs");
5819	>
5820	>	metleft->Add(metleftO,-1);
5821	>	metright->Add(metrightO,-1);
5822	>
5823	>	metleft->SetLineColor(kRed);
5824	>	metright->SetLineColor(kBlack);
5825	>	TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
5826	>	metpad->cd();
5827	>	metpad->SetLogy(1);
5828	>	metleft->Draw("histo");
5829	>	metright->Draw("same");
5830	>	TLegend *lg = make_legend();
5831	>	lg->SetX1(0.5);
5832	>	lg->SetY1(0.7);
5833	>	lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
5834	>	lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
5835	>	lg->SetHeader("DY");
5836	>
5837	>	lg->Draw();
5838	>	Save_With_Ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
5839	>
5840	>	TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
5841	>	metpad3->cd();
5842	>	metpad3->SetLogy(1);
5843	>	Bpred->SetLineColor(kRed);
5844	>	Bpred->Draw("histo");
5845	>	obs->SetLineColor(kBlack);
5846	>	obs->Draw("same");
5847	>	TLegend *lg2 = make_legend();
5848	>	lg2->SetX1(0.5);
5849	>	lg2->SetY1(0.7);
5850	>	lg2->AddEntry(obs,"observed","P");
5851	>	lg2->AddEntry(Bpred,"predicted","L");
5852	>	lg2->SetHeader("DY");
5853	>
5854	>	lg2->Draw();
5855	>
5856	>	Save_With_Ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
5857	>
5858	>	TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
5859	>	metpad2->cd();
5860	>	metpad2->SetLogy(1);
5861	>
5862	>	TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5863	>	TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5864	>	TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5865	>	TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5866	>
5867	>	metlefta->Add(metleftOa,-1);
5868	>	metrighta->Add(metrightOa,-1);
5869	>
5870	>	metlefta->SetLineColor(kRed);
5871	>	metpad2->cd();
5872	>	metlefta->Draw("histo");
5873	>	metrighta->Draw("same");
5874	>	lg->Draw();
5875	>	Save_With_Ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
5876	>
5877	>	delete Bpred;
5878	>	delete obs;
5879	>
5880	>	float newhigh=300;
5881	>	int newNBins=30;
5882	>
5883	>	TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
5884	>	TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
5885	>	TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
5886	>	TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
5887	>	TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
5888	>
5889	>	TH1F *aBpred = (TH1F*)Ametleft->Clone("aBpred");
5890	>	aBpred->Add(AmetleftO,-1);
5891	>	aBpred->Add(AmetrightO);
5892	>	aBpred->SetLineColor(kRed);
5893	>
5894	>	TH1F *aobs = (TH1F*)Ametright->Clone("aobs");
5895	>	metpad4->cd();
5896	>	metpad4->SetLogy(1);
5897	>	aobs->Draw();
5898	>	aBpred->Draw("histo,same");
5899	>	aobs->Draw("same");
5900	>	lg->SetHeader("All MC");
5901	>	lg->Draw();
5902	>	Save_With_Ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
5903	>
5904	>
5905	>	delete lg;
5906	>	delete canmetjzb;
5907	>	delete metleft;
5908	>	delete metleftO;
5909	>	delete metright;
5910	>	delete metrightO;
5911	>	}
5912	>
5913	>
5914	>	void do_one_ttbar_test(TH1F* &observed, TH1F* &predicted, TH1F* &ratio, TH1F* &ratio2, string mcjzb, string prestring) {
5915	>
5916	>	if(PlottingSetup::RestrictToMassPeak) {
5917	>	write_error(__FUNCTION__,"This function (ttbar_tests) was not written for on-peak studies - sorry.");
5918	>	assert(!PlottingSetup::RestrictToMassPeak);
5919	>	}
5920	>
5921	>	vector<float> binning;
5922	>
5923	>	binning.push_back(-200);
5924	>	binning.push_back(-150);
5925	>	binning.push_back(-125);
5926	>	binning.push_back(-100);
5927	>	binning.push_back(-75);
5928	>	binning.push_back(-50);
5929	>	binning.push_back(-25);
5930	>	binning.push_back(0);
5931	>	binning.push_back(25);
5932	>	binning.push_back(50);
5933	>	binning.push_back(75);
5934	>	binning.push_back(100);
5935	>	binning.push_back(125);
5936	>	binning.push_back(150);
5937	>	binning.push_back(200);
5938	>
5939	>	switch_overunderflow(true);
5940	>
5941	>	TH1F *TZem  = allsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5942	>	TH1F *nTZem = allsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5943	>	TH1F *TZeemm  = allsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5944	>	TH1F *nTZeemm = allsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5945	>
5946	>	TCanvas *tcan = new TCanvas("tcan","tcan");
5947	>	tcan->SetLogy(1);
5948	>
5949	>	TZeemm->SetLineColor(kBlack);
5950	>	TZem->SetLineColor(kRed);
5951	>	TZeemm->SetMarkerColor(kBlack);
5952	>	TZem->SetMarkerColor(kRed);
5953	>
5954	>	vector<TH1F*> histos;
5955	>	//  TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
5956	>	//  TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
5957	>	histos.push_back(TZem);
5958	>	histos.push_back(TZeemm);
5959	>	draw_all_ttbar_histos(tcan,histos,"histo",8);
5960	>
5961	>	TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
5962	>	leg->AddEntry(TZeemm,"SFZP","l");
5963	>	leg->AddEntry(TZem,"OFZP","l");
5964	>	leg->Draw("same");
5965	>	DrawMCPrelim();
5966	>	CompleteSave(tcan,"Systematics/TtbarTests/"+prestring+"/ttbar_shape_comparison");
5967	>
5968	>	TH1F *TZemcopy = (TH1F*)TZem->Clone("TZemcopy");
5969	>	TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
5970	>	TH1F *TSeemmcopy;
5971	>	TH1F *TSemcopy;
5972	>
5973	>	predicted=(TH1F*)TZem->Clone(((string)"predicted_"+prestring).c_str());
5974	>	observed=(TH1F*)TZeemm->Clone(((string)"observed_"+prestring).c_str());
5975	>
5976	>	vector<float> posbinning;
5977	>	for(unsigned int i=0;i<binning.size();i++) {
5978	>	if(binning[i]<0) continue;
5979	>	posbinning.push_back(binning[i]);
5980	>	}
5981	>
5982	>	TH1F *pred2 = new TH1F("pred2","pred2",posbinning.size()-1,&posbinning[0]);pred2->Sumw2();
5983	>	TH1F *obs2 = new TH1F("obs2","obs2",posbinning.size()-1,&posbinning[0]);obs2->Sumw2();
5984	>
5985	>	for(unsigned int i=1;i<=predicted->GetNbinsX();i++) {
5986	>	int index=pred2->FindBin(abs(TZem->GetBinCenter(i)));
5987	>	if(TZem->GetBinCenter(i)<0) {
5988	>	//we're on the left: subtract em!
5989	>	pred2->SetBinContent(index,pred2->GetBinContent(index)-TZem->GetBinContent(i));
5990	>	pred2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZem->GetBinError(i),2)));
5991	>	//we're on the left: add eemm!
5992	>	pred2->SetBinContent(index,pred2->GetBinContent(index)+TZeemm->GetBinContent(i));
5993	>	pred2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZeemm->GetBinError(i),2)));
5994	>	} else {
5995	>	//we're on the right: add em!
5996	>	pred2->SetBinContent(index,pred2->GetBinContent(index)+TZem->GetBinContent(i));
5997	>	pred2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZem->GetBinError(i),2)));
5998	>	//we're on the left: add eemm!
5999	>	obs2->SetBinContent(index,obs2->GetBinContent(index)+TZeemm->GetBinContent(i));
6000	>	obs2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZeemm->GetBinError(i),2)));
6001	>	}
6002	>	}
6003	>
6004	>	ratio2 = (TH1F*)pred2->Clone(((string)"ratio2_"+prestring).c_str());
6005	>	ratio2->Divide(obs2);
6006	>
6007	>	TZem->Divide(TZeemm);
6008	>	TZem->SetMarkerStyle(21);
6009	>
6010	>	TZem->SetTitle("OF / SF");
6011	>	ratio = (TH1F*)TZem->Clone(((string)"ratio_"+prestring).c_str());
6012	>
6013	>	tcan->SetLogy(0);
6014	>	TZem->GetYaxis()->SetRangeUser(0,2.5);
6015	>	TZem->GetYaxis()->SetTitle("ratio");
6016	>	TZem->Draw();
6017	>
6018	>	float linepos=emuncertOFFPEAK;
6019	>
6020	>	TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
6021	>	TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
6022	>	TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
6023	>
6024	>	top->SetLineColor(kBlue);top->SetLineStyle(2);
6025	>	bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
6026	>	center->SetLineColor(kBlue);
6027	>
6028	>	top->Draw("same");
6029	>	center->Draw("same");
6030	>	bottom->Draw("same");
6031	>
6032	>	TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
6033	>	leg2->AddEntry(TZem,"OFZP / SFZP","ple");
6034	>	leg2->AddEntry(bottom,"syst. envelope","l");
6035	>	leg2->SetX1(0.25);leg2->SetX2(0.6);
6036	>	leg2->SetY1(0.65);
6037	>
6038	>	leg2->Draw("same");
6039	>
6040	>	DrawMCPrelim();
6041	>	CompleteSave(tcan,"Systematics/TtbarTests/"+prestring+"/ttbar_shape_comparison_ratio");
6042	>
6043	>	ratio2->SetLineColor(TZem->GetLineColor());
6044	>	ratio2->SetMarkerColor(TZem->GetMarkerColor());
6045	>	ratio2->GetYaxis()->SetRangeUser(0,2.5);
6046	>	ratio2->GetYaxis()->SetTitle("ratio");
6047	>	ratio2->Draw();
6048	>
6049	>	TLine *top2 = new TLine(0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
6050	>	TLine *center2 = new TLine(0,1.0,binning[binning.size()-1],1.0);
6051	>	TLine *bottom2 = new TLine(0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
6052	>
6053	>	top2->SetLineColor(kBlue);top->SetLineStyle(2);
6054	>	bottom2->SetLineColor(kBlue);bottom->SetLineStyle(2);
6055	>	center2->SetLineColor(kBlue);
6056	>
6057	>	top2->Draw("same");
6058	>	center2->Draw("same");
6059	>	bottom2->Draw("same");
6060	>
6061	>	leg2->Draw("same");
6062	>
6063	>	DrawMCPrelim();
6064	>	CompleteSave(tcan,"Systematics/TtbarTests/"+prestring+"/ttbar_shape_comparison_FINALratio");
6065	>
6066	>	delete TZem;
6067	>	delete nTZem;
6068	>	delete TZeemm;
6069	>	delete nTZeemm;
6070	>	delete obs2;
6071	>	delete pred2;
6072	>	delete tcan;
6073	>	switch_overunderflow(false);
6074	>	}
6075	>
6076	>	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) {
6077	>
6078	>
6079	>	TCanvas *ttcan2 = new TCanvas("ttcan2","ttcan2");
6080	>	vanilla_ratio->GetYaxis()->SetRangeUser(0.5,1.5);
6081	>	vanilla_ratio->SetFillColor(kGreen);
6082	>	vanilla_ratio->SetLineColor(kGreen);
6083	>	vanilla_ratio->SetMarkerColor(kGreen);
6084	>	vanilla_ratio->SetFillStyle(3001);
6085	>	vanilla_ratio->Draw("e3");
6086	>
6087	>	response_only_up_ratio->SetFillColor(kRed);
6088	>	response_only_up_ratio->SetMarkerColor(kRed);
6089	>	response_only_up_ratio->SetLineColor(kRed);
6090	>	response_only_up_ratio->SetFillStyle(3003);
6091	>	response_only_up_ratio->Draw("e3,same");
6092	>
6093	>	response_only_down_ratio->SetFillColor(kOrange);
6094	>	response_only_down_ratio->SetMarkerColor(kOrange);
6095	>	response_only_down_ratio->SetLineColor(kOrange);
6096	>	response_only_down_ratio->SetFillStyle(3004);
6097	>	response_only_down_ratio->Draw("e3,same");
6098	>
6099	>	reponse_plus_peak_up_ratio->SetFillColor(TColor::GetColor("#BDBDBD"));
6100	>	reponse_plus_peak_up_ratio->SetMarkerColor(TColor::GetColor("#BDBDBD"));
6101	>	reponse_plus_peak_up_ratio->SetLineColor(TColor::GetColor("#BDBDBD"));
6102	>	reponse_plus_peak_up_ratio->SetFillStyle(3005);
6103	>	reponse_plus_peak_up_ratio->Draw("e3,same");
6104	>
6105	>	reponse_plus_peak_down_ratio->SetFillColor(kBlue);
6106	>	reponse_plus_peak_down_ratio->SetMarkerColor(kBlue);
6107	>	reponse_plus_peak_down_ratio->SetLineColor(kBlue);
6108	>	reponse_plus_peak_down_ratio->SetFillStyle(3006);
6109	>	reponse_plus_peak_down_ratio->Draw("e3,same");
6110	>
6111	>	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);
6112	>	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);
6113	>	TLine *lOne = new TLine(vanilla_ratio->GetBinLowEdge(1),1.0,vanilla_ratio->GetBinLowEdge(vanilla_ratio->GetNbinsX())+vanilla_ratio->GetBinWidth(vanilla_ratio->GetNbinsX()),1.0);
6114	>
6115	>	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);
6116	>	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);
6117	>
6118	>	lhiA->SetLineColor(kRed);
6119	>	lhiA->SetLineStyle(2);
6120	>	llowA->SetLineColor(kRed);
6121	>	llowA->SetLineStyle(2);
6122	>
6123	>	llow->SetLineColor(kBlue);
6124	>	llow->SetLineStyle(2);
6125	>	lhi->SetLineColor(kBlue);
6126	>	lhi->SetLineStyle(2);
6127	>	lOne->SetLineColor(kBlue);
6128	>
6129	>	llow->Draw();
6130	>	lhi->Draw();
6131	>	lOne->Draw();
6132	>
6133	>	llowA->Draw();
6134	>	lhiA->Draw();
6135	>
6136	>	TLegend *leg = make_legend();
6137	>	leg->SetX1(0.15);
6138	>	leg->SetY1(0.7);
6139	>	leg->AddEntry(vanilla_ratio,"Raw JZB","pf");
6140	>	leg->AddEntry(response_only_up_ratio,"With response correction","pf");
6141	>	leg->AddEntry(response_only_down_ratio,"With inverted response correction","pf");
6142	>	leg->AddEntry(reponse_plus_peak_up_ratio,"With response and peak correction","pf");
6143	>	leg->AddEntry(reponse_plus_peak_down_ratio,"With response and inverted peak corr.","pf");
6144	>	leg->AddEntry(lhi,"Systematic envelope","l");
6145	>	//  leg->SetNColumns(2);
6146	>	leg->Draw();
6147	>
6148	>	CompleteSave(ttcan2,"Systematics/TtbarTests/Comparison"+PostString);
6149	>
6150	>	vanilla_ratio->GetYaxis()->SetRangeUser(0.6,1.4);
6151	>	vanilla_ratio->Draw("e3");
6152	>	response_only_up_ratio->Draw("e3 same");
6153	>	response_only_down_ratio->Draw("e3 same");
6154	>	TLegend *leg2 = make_legend();
6155	>	leg2->SetX1(0.15);
6156	>	leg2->SetY1(0.7);
6157	>	leg2->AddEntry(vanilla_ratio,"Raw JZB","pf");
6158	>	leg2->AddEntry(response_only_up_ratio,"With response correction","pf");
6159	>	leg2->AddEntry(response_only_down_ratio,"With inverted response correction","pf");
6160	>	leg2->AddEntry(lhi,"Systematic envelope","l");
6161	>	leg2->Draw();
6162	>	llow->Draw();
6163	>	lOne->Draw();
6164	>	llowA->Draw();
6165	>	lhiA->Draw();
6166	>
6167	>	CompleteSave(ttcan2,"Systematics/TtbarTests/Comparison_Response"+PostString);
6168	>
6169	>	response_only_up_ratio->GetYaxis()->SetRangeUser(0.6,1.4);
6170	>	response_only_up_ratio->Draw("e3");
6171	>	reponse_plus_peak_up_ratio->Draw("e3 same");
6172	>	reponse_plus_peak_down_ratio->Draw("e3 same");
6173	>	TLegend *leg3 = make_legend();
6174	>	leg3->SetX1(0.15);
6175	>	leg3->SetY1(0.7);
6176	>	leg3->AddEntry(response_only_up_ratio,"With response correction","pf");
6177	>	leg3->AddEntry(reponse_plus_peak_up_ratio,"With response and peak correction","pf");
6178	>	leg3->AddEntry(reponse_plus_peak_down_ratio,"With response and inverted peak corr.","pf");
6179	>	leg3->AddEntry(lhi,"Systematic envelope","l");
6180	>	leg3->Draw();
6181	>	llow->Draw();
6182	>	lOne->Draw();
6183	>	llowA->Draw();
6184	>	lhiA->Draw();
6185	>
6186	>	CompleteSave(ttcan2,"Systematics/TtbarTests/Comparison_Peak"+PostString);
6187	>
6188	>	delete ttcan2;
6189	>	}
6190	>
6191	>	void ttbar_correction_tests() {
6192	>	TCanvas *ttcan = new TCanvas("ttcan","ttcan");
6193	>
6194	>	TH1F *vanilla_observed, *response_only_up_observed, *response_only_down_observed, *reponse_plus_peak_up_observed, *reponse_plus_peak_down_observed;
6195	>
6196	>	TH1F *vanilla_predicted, *response_only_up_predicted, *response_only_down_predicted, *reponse_plus_peak_up_predicted, *reponse_plus_peak_down_predicted;
6197	>
6198	>	TH1F *vanilla_ratio, *response_only_up_ratio, *response_only_down_ratio, *reponse_plus_peak_up_ratio, *reponse_plus_peak_down_ratio;
6199	>
6200	>	TH1F *vanilla_ratio2, *response_only_up_ratio2, *response_only_down_ratio2, *reponse_plus_peak_up_ratio2, *reponse_plus_peak_down_ratio2;
6201	>
6202	>	string vanilla="jzb[1]";
6203	>	string response_only_up="((jzb[1]+0.034665*pt))";
6204	>	string response_only_down="((jzb[1]-0.034665*pt))";
6205	>	string reponse_plus_peak_up="((jzb[1]+0.034665*pt)- 3.58273 )";
6206	>	string reponse_plus_peak_down="((jzb[1]+0.034665*pt)+ 3.58273 )";
6207	>
6208	>	do_one_ttbar_test(vanilla_observed,vanilla_predicted,vanilla_ratio,vanilla_ratio2,vanilla,"vanilla");
6209	>	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");
6210	>	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");
6211	>	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");
6212	>	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");
6213	>
6214	>	ttcan->cd();
6215	>
6216	>	IllustrateVariation(vanilla_ratio,response_only_up_ratio,response_only_down_ratio,reponse_plus_peak_up_ratio,reponse_plus_peak_down_ratio,"PartialRatio");
6217	>	IllustrateVariation(vanilla_ratio2,response_only_up_ratio2,response_only_down_ratio2,reponse_plus_peak_up_ratio2,reponse_plus_peak_down_ratio2,"FullRatio");
6218	>
6219	>	delete vanilla_observed;
6220	>	delete response_only_up_observed;
6221	>	delete response_only_down_observed;
6222	>	delete reponse_plus_peak_up_observed;
6223	>	delete reponse_plus_peak_down_observed;
6224	>
6225	>	delete vanilla_predicted;
6226	>	delete response_only_up_predicted;
6227	>	delete response_only_down_predicted;
6228	>	delete reponse_plus_peak_up_predicted;
6229	>	delete reponse_plus_peak_down_predicted;
6230	>
6231	>	delete vanilla_ratio;
6232	>	delete response_only_up_ratio;
6233	>	delete response_only_down_ratio;
6234	>	delete reponse_plus_peak_up_ratio;
6235	>	delete reponse_plus_peak_down_ratio;
6236	>
6237	>	delete ttcan;
6238	>	}
6239	>
6240	>	void ttbar_region_search(string mcjzb) {
6241	>	cout << "Looking for a nice control region" << endl;
6242	>	TCanvas *can = new TCanvas("can","can",1200,1200);
6243	>	can->Divide(2,2);
6244	>	can->cd(1);
6245	>	can->cd(1)->SetLogy(1);
6246	>
6247	>	THStack JZBdistSF = allsamples.DrawStack("JZBdistSF",mcjzb,100,-150,150, "JZB [GeV]", "events", cutmass&&cutOSSF&&TCut("pfJetGoodNum40==2"),mc, luminosity);
6248	>	THStack JZBdistOF = allsamples.DrawStack("JZBdistOF",mcjzb,100,-150,150, "JZB [GeV]", "events", cutmass&&cutOSOF&&TCut("pfJetGoodNum40==2"),mc, luminosity);
6249	>
6250	>	JZBdistSF.Draw("histo");
6251	>	JZBdistSF.SetMaximum(1000);
6252	>	JZBdistSF.SetMinimum(0.1);
6253	>	JZBdistSF.Draw("histo");
6254	>	DrawMCPrelim();
6255	>
6256	>	can->cd(2);
6257	>	can->cd(2)->SetLogy(1);
6258	>	JZBdistOF.Draw("histo");
6259	>	JZBdistOF.SetMaximum(1000);
6260	>	JZBdistOF.SetMinimum(0.1);
6261	>	JZBdistOF.Draw("histo");
6262	>	DrawMCPrelim();
6263	>
6264	>	can->cd(3);
6265	>
6266	>
6267	>	write_warning(__FUNCTION__,"Missing negative JZB subtraction  ");
6268	>
6269	>	DrawMCPrelim();
6270	>
6271	>	/*
6272	>	THStack *Subtracted = new THStack();
6273	>
6274	>	TIter nextSF(JZBdistSF.GetHists());
6275	>	TIter nextOF(JZBdistOF.GetHists());
6276	>	TObject* SFobj;
6277	>	TObject* OFobj;
6278	>
6279	>	TH1* sfh = NULL;
6280	>	TH1* ofh = NULL;
6281	>
6282	>	while ( (SFobj = nextSF()) && (OFobj = nextOF()) ) {
6283	>	TH1F *sfstart = (TH1*)SFobj->Clone();
6284	>	TH1F *ofstart = (TH1*)OFobj->Clone();
6285	>	TH1F *obs, *pred;
6286	>	MakeObservationPrediction(obs,pred,sfstart,ofstart);
6287	>
6288	>	if ( !hratio ) {
6289	>	hratio = (TH1*)obj->Clone();
6290	>	hratio->SetName("hratio");
6291	>	} else hratio->Add( (TH1*)obj );
6292	>
6293	>	}
6294	>	hratio->Divide(hdata);
6295	>	*/
6296	>
6297	>
6298	>	can->cd(4);
6299	>	JZBdistOF.Draw("histo");
6300	>	DrawMCPrelim();
6301	>
6302	>
6303	>
6304	>	CompleteSave(can,"Systematics/TtbarTests/ControlRegion");
6305	>
6306	>	CleanLegends();
6307	>	delete can;
6308	>	}
6309	>
6310	>	void ttbar_tests(string mcjzb) {
6311	>	//ttbar_correction_tests();
6312	>	ttbar_region_search(mcjzb);
6313	>	}
6314	>
6315	>	Value GetYieldBetween(TH1F *h, float low, float high) {
6316	>	float Yield=0;
6317	>	float YieldErr=0;
6318	>	for(int i=1;i<=h->GetNbinsX()+1;i++) {
6319	>	if(h->GetBinLowEdge(i)+h->GetBinWidth(i)<=low) continue;// considered in the next bin
6320	>	if(h->GetBinLowEdge(i)>=high) continue;//above the threshold, out!
6321	>	Yield+=h->GetBinContent(i);
6322	>	YieldErr=sqrt(YieldErr*YieldErr+h->GetBinError(i)*h->GetBinError(i));
6323	>	}
6324	>
6325	>	Value a(Yield,YieldErr);
6326	>	return a;
6327	>	}
6328	>
6329	>
6330	>	void make_SF_over_OF_plot(string datajzb, string mcjzb, TCut cut, string variable, int nbins, float xmin, float ymin, string varname, string filename) {
6331	>	TCanvas *SFoOF_can = new TCanvas("SFoOF_can","SFoOF_can");
6332	>	TH1F *data_sf = allsamples.Draw("data_sf","mll",20,0,200, "m_{ll} [GeV]", "events", cut&&cutOSSF,data,luminosity);
6333	>	TH1F *data_of = allsamples.Draw("data_of","mll",20,0,200, "m_{ll} [GeV]", "events", cut&&cutOSOF,data,luminosity);
6334	>
6335	>	TH1F *mc_sf = allsamples.Draw("mc_sf","mll",20,0,200, "m_{ll} [GeV]", "events", cut&&cutOSSF,mc,luminosity);
6336	>	TH1F *mc_of = allsamples.Draw("mc_of","mll",20,0,200, "m_{ll} [GeV]", "events", cut&&cutOSOF,mc,luminosity);
6337	>
6338	>	TH1F *mc_ratio = (TH1F*)mc_sf->Clone("mc_ratio");
6339	>	mc_ratio->Divide(mc_of);
6340	>
6341	>	TH1F *data_ratio = (TH1F*)data_sf->Clone("data_ratio");
6342	>	data_ratio->Divide(data_of);
6343	>
6344	>	mc_ratio->SetFillColor(TColor::GetColor("#00ADE1"));
6345	>	mc_ratio->SetMarkerColor(TColor::GetColor("#00ADE1"));
6346	>	mc_ratio->GetYaxis()->SetRangeUser(0.5,1.5);
6347	>
6348	>	mc_ratio->GetYaxis()->SetTitle("R(SF / OF)");
6349	>
6350	>
6351	>	Value R_sf_of_low_mass = GetYieldBetween(data_sf,20,70)/GetYieldBetween(data_of,20,70);
6352	>	Value R_sf_of_high_mass = GetYieldBetween(data_sf,120,200)/GetYieldBetween(data_of,120,200);
6353	>
6354	>	Value R_sf_of_low_mass_mc = GetYieldBetween(mc_sf,20,70)/GetYieldBetween(mc_of,20,70);
6355	>	Value R_sf_of_high_mass_mc = GetYieldBetween(mc_sf,120,200)/GetYieldBetween(mc_of,120,200);
6356	>
6357	>	dout << "Ratio at low mass  : " << R_sf_of_low_mass  << " (mc : " << R_sf_of_low_mass_mc << " )" << endl;
6358	>	dout << "Ratio at high mass : " << R_sf_of_high_mass << " (mc : " << R_sf_of_high_mass_mc << " )" << endl;
6359	>
6360	>	TGraphAsymmErrors *gra = produce_ratio_graph(mc_ratio);
6361	>	gra->Draw();
6362	>	mc_ratio->Draw();
6363	>	gra->Draw("e20");
6364	>	gra->SetFillColor(TColor::GetColor("#00ADE1"));
6365	>	gra->SetMarkerColor(TColor::GetColor("#00ADE1"));
6366	>	data_ratio->Draw("e1,same");
6367	>
6368	>	TLegend *leg = new TLegend(0.17,0.16,0.53,0.31);
6369	>	//   leg->SetHeader("R( SF / OF )");
6370	>	leg->SetFillColor(kWhite);
6371	>	leg->SetBorderSize(0);
6372	>	leg->AddEntry(data_ratio,"Data","p");
6373	>	leg->AddEntry(gra,"MC","fp");
6374	>	leg->Draw();
6375	>
6376	>	TLine *g = new TLine(0,1.01,200,1.01);
6377	>	g->SetLineColor(kBlue);
6378	>	g->Draw();
6379	>
6380	>	TLine *l = new TLine(70,0.5,70,1.5);
6381	>	l->SetLineStyle(2);
6382	>	l->SetLineColor(TColor::GetColor("#00ADE1"));
6383	>	TLine *m = new TLine(120,0.5,120,1.5);
6384	>	m->SetLineStyle(2);
6385	>	m->SetLineColor(TColor::GetColor("#00ADE1"));
6386	>	l->Draw();
6387	>	m->Draw();
6388	>
6389	>
6390	>	DrawPrelim();
6391	>
6392	>	CompleteSave(SFoOF_can,"iTTbar/"+filename+"SF_vs_OF");
6393	>
6394	>	delete leg;
6395	>	delete mc_sf;
6396	>	delete mc_of;
6397	>	delete mc_ratio;
6398	>	delete data_sf;
6399	>	delete data_of;
6400	>	delete data_ratio;
6401	>	delete SFoOF_can;
6402	>	}
6403	>
6404	>	void make_iTTbar_JZB_plot(string datajzb, string mcjzb, TCut cut) {
6405	>	TCanvas *can = new TCanvas("can","can");
6406	>	vector<float> binning;
6407	>	binning.push_back(-100);
6408	>	binning.push_back(-50);
6409	>	binning.push_back(-20);
6410	>	binning.push_back(0);
6411	>	//  binning.push_back(10);
6412	>	binning.push_back(20);
6413	>	//  binning.push_back(30);
6414	>	binning.push_back(50);
6415	>	binning.push_back(100);
6416	>	binning.push_back(300);
6417	>
6418	>	TH1F *hdata   = allsamples.Draw("hdata",  datajzb,    binning, "JZB [GeV]", "events", cut&&cutOSSF,data,luminosity);
6419	>	TH1F *hodata  = allsamples.Draw("hodata", datajzb,    binning, "JZB [GeV]", "events", cut&&cutOSOF,data,luminosity);
6420	>	TH1F *hndata  = allsamples.Draw("hndata", "-"+datajzb,binning, "JZB [GeV]", "events", cut&&cutOSSF,data,luminosity);
6421	>	TH1F *hnodata = allsamples.Draw("hnodata","-"+datajzb,binning, "JZB [GeV]", "events", cut&&cutOSOF,data,luminosity);
6422	>
6423	>	TH1F *hmc   = allsamples.Draw("hmc",  datajzb,    binning, "JZB [GeV]", "events", cut&&cutOSSF,mc,luminosity);
6424	>	TH1F *homc  = allsamples.Draw("homc", datajzb,    binning, "JZB [GeV]", "events", cut&&cutOSOF,mc,luminosity);
6425	>
6426	>	hodata->SetLineColor(kRed);
6427	>	hmc->SetLineColor(kRed);
6428	>	//  hodata->Add(hndata);
6429	>	//  hodata->Add(hnodata,-1);
6430	>
6431	>	if(hdata->GetMaximum()>hodata->GetMaximum()) {
6432	>	hdata->SetMinimum(1.0);
6433	>	hdata->Draw();
6434	>	hodata->Draw("histo,same");
6435	>	hdata->Draw("same");
6436	>	} else {
6437	>	hodata->SetMinimum(1.0);
6438	>	hodata->Draw("histo");
6439	>	hdata->Draw("same");
6440	>	}
6441	>
6442	>	CompleteSave(can,"iTTbar/JZB_plot");
6443	>	TH1F *ratio = (TH1F*)hdata->Clone("ratio");
6444	>	ratio->Divide(hodata);
6445	>	ratio->GetYaxis()->SetTitle("obs/pred");
6446	>	ratio->GetYaxis()->SetRangeUser(0,2);
6447	>
6448	>	ratio->Draw();
6449	>	TLine *l = new TLine(-100,1.0,300,1.0);
6450	>	l->SetLineColor(kBlue);
6451	>	l->SetLineStyle(2);
6452	>	l->Draw();
6453	>	TLine *llow = new TLine(-100,1.0-0.07,300,1.0-0.07);
6454	>	TLine *lhi = new TLine(-100,1.0+0.07,300,1.0+0.07);
6455	>	llow->SetLineColor(kBlue);
6456	>	llow->SetLineStyle(2);
6457	>	llow->Draw();
6458	>	lhi->SetLineColor(kBlue);
6459	>	lhi->SetLineStyle(2);
6460	>	lhi->Draw();
6461	>
6462	>	CompleteSave(can,"iTTbar/JZB_plot_ratio");
6463	>
6464	>	delete hdata;
6465	>	delete hodata;
6466	>	delete ratio;
6467	>	delete can;
6468	>	//  THStack *hmc = new THStack(allsamples.DrawStack("hmc","mll",40,0,200, "m_{ll} [GeV]", "events", cut&&cutOSSF,mc,luminosity));
6469	>	//  THStack *homc = new THStack(allsamples.DrawStack("homc","mll",40,0,200, "m_{ll} [GeV]", "events", cut&&cutOSOF,mc,luminosity));
6470	>	}
6471	>
6472	>
6473	>
6474	>	void MakeSpecialiTTbarClosurePlot(TCut fullcut, string datajzb, string mcjzb, string MassRegion) {
6475	>	TCanvas *iTTbarClosureTestCanvas = new TCanvas("iTTbarClosureTestCanvas","iTTbarClosureTestCanvas");
6476	>
6477	>	vector<float> binning;
6478	>	/*
6479	>	binning.push_back(0);
6480	>	binning.push_back(20);
6481	>	binning.push_back(50);
6482	>	binning.push_back(100);
6483	>	//  binning.push_back(200);
6484	>	*/
6485	>	binning.push_back(0);
6486	>	binning.push_back(10);
6487	>	binning.push_back(30);
6488	>	binning.push_back(50);
6489	>	binning.push_back(100);
6490	>	//  binning.push_back(200);
6491	>
6492	>
6493	>	TH1F *hdata  = allsamples.Draw("hdata", datajzb,binning, "JZB [GeV]", "events", fullcut&&TCut("id1==id2"),data,luminosity);
6494	>	TH1F *hodata = allsamples.Draw("hodata",datajzb,binning, "JZB [GeV]", "events", fullcut&&TCut("id1!=id2"),data,luminosity);
6495	>	TH1F *hmc    = allsamples.Draw("hmc",   mcjzb,binning,   "JZB [GeV]", "events", fullcut&&TCut("id1==id2"),mc,luminosity);
6496	>	TH1F *homc   = allsamples.Draw("homc",  mcjzb,binning,   "JZB [GeV]", "events", fullcut&&TCut("id1!=id2"),mc,luminosity);
6497	>
6498	>	hdata->SetLineColor(kBlack);
6499	>	hmc->SetLineColor(kBlack);
6500	>	hodata->SetLineColor(kRed);
6501	>	homc->SetLineColor(kRed);
6502	>	hodata->SetMarkerColor(kRed);
6503	>
6504	>	hdata->GetYaxis()->SetTitle("events");
6505	>
6506	>	float maximum=hdata->GetMaximum()+1.2*sqrt(hdata->GetMaximum());
6507	>	float minimum=hdata->GetMinimum()-1.2*sqrt(hdata->GetMinimum());
6508	>	if(hmc->GetMinimum()<minimum) minimum=hmc->GetMinimum()-1.2*sqrt(hmc->GetMinimum());
6509	>	if(hmc->GetMaximum()>maximum) maximum=hmc->GetMaximum()+1.2*sqrt(hmc->GetMaximum());
6510	>	if(homc->GetMinimum()<minimum) minimum=homc->GetMinimum()-1.2*sqrt(homc->GetMinimum());
6511	>	if(homc->GetMaximum()>maximum) maximum=homc->GetMaximum()+1.2*sqrt(homc->GetMaximum());
6512	>	if(hodata->GetMinimum()<minimum) minimum=hodata->GetMinimum()-1.2*sqrt(hodata->GetMinimum());
6513	>	if(hodata->GetMaximum()>maximum) maximum=hodata->GetMaximum()+1.2*sqrt(hodata->GetMaximum());
6514	>
6515	>	hdata->SetMaximum(maximum);
6516	>	hdata->SetMinimum(minimum);
6517	>
6518	>
6519	>	hdata->Draw();
6520	>	hmc->Draw("same,histo");
6521	>	homc->Draw("same,histo");
6522	>	hdata->Draw("same");
6523	>	hodata->Draw("same");
6524	>
6525	>	TLegend *leg = make_legend();
6526	>	leg->AddEntry(hdata,"SF data","pe");
6527	>	leg->AddEntry(hodata,"OF data","pe");
6528	>	leg->AddEntry(hmc,"SF MC","l");
6529	>	leg->AddEntry(homc,"OF MC","l");
6530	>	leg->Draw();
6531	>
6532	>	DrawPrelim();
6533	>
6534	>	CompleteSave(iTTbarClosureTestCanvas,"iTTbar/TTbar_CR_Closure_"+MassRegion);
6535	>
6536	>	TH1F *ratio_data = (TH1F*)hdata->Clone("ratio_data");
6537	>	ratio_data->Divide(hodata);
6538	>	TH1F *ratio_mc = (TH1F*)hmc->Clone("ratio_mc");
6539	>	ratio_mc->Divide(homc);
6540	>
6541	>	ratio_mc->SetFillColor(kBlue);
6542	>	ratio_mc->SetMarkerSize(0);
6543	>
6544	>	TGraphAsymmErrors *eratio = produce_ratio_graph(ratio_mc);
6545	>
6546	>	eratio->SetFillColor(TColor::GetColor("#00ADE1"));
6547	>	ratio_data->GetYaxis()->SetRangeUser(0.5,1.5);
6548	>	ratio_data->Draw("e1");
6549	>	eratio->Draw("20");
6550	>	ratio_data->Draw("e1,same");
6551	>
6552	>	TLegend *leg2 = make_legend();
6553	>	leg2->AddEntry(ratio_data,"R(SF/OF) in #bar{t}t CR, data","pe");
6554	>	leg2->AddEntry(eratio    ,"R(SF/OF) in #bar{t}t CR, MC"  ,"f");
6555	>	leg2->SetY1(0.8);
6556	>	leg2->SetX1(0.45);
6557	>	leg2->Draw();
6558	>
6559	>	DrawPrelim();
6560	>	CompleteSave(iTTbarClosureTestCanvas,"iTTbar/TTbar_CR_Closure_Ratio_"+MassRegion);
6561	>
6562	>	TFile *f = new TFile("fout.root","RECREATE");
6563	>	eratio->Write();
6564	>	ratio_data->Write();
6565	>	leg2->Write();
6566	>	f->Close();
6567	>
6568	>
6569	>	delete leg;
6570	>	delete leg2;
6571	>	delete ratio_data;
6572	>	delete ratio_mc;
6573	>	delete hdata;
6574	>	delete hmc;
6575	>	delete hodata;
6576	>	delete iTTbarClosureTestCanvas;
6577		}
6578	+
6579	+
6580	+
6581	+	void make_ijzb_ttbar_closure_test(string datajzb, string mcjzb) {
6582	+	TCut tt_nJets("pfJetGoodNum40==2");
6583	+	TCut tt_bJet("pfJetGoodNumBtag40==2 && met[4]>10");
6584	+	TCut tt_LowMass("mll>20&&mll<70");
6585	+	TCut tt_HighMass("mll>120&&mll<200");
6586	+	TCut tt_noZ(tt_LowMass || tt_HighMass);
6587	+
6588	+	/*
6589	+	make_iTTbar_JZB_plot(datajzb, mcjzb,tt_nJets&&tt_bJet&&tt_noZ);
6590	+	*/
6591	+	TCanvas *can = new TCanvas("can","can");
6592	+
6593	+	TH1F *hdata  =                allsamples.Draw(        "hdata", "mll",40,0,200, "m_{ll} [GeV]", "events", tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF,data,luminosity);
6594	+	THStack *hmc = new THStack(   allsamples.DrawStack(   "hmc",   "mll",40,0,200, "m_{ll} [GeV]", "events", tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF,mc,  luminosity));
6595	+	TH1F *hodata =                allsamples.Draw(        "hodata","mll",40,0,200, "m_{ll} [GeV]", "events", tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF,data,luminosity);
6596	+	THStack *homc = new THStack(  allsamples.DrawStack(   "homc",  "mll",40,0,200, "m_{ll} [GeV]", "events", tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF,mc,  luminosity));
6597	+
6598	+	TH1F *coll_hmc = CollapseStack(hmc);
6599	+	TH1F *coll_homc = CollapseStack(homc);
6600	+
6601	+	bool dolog=true;
6602	+	bool nolog=false;
6603	+
6604	+	dout << " SF: " << endl;
6605	+	dout << "   Data : " << hdata->Integral() << endl;
6606	+	WriteYield(hmc, 0, 10000);
6607	+	dout << " OF: " << endl;
6608	+	dout << "   Data : " << hodata->Integral() << endl;
6609	+	WriteYield(homc, 0, 10000);
6610	+	hodata->SetLineColor(kRed);
6611	+	hdata->Draw();
6612	+	hmc->Draw("histo,same");
6613	+	hodata->Draw("histo,same");
6614	+	hdata->Draw("e1,same");
6615	+	DrawPrelim();
6616	+	CompleteSave(can,"TestingPrediction");
6617	+
6618	+	dout << "We get an expected ratio of " << coll_hmc->Integral()/coll_homc->Integral() << endl;
6619	+	dout << "In data we find  " << hdata->Integral()/hodata->Integral() << endl;
6620	+
6621	+	Value R_sf_of_low_mass = GetYieldBetween(hdata,20,70)/GetYieldBetween(hodata,20,70);
6622	+	Value R_sf_of_high_mass = GetYieldBetween(hdata,120,200)/GetYieldBetween(hodata,120,200);
6623	+
6624	+	Value R_sf_of_low_mass_mc = GetYieldBetween(coll_hmc,20,70)/GetYieldBetween(coll_homc,20,70);
6625	+	Value R_sf_of_high_mass_mc = GetYieldBetween(coll_hmc,120,200)/GetYieldBetween(coll_homc,120,200);
6626	+
6627	+	dout << "Ratio at low mass  : " << R_sf_of_low_mass  << " (mc : " << R_sf_of_low_mass_mc << " )" << endl;
6628	+	dout << "Ratio at high mass : " << R_sf_of_high_mass << " (mc : " << R_sf_of_high_mass_mc << " )" << endl;
6629	+
6630	+	dout << "Composition at low mass : " << endl;
6631	+	dout << "Same flavor: " << endl;
6632	+	ProduceYields(20, 70, hdata, hmc);
6633	+	dout << "Opposite flavor: " << endl;
6634	+	ProduceYields(20, 70, hodata, homc);
6635	+
6636	+	dout << endl << endl;
6637	+
6638	+	dout << "Composition at high mass : " << endl;
6639	+	dout << "Same flavor: " << endl;
6640	+	ProduceYields(120, 200, hdata, hmc);
6641	+	dout << "Opposite flavor: " << endl;
6642	+	ProduceYields(120, 200, hodata, homc);
6643	+
6644	+
6645	+
6646	+
6647	+	make_plain_kin_plot(mcjzb,(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF),20,-200,200,dolog,"JZB","iTTbar/JZB_SF",false,true);
6648	+	make_plain_kin_plot(mcjzb,(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF),20,-200,200,dolog,"JZB","iTTbar/JZB_OF",false,true);
6649	+
6650	+	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);
6651	+	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);
6652	+
6653	+	make_SF_over_OF_plot(datajzb, mcjzb,tt_nJets&&tt_bJet&&tt_noZ,"mll",20,0,200,"m_{ll} [GeV]","mll");
6654	+
6655	+	MakeSpecialiTTbarClosurePlot((tt_nJets&&tt_bJet&&tt_LowMass),datajzb,mcjzb,"LowMassRegion2070");
6656	+	MakeSpecialiTTbarClosurePlot((tt_nJets&&tt_bJet&&tt_HighMass),datajzb,mcjzb,"HighMassRegion");
6657	+	MakeSpecialiTTbarClosurePlot((tt_nJets&&tt_bJet&&tt_noZ),datajzb,mcjzb,"NoZ");
6658	+
6659	+	//   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);
6660	+	//   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);
6661	+	//
6662	+	//   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);
6663	+	//   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);
6664	+
6665	+
6666	+	delete coll_hmc;
6667	+	delete coll_homc;
6668	+	delete hmc;
6669	+	delete homc;
6670	+	delete hdata;
6671	+	delete hodata;
6672	+	delete can;
6673	+	}
6674	+
6675	+	void compute_global_significance(float local_significance) {
6676	+	float global_sigificance = ROOT::Math::normal_quantile_c(ROOT::Math::normal_cdf_c(local_significance,1)*4,1);
6677	+	dout << "local significance  : " << local_significance << endl;
6678	+	dout << "global significance : " << global_sigificance << endl;
6679	+	}
6680	+
6681
6682		void test() {
6683
6684	+
6685	+	float MCPeak, MCPeakError, DataPeak, DataPeakError;
6686	+	stringstream result, datajzb, mcjzb;
6687	+	bool doPUreweighting=true;
6688	+	bool SwitchOffNJetsCut=false;
6689	+
6690	+
6691	+	TCanvas *can = new TCanvas("can","can");
6692	+	float mcSigma,mcSigmaError,dataSigma,dataSigmaError;
6693	+
6694	+	float NumVtxBin[6] = {0,5,10,15,20,30};
6695	+
6696	+	stringstream NowCut;
6697	+
6698	+	TGraphErrors *gMCPeak = new TGraphErrors();
6699	+	gMCPeak->SetTitle("gMCPeak");
6700	+	gMCPeak->SetName("gMCPeak");
6701	+	TGraphErrors *gDataPeak = new TGraphErrors();
6702	+	gDataPeak->SetTitle("gDataPeak");
6703	+	gDataPeak->SetName("gDataPeak");
6704	+	TGraphErrors *gMCWidth = new TGraphErrors();
6705	+	gMCWidth->SetTitle("gMCWidth");
6706	+	gMCWidth->SetName("gMCWidth");
6707	+	TGraphErrors *gDataWidth = new TGraphErrors();
6708	+	gDataWidth->SetTitle("gDataWidth");
6709	+	gDataWidth->SetName("gDataWidth");
6710	+
6711	+	float AllMCPeaks[200];
6712	+	float AllMCPeaksErrors[200];
6713	+
6714	+	for(int i=10;i<180;i+=20) {
6715	+	NowCut.str("");
6716	+	NowCut << "mll>=" << i << "&&mll<" << i+20;
6717	+	find_one_peak_combination(TCut(NowCut.str().c_str()),SwitchOffNJetsCut,MCPeak,MCPeakError, DataPeak,DataPeakError,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
6718	+	AllMCPeaks[i]=MCPeak;
6719	+	AllMCPeaksErrors[i]=MCPeakError;
6720	+	}
6721	+
6722	+	dout << "Summary : " << endl;
6723	+	for(int i=10;i<180;i+=20) {
6724	+	dout << "For the slice at [" << i << " , " << i+20 << "] we get a peak at " << AllMCPeaks[i] << " +/- " << AllMCPeaksErrors[i] << endl;
6725	+	}
6726	+	/*
6727		TCanvas *testcanv = new TCanvas("testcanv","testcanv");
6728		testcanv->cd();
6729	<	switch_overunderflow(true);
6730	<	TH1F *ptdistr   = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
6731	<	switch_overunderflow(false);
6732	<	ptdistr->Draw();
6733	<	testcanv->SaveAs("test.png");
6734	<	dout << "HELLO there!" << endl;
6729	>	//  switch_overunderflow(true);
6730	>	TH1F *histo1 = new TH1F("histo","histo",100,0,1);
6731	>	histo1->Sumw2();
6732	>	TH1F *histo2 = new TH1F("histo2","histo2",100,0,1);
6733	>	histo2->Sumw2();
6734	>
6735	>	for(int i=0;i<100;i++) {
6736	>	histo1->Fill(1.0/i,i);
6737	>	histo2->Fill(1.0/(i*i),i);
6738	>	}
6739	>
6740	>	histo1->Draw();
6741	>	histo2->Draw("e1,same");
6742	>
6743	>	Save_With_Ratio( histo1, histo2, testcanv->cd(), "Bullshit", false, false, "AnyCrap" );
6744	>
6745
6746	+	dout << "HELLO there!" << endl;
6747	+	*/
6748		}

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