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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.78 by buchmann, Wed Jan 9 09:27:00 2013 UTC vs.
Revision 1.98 by buchmann, Fri May 31 09:45:15 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 32 | Line 34 | void todo() {
34		}
35
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		{
#	Line 45 | Line 53 | void find_one_peak_combination(TCut spec
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,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);
#	Line 80 | Line 89 | void find_one_peak_combination(TCut spec
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	<	delete rawJZBeemmData;
93	<	delete rawJZBeemmMC;
92	>
93	>	if(!PeakLibrary::StoreHistos) {
94	>	delete rawJZBeemmData;
95	>	delete rawJZBeemmMC;
96	>	} else {
97	>	rawJZBeemmMC->SetName(GetNumericHistoName().c_str());
98	>	rawJZBeemmData->SetName(GetNumericHistoName().c_str());
99	>	rawJZBeemmMC->Add(rawJZBemMC,-1);
100	>	rawJZBeemmData->Add(rawJZBemData,-1);
101	>	PeakLibrary::DataHistogram.push_back(rawJZBeemmData);
102	>	PeakLibrary::MCHistogram.push_back(rawJZBeemmMC);
103	>	}
104	>
105	>
106	>
107		delete rawJZBemData;
108		delete rawJZBemMC;
109		delete tempcan;
110		}
111
112	+
113	+	void FindPeakPileUpCorrection() {
114	+	bool StoreResultsInSeparateFile=true;
115	+	PeakLibrary::StoreHistos=true;
116	+
117	+
118	+	dout << "Finding peak position as a function of PU" << endl;
119	+	float MCPeak, MCPeakError, DataPeak, DataPeakError;
120	+	stringstream result, datajzb, mcjzb;
121	+	bool doPUreweighting=true;
122	+	bool SwitchOffNJetsCut=false;
123	+
124	+
125	+	TCanvas *can = new TCanvas("can","can");
126	+	float mcSigma,mcSigmaError,dataSigma,dataSigmaError;
127	+
128	+	const int nbins=10;
129	+	float NumVtxBin[nbins] = {0,7,9,11,13,15,17,19,21,50};
130	+
131	+	stringstream NowCut;
132	+
133	+
134	+	Double_t mc_peak_x[nbins];
135	+	Double_t mc_peak_y[nbins];
136	+	Double_t mc_peak_dxh[nbins];
137	+	Double_t mc_peak_dxl[nbins];
138	+	Double_t mc_peak_dy[nbins];
139	+
140	+	Double_t data_peak_x[nbins];
141	+	Double_t data_peak_y[nbins];
142	+	Double_t data_peak_dxh[nbins];
143	+	Double_t data_peak_dxl[nbins];
144	+	Double_t data_peak_dy[nbins];
145	+
146	+	Double_t mc_width_x[nbins];
147	+	Double_t mc_width_y[nbins];
148	+	Double_t mc_width_dxh[nbins];
149	+	Double_t mc_width_dxl[nbins];
150	+	Double_t mc_width_dy[nbins];
151	+
152	+	Double_t data_width_x[nbins];
153	+	Double_t data_width_y[nbins];
154	+	Double_t data_width_dxh[nbins];
155	+	Double_t data_width_dxl[nbins];
156	+	Double_t data_width_dy[nbins];
157	+
158	+	for(int i=0;i<nbins-1;i++) {
159	+	NowCut.str("");
160	+	NowCut << "numVtx>" << NumVtxBin[i] << "&&numVtx<=" << NumVtxBin[i+1];
161	+	cout << "NVtx cut is now : " << NowCut.str() << endl;
162	+	find_one_peak_combination(TCut(NowCut.str().c_str()),SwitchOffNJetsCut,MCPeak,MCPeakError, DataPeak,DataPeakError,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
163	+	cout << "    " << MCPeak << " +/- " << MCPeakError << endl;
164	+	cout << "    " << DataPeak << " +/- " << DataPeakError << endl;
165	+
166	+	TH1F *hDataSFNumVtx = allsamples.Draw("hDataSFNumVtx","numVtx",100,-0.5,49.5, "N_{vtx}", "events", cutmass&&cutOSSF&&cutnJets&&TCut(NowCut.str().c_str()),data, luminosity);
167	+	TH1F *hDataOFNumVtx = allsamples.Draw("hDataOFNumVtx","numVtx",100,-0.5,49.5, "N_{vtx}", "events", cutmass&&cutOSOF&&cutnJets&&TCut(NowCut.str().c_str()),data, luminosity);
168	+	TH1F *hMCSFNumVtx = allsamples.Draw("hMCSFNumVtx","numVtx",100,-0.5,49.5, "N_{vtx}", "events", cutmass&&cutOSSF&&cutnJets&&TCut(NowCut.str().c_str()),mc, luminosity);
169	+	TH1F *hMCOFNumVtx = allsamples.Draw("hMCOFNumVtx","numVtx",100,-0.5,49.5, "N_{vtx}", "events", cutmass&&cutOSOF&&cutnJets&&TCut(NowCut.str().c_str()),mc, luminosity);
170	+
171	+	hDataSFNumVtx->Add(hDataOFNumVtx,-1);
172	+	hMCSFNumVtx->Add(hMCOFNumVtx,-1);
173	+
174	+	mc_peak_x[i]=hMCSFNumVtx->GetMean();
175	+	mc_peak_y[i]=MCPeak;
176	+	mc_peak_dy[i]=MCPeakError;
177	+
178	+	data_peak_x[i]=hDataSFNumVtx->GetMean();
179	+	data_peak_y[i]=DataPeak;
180	+	data_peak_dy[i]=DataPeakError;
181	+
182	+	mc_width_x[i]=hMCSFNumVtx->GetMean();
183	+	mc_width_y[i]=mcSigma;
184	+	mc_width_dy[i]=mcSigmaError;
185	+
186	+	data_width_x[i]=hDataSFNumVtx->GetMean();
187	+	data_width_y[i]=dataSigma;
188	+	data_width_dy[i]=dataSigmaError;
189	+
190	+	delete hDataSFNumVtx;
191	+	delete hDataOFNumVtx;
192	+	delete hMCSFNumVtx;
193	+	delete hMCOFNumVtx;
194	+	}
195	+
196	+	for(int i=0;i<nbins-1;i++) {
197	+	if(i==0) {
198	+	data_width_dxl[i]=data_width_x[i];
199	+	data_peak_dxl[i]=data_peak_x[i];
200	+	data_width_dxh[i]=0.5*(data_width_x[i+1]-data_width_x[i]);
201	+	data_peak_dxh[i]=0.5*(data_peak_x[i+1]-data_peak_x[i]);
202	+
203	+	mc_width_dxl[i]=mc_width_x[i];
204	+	mc_peak_dxl[i]=mc_peak_x[i];
205	+	mc_width_dxh[i]=0.5*(mc_width_x[i+1]-mc_width_x[i]);
206	+	mc_peak_dxh[i]=0.5*(mc_peak_x[i+1]-mc_peak_x[i]);
207	+	} else if(i==nbins-2) {
208	+	data_width_dxl[i]=0.5*(data_width_x[i]-data_width_x[i-1]);
209	+	data_peak_dxl[i]=0.5*(data_peak_x[i]-data_peak_x[i-1]);
210	+	data_width_dxh[i]=50-data_width_x[i];
211	+	data_peak_dxh[i]=50-data_peak_x[i];
212	+
213	+	mc_width_dxl[i]=0.5*(mc_width_x[i]-mc_width_x[i-1]);
214	+	mc_peak_dxl[i]=0.5*(mc_peak_x[i]-mc_peak_x[i-1]);
215	+	mc_width_dxh[i]=50-mc_width_x[i];
216	+	mc_peak_dxh[i]=50-mc_peak_x[i];
217	+	} else {
218	+	data_width_dxl[i]=0.5*(data_width_x[i]-data_width_x[i-1]);
219	+	data_peak_dxl[i]=0.5*(data_peak_x[i]-data_peak_x[i-1]);
220	+	data_width_dxh[i]=0.5*(data_width_x[i+1]-data_width_x[i]);
221	+	data_peak_dxh[i]=0.5*(data_peak_x[i+1]-data_peak_x[i]);
222	+
223	+	mc_width_dxl[i]=0.5*(mc_width_x[i]-mc_width_x[i-1]);
224	+	mc_peak_dxl[i]=0.5*(mc_peak_x[i]-mc_peak_x[i-1]);
225	+	mc_width_dxh[i]=0.5*(mc_width_x[i+1]-mc_width_x[i]);
226	+	mc_peak_dxh[i]=0.5*(mc_peak_x[i+1]-mc_peak_x[i]);
227	+	}
228	+	}
229	+
230	+	TGraphAsymmErrors *gMCPeak = new TGraphAsymmErrors(nbins-1,mc_peak_x,mc_peak_y,mc_peak_dxl,mc_peak_dxh,mc_peak_dy,mc_peak_dy);
231	+	gMCPeak->SetTitle("gMCPeak");
232	+	gMCPeak->SetName("gMCPeak");
233	+
234	+	TGraphAsymmErrors *gDataPeak = new TGraphAsymmErrors(nbins-1,data_peak_x,data_peak_y,data_peak_dxl,data_peak_dxh,data_peak_dy,data_peak_dy);
235	+	gDataPeak->SetTitle("gDataPeak");
236	+	gDataPeak->SetName("gDataPeak");
237	+
238	+	TGraphAsymmErrors *gMCWidth = new TGraphAsymmErrors(nbins-1,mc_width_x,mc_width_y,mc_width_dxl,mc_width_dxh,mc_width_dy,mc_width_dy);
239	+	gMCWidth->SetTitle("gMCWidth");
240	+	gMCWidth->SetName("gMCWidth");
241	+
242	+	TGraphAsymmErrors *gDataWidth = new TGraphAsymmErrors(nbins-1,data_width_x,data_width_y,data_width_dxl,data_width_dxh,data_width_dy,data_width_dy);
243	+	gDataWidth->SetTitle("gDataWidth");
244	+	gDataWidth->SetName("gDataWidth");
245	+
246	+	can->cd();
247	+	gMCPeak->GetXaxis()->SetTitle("N(Vertices)");
248	+	gMCPeak->GetYaxis()->SetTitle("Peak position");
249	+	gMCPeak->GetXaxis()->CenterTitle();
250	+	gMCPeak->GetYaxis()->CenterTitle();
251	+	gDataPeak->GetXaxis()->SetTitle("N(Vertices)");
252	+	gDataPeak->GetYaxis()->SetTitle("Peak position");
253	+	gDataPeak->GetXaxis()->CenterTitle();
254	+	gDataPeak->GetYaxis()->CenterTitle();
255	+
256	+	gDataWidth->GetXaxis()->SetTitle("N(Vertices)");
257	+	gDataWidth->GetYaxis()->SetTitle("#sigma_{JZB}");
258	+	gDataWidth->GetXaxis()->CenterTitle();
259	+	gDataWidth->GetYaxis()->CenterTitle();
260	+	gMCWidth->GetXaxis()->SetTitle("N(Vertices)");
261	+	gMCWidth->GetYaxis()->SetTitle("#sigma_{JZB}");
262	+	gMCWidth->GetXaxis()->CenterTitle();
263	+	gMCWidth->GetYaxis()->CenterTitle();
264	+
265	+	gMCPeak->SetFillColor(TColor::GetColor("#2E9AFE"));
266	+	gDataPeak->SetFillColor(TColor::GetColor("#2E9AFE"));
267	+	gDataWidth->SetFillColor(TColor::GetColor("#2E9AFE"));
268	+	gMCWidth->SetFillColor(TColor::GetColor("#2E9AFE"));
269	+
270	+	can->cd();
271	+	gMCPeak->Draw("A2");
272	+	DrawMCPrelim();
273	+	CompleteSave(can,"PUStudy/MCPeak");
274	+
275	+	can->cd();
276	+	gStyle->SetOptFit(0);
277	+	gMCPeak->Fit("pol1");
278	+	gMCPeak->GetYaxis()->SetRangeUser(0,15);
279	+	TF1 *MCFit = (TF1*)gMCPeak->GetFunction("pol1");
280	+
281	+	gMCPeak->Draw("A2");
282	+	MCFit->SetLineColor(kBlue);
283	+	MCFit->SetLineWidth(2);
284	+	MCFit->Draw("same");
285	+	stringstream mresult;
286	+	mresult << "Slope: " << std::setprecision(2) << MCFit->GetParameter(1) << " +/- " << MCFit->GetParError(1);
287	+	TText* mrestitle = write_text(0.7,0.2,mresult.str());
288	+	mrestitle->Draw();
289	+	DrawMCPrelim();
290	+	CompleteSave(can,"PUStudy/MCPeak_Fit");
291	+
292	+	gMCPeak->Draw("A2");
293	+	DrawMCPrelim();
294	+	CompleteSave(can,"PUStudy/MCWidth");
295	+
296	+
297	+	can->cd();
298	+	gDataPeak->Draw("A2");
299	+	DrawPrelim();
300	+	CompleteSave(can,"PUStudy/DataPeak");
301	+
302	+	can->cd();
303	+	gStyle->SetOptFit(0);
304	+	gDataPeak->GetYaxis()->SetRangeUser(0,15);
305	+	gDataPeak->Fit("pol1");
306	+
307	+	TF1 *DataFit = (TF1*)gDataPeak->GetFunction("pol1");
308	+	DataFit->SetLineColor(kBlue);
309	+	DataFit->SetLineWidth(2);
310	+	DataFit->Draw("same");
311	+	stringstream dresult;
312	+	dresult << "Slope: " << std::setprecision(2) << DataFit->GetParameter(1) << " +/- " << DataFit->GetParError(1);
313	+	TText* drestitle = write_text(0.7,0.2,dresult.str());
314	+	drestitle->Draw();
315	+	DrawPrelim();
316	+	CompleteSave(can,"PUStudy/DataPeak_Fit");
317	+
318	+	can->cd();
319	+	gDataWidth->Draw("A2");
320	+	DrawPrelim();
321	+	CompleteSave(can,"PUStudy/DataWidth");
322	+
323	+	if(StoreResultsInSeparateFile) {
324	+	TFile *PeakFinding = new TFile("PeakFindingWithPeakCorrection.root","RECREATE");
325	+	gMCPeak->Write();
326	+	gDataPeak->Write();
327	+	gMCWidth->Write();
328	+	gDataWidth->Write();
329	+	PeakFinding->Close();
330	+	}
331	+
332	+
333	+	dout << "The suggested correction for Data is : " << DataFit->GetParameter(1) << endl;
334	+	dout << "The suggested correction for MC is   : " << MCFit->GetParameter(1) << endl;
335	+
336	+	TLegend *leg = make_legend();
337	+	can->cd();
338	+	int j=0;
339	+	for(int i=PeakLibrary::DataHistogram.size()-5;i<PeakLibrary::DataHistogram.size();i++) {
340	+	PeakLibrary::DataHistogram[i]->Rebin(5);
341	+	PeakLibrary::DataHistogram[i]->SetLineColor(j+1);
342	+	if(i==PeakLibrary::DataHistogram.size()-5) PeakLibrary::DataHistogram[i]->DrawNormalized("histo");
343	+	else PeakLibrary::DataHistogram[i]->DrawNormalized("histo,same");
344	+	stringstream name;
345	+	name << NumVtxBin[j] << " < N_{vtx} < " << NumVtxBin[j+1];
346	+	leg->AddEntry(PeakLibrary::DataHistogram[i],name.str().c_str(),"l");
347	+	j++;
348	+	}
349	+
350	+	leg->Draw();
351	+	DrawPrelim();
352	+	CompleteSave(can,"PUStudy/DataOverview");
353	+
354	+	TLegend *leg2 = make_legend();
355	+	can->cd();
356	+	j=0;
357	+	for(int i=PeakLibrary::MCHistogram.size()-5;i<PeakLibrary::MCHistogram.size();i++) {
358	+	PeakLibrary::MCHistogram[i]->Rebin(5);
359	+	PeakLibrary::MCHistogram[i]->SetLineColor(j+1);
360	+	if(i==PeakLibrary::MCHistogram.size()-5) PeakLibrary::MCHistogram[i]->DrawNormalized("histo");
361	+	else PeakLibrary::MCHistogram[i]->DrawNormalized("histo,same");
362	+	stringstream name;
363	+	name << NumVtxBin[j] << " < N_{vtx} < " << NumVtxBin[j+1];
364	+	leg->AddEntry(PeakLibrary::MCHistogram[i],name.str().c_str(),"l");
365	+	j++;
366	+	}
367	+
368	+	leg->Draw();
369	+	DrawPrelim();
370	+	CompleteSave(can,"PUStudy/MCOverview");
371	+
372	+	delete can;
373	+	PeakLibrary::StoreHistos=false;
374	+	}
375	+
376	+
377	+
378		void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb, string sSpecialCut="", bool SwitchOffNJetsCut=false)
379		{
380		bool overunderflowstatus=addoverunderflowbins;
#	Line 144 | Line 432 | void find_peaks(float &MCPeak,float &MCP
432
433		} else {
434		datajzb << "(" << jzbvariabledata;
435	<	mcjzb << "(" << jzbvariablemc;
435	>	mcjzb   << "(" << jzbvariablemc;
436
437		if(datapeak>0) datajzb << "- " << TMath::Abs(datapeak) << " ";
438		else datajzb << "+ " << TMath::Abs(datapeak) << " ";
#	Line 164 | Line 452 | void find_peaks(float &MCPeak,float &MCP
452		switch_overunderflow(overunderflowstatus);
453		}
454
455	<	void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
455	>	void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth, int MCorData) {
456		float min=70.0;
457		float max=115.0;
458		if(!PlottingSetup::RestrictToMassPeak) {
#	Line 173 | Line 461 | void make_special_obs_pred_mll_plot(stri
461		}
462		int nbins=int((max-min)/binWidth);
463
464	+	string prefix="";
465	+	if(MCorData==mc) prefix="MC__";
466	+
467	+
468	+	if(MCorData==mc) datajzb=mcjzb;
469	+
470		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
471
472		stringstream largerzeroS;
#	Line 188 | Line 482 | void make_special_obs_pred_mll_plot(stri
482		largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
483		TCut largerzeroM(largerzeroMS.str().c_str());
484
485	<	TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,data,luminosity);
486	<	THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
487	<	TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,data,luminosity);
488	<	TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,data,luminosity);
489	<	TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,data,luminosity);
485	>
486	>	stringstream smallerzeroMS;
487	>	smallerzeroMS << "(" << mcjzb << "<-" << jzbthreshold << ")";
488	>	TCut smallerzeroM(smallerzeroMS.str().c_str());
489	>
490	>	TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,MCorData,luminosity);
491	>	THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
492	>	TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,MCorData,luminosity);
493	>	TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,MCorData,luminosity);
494	>	TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,MCorData,luminosity);
495
496		TH1F *RcorrJZBSBem;
497		TH1F *LcorrJZBSBem;
#	Line 202 | Line 501 | void make_special_obs_pred_mll_plot(stri
501		//  TH1F *RcorrJZBeemmNoS;
502
503		if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
504	<	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,data, luminosity);
505	<	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,data, luminosity);
506	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,data, luminosity);
507	<	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,data, luminosity);
504	>	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,MCorData, luminosity);
505	>	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,MCorData, luminosity);
506	>	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,MCorData, luminosity);
507	>	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,MCorData, luminosity);
508		}
509	<
510	<	// Separate predictions
509	>
510	>	// Separate predictions
511		TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
512		TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
513		TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
514	+
515	+	TH1F *BpredSys = (TH1F*)SFN->Clone("BpredSys");
516	+	ClearHisto(BpredSys);
517	+	AddSquared(BpredSys,SFN,pow(PlottingSetup::zjetsestimateuncertOFFPEAK,2));
518	+
519		if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
520		OFP->Scale(1.0/3.0);
521		OFP->Add(RcorrJZBSBem,1.0/3.);
#	Line 219 | Line 523 | void make_special_obs_pred_mll_plot(stri
523		OFN->Scale(1.0/3.0);
524		OFN->Add(LcorrJZBSBem,1.0/3.);
525		OFN->Add(LcorrJZBSBeemm,1.0/3.);
526	<	}
526	>	AddSquared(BpredSys,RcorrJZBem,pow((1.0/3) * PlottingSetup::emuncertOFFPEAK,2));
527	>	AddSquared(BpredSys,RcorrJZBSBem,pow((1.0/3) * PlottingSetup::emuncertOFFPEAK,2));
528	>	AddSquared(BpredSys,RcorrJZBSBeemm,pow((1.0/3) * PlottingSetup::emuncertOFFPEAK,2));
529	>	} else {
530	>	AddSquared(BpredSys,OFN,pow(PlottingSetup::emuncertOFFPEAK,2));
531	>	}
532
533	+	SQRT(BpredSys);
534	+
535	+	TGraphErrors *BpredSysBand = new TGraphErrors();
536	+	//  TH1F *BpredSysBand = (TH1F*)BpredSys->Clone("BpredSysBand");
537	+
538	+	for(int i=1;i<=BpredSys->GetNbinsX();i++) {
539	+	/*BpredSysBand->SetBinError(i,BpredSysBand->GetBinContent(i));
540	+	BpredSysBand->SetBinContent(i,0);*/
541	+	float dx=0.5*BpredSys->GetBinWidth(i);
542	+	float dy=BpredSys->GetBinContent(i);
543	+	BpredSysBand->SetPoint(i-1,BpredSys->GetBinCenter(i),0);
544	+	BpredSysBand->SetPointError(i-1,dx,dy);
545	+	}
546	+
547	+	delete BpredSys;
548	+	BpredSysBand->SetFillColor(TColor::GetColor("#2E9AFE"));
549	+
550		TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
551		Bpred->Add(OFP);
552		Bpred->Add(OFN,-1);
#	Line 234 | Line 560 | void make_special_obs_pred_mll_plot(stri
560
561		TLegend *leg = allsamples.allbglegend();
562		leg->SetX1(0.58);
563	<	leg->AddEntry(RcorrJZBeemm,"observed (data)","l");
563	>	//  leg->AddEntry(RcorrJZBeemm,"observed (data)","l");
564		leg->AddEntry(Bpred,"predicted (data)","l");
565		leg->Draw("same");
566
567		stringstream saveas;
568	<	saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
568	>	saveas << "kin/Mll_After_Cut/" << prefix << "Cut_At" << jzbthreshold;
569		CompleteSave(ckin,saveas.str());
570
571		// Draw all predictions overlayed
#	Line 262 | Line 588 | void make_special_obs_pred_mll_plot(stri
588		RcorrJZBeemm->Draw("same");
589
590		TLegend *leg2 = make_legend("",0.52,0.7);
591	<	leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
592	<	leg2->AddEntry(Bpred,"predicted (data)","l");
593	<	leg2->AddEntry(SFN,  "  SF JZB<0","l");
594	<	leg2->AddEntry(OFN,  "  OF JZB<0","l");
595	<	leg2->AddEntry(OFP,  "  OF JZB>0","l");
591	>	if(MCorData==data) {
592	>	leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
593	>	leg2->AddEntry(Bpred,"predicted (data)","l");
594	>	} else {
595	>	leg2->AddEntry(RcorrJZBeemm,"true (MC)","lp");
596	>	leg2->AddEntry(Bpred,"predicted (MC)","l");
597	>	}
598	>
599	>	if(jzbthreshold>0) {
600	>	leg2->AddEntry(SFN,  ("  SF JZB<-"+any2string(jzbthreshold)).c_str(),"l");
601	>	leg2->AddEntry(OFN,  ("  OF JZB<-"+any2string(jzbthreshold)).c_str(),"l");
602	>	} else {
603	>	leg2->AddEntry(SFN,  "  SF JZB<0","l");
604	>	leg2->AddEntry(OFN,  "  OF JZB<0","l");
605	>	}
606	>	leg2->AddEntry(OFP,  ("  OF JZB>"+any2string(jzbthreshold)).c_str(),"l");
607		leg2->Draw("same");
608
609		saveas.str("");
610	<	saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold << "_nomc";
610	>	saveas << "kin/Mll_After_Cut/" << prefix << "Cut_At" << jzbthreshold << "_nomc";
611		CompleteSave(ckin,saveas.str());
612
613	+
614	+	TH1F *diff = (TH1F*)RcorrJZBeemm->Clone("diff");
615	+	diff->Add(Bpred,-1);
616	+
617	+	TLegend *dleg = make_legend();
618	+	if(MCorData==data) dleg->AddEntry(diff,"Obs-predicted","p");
619	+	else dleg->AddEntry(diff,"True-predicted","p");
620	+	dleg->AddEntry(BpredSysBand,"Sys. envelope","f");
621	+	dleg->SetY1(0.7);
622	+
623	+
624	+	diff->GetYaxis()->SetTitle("true - predicted");
625	+	if(MCorData==data) diff->GetYaxis()->SetTitle("observed - predicted");
626	+	diff->Draw("e1");
627	+	BpredSysBand->Draw("e2");
628	+	diff->Draw("e1,same");
629	+	dleg->Draw();
630	+
631	+	if(MCorData==data) DrawPrelim();
632	+	else DrawMCPrelim();
633	+
634	+	saveas.str("");
635	+	saveas << "kin/Mll_After_Cut/" << prefix << "Cut_At" << jzbthreshold << "_nomc_Diff";
636	+	CompleteSave(ckin,saveas.str());
637	+
638	+	delete BpredSysBand;
639	+	delete diff;
640	+
641		delete RcorrJZBeemm;
642		delete LcorrJZBeemm;
643		delete RcorrJZBem;
644		delete LcorrJZBem;
645	+
646		if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
647		delete RcorrJZBSBeemm;
648		delete LcorrJZBSBeemm;
#	Line 285 | Line 651 | void make_special_obs_pred_mll_plot(stri
651		}
652		delete Bpred;
653		delete ckin;
654	+	CleanLegends();
655		}
656
657		void make_special_mll_plot(int nbins, float min, float max, bool logscale,string xlabel) {
#	Line 331 | Line 698 | void make_special_mll_plot(int nbins, fl
698		delete datahistoOSOF;
699		delete datahistoOSSF;
700		delete ckin;
701	+	CleanLegends();
702		}
703
704
#	Line 382 | Line 750 | float make_one_OFSF_plot(string variable
750		TCut cutSF;
751		TCut cutOF;
752
753	+	cout << "Going to use cutOSSF " << (const char*) cutOSSF << " and cutnJets " << (const char*) cutnJets << " and ibasiccut " << (const char*) ibasiccut << endl;
754		cutOF = cutOSOF&&cutnJets&&ibasiccut;
755		cutSF = cutOSSF&&cutnJets&&ibasiccut;
756	+
757	+	TCanvas *ofsf_can = new TCanvas("ofsf_can","ofsf_can");
758
388	–	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
759		TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
760		rcan->SetLogy(logscale);
761		rcan->cd();
#	Line 402 | Line 772 | float make_one_OFSF_plot(string variable
772		//   signalhisto->SetLineStyle(2);
773		datahistoSF->SetMarkerSize(DataMarkerSize);
774		datahistoOF->SetLineColor(kRed);
775	+	datahistoOF->SetLineWidth(2);
776	+
777	+	datahistoOF->Scale(1.02); // R(SF/OF)
778
779		if ( !logscale ) {
780		datahistoSF->SetMinimum(0); // Defaults
#	Line 410 | Line 783 | float make_one_OFSF_plot(string variable
783		}
784		if (ymax<0) {
785		if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
786	<	else datahistoSF->SetMaximum(1.8*datahistoSF->GetMaximum());
786	>	else datahistoSF->SetMaximum(0.8*datahistoSF->GetMaximum());
787		} else {
788		datahistoSF->SetMaximum(ymax);
789		}
#	Line 422 | Line 795 | float make_one_OFSF_plot(string variable
795		datahistoSF->GetXaxis()->CenterTitle();
796		datahistoSF->GetYaxis()->CenterTitle();
797
798	<	TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.7,false,legendPosition+0.2);
798	>	TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.6,false,legendPosition+0.2);
799		mleg->AddEntry(datahistoSF, "Same-flavor", "PL");
800		if (datahistoOF->Integral()>0) {
801	<	mleg->AddEntry(datahistoOF, "Opposite-flavor", "L");
801	>	mleg->AddEntry(datahistoOF, "OF based estimate", "L");
802		} else {
803		mleg->AddEntry((TObject*)0, "", "");
804		}
805		//mleg->AddEntry(signalhisto, "LM3", "L");
806
807		datahistoSF->Draw("E1");
808	+
809	+	TH1F *syshisto = (TH1F*)datahistoOF->Clone("syshisto");
810	+	TGraphAsymmErrors *datahistoOFboxes = produce_ratio_graph(datahistoOF);
811	+	for(int i=0;i<datahistoOFboxes->GetN();i++) {
812	+	float ex=datahistoOFboxes->GetErrorX(i);
813	+	float ey=datahistoOFboxes->GetErrorY(i);
814	+	double x,y;
815	+	datahistoOFboxes->GetPoint(i,x,y);
816	+	float pey = sqrt(pow(y*0.07,2)+pow(datahistoOF->GetBinError(i+1),2));
817	+	datahistoOFboxes->SetPointError(ex,ex,pey,pey);
818	+	syshisto->SetBinContent(i+1,0.07);
819	+	syshisto->SetBinError(i+1,0.07);
820	+	if(y<0.01) datahistoOF->SetBinContent(i+1,0);
821	+	}
822	+	mleg->AddEntry(datahistoOFboxes,"Total uncert.","F");
823	+	datahistoOFboxes->SetFillColor(TColor::GetColor("#2E9AFE"));
824	+
825	+	if (datahistoOF->Integral()>0) datahistoOFboxes->Draw("20");
826		if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
827	+
828	+	datahistoSF->Draw("E1,same");
829	+
830		//signalhisto->Draw("HIST,SAMES");
831		mleg->Draw();
832		DrawPrelim();
833		if (datahistoOF->Integral()>0) {
834	<	save_with_ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
834	>	//    Save_With_Ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
835	>	save_with_ratio_and_sys_band(0, datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF",syshisto);
836		} else {
837		CompleteSave(rcan, "SFOF/" + filename);
443	–	delete rcan;
838		}
839
840		datahistoSF->Delete();
841		datahistoOF->Delete();
842		//signalhisto->Delete();
843	+	delete datahistoOFboxes;
844	+	delete syshisto;
845		delete mleg;
846	<	delete ckin;
847	<
846	>	delete rcan;
847	>	delete ofsf_can;
848		return ymaxSet;
453	–
849		}
850
851		// Compare data to data
#	Line 500 | Line 895 | float make_data_comparison_plot(string v
895		data2->Draw("HIST,SAMES");
896		mleg->Draw();
897		DrawPrelim();
898	<	save_with_ratio( data1, data2, rcan, "compareData/" + filename, false, false, "new/old" );
898	>	Save_With_Ratio( data1, data2, rcan, "compareData/" + filename, false, false, "new/old" );
899
900		data1->Delete();
901		data2->Delete();
902		delete mleg;
903	+	delete rcan;
904		delete ckin;
905
906		}
907
908		void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale,
909	<	string xlabel, string filename, float legendPosition=0.55) {
909	>	string xlabel, string filename, float tymax=-1, float legendPosition=0.55) {
910
911		string mllcuts[] = { "mll>20","mll>15&&mll<70", "mll>75&&mll<105", "mll>120" };
912		string mllcutname[] = { "m_{ll} > 20 GeV", "20 < m_{ll} < 70 GeV", "70 < m_{ll} < 110 GeV", "m_{ll} > 120 GeV" };
913		string plotname[] = {"_all","_low","_peak","_high"};
914		float ymax;
915	+	if(tymax>0) ymax=tymax;
916
917		int start = 0;
918		if ( !PlottingSetup::openBox ) start = 3;
919
920		for ( int i=start; i<4; ++i ) {
921		if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
922	<	if ( i==start ) {
922	>	if ( i==start && !(tymax>0) ) {
923		ymax = make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, -1, logscale, xlabel,
924		filename+plotname[i], legendPosition );
925		} else {
#	Line 616 | Line 1013 | void DoMCSystPlot(string datavariable, s
1013		string saveas="kin/"+filename;
1014
1015		cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
1016	<	save_with_ratio_and_sys_band( datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc",Systematic );
1016	>	save_with_ratio_and_sys_band(0.0, datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc",Systematic );
1017
1018		ckin->cd();
1019		MCcentral->SetFillColor(kWhite);
#	Line 810 | Line 1207 | void make_kin_plot(string variable, stri
1207		DrawPrelim();
1208		string saveas="kin/"+filename;
1209		if(isPF) saveas="kin/"+filename+"__PF";
1210	<	save_with_ratio(datahisto,mcstack,kinpad->cd(),saveas);
1210	>	Save_With_Ratio(datahisto,mcstack,kinpad->cd(),saveas);
1211		//      if(isPF) CompleteSave(with_ratio,"kin/"+filename+"__PF_withratio");
1212		//      else CompleteSave(with_ratio,"kin/"+filename+"_withratio");
1213		//      delete with_ratio;
#	Line 873 | Line 1270 | void make_plain_kin_plot(string variable
1270		DrawPrelim();
1271		string saveas="kin/"+filename;
1272		if(isPF) saveas="kin/"+filename+"__PF";
1273	<	save_with_ratio(datahisto,mcstack,kinpad->cd(),saveas);
1273	>	Save_With_Ratio(datahisto,mcstack,kinpad->cd(),saveas);
1274		} else {
1275		if(isPF) CompleteSave(ckin,"kin/"+filename+"__PF");
1276		else CompleteSave(ckin,"kin/"+filename);
#	Line 925 | Line 1322 | void make_JES_plot(TCut cut, string name
1322		CompleteSave(ckin,"Systematics/JES"+name);
1323		datahisto->Delete();
1324		delete ckin;
1325	<
1325	>	delete JESunc;
1326	>	delete JESup;
1327	>	delete JESdn;
1328	>	CleanLegends();
1329		}
1330
1331		string Cut2Str(TCut cut) {
#	Line 944 | Line 1344 | void MakeElegantTwoThreeComparisons() {
1344		string xlabel="m_{ll} [GeV]";
1345
1346		TCanvas *can2 = new TCanvas("can2","can2");
1347	<	TH1F *TwoOF = allsamples.Draw("TwoOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("TTJets_"));
1348	<	TH1F *TwoSF = allsamples.Draw("TwoSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("TTJets_"));
1349	<	TH1F *ThreeOF = allsamples.Draw("ThreeOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("TTJets_"));
1350	<	TH1F *ThreeSF = allsamples.Draw("ThreeSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("TTJets_"));
1347	>	TH1F *TwoOF = allsamples.Draw("TwoOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("/TT_"));
1348	>	TH1F *TwoSF = allsamples.Draw("TwoSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("/TT_"));
1349	>	TH1F *ThreeOF = allsamples.Draw("ThreeOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("/TT_"));
1350	>	TH1F *ThreeSF = allsamples.Draw("ThreeSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("/TT_"));
1351
1352		can2->cd(1);
1353
#	Line 965 | Line 1365 | void MakeElegantTwoThreeComparisons() {
1365		leg_SFOF_Two->AddEntry(TwoOF,"OF, nJets==2","l");
1366		leg_SFOF_Two->AddEntry(TwoSF,"SF, nJets==2","lp");
1367		leg_SFOF_Two->Draw();
1368	<	save_with_ratio(TwoSF,TwoOF,kin3->cd(),"DoubleRatios/SFOF_Two");
1368	>	Save_With_Ratio(TwoSF,TwoOF,kin3->cd(),"DoubleRatios/SFOF_Two");
1369
1370		TPad *kin4 = new TPad("kin4","kin4",0,0,1,1);
1371		kin4->cd();
#	Line 976 | Line 1376 | void MakeElegantTwoThreeComparisons() {
1376		leg_SFOF_Three->AddEntry(TwoOF,"OF, nJet#geq3","l");
1377		leg_SFOF_Three->AddEntry(TwoSF,"SF, nJets#geq3","lp");
1378		leg_SFOF_Three->Draw();
1379	<	save_with_ratio(ThreeSF,ThreeOF,kin4->cd(),"DoubleRatios/SFOF_Three");
1379	>	Save_With_Ratio(ThreeSF,ThreeOF,kin4->cd(),"DoubleRatios/SFOF_Three");
1380
1381
1382		TwoSF->Scale(ThreeSF->Integral()/TwoSF->Integral());
#	Line 989 | Line 1389 | void MakeElegantTwoThreeComparisons() {
1389		leg_SF_Two_Three->AddEntry(TwoSF,"#splitline{SF, nJets==2}{ (scaled)}","l");
1390		leg_SF_Two_Three->AddEntry(ThreeSF,"SF, nJets#geq3","lp");
1391		leg_SF_Two_Three->Draw();
1392	<	save_with_ratio(TwoSF,ThreeSF,kin->cd(),"DoubleRatios/SF_Two_Three");
1392	>	Save_With_Ratio(TwoSF,ThreeSF,kin->cd(),"DoubleRatios/SF_Two_Three");
1393
1394		TwoOF->Scale(ThreeOF->Integral()/TwoOF->Integral());
1395		TPad *kin2 = new TPad("kin2","kin2",0,0,1,1);
#	Line 1001 | Line 1401 | void MakeElegantTwoThreeComparisons() {
1401		leg_OF_Two_Three->AddEntry(TwoSF,"#splitline{OF, nJets==2}{ (scaled)}","l");
1402		leg_OF_Two_Three->AddEntry(ThreeSF,"OF, nJets#geq3","lp");
1403		leg_OF_Two_Three->Draw();
1404	<	save_with_ratio(TwoOF,ThreeOF,kin2->cd(),"DoubleRatios/OF_Two_Three");
1404	>	Save_With_Ratio(TwoOF,ThreeOF,kin2->cd(),"DoubleRatios/OF_Two_Three");
1405
1406		}
1407
#	Line 1051 | Line 1451 | void make_ttbar_comparison(string datava
1451
1452		TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1453		ckin->SetLogy(dolog);
1454	<	cout << "\r Creating " << filename << " : data   (1/11)" << std::flush;
1454	>	cout << "\r Creating " << filename << " : data   (1/7)" << std::flush;
1455		TH1F *datahisto = allsamples.Draw("datahisto",datavariable,nbins,min,max, xlabel, "events",cut,data,luminosity);
1456		datahisto->SetMarkerSize(DataMarkerSize);
1457		if ( !dolog ) datahisto->SetMinimum(0); // Defaults
1458		else datahisto->SetMinimum(0.5);
1459		if (dolog) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
1460		else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
1461	<	cout << "\r Creating " << filename << " : MC central  (stack) (2/11)" << std::flush;
1461	>	cout << "\r Creating " << filename << " : MC central  (stack) (2/7)" << std::flush;
1462		THStack mcstack   = allsamples.DrawStack("mcstack",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1463		TH1F *MCcentral = CollapseStack(mcstack);
1464
1465	<	cout << "\r Creating " << filename << " : MC central (histo)   (3/11)" << std::flush;
1466	<	TH1F *TCentral        = allsamples.Draw ("TCentral",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,allsamples.FindSample("TTJets_"));
1465	>	cout << "\r Creating " << filename << " : MC central (histo)   (3/7)" << std::flush;
1466	>	TH1F *TCentral        = allsamples.Draw ("TCentral",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,allsamples.FindSample("/TT_"));
1467		TH1F *RCentral        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TCentral);
1468
1469	<	cout << "\r Creating " << filename << " : MC Matching up   (4/11)" << std::flush;
1469	>	cout << "\r Creating " << filename << " : MC Matching up   (4/7)" << std::flush;
1470		TH1F *TMatchingUp     = systsamples.Draw("TMatchingUp",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingup"));
1471		TH1F *RMatchingUp     = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingUp);
1472
1473	<	cout << "\r Creating " << filename << " : MC Matching down   (5/11)" << std::flush;
1473	>	cout << "\r Creating " << filename << " : MC Matching down   (5/7)" << std::flush;
1474		TH1F *TMatchingDown   = systsamples.Draw("TMatchingDown",mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingdown"));
1475		TH1F *RMatchingDown   = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingDown);
1476
1477	<	cout << "\r Creating " << filename << " : MC Scale up   (6/11)" << std::flush;
1477	>	cout << "\r Creating " << filename << " : MC Scale up   (6/7)" << std::flush;
1478		TH1F *TScaleUp        = systsamples.Draw("TScaleUp",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaleup"));
1479		TH1F *RScaleUp        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleUp);
1480
1481	<	cout << "\r Creating " << filename << " : MC Scale down   (7/11)" << std::flush;
1481	>	cout << "\r Creating " << filename << " : MC Scale down   (7/7)" << std::flush;
1482		TH1F *TScaleDown      = systsamples.Draw("TScaleDown",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaledown"));
1483		TH1F *RScaleDown      = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleDown);
1484
1085	–	cout << "\r Creating " << filename << " : MC mass=166   (8/11)" << std::flush;
1086	–	TH1F *Ttmass166       = systsamples.Draw("Ttmass166",    mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_mass166"));
1087	–	TH1F *Rtmass166       = ProduceTTbarRatio(datahisto,MCcentral,TCentral,Ttmass166);
1088	–
1089	–	cout << "\r Creating " << filename << " : MC mass=169   (9/11)" << std::flush;
1090	–	TH1F *Ttmass169       = systsamples.Draw("Ttmass169",    mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_mass169"));
1091	–	TH1F *Rtmass169       = ProduceTTbarRatio(datahisto,MCcentral,TCentral,Ttmass169);
1092	–
1093	–	cout << "\r Creating " << filename << " : MC mass=175   (10/11)" << std::flush;
1094	–	TH1F *Ttmass175       = systsamples.Draw("Ttmass175",    mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_mass175"));
1095	–	TH1F *Rtmass175       = ProduceTTbarRatio(datahisto,MCcentral,TCentral,Ttmass175);
1096	–
1097	–	cout << "\r Creating " << filename << " : MC mass=178   (11/11)" << std::flush;
1098	–	TH1F *Ttmass178       = systsamples.Draw("Ttmass178",    mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_mass178"));
1099	–	TH1F *Rtmass178       = ProduceTTbarRatio(datahisto,MCcentral,TCentral,Ttmass178);
1100	–
1101	–
1485		datahisto->Draw("e1");
1486		ckin->Update();
1487		mcstack.Draw("histo,same");
#	Line 1120 | Line 1503 | void make_ttbar_comparison(string datava
1503		string saveas="kin/"+filename;
1504
1505		cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
1506	<	save_with_ratio( datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc");
1506	>	Save_With_Ratio( datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc");
1507	>	delete kinpad;
1508
1509		ckin->cd();
1510		TCentral->SetLineColor(kBlack);
#	Line 1135 | Line 1519 | void make_ttbar_comparison(string datava
1519		TScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
1520		TScaleDown->SetLineStyle(3);//dotted
1521
1138	–	Ttmass166->SetLineColor(TColor::GetColor("#0acf00"));//green
1139	–	Ttmass166->SetLineStyle(3);//dotted
1140	–	Ttmass178->SetLineColor(TColor::GetColor("#0acf00"));
1141	–	Ttmass178->SetLineStyle(2);//dashed
1142	–
1143	–
1144	–	Ttmass169->SetLineColor(TColor::GetColor("#FF52F1"));//purple
1145	–	Ttmass169->SetLineStyle(3);//dotted
1146	–	Ttmass175->SetLineColor(TColor::GetColor("#FF52F1"));
1147	–	Ttmass175->SetLineStyle(2);//dashed
1148	–
1149	–
1150	–
1151	–
1522		MCcentral->SetLineStyle(3);
1523		MCcentral->SetLineColor(kRed);
1524
#	Line 1158 | Line 1528 | void make_ttbar_comparison(string datava
1528		TMatchingDown->Draw("histo,same");
1529		TScaleUp->Draw("histo,same");
1530		TScaleDown->Draw("histo,same");
1161	–	Ttmass166->Draw("histo,same");
1162	–	Ttmass169->Draw("histo,same");
1163	–	Ttmass175->Draw("histo,same");
1164	–	Ttmass178->Draw("histo,same");
1531
1532		TLegend *sleg = make_legend();
1533		sleg->AddEntry(TCentral,"Central","L");
#	Line 1169 | Line 1535 | void make_ttbar_comparison(string datava
1535		sleg->AddEntry(TMatchingDown,"matching down","L");
1536		sleg->AddEntry(TScaleUp,"scale up","L");
1537		sleg->AddEntry(TScaleDown,"scale down","L");
1172	–	sleg->AddEntry(Ttmass166,"m_{t}=166","L");
1173	–	sleg->AddEntry(Ttmass169,"m_{t}=169","L");
1174	–	sleg->AddEntry(Ttmass175,"m_{t}=175","L");
1175	–	sleg->AddEntry(Ttmass178,"m_{t}=178","L");
1538		sleg->Draw();
1539
1540		CompleteSave(ckin,saveas+"___AllLines");
#	Line 1191 | Line 1553 | void make_ttbar_comparison(string datava
1553		RScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
1554		RScaleDown->SetLineStyle(3);//dotted
1555
1194	–	Rtmass166->SetLineColor(TColor::GetColor("#0acf00"));//green
1195	–	Rtmass166->SetLineStyle(3);//dotted
1196	–	Rtmass178->SetLineColor(TColor::GetColor("#0acf00"));
1197	–	Rtmass178->SetLineStyle(2);//dashed
1198	–
1199	–
1200	–	Rtmass169->SetLineColor(TColor::GetColor("#FF52F1"));//purple
1201	–	Rtmass169->SetLineStyle(3);//dotted
1202	–	Rtmass175->SetLineColor(TColor::GetColor("#FF52F1"));
1203	–	Rtmass175->SetLineStyle(2);//dashed
1204	–
1205	–
1556		RCentral->GetYaxis()->SetRangeUser(0,2);
1557		RCentral->Draw("e1");
1558		RMatchingUp->Draw("histo,same");
1559		RMatchingDown->Draw("histo,same");
1560		RScaleUp->Draw("histo,same");
1561		RScaleDown->Draw("histo,same");
1212	–	Rtmass166->Draw("histo,same");
1213	–	Rtmass169->Draw("histo,same");
1214	–	Rtmass175->Draw("histo,same");
1215	–	Rtmass178->Draw("histo,same");
1562
1563		CompleteSave(ckin,saveas+"___AllRatios");
1564
1565	<	TCanvas *multicanvas = new TCanvas("multicanvas","multicanvas",1000,1000);
1566	<	multicanvas->Divide(2,2);
1565	>	TCanvas *multicanvas = new TCanvas("multicanvas","multicanvas",1400,700);
1566	>	multicanvas->Divide(2,1);
1567		PresentRange(RMatchingUp,RMatchingDown,RCentral,multicanvas->cd(1),"Matching");
1568		PresentRange(RScaleUp,RScaleDown,RCentral,multicanvas->cd(2),"Scale");
1223	–	PresentRange(Rtmass166,Rtmass178,RCentral,multicanvas->cd(3),"m_{t} (2#sigma)");
1224	–	PresentRange(Rtmass169,Rtmass175,RCentral,multicanvas->cd(4),"m_{t} (1#sigma)");
1569		CompleteSave(multicanvas,saveas+"___RangeIllustration");
1570
1571
#	Line 1231 | Line 1575 | void make_ttbar_comparison(string datava
1575		delete   TMatchingDown;
1576		delete   TScaleUp;
1577		delete   TScaleDown;
1578	<	delete   Ttmass166;
1579	<	delete   Ttmass169;
1580	<	delete   Ttmass175;
1581	<	delete   Ttmass178;
1578	>	//   delete   Ttmass166;
1579	>	//   delete   Ttmass169;
1580	>	//   delete   Ttmass175;
1581	>	//   delete   Ttmass178;
1582
1583		delete ckin;
1584
#	Line 1244 | Line 1588 | void make_ttbar_comparison(string variab
1588		make_ttbar_comparison(variable, variable, nbins, min, max, addcut, dolog, xlabel, filename);
1589		}
1590
1591	+	void ProduceJanPlots() {
1592	+	TCanvas *c1 = new TCanvas("c1","c1");
1593	+	TH1F *metSF = allsamples.Draw("metSF","met[4]",30,100,400, "E_{T}^{miss} [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
1594	+	TH1F *metOF = allsamples.Draw("metOF","met[4]",30,100,400, "E_{T}^{miss} [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
1595	+
1596	+	TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
1597	+	rcan->cd();
1598	+
1599	+	metOF->SetLineColor(kRed);
1600	+	metSF->Draw("e1");
1601	+	metOF->Draw("histo,same");
1602	+	metSF->Draw("e1,same");
1603	+
1604	+	TLegend *leg = make_legend();
1605	+
1606	+	leg->AddEntry(metSF,"Data SF","p");
1607	+	leg->AddEntry(metOF,"Data OF","l");
1608	+	leg->Draw();
1609	+
1610	+	DrawPrelim();
1611	+
1612	+	Save_With_Ratio(metSF,metOF,rcan,"JanPlots/ETHConfig",false,false,"SF/OF");
1613	+
1614	+	delete rcan;
1615	+	delete metSF;
1616	+	delete metOF;
1617	+	delete c1;
1618	+	}
1619	+
1620	+	THStack MakeOneSystematicsPlot(TCut cut, string saveas, string variation, TH1F *hdata, string variable, int nbins, float bmin, float bmax, string label, TH1F* &thisto) {
1621	+	THStack SystPlot = allsamples.DrawStack(variation,variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity);
1622	+
1623	+	//now need to process the plot (calculate the variation and set the member of thstack accordingly!)
1624	+	if(variation!="Central") {
1625	+	TH1F *varttbar;
1626	+	if(variation=="MatchingUp") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_matchingup_TuneZ2s"));
1627	+	if(variation=="MatchingDown") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_matchingdown"));
1628	+	if(variation=="ScaleUp") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_scaleup"));
1629	+	if(variation=="ScaleDown") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_scaledown"));
1630	+	assert(varttbar);
1631	+
1632	+	TIter nextHisto(SystPlot.GetHists());
1633	+	TH1F* h;
1634	+	while ( h = (TH1F*)nextHisto() ) {
1635	+	if(Contains(h->GetName(),"t_bar_t")) {
1636	+	varttbar->Scale(h->Integral()/varttbar->Integral());
1637	+	for(int i=0;i<=h->GetNbinsX()+1;i++) {//note that we deliberatly consider the under/overflow bin as well!
1638	+	h->SetBinContent(i,varttbar->GetBinContent(i));
1639	+	h->SetBinError(i,varttbar->GetBinError(i));
1640	+	}
1641	+	thisto=(TH1F*)varttbar->Clone(variation.c_str());
1642	+	SystPlot.Modified();
1643	+	}
1644	+	}
1645	+	delete varttbar;
1646	+	} else {
1647	+	TIter nextHisto(SystPlot.GetHists());
1648	+	TH1F* h;
1649	+	while ( h = (TH1F*)nextHisto() ) {
1650	+	if(Contains(h->GetName(),"t_bar_t")) thisto=(TH1F*)h->Clone(variation.c_str());
1651	+	}
1652	+	}
1653	+
1654	+	TLegend *fullleg = allsamples.allbglegend();
1655	+	fullleg->SetHeader(variation.c_str());
1656	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1657	+	kinpad->SetLogy(1);
1658	+	kinpad->cd();
1659	+
1660	+	hdata->Draw("e1");
1661	+	SystPlot.Draw("histo,same");
1662	+	hdata->Draw("e1,same");
1663	+	fullleg->Draw();
1664	+	DrawPrelim();
1665	+
1666	+	Save_With_Ratio(hdata,SystPlot,kinpad,saveas+"_"+variation);
1667	+	CleanLegends();
1668	+
1669	+	delete kinpad;
1670	+	return SystPlot;
1671	+	}
1672	+
1673	+
1674	+
1675	+	void ProduceMCSystematicPlot(string variable, int nbins, float bmin, float bmax, string label, TCut thiscut, string saveas) {
1676	+	TCanvas *ca = new TCanvas("ca","ca");
1677	+	TH1F *hdata = allsamples.Draw("hdata",variable,nbins,bmin,bmax,label,"events",thiscut,data,luminosity);
1678	+
1679	+	TH1F *tScaleUp,*tScaleDown,*tMatchingUp,*tMatchingDown,*tCentral;
1680	+
1681	+	THStack ScaleUp      = MakeOneSystematicsPlot(thiscut,saveas,"ScaleUp",hdata,variable, nbins, bmin, bmax, label,tScaleUp);
1682	+	THStack ScaleDown    = MakeOneSystematicsPlot(thiscut,saveas,"ScaleDown",hdata,variable, nbins, bmin, bmax, label,tScaleDown);
1683	+	THStack MatchingUp   = MakeOneSystematicsPlot(thiscut,saveas,"MatchingUp",hdata,variable, nbins, bmin, bmax, label,tMatchingUp);
1684	+	THStack MatchingDown = MakeOneSystematicsPlot(thiscut,saveas,"MatchingDown",hdata,variable, nbins, bmin, bmax, label,tMatchingDown);
1685	+
1686	+	TH1F *HScaleUp = CollapseStack(ScaleUp);
1687	+	TH1F *HScaleDown = CollapseStack(ScaleDown);
1688	+	TH1F *HMatchingUp = CollapseStack(MatchingUp);
1689	+	TH1F *HMatchingDown = CollapseStack(MatchingDown);
1690	+
1691	+	THStack Central = MakeOneSystematicsPlot(thiscut,saveas,"Central",hdata,variable, nbins, bmin, bmax, label,tCentral);
1692	+	TH1F *HCentral = CollapseStack(Central);
1693	+
1694	+	TH1F *Systematic = (TH1F*)hdata->Clone("Systematic");
1695	+	for(int i=1;i<=Systematic->GetNbinsX();i++) {
1696	+	float matchingup   = abs(HMatchingUp->GetBinContent(i)-HCentral->GetBinContent(i));
1697	+	float matchingdown = abs(HMatchingDown->GetBinContent(i)-HCentral->GetBinContent(i));
1698	+	float scaleup   = abs(HScaleUp->GetBinContent(i)-HCentral->GetBinContent(i));
1699	+	float scaledown = abs(HScaleDown->GetBinContent(i)-HCentral->GetBinContent(i));
1700	+
1701	+	float matching = matchingup>matchingdown?matchingup:matchingdown;
1702	+	float scale    = scaleup>scaledown?scaleup:scaledown;
1703	+
1704	+	float sys=sqrt(matching*matching+scale*scale);
1705	+	sys/=HCentral->GetBinContent(i);
1706	+	if(HCentral->GetBinContent(i)==0) sys=0;
1707	+	Systematic->SetBinContent(i,sys);
1708	+	}
1709	+
1710	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1711	+	kinpad->SetLogy(1);
1712	+	kinpad->cd();
1713	+	if(variable=="genMET") {
1714	+	Central.Draw("histo");
1715	+	} else {
1716	+	hdata->Draw("e1");
1717	+	Central.Draw("histo,same");
1718	+	hdata->Draw("e1,same");
1719	+	}
1720	+
1721	+	DrawPrelim();
1722	+
1723	+	save_with_ratio_and_sys_band( 0.0, hdata, HCentral, kinpad->cd(), saveas, false, false, "data/mc",Systematic );
1724	+
1725	+	kinpad->cd();
1726	+	tCentral->SetFillColor(kWhite);
1727	+	tCentral->SetLineColor(kBlack);
1728	+	tScaleUp->SetLineColor(kRed);
1729	+	tScaleDown->SetLineColor(kRed);
1730	+	tMatchingUp->SetLineColor(kBlue);
1731	+	tMatchingDown->SetLineColor(kBlue);
1732	+	tScaleUp->SetLineStyle(2);
1733	+	tScaleDown->SetLineStyle(3);
1734	+	tMatchingUp->SetLineStyle(2);
1735	+	tMatchingDown->SetLineStyle(3);
1736	+
1737	+	TLegend *leg2 = make_legend();
1738	+	leg2->AddEntry(hdata,"Data","p");
1739	+	leg2->AddEntry(tCentral,"Central (ttbar)","l");
1740	+	leg2->AddEntry(tScaleUp,"ScaleUp (ttbar)","l");
1741	+	leg2->AddEntry(tScaleDown,"ScaleDown (ttbar)","l");
1742	+	leg2->AddEntry(tMatchingUp,"MatchingUp (ttbar)","l");
1743	+	leg2->AddEntry(tMatchingDown,"MatchingDown (ttbar)","l");
1744	+	if(variable=="genMET") {
1745	+	Central.Draw("histo");
1746	+	}else {
1747	+	hdata->Draw("e1");
1748	+	Central.Draw("histo,same");
1749	+	hdata->Draw("e1,same");
1750	+	}
1751	+	tCentral->Draw("histo,same");
1752	+	tScaleUp->Draw("histo,same");
1753	+	tScaleDown->Draw("histo,same");
1754	+	tMatchingUp->Draw("histo,same");
1755	+	tMatchingDown->Draw("histo,same");
1756	+	leg2->Draw();
1757	+
1758	+	CompleteSave(kinpad,saveas+"__TTbarComparison");
1759	+
1760	+	gStyle->SetOptFit(0);
1761	+
1762	+	kinpad->cd();
1763	+	kinpad->SetLogy(0);
1764	+	TH1F *MatchingRatio = (TH1F*)tMatchingUp->Clone("MatchingRatio");
1765	+	MatchingRatio->Divide(tMatchingDown);
1766	+	TLine *lone = new TLine(tScaleUp->GetBinLowEdge(1),1,tScaleUp->GetBinLowEdge(tScaleUp->GetNbinsX())+tScaleUp->GetBinWidth(tScaleUp->GetNbinsX()),1);
1767	+	lone->SetLineColor(TColor::GetColor("#01DF01"));
1768	+	lone->SetLineStyle(2);
1769	+	TH1F *ScaleRatio = (TH1F*)tScaleUp->Clone("ScaleRatio");
1770	+	ScaleRatio->Divide(tScaleDown);
1771	+	MatchingRatio->GetYaxis()->SetRangeUser(0,3);
1772	+	MatchingRatio->Draw("e1");
1773	+	TF1 *QP1 = new TF1("QP1","[0]+[1]*x",50,200);//simple linear function ranging from 50 to 200
1774	+	MatchingRatio->Fit("QP1","R");
1775	+	lone->Draw();
1776	+	stringstream summary;
1777	+	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);
1778	+	summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1779	+	TText *infobox = write_title(summary.str());
1780	+	infobox->SetX(0.75);
1781	+	infobox->SetTextSize(0.03);
1782	+	infobox->SetY(0.75);
1783	+	infobox->Draw();
1784	+	CompleteSave(kinpad,saveas+"__TTbarComparison_MatchingUpDividedMatchingDown");
1785	+	kinpad->cd();
1786	+	ScaleRatio->GetYaxis()->SetRangeUser(0,3);
1787	+	ScaleRatio->Draw("e1");
1788	+	ScaleRatio->Fit("QP1","R");
1789	+	summary.str("");
1790	+	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);
1791	+	summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1792	+	TText *infobox2 = write_title(summary.str());
1793	+	infobox2->SetX(0.75);
1794	+	infobox2->SetTextSize(0.03);
1795	+	infobox2->SetY(0.75);
1796	+	infobox2->Draw();
1797	+
1798	+	lone->Draw();
1799	+	CompleteSave(kinpad,saveas+"__TTbarComparison_ScaleUpDividedScaleDown");
1800	+
1801	+
1802	+	delete QP1;
1803	+	delete infobox;
1804	+	delete infobox2;
1805	+	delete MatchingRatio;
1806	+	delete ScaleRatio;
1807	+	DeleteStack(ScaleUp);
1808	+	DeleteStack(ScaleDown);
1809	+	DeleteStack(MatchingUp);
1810	+	DeleteStack(MatchingDown);
1811	+	delete leg2;
1812	+	CleanLegends();
1813	+	DeleteStack(Central);
1814	+	delete Systematic;
1815	+	delete HScaleUp;
1816	+	delete HScaleDown;
1817	+	delete HMatchingUp;
1818	+	delete HMatchingDown;
1819	+	delete hdata;
1820	+	delete HCentral;
1821	+	delete ca;
1822	+	}
1823	+
1824	+	TH1F* ImposeBinning(TH1F *binninghisto, TH1F* histo) {
1825	+	float val=0,err=0;
1826	+	vector<float> bins;
1827	+	vector<float> vals;
1828	+	vector<float> errs;
1829	+
1830	+	bins.push_back(binninghisto->GetBinLowEdge(1));
1831	+	int iBin=1;
1832	+
1833	+	for(unsigned int i=1;i<histo->GetNbinsX();i++) {//going to second last one on purpose!
1834	+	if((histo->GetBinLowEdge(i)+0.00001>=binninghisto->GetBinLowEdge(iBin)+binninghisto->GetBinWidth(iBin))) {
1835	+	bins.push_back(histo->GetBinLowEdge(i));
1836	+	vals.push_back(val);val=0;
1837	+	errs.push_back(err);err=0;
1838	+	iBin++;
1839	+	}
1840	+	val+=histo->GetBinContent(i);
1841	+	err=sqrt(err*err+histo->GetBinError(i)*histo->GetBinError(i));
1842	+	}
1843	+	bins.push_back(histo->GetBinLowEdge(histo->GetNbinsX())+histo->GetBinWidth(histo->GetNbinsX()));
1844	+	vals.push_back(val);val=0;
1845	+	errs.push_back(err);err=0;
1846	+
1847	+	TH1F *h = new TH1F(("r"+(string)histo->GetName()).c_str(),("r"+(string)histo->GetName()).c_str(),bins.size()-1,&bins[0]);
1848	+	for(unsigned int i=0;i<vals.size();i++) {
1849	+	h->SetBinContent(i+1,vals[i]);
1850	+	h->SetBinError(i+1,errs[i]);
1851	+	}
1852	+
1853	+	h->GetXaxis()->SetTitle(histo->GetXaxis()->GetTitle());
1854	+	h->GetYaxis()->SetTitle(histo->GetYaxis()->GetTitle());
1855	+
1856	+	h->GetXaxis()->CenterTitle();
1857	+	h->GetYaxis()->CenterTitle();
1858	+
1859	+	return h;
1860	+	}
1861	+
1862	+
1863	+	TH1F* ReBinOptimizingStats(int nbins, TH1F *histo) {
1864	+	float statsperbin = (1/(float)nbins) * histo->Integral();
1865	+	float val=0,err=0;
1866	+	vector<float> bins;
1867	+	vector<float> vals;
1868	+	vector<float> errs;
1869	+
1870	+	bins.push_back(histo->GetBinLowEdge(1));
1871	+	for(unsigned int i=1;i<=histo->GetNbinsX();i++) {
1872	+	val+=histo->GetBinContent(i);
1873	+	err=sqrt(err*err+histo->GetBinError(i)*histo->GetBinError(i));
1874	+	if( val/statsperbin > 0.85) {
1875	+	if(bins.size()<nbins) {
1876	+	bins.push_back(histo->GetBinLowEdge(i)+histo->GetBinWidth(i));
1877	+	vals.push_back(val);val=0;
1878	+	errs.push_back(err);err=0;
1879	+	}
1880	+	}
1881	+	if(i==histo->GetNbinsX()) {
1882	+	bins.push_back(histo->GetBinLowEdge(i)+histo->GetBinWidth(i));
1883	+	vals.push_back(val);val=0;
1884	+	errs.push_back(err);err=0;
1885	+	}
1886	+	}
1887	+	TH1F *h = new TH1F(("r"+(string)histo->GetName()).c_str(),("r"+(string)histo->GetName()).c_str(),bins.size()-1,&bins[0]);
1888	+
1889	+	h->GetXaxis()->SetTitle(histo->GetXaxis()->GetTitle());
1890	+	h->GetYaxis()->SetTitle(histo->GetYaxis()->GetTitle());
1891	+
1892	+	h->GetXaxis()->CenterTitle();
1893	+	h->GetYaxis()->CenterTitle();
1894	+
1895	+	for(unsigned int i=0;i<vals.size();i++) {
1896	+	h->SetBinContent(i+1,vals[i]);
1897	+	h->SetBinError(i+1,errs[i]);
1898	+	}
1899	+
1900	+	return h;
1901	+	}
1902	+
1903	+
1904	+
1905	+	void ShowBinning(TH1F *histo) {
1906	+	cout << "Showing binning for " << histo->GetName() << " (\" " << histo->GetTitle() << "\")" << endl;
1907	+	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;
1908	+	}
1909	+
1910	+	void QuickProduceMCSystematicPlot(string variable, int nbins, float bmin, float bmax, string label, TCut thiscut, string saveas) {
1911	+	TCanvas *ca = new TCanvas("ca","ca");
1912	+	TH1F *tScaleUp = systsamples.Draw("tScaleUp",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("scaleup"));
1913	+	TH1F *tScaleDown = systsamples.Draw("tScaleDown",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("scaledown"));
1914	+	TH1F *tMatchingUp = systsamples.Draw("tMatchingUp",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("matchingup"));
1915	+	TH1F *tMatchingDown = systsamples.Draw("tMatchingDown",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("matchingdown"));
1916	+	TH1F *tCentral = systsamples.Draw("tCentral",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("TTJets_MassiveBinDECAY_TuneZ2sta"));
1917	+
1918	+	tScaleUp->Scale(1.0/tScaleUp->Integral());
1919	+	tScaleDown->Scale(1.0/tScaleDown->Integral());
1920	+	tMatchingDown->Scale(1.0/tMatchingDown->Integral());
1921	+	tMatchingUp->Scale(1.0/tMatchingUp->Integral());
1922	+	tCentral->Scale(1.0/tCentral->Integral());
1923	+
1924	+	cout << "At this point we want to rebin the scale/matching histograms so we get decent stats!" << endl;
1925	+
1926	+
1927	+	TH1F *rtScaleUp = ReBinOptimizingStats(7,tScaleUp); // using the scale up sample to get the binning (shouldn't use the central one for obvious reasons)
1928	+	TH1F *rtScaleDown = ImposeBinning(rtScaleUp,tScaleDown);
1929	+	TH1F *rtMatchingDown = ImposeBinning(rtScaleUp,tMatchingDown);
1930	+	TH1F *rtMatchingUp = ImposeBinning(rtScaleUp,tMatchingUp);
1931	+	TH1F *rtCentral = ImposeBinning(rtScaleUp,tCentral);
1932	+
1933	+	float min=rtScaleUp->GetMinimum();
1934	+	float max=rtScaleUp->GetMaximum();
1935	+
1936	+	if(rtScaleDown->GetMinimum()<min) min=rtScaleDown->GetMinimum();
1937	+	if(rtMatchingDown->GetMinimum()<min) min=rtMatchingDown->GetMinimum();
1938	+	if(rtMatchingDown->GetMinimum()<min) min=rtMatchingDown->GetMinimum();
1939	+	if(rtMatchingUp->GetMinimum()<min) min=rtMatchingUp->GetMinimum();
1940	+	if(rtCentral->GetMinimum()<min) min=rtCentral->GetMinimum();
1941	+
1942	+	if(rtScaleDown->GetMaximum()<min) max=rtScaleDown->GetMaximum();
1943	+	if(rtMatchingDown->GetMaximum()<min) max=rtMatchingDown->GetMaximum();
1944	+	if(rtMatchingDown->GetMaximum()<min) max=rtMatchingDown->GetMaximum();
1945	+	if(rtMatchingUp->GetMaximum()<min) max=rtMatchingUp->GetMaximum();
1946	+	if(rtCentral->GetMaximum()<min) max=rtCentral->GetMaximum();
1947	+
1948	+	rtCentral->SetMaximum(1.2*max);
1949	+	rtCentral->SetMinimum(0.8*min);
1950	+
1951	+	/*  tScaleUp->Rebin(40);
1952	+	tScaleDown->Rebin(40);
1953	+	tMatchingDown->Rebin(40);
1954	+	tMatchingUp->Rebin(40);
1955	+	tCentral->Rebin(40);*/
1956	+
1957	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1958	+	kinpad->SetLogy(1);
1959	+	kinpad->cd();
1960	+	tCentral->SetFillColor(kWhite);
1961	+	tCentral->SetLineColor(kBlack);
1962	+	tScaleUp->SetLineColor(kRed);
1963	+	tScaleDown->SetLineColor(kRed);
1964	+	tMatchingUp->SetLineColor(kBlue);
1965	+	tMatchingDown->SetLineColor(kBlue);
1966	+	tScaleUp->SetLineStyle(2);
1967	+	tScaleDown->SetLineStyle(3);
1968	+	tMatchingUp->SetLineStyle(2);
1969	+	tMatchingDown->SetLineStyle(3);
1970	+
1971	+	rtScaleDown->SetLineColor(kRed);
1972	+	rtMatchingUp->SetLineColor(kBlue);
1973	+	rtMatchingDown->SetLineColor(kBlue);
1974	+	rtScaleUp->SetLineStyle(2);
1975	+	rtScaleDown->SetLineStyle(3);
1976	+	rtMatchingUp->SetLineStyle(2);
1977	+	rtMatchingDown->SetLineStyle(3);
1978	+
1979	+	TLegend *leg2 = make_legend();
1980	+	leg2->AddEntry(tCentral,"Central (ttbar)","l");
1981	+	leg2->AddEntry(tScaleUp,"ScaleUp (ttbar)","l");
1982	+	leg2->AddEntry(tScaleDown,"ScaleDown (ttbar)","l");
1983	+	leg2->AddEntry(tMatchingUp,"MatchingUp (ttbar)","l");
1984	+	leg2->AddEntry(tMatchingDown,"MatchingDown (ttbar)","l");
1985	+
1986	+	tCentral->Draw("histo");
1987	+	tScaleUp->Draw("histo,same");
1988	+	tScaleDown->Draw("histo,same");
1989	+	tMatchingUp->Draw("histo,same");
1990	+	tMatchingDown->Draw("histo,same");
1991	+	leg2->Draw();
1992	+	DrawMCPrelim();
1993	+	CompleteSave(kinpad,saveas+"__TTbarComparison");
1994	+	kinpad->cd();
1995	+	kinpad->SetLogy(0);
1996	+	rtCentral->Draw("histo");
1997	+	rtScaleUp->Draw("histo,same");
1998	+	rtScaleDown->Draw("histo,same");
1999	+	rtMatchingUp->Draw("histo,same");
2000	+	rtMatchingDown->Draw("histo,same");
2001	+	leg2->Draw();
2002	+	DrawMCPrelim();
2003	+	CompleteSave(kinpad,saveas+"__TTbarComparison__REBINNED");
2004	+
2005	+
2006	+	gStyle->SetOptFit(0);
2007	+
2008	+	kinpad->cd();
2009	+	kinpad->SetLogy(0);
2010	+	TH1F *MatchingRatio = (TH1F*)rtMatchingUp->Clone("MatchingRatio");
2011	+	MatchingRatio->Divide(rtMatchingDown);
2012	+	TLine *lone = new TLine(tScaleUp->GetBinLowEdge(1),1,tScaleUp->GetBinLowEdge(tScaleUp->GetNbinsX())+tScaleUp->GetBinWidth(tScaleUp->GetNbinsX()),1);
2013	+	lone->SetLineColor(TColor::GetColor("#01DF01"));
2014	+	lone->SetLineStyle(2);
2015	+	TH1F *ScaleRatio = (TH1F*)rtScaleUp->Clone("ScaleRatio");
2016	+	ScaleRatio->Divide(rtScaleDown);
2017	+	MatchingRatio->GetYaxis()->SetRangeUser(0,3);
2018	+	MatchingRatio->Draw("e1");
2019	+	TF1 *QP1 = new TF1("QP1","[0]+[1]*x",50,200);//simple linear function ranging from 50 to 200
2020	+	if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") MatchingRatio->Fit("QP1","RQ");
2021	+	lone->Draw();
2022	+	stringstream summary;
2023	+	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);
2024	+	summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
2025	+	TText *infobox = write_title(summary.str());
2026	+	infobox->SetX(0.75);
2027	+	infobox->SetTextSize(0.03);
2028	+	infobox->SetY(0.75);
2029	+	if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") infobox->Draw();
2030	+	DrawMCPrelim();
2031	+	CompleteSave(kinpad,saveas+"__TTbarComparison_MatchingUpDividedMatchingDown");
2032	+	kinpad->cd();
2033	+	ScaleRatio->GetYaxis()->SetRangeUser(0,3);
2034	+	ScaleRatio->Draw("e1");
2035	+	if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") ScaleRatio->Fit("QP1","RQ");
2036	+	summary.str("");
2037	+	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);
2038	+	summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
2039	+	TText *infobox2 = write_title(summary.str());
2040	+	infobox2->SetX(0.75);
2041	+	infobox2->SetTextSize(0.03);
2042	+	infobox2->SetY(0.75);
2043	+	if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") infobox2->Draw();
2044	+
2045	+	lone->Draw();
2046	+	DrawMCPrelim();
2047	+	CompleteSave(kinpad,saveas+"__TTbarComparison_ScaleUpDividedScaleDown");
2048	+
2049	+	kinpad->cd();
2050	+	TH1F *SysMatching = (TH1F*)rtMatchingDown->Clone("SysMatching");
2051	+	TH1F *SysScale = (TH1F*)rtScaleDown->Clone("SysMatching");
2052	+	TH1F *SysHisto = (TH1F*)rtScaleDown->Clone("SysHisto");
2053	+
2054	+	for(int i=1;i<=SysScale->GetNbinsX();i++) {
2055	+	float matching, scale;
2056	+	bool AssumeFactor=false;
2057	+	if(AssumeFactor) {
2058	+	// assume that an upward/downward variation means a change by a constant factor, i.e. f(up) = alpha * f(central)
2059	+	matching=0.;
2060	+	scale=0.;
2061	+	} else {
2062	+	// assume that the central value is exactly between up & down, i.e. central = (up-down)/2
2063	+	matching = fabs(    ( rtMatchingUp->GetBinContent(i) - rtMatchingDown->GetBinContent(i)) / (rtMatchingUp->GetBinContent(i) + rtMatchingDown->GetBinContent(i)) );
2064	+	scale    = fabs(    ( rtScaleUp->GetBinContent(i) - rtScaleDown->GetBinContent(i)) / (rtScaleUp->GetBinContent(i) + rtScaleDown->GetBinContent(i)) );
2065	+	}
2066	+
2067	+	SysMatching->SetBinContent(i,1+matching);
2068	+	SysScale->SetBinContent(i,1+scale);
2069	+	SysHisto->SetBinContent(i,sqrt(matching*matching+scale*scale)+1);
2070	+	}
2071	+
2072	+	SysHisto->SetLineColor(kGreen);
2073	+
2074	+	SysMatching->SetMaximum(3.0);
2075	+	SysMatching->SetMinimum(0.0);
2076	+	SysMatching->Draw("histo");
2077	+	SysScale->Draw("histo,same");
2078	+	SysHisto->Draw("histo,same");
2079	+	CompleteSave(kinpad,saveas+"__TTbarComparison_DerivedSystematic");
2080	+
2081	+	delete SysMatching;
2082	+	delete SysScale;
2083	+
2084	+	if(!Contains(variable,"gen")) {
2085	+	TH1F *hdata  = allsamples.Draw("hdata",   variable,nbins,bmin,bmax,label,"events",thiscut,data,luminosity);
2086	+	THStack smc = allsamples.DrawStack("smc",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity);
2087	+
2088	+	TH1F *Systematic = (TH1F*)hdata->Clone("Systematic");
2089	+
2090	+	for(int i=1;i<=Systematic->GetNbinsX();i++) {
2091	+	int iBin=SysHisto->FindBin(Systematic->GetBinCenter(i));
2092	+	if(iBin>SysHisto->GetNbinsX()) --iBin; // if we're over the end of the histo, use the last bin
2093	+	float sys = SysHisto->GetBinContent(iBin)-1;
2094	+	Systematic->SetBinContent(i,sys);
2095	+	}
2096	+
2097	+	kinpad->cd();
2098	+	TLegend *leg = allsamples.allbglegend();
2099	+	hdata->Draw();
2100	+	smc.Draw("histo,same");
2101	+	hdata->Draw("same");
2102	+	leg->Draw();
2103	+	DrawPrelim();
2104	+	save_with_ratio_and_sys_band( 0.0, hdata, CollapseStack(smc), kinpad->cd(), saveas+"__DataVsMC", false, false, "data/mc",Systematic );
2105	+
2106	+	delete Systematic;
2107	+	delete hdata;
2108	+	}
2109	+
2110	+
2111	+	delete SysHisto;
2112	+	delete tScaleUp;
2113	+	delete tScaleDown;
2114	+	delete tCentral;
2115	+	delete tMatchingUp;
2116	+	delete tMatchingDown;
2117	+	delete rtScaleUp;
2118	+	delete rtScaleDown;
2119	+	delete rtCentral;
2120	+	delete rtMatchingUp;
2121	+	delete rtMatchingDown;
2122	+	delete QP1;
2123	+	delete infobox;
2124	+	delete infobox2;
2125	+	delete MatchingRatio;
2126	+	delete ScaleRatio;
2127	+	delete leg2;
2128	+	CleanLegends();
2129	+	delete ca;
2130	+	}
2131	+
2132	+	void ProduceMCSystematicPlots() {
2133	+	cout << "Getting ready to produce systematic plots " << endl;
2134	+	TCut cutweightBKP = cutWeight;
2135	+
2136	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor");
2137	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor");
2138	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor");
2139	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor");
2140	+
2141	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE");
2142	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE");
2143	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE_HighMass");
2144	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE_HighMass");
2145	+
2146	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE");
2147	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE");
2148	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE_HighMass");
2149	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE_HighMass");
2150	+	QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_SameFlavor");
2151	+	QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_OppositeFlavor");
2152	+
2153	+
2154	+
2155	+	cout << "Kicking cutWeight  " << (const char*) cutWeight << endl;
2156	+	cout << "Keeping OSSF cut " << (const char*)cutOSSF << endl;
2157	+	cutWeight="1.0";
2158	+
2159	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE__NOPURW");
2160	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE__NOPURW");
2161	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE_HighMass__NOPURW");
2162	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
2163	+
2164	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE__NOPURW");
2165	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE__NOPURW");
2166	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE_HighMass__NOPURW");
2167	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
2168	+
2169	+
2170	+	// --------------------------------------    ***** AACHEN *****      --------------------------------------
2171	+
2172	+	/*
2173	+	cutWeight=cutweightBKP;
2174	+	TCut essentialcutBKP = essentialcut;
2175	+	cout << (const char*) essentialcut << endl;
2176	+
2177	+	essentialcut = TCut((ReplaceAll((const char*)essentialcut,"pt2>20","pt2>10")).c_str());
2178	+	essentialcut = TCut((ReplaceAll((const char*)essentialcut,"abs(eta1)<1.4","abs(eta1)<2.4")).c_str());
2179	+	essentialcut = TCut((ReplaceAll((const char*)essentialcut,"abs(eta2)<1.4","abs(eta2)<2.4")).c_str());
2180	+
2181	+	TCut cutnJetsBKP = cutnJets;
2182	+	cutnJets = TCut((ReplaceAll((const char*)cutnJets,"pt2>20","pt2>10")).c_str());
2183	+	cutnJets = TCut((ReplaceAll((const char*)cutnJets,"pfJetGoodNum40>=3","pfJetGoodNum40>=2")).c_str());
2184	+	cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta2)<1.4","abs(eta2)<2.4")).c_str());
2185	+	cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta1)<1.4","abs(eta1)<2.4")).c_str());
2186	+
2187	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor");
2188	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor");
2189	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor");
2190	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor");
2191	+
2192	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE");
2193	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE");
2194	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE_HighMass");
2195	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE_HighMass");
2196	+
2197	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE");
2198	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE");
2199	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE_HighMass");
2200	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE_HighMass");
2201	+	QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/Aachen_SameFlavor");
2202	+	QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/Aachen_OppositeFlavor");
2203	+
2204	+
2205	+
2206	+	cout << "Kicking cutWeight  " << (const char*) cutWeight << endl;
2207	+	cout << "Keeping OSSF cut " << (const char*)cutOSSF << endl;
2208	+	cutWeight="1.0";
2209	+
2210	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE__NOPURW");
2211	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE__NOPURW");
2212	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE_HighMass__NOPURW");
2213	+	QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
2214	+
2215	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE__NOPURW");
2216	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE__NOPURW");
2217	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE_HighMass__NOPURW");
2218	+	QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
2219	+
2220	+	cutnJets  = cutnJetsBKP;
2221	+	cutWeight = cutweightBKP;
2222	+	essentialcut = essentialcutBKP;
2223	+	*/
2224	+	write_error(__FUNCTION__,"Still need to add systematic shape");assert(0);
2225	+	}
2226	+
2227	+	void MakeTauPlot(string label, TCut pcut, string filename, bool TauOnly) {
2228	+	TCut cut=pcut&&basiccut;
2229	+	string variable="mll";
2230	+	string xlabel="m_{ll} [GeV]";
2231	+	int nbins=40;
2232	+	float min=0;
2233	+	float max=200;
2234	+
2235	+	TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
2236	+	TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cut&&cutOSSF,data,luminosity);
2237	+	TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cut&&cutOSOF,data,luminosity);
2238	+	TH1F *tauSF = allsamples.Draw("tauSF",variable,nbins,min,max, xlabel, "events",cut&&cutOSSF,data,luminosity,systsamples.FindSample("DYToTauTau"));
2239	+	TH1F *tauOF = allsamples.Draw("tauOF",variable,nbins,min,max, xlabel, "events",cut&&cutOSOF,data,luminosity,systsamples.FindSample("DYToTauTau"));
2240	+	datahistoSF->SetMarkerSize(DataMarkerSize);
2241	+	datahistoSF->SetMaximum(1.3*datahistoSF->GetMaximum());
2242	+	datahistoOF->SetMarkerSize(DataMarkerSize);
2243	+	datahistoOF->SetMaximum(1.3*datahistoOF->GetMaximum());
2244	+
2245	+	THStack mcstackSF   = allsamples.DrawStack("mcstackSF",  variable,nbins,min,max,xlabel,"events",cut&&cutOSSF,mc,luminosity);
2246	+	THStack mcstackOF   = allsamples.DrawStack("mcstackOF",  variable,nbins,min,max,xlabel,"events",cut&&cutOSOF,mc,luminosity);
2247	+	datahistoSF->Draw("e1");
2248	+	ckin->Update();
2249	+	mcstackSF.Draw("histo,same");
2250	+
2251	+	datahistoSF->Draw("same,e1");
2252	+	TLegend *kinleg = allsamples.allbglegend();
2253	+	kinleg->Draw();
2254	+
2255	+	TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
2256	+	kinpad->cd();
2257	+	datahistoSF->Draw("e1");
2258	+	mcstackSF.Draw("histo,same");
2259	+	datahistoSF->Draw("same,e1");
2260	+	datahistoSF->Draw("same,axis");
2261	+	kinleg->Draw();
2262	+	DrawPrelim();
2263	+	Save_With_Ratio(datahistoSF,mcstackSF,kinpad->cd(),filename+"__SF_mc");
2264	+
2265	+	kinpad->cd();
2266	+	datahistoOF->Draw("e1");
2267	+	mcstackOF.Draw("histo,same");
2268	+	datahistoOF->Draw("same,e1");
2269	+	datahistoOF->Draw("same,axis");
2270	+	kinleg->Draw();
2271	+	DrawPrelim();
2272	+	Save_With_Ratio(datahistoOF,mcstackOF,kinpad->cd(),filename+"__OF_mc");
2273	+
2274	+	kinpad->cd();
2275	+	tauSF->Draw("e1");
2276	+	tauOF->Draw("histo,same");
2277	+	tauSF->Draw("e1,same");
2278	+	TLegend *legtau = make_legend();
2279	+	legtau->AddEntry(tauSF,"DY->#tau#tau, SF","p");
2280	+	legtau->AddEntry(tauSF,"DY->#tau#tau, OF","l");
2281	+	legtau->Draw();
2282	+	DrawPrelim();
2283	+	Save_With_Ratio(tauSF,tauOF,kinpad->cd(),filename+"__Tau_SF_vs_OF");
2284	+
2285	+	delete datahistoSF;
2286	+	delete datahistoOF;
2287	+	delete tauSF;
2288	+	delete tauOF;
2289	+	delete kinpad;
2290	+	delete ckin;
2291	+	CleanLegends();
2292	+	}
2293	+
2294	+
2295	+	void TauQuestion() {
2296	+	//   MakeTauPlot("MET>100 GeV, #geq 3 jets",cutnJets&&TCut("met[4]>100"),"TauQ/MET100_3Jets",true);
2297	+	//   MakeTauPlot("MET>100 GeV",TCut("met[4]>100"),"TauQ/MET100",true);
2298	+	//   MakeTauPlot("MET>0 GeV",TCut("met[4]>0"),"TauQ/MET0",true);
2299	+	MakeTauPlot("b-tag veto, 50<MET<100",TCut("pfJetGoodNumBtag30==0&&met[4]>50&&met[4]<100"),"TauQ/ControlPlots",false);
2300	+	}
2301	+
2302	+	void ProduceOFSFPlots(string mcjzb, string datajzb, bool isAachen) {
2303	+	string BaseMetCut="met[4]>100";
2304	+	string Prefix="ETH/";
2305	+	if(isAachen) {
2306	+	BaseMetCut="met[4]>150";
2307	+	Prefix="Aachen/";
2308	+	}
2309	+
2310	+	//       make_OFSF_plots("met[4]",  BaseMetCut, 30, 100., 400., true, "E_{T}^{miss}", Prefix+"MET",1500);
2311	+	//      make_OFSF_plots("pfJetGoodNumBtag30", BaseMetCut, 6, -0.5, 5.5, true, "N_{b-jets}", Prefix+"nbjets",5000);
2312	+	make_OFSF_plots("max(eta1,eta2)", BaseMetCut, 20, -2.4, 2.4, true, "max(#eta_{l1},#eta_{l2})", Prefix+"MaxEta",-1);
2313	+	//       make_OFSF_plots("st", BaseMetCut, 20, 0, 2000., false, "#tilde{S}_{T}", Prefix+"FrankT",120);
2314	+	//       make_OFSF_plots("pt1+pt2+met[4]+Sum$(pfJetGoodPt)", BaseMetCut, 20, 0, 2000., false, "#tilde{S}_{T}", Prefix+"POOR_FrankT",120);
2315	+
2316	+
2317	+	//       make_OFSF_plots("mt2j", BaseMetCut, 35, 0, 700., false, "M_{T2J}", Prefix+"MT2J");
2318	+	//
2319	+	//       make_OFSF_plots("ml1b", BaseMetCut, 20, 0, 800., false, "m_{l_{1}b}", Prefix+"ML1B");
2320	+	//       make_OFSF_plots("ml2b", BaseMetCut, 20, 0, 400., false, "m_{l_{2}b}", Prefix+"ML2B");
2321	+	//       make_OFSF_plots("min(ml1b,ml2b)", BaseMetCut, 20, 0, 400., false, "m_{lb}", Prefix+"MLB");
2322	+	//
2323	+	//       make_OFSF_plots(datajzb, BaseMetCut, 55, -100, 450., false, "JZB", Prefix+"JZB_In_Signal_Region");
2324	+	//       make_OFSF_plots("mt2", BaseMetCut, 15, 0, 150., false, "M_{T2}", Prefix+"MT2");
2325	+	//       make_OFSF_plots("d2", BaseMetCut, 20, 0, 200., true, "D2", Prefix+"D2");
2326	+	make_OFSF_plots("pfJetGoodNum40", BaseMetCut, 10, -0.5, 9.5, true, "N_{jets}", Prefix+"nJets");
2327	+	//
2328	+	//       make_OFSF_plots("mll", BaseMetCut, 60, 20., 320., false, "m_{ll}", Prefix+"mll");
2329	+	//       make_OFSF_plots("leptonNum", BaseMetCut, 3, 2, 5., false, "N(leptons)", Prefix+"NLeptons");
2330	+	//
2331	+	//       make_OFSF_plots("pfJetGoodNum40", BaseMetCut,                        7, 3, 10, true, "#(jets)", Prefix+"njets");
2332	+	//       make_OFSF_plots("pfJetGoodNum40", BaseMetCut+"&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", Prefix+"njets_btagVeto");
2333	+	//       make_OFSF_plots("pfJetGoodNum40", BaseMetCut"&&pfJetGoodNumBtag30>0",  7, 3, 10, true, "#(jets)", Prefix+"njets_AtLeastOneBJet30");
2334	+	//
2335	+	//       make_OFSF_plots("pfJetGoodPtBtag[0]", BaseMetCut+"&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", Prefix+"ptb1");
2336	+	make_OFSF_plots("pfJetGoodPt",  BaseMetCut, 30, 0., 400., true, "p_{T}^{J}", Prefix+"ptJet");
2337	+	//
2338	+	//       make_OFSF_plots("iso1", BaseMetCut, 20, 0, 0.3, true, "lepton 1 isolation", Prefix+"iso1");
2339	+	//       make_OFSF_plots("iso2", BaseMetCut, 20, 0, 0.3, true, "lepton 2 isolation", Prefix+"iso2");
2340	+	make_OFSF_plots("pt",  BaseMetCut, 30, 0., 300., true, "p_{ll}", Prefix+"pt");
2341	+	make_OFSF_plots("pt1",  BaseMetCut, 30, 0., 300., true, "p_{T,1}", Prefix+"pt1");
2342	+	make_OFSF_plots("pt2",  BaseMetCut, 22, 0., 220., true, "p_{T,2}", Prefix+"pt2");
2343	+	//       make_OFSF_plots("eta1", BaseMetCut, 10, -2.5, 2.5, false, "#eta_{1}", Prefix+"eta1", -1, 0.15);
2344	+	//      make_OFSF_plots("eta2", BaseMetCut, 10, -2.5, 2.5, false, "#eta_{2}", Prefix+"eta2", -1, 0.15);
2345	+	//      make_OFSF_plots("phi1", BaseMetCut, 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", Prefix+"phi1", -1, 0.2);
2346	+	//      make_OFSF_plots("phi2", BaseMetCut, 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", Prefix+"phi2", -1, 0.2);
2347	+	//      make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", BaseMetCut, 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", Prefix+"jpt1pt2", -1, 0.2);
2348	+	make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", Prefix+"dphij1met", -1, 0.2);
2349	+
2350	+	//      make_OFSF_plots("TMath::Abs(dphi)", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", Prefix+"dphi", -1, 0.2);
2351	+	//      make_OFSF_plots("TMath::Abs(dphiMet1)", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", Prefix+"dphiMet1", -1, 0.2);
2352	+	//      make_OFSF_plots("TMath::Abs(dphiMet2)", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", Prefix+"dphiMet2", -1, 0.2);
2353	+	//      make_OFSF_plots("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", BaseMetCut, 16, 0, 3.2, false, "Min(|#Delta#phi(l,MET)|)", Prefix+"dphilc");
2354	+	//      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");
2355	+	//      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");
2356	+	//      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");
2357	+
2358	+	}
2359	+
2360	+	void ProduceOFSFPlots(string mcjzb, string datajzb) {
2361	+
2362	+
2363	+	//FIRST : ETH SELECTION
2364	+	ProduceOFSFPlots(mcjzb,datajzb,0); // this is the ETH selection
2365	+
2366	+	string backup_cutnJets = (const char*)cutnJets;
2367	+	cutnJets = ReplaceInCut(cutnJets,"pfJetGoodNum40>=3","pfJetGoodNum40>=2");
2368	+	cutnJets = ReplaceInCut(cutnJets,"1.4","2.4");
2369	+
2370	+	string backup_basiccut = (const char*)basiccut;
2371	+	basiccut = ReplaceInCut(basiccut,"1.4","2.4");
2372	+
2373	+	string backup_essential = (const char*) essentialcut;
2374	+	essentialcut = ReplaceInCut(essentialcut,"1.4","2.4");
2375	+
2376	+	ProduceOFSFPlots(mcjzb,datajzb,1); // this is the Aachen selection
2377	+
2378	+	cutnJets     = TCut(backup_cutnJets.c_str());
2379	+	basiccut     = TCut(backup_basiccut.c_str());
2380	+	essentialcut = TCut(backup_essential.c_str());
2381	+	}
2382	+
2383	+
2384		void do_kinematic_plots(string mcjzb, string datajzb, bool doPF=false)
2385		{
2386		//  switch_overunderflow(true);
#	Line 1251 | Line 2388 | void do_kinematic_plots(string mcjzb, st
2388		bool nolog=false;
2389
2390		bool doOFSF = false;
2391	<	bool doKin  = true;
2391	>	bool doKin  = false;
2392		bool doDataComp = false;
2393		bool MakeTwoThreeJetComparison = false;
2394
#	Line 1265 | Line 2402 | void do_kinematic_plots(string mcjzb, st
2402		}
2403
2404		if(MakeTwoThreeJetComparison) MakeElegantTwoThreeComparisons();
2405	+
2406	+	//TauQuestion();
2407
2408	<	if ( doOFSF ) {
2409	<	make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll");
2410	<
2411	<	//      make_OFSF_plots("pfJetGoodNum40", "met[4]>100",                        7, 3, 10, true, "#(jets)", "njets");
2412	<	//      make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", "njets_btagVeto");
2413	<	//      make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30>0",  7, 3, 10, true, "#(jets)", "njets_AtLeastOneBJet30");
1275	<
1276	<	//      make_OFSF_plots("pfJetGoodNumBtag30", "met[4]>100", 5, 0, 5, true, "#(b-jets)", "nbjets");
1277	<	//      make_OFSF_plots("pfJetGoodPtBtag[0]", "met[4]>100&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", "ptb1");
1278	<
1279	<	//     make_OFSF_plots("iso1", "met[4]>100", 20, 0, 0.3, true, "lepton 1 isolation", "iso1");
1280	<	//     make_OFSF_plots("iso2", "met[4]>100", 20, 0, 0.3, true, "lepton 2 isolation", "iso2");
1281	<	//  make_OFSF_plots("pt1",  "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1");
1282	<	//  make_OFSF_plots("pt2",  "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2");
1283	<	//     make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", 0.15);
1284	<	//     make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", 0.15);
1285	<	//  make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", 0.2);
1286	<	//  make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", 0.2);
1287	<	//     make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", 0.2);
1288	<	make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", "dphij1met", 0.2);
1289	<	//    make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", "dphi", 0.2);
1290	<	//    make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", "dphiMet1", 0.2);
1291	<	//    make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", "dphiMet2", 0.2);
1292	<	//    make_OFSF_plots("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", "met[4]>100", 16, 0, 3.2, false, "Min(|#Delta#phi(l,MET)|)", "dphilc");
1293	<	//    make_OFSF_plots("TMath::Min(TMath::Abs(pfJetDphiMet[0]), TMath::Min(TMath::Abs(pfJetDphiMet[1]), TMath::Abs(pfJetDphiMet[2])))", "met[4]>100", 16, 0, 3.2, false, "Min(|#Delta#phi(jet,MET)|)", "dphijc");
1294	<	//    make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(dphiMet1)), (TMath::Pi() - TMath::Abs(dphiMet2)))", "met[4]>100", 16, 0, 3.2, false, "Min(#pi - |#Delta#phi(l,MET)|)", "dphilco");
1295	<	//    make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(pfJetDphiMet[0])), TMath::Min( (TMath::Pi()-TMath::Abs(pfJetDphiMet[1])), (TMath::Pi() - TMath::Abs(pfJetDphiMet[2]))))", "met[4]>100", 16, 0, 3.2, false, "Min(#pi - |#Delta#phi(jet,MET)|)", "dphijco");
1296	<	}
2408	>	//ProduceJanPlots();
2409	>	//ProduceMCSystematicPlots();
2410	>	//assert(0);
2411	>	//  make_plain_kin_plot("pt",Cut2Str(cutOSSF&&TCut("mll>20&&pfJetGoodNumBtag30>=2")),40,0,200,nolog,"Z p_{T}","PlotForKostas",doPF,true);
2412	>
2413	>	if ( doOFSF ) ProduceOFSFPlots(mcjzb,datajzb);
2414
2415		if ( doDataComp) {
2416		TCut mllCut("");
#	Line 1309 | Line 2426 | void do_kinematic_plots(string mcjzb, st
2426
2427		TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
2428
2429	<	/*    make_data_comparison_plot("numVtx", "",40, -0.5, 39.5,-1., true, "N(Vertices)", "numVtx");
2429	>	make_data_comparison_plot("numVtx", "",40, -0.5, 39.5,-1., true, "N(Vertices)", "numVtx");
2430		make_data_comparison_plot("pfJetGoodEta[0]", "",50, -3.0, 3.0,-1., true, "N(Jets)", "pfJetGoodEta0");
2431
2432
#	Line 1320 | Line 2437 | void do_kinematic_plots(string mcjzb, st
2437		make_data_comparison_plot("met[1]", cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_inclusive");
2438
2439		make_data_comparison_plot("met[4]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_exclusive");
2440	<	//    make_data_comparison_plot("met[1]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_exclusive");
2440	>	make_data_comparison_plot("met[1]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_exclusive");
2441		make_data_comparison_plot("met[4]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_exclusive");
2442	<	//    make_data_comparison_plot("met[1]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_exclusive");
2443	<	*/
2442	>	make_data_comparison_plot("met[1]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_exclusive");
2443	>
2444
2445		string basiccutsaved = (const char*)basiccut;
2446
#	Line 1335 | Line 2452 | void do_kinematic_plots(string mcjzb, st
2452		newbasiccut.replace( found, string( "pt2>20" ).length(), "pt2>10" );
2453		found = newbasiccut.find( "pt2>20" );
2454		}
2455	<	//    basiccut=TCut(newbasiccut.c_str());
2456	<	//    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSSF,60, 0., 300.,-1., false, "mll", "mll_SF_Aachen_pt2010_met");
2457	<	//    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSOF,60, 0., 300.,-1., false, "mll", "mll_OF_Aachen_pt2010_met");
2458	<	//    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_Aachen_pt2010_t1cpfmet");
2459	<	//    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_Aachen_pt2010_t1cpfmet");
2460	<	//    basiccut=TCut(basiccutsaved.c_str());
2461	<
2462	<	//     make_data_comparison_plot("pfJetGoodNum40", cutOSSF, 8, 0., 8.,-1., true, "#(jets)", "njets_SF");
2463	<	//     make_data_comparison_plot("pfJetGoodNum40", cutOSOF, 8, 0., 8.,-1., true, "#(jets)", "njets_OF");
2464	<
2465	<	//     make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_met");
2466	<	//     make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_met");
2467	<	//     make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_t1cpfmet");
2468	<	//     make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_t1cpfmet");
2469	<
2470	<
2471	<	/*     make_data_comparison_plot("mll", cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive");
2472	<	make_data_comparison_plot("mll", cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_ee");
2473	<	make_data_comparison_plot("mll", cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_mm");
2474	<	make_data_comparison_plot("mll", cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_inclusive");
2455	>	basiccut=TCut(newbasiccut.c_str());
2456	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSSF,60, 0., 300.,-1., false, "mll", "mll_SF_Aachen_pt2010_met");
2457	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSOF,60, 0., 300.,-1., false, "mll", "mll_OF_Aachen_pt2010_met");
2458	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_Aachen_pt2010_t1cpfmet");
2459	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_Aachen_pt2010_t1cpfmet");
2460	>	basiccut=TCut(basiccutsaved.c_str());
2461	>
2462	>	make_data_comparison_plot("pfJetGoodNum40", cutOSSF, 8, 0., 8.,-1., true, "#(jets)", "njets_SF");
2463	>	make_data_comparison_plot("pfJetGoodNum40", cutOSOF, 8, 0., 8.,-1., true, "#(jets)", "njets_OF");
2464	>
2465	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_met");
2466	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_met");
2467	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_t1cpfmet");
2468	>	make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_t1cpfmet");
2469	>
2470	>
2471	>	make_data_comparison_plot("mll", cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive");
2472	>	make_data_comparison_plot("mll", cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_ee");
2473	>	make_data_comparison_plot("mll", cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_mm");
2474	>	make_data_comparison_plot("mll", cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_inclusive");
2475		make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_ee");
2476		make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_mm");
2477		make_data_comparison_plot("mll", cutnJets&&cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive");
2478		make_data_comparison_plot("mll", cutnJets&&cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_exclusive");
2479	<	*/
2479	>
2480		make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig");
2481		make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
2482
#	Line 1372 | Line 2489 | void do_kinematic_plots(string mcjzb, st
2489		make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
2490		make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_AtLeastOneBJet");
2491
2492	<	/*
2492	>
2493		make_data_comparison_plot("mll", mllCut&&cutOSOF&&cutSignal, massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
2494		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");
2495		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");
#	Line 1381 | Line 2498 | void do_kinematic_plots(string mcjzb, st
2498		make_data_comparison_plot("pfJetGoodNum40", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_OF_sig");
2499		make_data_comparison_plot("pfJetGoodNumBtag30", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_SF_sig");
2500		make_data_comparison_plot("pfJetGoodNumBtag30", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_OF_sig");
2501	<	*/
2501	>
2502		}
2503
2504
2505		if ( doKin ) {
2506		string mllCut("");
2507	+	/*
2508	+	make_plain_kin_plot("mll",Cut2Str(cutOSSF&&TCut("mll>20")),56,20,300,dolog,"m_{ll}","NoPreselection/mll_SF",doPF,true);
2509	+	make_plain_kin_plot("mll",Cut2Str(cutOSOF&&TCut("mll>20")),56,20,300,dolog,"m_{ll}","NoPreselection/mll_OF",doPF,true);
2510	+
2511	+	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&TCut("mll>20")),80,0,400,dolog,"E_{T}^{miss}","NoPreselection/met_SF",doPF,true);
2512	+	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>20")),80,0,400,dolog,"E_{T}^{miss}","NoPreselection/met_OF",doPF,true);
2513	+
2514	+	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&TCut("mll>20")),20,0,800,dolog,"H_{T}","NoPreselection/HT_SF",doPF,true);
2515	+	make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&TCut("mll>20")),20,0,800,dolog,"H_{T}","NoPreselection/HT_OF",doPF,true);
2516
2517	+	make_plain_kin_plot("pfJetGoodNum40",Cut2Str(cutOSSF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{jets}","NoPreselection/NJets_SF",doPF,true);
2518	+	make_plain_kin_plot("pfJetGoodNum40",Cut2Str(cutOSOF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{jets}","NoPreselection/NJets_OF",doPF,true);
2519
2520	<	/*
2520	>	make_plain_kin_plot("pfJetGoodNumBtag30",Cut2Str(cutOSSF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{btags}","NoPreselection/NBTags_SF",doPF,true);
2521	>	make_plain_kin_plot("pfJetGoodNumBtag30",Cut2Str(cutOSOF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{btags}","NoPreselection/NBTags_OF",doPF,true);
2522	>
2523	>	make_plain_kin_plot("pt1",Cut2Str(cutOSSF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{1}","NoPreselection/Pt1_SF",doPF,true);
2524	>	make_plain_kin_plot("pt1",Cut2Str(cutOSOF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{1}","NoPreselection/Pt1_OF",doPF,true);
2525	>
2526	>	make_plain_kin_plot("pt2",Cut2Str(cutOSSF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{2}","NoPreselection/Pt2_SF",doPF,true);
2527	>	make_plain_kin_plot("pt2",Cut2Str(cutOSOF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{2}","NoPreselection/Pt2_OF",doPF,true);
2528	>
2529	>
2530	>	assert(0);
2531	>	make_plain_kin_plot("mll",Cut2Str(cutOSSF&&TCut("mll>60&&mll<120")),60,60,120,dolog,"m_{ll}","TestingLuminosity_SF",doPF,true);
2532	>	make_plain_kin_plot("mll",Cut2Str(cutOSOF&&TCut("mll>60&&mll<120")),60,60,120,dolog,"m_{ll}","TestingLuminosity_OF",doPF,true);
2533	>
2534		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);
2535		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);
2536		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);
#	Line 1417 | Line 2558 | void do_kinematic_plots(string mcjzb, st
2558		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);
2559		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);
2560
2561	<	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_SF_20to70",doPF,true);
2562	<	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_OF_20to70",doPF,true);
1422	<
1423	<	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_SF_above120",doPF,true);
1424	<	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_OF_above120",doPF,true);*/
1425	<
1426	<	/*     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);
1427	<	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);
1428	<
1429	<	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);
1430	<	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);
1431	<	*/
2561	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_SF_20to70",doPF,true);
2562	>	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_OF_20to70",doPF,true);
2563
2564	+	make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_SF_above120",doPF,true);
2565	+	make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_OF_above120",doPF,true);
2566
2567	+	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);
2568	+	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);
2569
2570	<
2571	<
1437	<
1438	<
1439	<	//      make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
1440	<	//      make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
1441	<	// Plots in signal region
1442	<	//     make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
1443	<
2570	>	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);
2571	>	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);
2572
1445	–
1446	–
1447	–
1448	–	make_kin_plot("MetFactor","",20,0,2,nolog,"MetFactor","MetFactor",doPF,true);
2573
2574	<	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");
2575	<
2576	<	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_30to70_0j");
2577	<	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_30to70_1j");
1454	<	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_30to70_2j");
1455	<	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_30to70_3j");
1456	<
1457	<	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_Z_0j");
1458	<	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_Z_1j");
1459	<	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_Z_2j");
1460	<	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_Z_3j");
1461	<
1462	<
1463	<	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll");
1464	<	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==0"),dolog,"m_{ll} [GeV]","kinSys/mll_ee");
1465	<	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==1"),dolog,"m_{ll} [GeV]","kinSys/mll_mm");
1466	<	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_osof");
2574	>	make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
2575	>	make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
2576	>	// Plots in signal region
2577	>	make_kin_plot("met[4]","",70,0,350,dolog,"#slash{E}_{T} [GeV]","met",doPF,true);
2578
1468	–	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive");
1469	–	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive_osof");
2579
2580	<	DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSSF,dolog,"nJets","kinSys/nJets_ossf");
1472	<	DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSOF,dolog,"nJets","kinSys/nJets_osof");
2580	>	make_kin_plot("MetFactor","",20,0,2,nolog,"MetFactor","MetFactor",doPF,true);
2581
2582	<	DoMCSystPlot("pfJetGoodPt[0]/pfJetGoodPt[1]",45,1,10,cutnJets&&cutOSSF,dolog,"p_{T}^{J1} / p_{T}^{J2}","kinSys/j1j2ratio");
2583	<	DoMCSystPlot("TMath::Abs(pfJetDphiMet[0])",32,0,3.2,cutnJets&&cutOSSF,dolog,"|#Delta#phi(jet1,MET)|","kinSys/dphiJ1MET");
2582	>	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");
2583	>	/*
2584	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_30to70_0j");
2585	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_30to70_1j");
2586	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_30to70_2j");
2587	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_30to70_3j");
2588	>
2589	>	DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_SF_30to70_0j");
2590	>	DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_SF_30to70_1j");
2591	>	DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_SF_30to70_2j");
2592	>	DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_SF_30to70_3j");
2593	>
2594	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_Z_0j");
2595	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_Z_1j");
2596	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_Z_2j");
2597	>	DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_Z_3j");
2598	>
2599	>
2600	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll");
2601	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==0"),dolog,"m_{ll} [GeV]","kinSys/mll_ee");
2602	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==1"),dolog,"m_{ll} [GeV]","kinSys/mll_mm");
2603	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_osof");
2604
2605	<	DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSSF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_SFZP");
2606	<	DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSOF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_OFZP");
2605	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive");
2606	>	DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive_osof");
2607
2608	+	DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSSF,dolog,"nJets","kinSys/nJets_ossf");
2609	+	DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSOF,dolog,"nJets","kinSys/nJets_osof");
2610
2611	<
2612	<	make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
2613	<	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);
2614	<	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);
2615	<	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);
2616	<
2617	<	make_kin_plot("pfJetGoodNum40",mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
2618	<	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
2619	<
2620	<	//     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);
2621	<	//     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);
2622	<	//     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);
2623	<	//     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);
2611	>	DoMCSystPlot("pfJetGoodPt[0]/pfJetGoodPt[1]",45,1,10,cutnJets&&cutOSSF,dolog,"p_{T}^{J1} / p_{T}^{J2}","kinSys/j1j2ratio");
2612	>	DoMCSystPlot("TMath::Abs(pfJetDphiMet[0])",32,0,3.2,cutnJets&&cutOSSF,dolog,"|#Delta#phi(jet1,MET)|","kinSys/dphiJ1MET");
2613	>	DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSSF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_SFZP");
2614	>	DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSOF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_OFZP");
2615	>
2616	>	make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
2617	>	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);
2618	>	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);
2619	>	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);
2620	>
2621	>	make_kin_plot("pfJetGoodNum40",mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
2622	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
2623	>
2624	>	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);
2625	>	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);
2626	>	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);
2627	>	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);
2628
2629
2630	<	//     make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets_met100",doPF);
2631	<	//     make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof_met100",doPF);
2630	>	make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets_met100",doPF);
2631	>	make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof_met100",doPF);
2632
2633		// Further inclusive invariant mass plots
2634		make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
2635	<	//     make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
2636	<	//     make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
2635	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
2636	>	make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
2637		make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
2638
2639	<	//make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
2639	>	make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
2640		//if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
2641
2642
2643		// Number of jets
2644		make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
2645		make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
2646	<	//make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
2646	>	make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
2647
2648		// Others
2649		make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
#	Line 1541 | Line 2675 | void do_kinematic_plots(string mcjzb, st
2675
2676		//   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);
2677		//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);
2678	<	//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);
2678	>	//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);*/
2679		}
2680
2681	<	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
2682	<	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
2683	<	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
2684	<	make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
2685	<	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
2686	<	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
2687	<	//   make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
2688	<
2689	<	//   make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
2690	<	//   make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
2691	<
2681	>	int jzbcuts[7]={0,50,80,100,150,200,250};
2682	>	int MCorData[2]={data,mc};
2683	>
2684	>	for(int d=0;d<2;d++) {
2685	>	for(int j=0;j<7;j++) {
2686	>	make_special_obs_pred_mll_plot(datajzb,mcjzb,jzbcuts[j],5.0,MCorData[d]); // 5.0 is the binwidth
2687	>	}
2688	>	}
2689	>
2690	>	/*
2691	>	make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
2692	>	make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
2693	>	*/
2694		switch_overunderflow(false);
2695		}
2696
#	Line 1576 | Line 2712 | void make_comp_plot( string var, string
2712		}
2713
2714		string sRegions[] = { "SFZP","OFZP","SFSB","OFSB" };
2715	+	if(!RestrictToMassPeak) {
2716	+	sRegions[0]="SF";
2717	+	sRegions[1]="OF";
2718	+	}
2719		TCut kRegions[] = { cutOSSF&&cutnJets&&cutmass,     cutOSOF&&cutnJets&&cutmass,
2720		cutOSSF&&cutnJets&&sidebandcut, cutOSOF&&cutnJets&&sidebandcut };
2721
#	Line 1638 | Line 2778 | void region_comparison_plots(string mcjz
2778		make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
2779
2780		make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
2781	<	make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
2781	>	make_comp_plot("met[4]","E_{T}^{miss} [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
2782		make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
2783		make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
2784		make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
#	Line 1670 | Line 2810 | void signal_bg_comparison()
2810
2811		float simulatedlumi=luminosity;//in pb please - adjust to your likings
2812
2813	<	TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/DY"));
2813	>	TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
2814		TH1F *JZBplotLM4;
2815		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"));
2816		else JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM3"));
2817	<	TH1F *JZBplotTtbar = allsamples.Draw("JZBplotTtbar",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("TTJets"));
2817	>	TH1F *JZBplotTtbar = allsamples.Draw("JZBplotTtbar",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("TT_"));
2818
2819		JZBplotTtbar->SetLineColor(allsamples.GetColor("TTJet"));
2820		JZBplotZJETs->SetFillColor(allsamples.GetColor("DY"));
#	Line 1685 | Line 2825 | void signal_bg_comparison()
2825
2826		JZBplotTtbar->SetMaximum(JZBplotZJETs->GetMaximum());
2827		JZBplotTtbar->SetMinimum(0.01);
2828	<	JZBplotTtbar->SetFillColor(allsamples.GetColor("TTJets"));
2828	>	JZBplotTtbar->SetFillColor(allsamples.GetColor("TT_"));
2829		JZBplotTtbar->DrawClone("histo");
2830		JZBplotZJETs->Draw("histo,same");
2831		JZBplotTtbar->SetFillColor(0);
2832		JZBplotTtbar->DrawClone("histo,same");
2833	<	JZBplotTtbar->SetFillColor(allsamples.GetColor("TTJets"));
2833	>	JZBplotTtbar->SetFillColor(allsamples.GetColor("TT_"));
2834		JZBplotLM4->Draw("histo,same");
2835
2836
#	Line 1728 | Line 2868 | void signal_bg_comparison()
2868		// Draw all plots overlaid
2869		JZBplotTtbar->SetMaximum(JZBplotZJETs->GetMaximum());
2870		JZBplotTtbar->SetMinimum(0.01);
2871	<	JZBplotTtbar->SetFillColor(allsamples.GetColor("TTJets"));
2871	>	JZBplotTtbar->SetFillColor(allsamples.GetColor("TT_"));
2872		JZBplotTtbar->DrawClone("histo");
2873		JZBplotZJETs->Draw("histo,same");
2874		JZBplotTtbar->SetFillColor(0);
2875		JZBplotTtbar->DrawClone("histo,same");
2876	<	JZBplotTtbar->SetFillColor(allsamples.GetColor("TTJets"));
2876	>	JZBplotTtbar->SetFillColor(allsamples.GetColor("TT_"));
2877
2878		JZBplotSMS1->SetLineColor(kRed+1);
2879		JZBplotSMS2->SetLineColor(kBlue+1);
#	Line 1940 | Line 3080 | if you want to start from scratch (witho
3080		return return_functions;
3081		}
3082
3083	<	void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
3083	>	void do_prediction_plot(TCut addcut, string Cname, string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
3084		{
3085
3086		bool is_data=false;
#	Line 1961 | Line 3101 | void do_prediction_plot(string jzb, TCan
3101
3102
3103		TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
3104	<	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3105	<	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3106	<	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3107	<	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3104	>	TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3105	>	TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3106	>	TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3107	>	TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3108
3109		blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
3110		blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
#	Line 1980 | Line 3120 | void do_prediction_plot(string jzb, TCan
3120		TH1F *RcorrJZBeemmNoS;
3121
3122		//these are for the ratio
3123	<	TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3124	<	TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3125	<	TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3126	<	TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3123	>	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);
3124	>	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);
3125	>	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);
3126	>	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);
3127
3128		TH1F *JRcorrJZBSBem;
3129		TH1F *JLcorrJZBSBem;
3130		TH1F *JRcorrJZBSBeemm;
3131		TH1F *JLcorrJZBSBeemm;
3132
3133	<	if(use_data==2 || overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,false);
3133	>	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);
3134
3135
3136		if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3137	<	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3138	<	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3139	<	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3140	<	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3137	>	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3138	>	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3139	>	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3140	>	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3141
3142		//these are for the ratio
3143	<	JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3144	<	JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3145	<	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3146	<	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3143	>	JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3144	>	JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3145	>	JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3146	>	JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3147		}
3148
3149		TH1F *lm4RcorrJZBeemm;
3150	<	if(overlay_signal || use_data == 2 || use_data == 1) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,allsamples.FindSample("LM"));
3150	>	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"));
3151
3152		flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
3153
#	Line 2144 | Line 3284 | void do_prediction_plot(string jzb, TCan
3284
3285		jzbnegative->SetFillColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
3286		jzbnegative->SetLineColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
3287	<	sidebandsemu->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
3288	<	sidebandsemu->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
3287	>	sidebandsemu->SetLineColor(allsamples.GetColor((allsamples.FindSample("TT_"))[0]));
3288	>	sidebandsemu->SetFillColor(allsamples.GetColor((allsamples.FindSample("TT_"))[0]));
3289
3290		THStack predcomposition("predcomposition","prediction composition");
3291		predcomposition.Add(sidebandsemu);
#	Line 2171 | Line 3311 | void do_prediction_plot(string jzb, TCan
3311		//    speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
3312		//     speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3313		speciallegBpred->Draw();
3314	<	save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
3314	>	Save_With_Ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition"+Cname,true,true,"data/pred",BpredSys);
3315	>	delete predcomppad;
3316
3317		TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
3318		specialcanv->SetLogy(1);
#	Line 2237 | Line 3378 | void do_prediction_plot(string jzb, TCan
3378
3379		RcorrJZBeemmNoS->SetLineStyle(2);
3380		legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
3381	<	//       legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
3381	>	legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
3382		legBpred2->Draw();
3383		RcorrJZBeemmNoS->SetLineColor(TColor::GetColor("#61210B"));
3384		RcorrJZBeemmNoS->Draw("histo,same");
#	Line 2250 | Line 3391 | void do_prediction_plot(string jzb, TCan
3391		}
3392
3393
3394	+	Bpredsaveas+="_"+Cname+"_";
3395		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
3396		string ytitle("ratio");
3397		if ( use_data==1 ) ytitle = "data/pred";
3398		//save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
3399	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
3399	>	Save_With_Ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
3400	>
3401	>	delete kinpad;
3402
3403
3404
#	Line 2296 | Line 3440 | void do_prediction_plot(string jzb, TCan
3440		if(use_data==1)
3441		{
3442		legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
3443	<	legBpredc->AddEntry(Bpredem,"OFZP","l");
3444	<	legBpredc->AddEntry(BpredSBem,"OFSB","l");
3445	<	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
3443	>	if(RestrictToMassPeak) {
3444	>	legBpredc->AddEntry(Bpredem,"OFZP","l");
3445	>	legBpredc->AddEntry(BpredSBem,"OFSB","l");
3446	>	legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
3447	>	} else legBpredc->AddEntry(Bpredem,"OF","l");
3448	>
3449	>
3450		legBpredc->Draw();
3451		CompleteSave(globalcanvas,subdir+"Bpred_Data_comparison");
3452		}
3453		if(use_data==0) {
3454		legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
3455	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
3456	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
3457	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
3455	>	if(RestrictToMassPeak) {
3456	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
3457	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
3458	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
3459	>	} else legBpredc->AddEntry(Bpredem,"MC OF","l");
3460	>
3461		legBpredc->Draw();
3462		CompleteSave(globalcanvas,subdir+"Bpred_MC_comparison");
3463		}
3464		if(use_data==2) {
3465		legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
3466	<	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
3467	<	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
3468	<	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
3466	>	if(RestrictToMassPeak) {
3467	>	legBpredc->AddEntry(Bpredem,"MC OFZP","l");
3468	>	legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
3469	>	legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
3470	>	} else {
3471	>	legBpredc->AddEntry(Bpredem,"MC OF","l");
3472	>	}
3473		//       if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3474		legBpredc->Draw();
3475		CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
3476		}
3477		}
3478
2324	–	TFile *f = new TFile("tester.root","RECREATE");
2325	–	RcorrJZBeemm->Write();
2326	–	Bpred->Write();
2327	–	f->Close();
2328	–
3479		delete RcorrJZBeemm;
3480		delete LcorrJZBeemm;
3481		delete RcorrJZBem;
#	Line 2355 | Line 3505 | void do_prediction_plot(string jzb, TCan
3505
3506		void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
3507		switch_overunderflow(true);
3508	+
3509	+	TCut cuts[3] = {TCut("mll>0"),Restrmasscut,TCut("mll>20&&mll<70")};
3510	+	string cutnames[3] = {"NoMassCut","ZWindow","LowMassRegion2070"};
3511	+
3512		TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
3513	<	do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
3514	<	if ( !PlottingSetup::Approved ) {
3515	<	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
3516	<	do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
3517	<	} else {
3518	<	write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
3513	>	for(int i=0;i<3;i++) {
3514	>	do_prediction_plot(cuts[i],cutnames[i],datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
3515	>	if ( !PlottingSetup::Approved ) {
3516	>	do_prediction_plot(cuts[i],cutnames[i],mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
3517	>	do_prediction_plot(cuts[i],cutnames[i],mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
3518	>	} else {
3519	>	write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
3520	>	}
3521		}
3522	+
3523		delete globalcanvas;
3524		switch_overunderflow(false);
3525		}
#	Line 2387 | Line 3544 | void lepton_comparison_plots() {
3544		Float_t ymin = 1.e-5, ymax = 0.25;
3545		TCanvas *can = new TCanvas("can","Lepton Comparison Canvas");
3546		can->SetLogy(1);
3547	<	TH1F *eemc = allsamples.Draw("eemc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("/DY"));
3548	<	TH1F *mmmc = allsamples.Draw("mmmc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("/DY"));
3547	>	TH1F *eemc = allsamples.Draw("eemc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("DYJetsToLL"));
3548	>	TH1F *mmmc = allsamples.Draw("mmmc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("DYJetsToLL"));
3549		eemc->SetLineColor(kBlue);
3550		mmmc->SetLineColor(kRed);
3551		eemc->SetMinimum(0.1);
#	Line 2451 | Line 3608 | void lepton_comparison_plots() {
3608		eemmlegend->AddEntry(jmmd,"#mu#mu","l");
3609		eemmlegend->Draw();
3610		DrawPrelim();
3611	<	save_with_ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
3611	>	Save_With_Ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
3612
3613	<	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"));
3614	<	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"));
3615	<	TH1F *zjeemmd = allsamples.Draw("zjeemmd",jzbvariablemc,int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,            mc,  luminosity,allsamples.FindSample("/DY"));
3613	>	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"));
3614	>	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"));
3615	>	TH1F *zjeemmd = allsamples.Draw("zjeemmd",jzbvariablemc,int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,            mc,  luminosity,allsamples.FindSample("DYJetsToLL"));
3616		dout << "Z+Jets ee : " << zjeed->GetMean() << "+/-" << zjeed->GetMeanError() << endl;
3617		dout << "Z+Jets ee : " << zjmmd->GetMean() << "+/-" << zjmmd->GetMeanError() << endl;
3618		dout << "Z+Jets eemd : " << zjeemmd->GetMean() << "+/-" << zjeemmd->GetMeanError() << endl;
#	Line 2574 | Line 3731 | void draw_pure_jzb_histo(TCut cut,string
3731		TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
3732		writeline1->SetTextSize(0.035);
3733		writeline1->Draw();
3734	<	if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
3735	<	else save_with_ratio(datahisto,mcstack,jzbpad->cd(),savename);
3734	>	if(!Contains(savename,"Dibosons")) Save_With_Ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
3735	>	else Save_With_Ratio(datahisto,mcstack,jzbpad->cd(),savename);
3736		TPad *jzbpad2 = new TPad("jzbpad2","jzbpad2",0,0,1,1);
3737		jzbpad2->cd();
3738		jzbpad2->SetLogy(1);
#	Line 2590 | Line 3747 | void draw_pure_jzb_histo(TCut cut,string
3747		writeline1->SetTextSize(0.035);
3748		writeline1->Draw();
3749		DrawPrelim();
3750	<	if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
3751	<	else save_with_ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
3750	>	if(!Contains(savename,"Dibosons")) Save_With_Ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
3751	>	else Save_With_Ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
3752		datahisto->Delete();
3753		mcstack.Delete();
3754		}
#	Line 2659 | Line 3816 | void diboson_plots(string mcjzb, string
3816		TCanvas *gloca = new TCanvas("gloca","gloca");
3817
3818		dout << "Going to produce prediction plots" << endl;
3819	<	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
3820	<	do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
3819	>	do_prediction_plot(TCut("mll>0"),"",mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
3820	>	do_prediction_plot(TCut("mll>0"),"",mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
3821		delete gloca;
3822
3823		dout << "Going to reset the cross section for diboson samples ... " << endl;
#	Line 2699 | Line 3856 | void draw_normalized_data_vs_data_histo(
3856		leg->AddEntry(datahisto2,legentry2.c_str());
3857		leg->Draw();
3858
3859	<	save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
3859	>	Save_With_Ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
3860
3861		datahisto1->Delete();
3862		datahisto2->Delete();
#	Line 2788 | Line 3945 | string jzb_tex_command(string region, st
3945		//  \SFZPJZBPOS
3946		//  Sample &  \OFZPJZBPOS  & \OFZPJZBNEG &  \SFZPJZBPOS & \SFZPJZBNEG & \OFSBJZBPOS  & \OFSBJZBNEG  & \SFSBJZBPOS  & \SFSBJZBNEG  \\\hline
3947
3948	+
3949	+	void compute_Improved_MC_yields(string mcjzb,vector<float> jzb_cuts) {
3950	+	dout << "Calculating background yields in MC:" << endl;
3951	+
3952	+	TCanvas *yica = new TCanvas("yica","yield canvas");
3953	+
3954	+	int nRegions=2;
3955	+	if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
3956	+	string tsRegions[] = {"SFZP","OFZP"};
3957	+	string posneg[] = {"pos","neg"};
3958	+	TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass};
3959	+
3960	+
3961	+
3962	+	for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
3963	+	TCut posJZB = give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos");
3964	+	TCut negJZB = give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg");
3965	+
3966	+	dout << "_________________________________________________________" << endl;
3967	+	dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
3968	+
3969	+
3970	+	THStack *spstack = new THStack(allsamples.DrawStack("spstack","mll<10e6||mll>1",1,0,500,"tester","events",cutOSSF&&cutnJets&&cutmass&&posJZB,mc,luminosity));
3971	+	THStack *snstack = new THStack(allsamples.DrawStack("snstack","mll<10e6||mll>1",1,0,500,"tester","events",cutOSSF&&cutnJets&&cutmass&&negJZB,mc,luminosity));
3972	+	THStack *opstack = new THStack(allsamples.DrawStack("opstack","mll<10e6||mll>1",1,0,500,"tester","events",cutOSOF&&cutnJets&&cutmass&&posJZB,mc,luminosity));
3973	+	THStack *onstack = new THStack(allsamples.DrawStack("onstack","mll<10e6||mll>1",1,0,500,"tester","events",cutOSOF&&cutnJets&&cutmass&&negJZB,mc,luminosity));
3974	+
3975	+
3976	+	vector<pair<string,Value> > obs_yields     = WriteYield(spstack, -10, 10, true);
3977	+	vector<pair<string,Value> > neg_sf_yields  = WriteYield(snstack, -10, 10, true);
3978	+	vector<pair<string,Value> > pos_of_yields  = WriteYield(opstack, -10, 10, true);
3979	+	vector<pair<string,Value> > neg_of_yields  = WriteYield(onstack, -10, 10, true);
3980	+
3981	+	Value TotObs=Value(0,0);
3982	+	Value TotPred=Value(0,0);
3983	+
3984	+	for(int ientry=0;ientry<obs_yields.size();ientry++) {
3985	+	if(Contains(obs_yields[ientry].first,"t_bar_t")) continue; // ttbar
3986	+	if(Contains(obs_yields[ientry].first,"W_Jets")) continue; // W+Jets
3987	+	if(Contains(obs_yields[ientry].first,"WW_")) continue; // WW (fully flavor symmetric)
3988	+	if(Contains(obs_yields[ientry].first,"Single_top")) continue; // Single Top
3989	+	if(Contains(obs_yields[ientry].first,"ee_mumu")) continue; // DY
3990	+	if(Contains(obs_yields[ientry].first,"tau_tau")) continue; // DY
3991	+	Value pred = neg_sf_yields[ientry].second + pos_of_yields[ientry].second - neg_of_yields[ientry].second;
3992	+	Value obs=obs_yields[ientry].second;
3993	+	Value diff=obs-pred;
3994	+	dout << obs_yields[ientry].first << "\t & \t " << obs << " \t & \t " << pred << "\t & \t " << diff << endl;
3995	+	TotObs=TotObs+obs_yields[ientry].second;
3996	+	TotPred=TotPred+pred;
3997	+	}
3998	+
3999	+	float Systematic=sqrt(pow(TotPred.getValue(),2)*0.5*0.5 + pow(TotObs.getValue(),2)*0.5*0.5);
4000	+
4001	+
4002	+	}
4003	+
4004	+	delete yica;
4005	+	}
4006	+
4007		void compute_MC_yields(string mcjzb,vector<float> jzb_cuts) {
4008		dout << "Calculating background yields in MC:" << endl;
4009
#	Line 2883 | Line 4099 | void draw_ttbar_and_zjets_shape_for_one_
4099		TText *titlecenter;
4100		bool frommc=false;
4101		if(frommc) {
4102	<	osof = allsamples.Draw("osof",datajzb,40,-200,200, "JZB [GeV]", "events", massat40&&cutOSSF&&jetcut&&lepcut,mc,luminosity,allsamples.FindSample("TTJets"));
4102	>	osof = allsamples.Draw("osof",datajzb,40,-200,200, "JZB [GeV]", "events", massat40&&cutOSSF&&jetcut&&lepcut,mc,luminosity,allsamples.FindSample("TT_"));
4103		titlecenter = write_title("Extracting ttbar shape (from ossf MC)");
4104		}
4105		else {
#	Line 3100 | Line 4316 | float find_one_correction_factor(string
4316		(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
4317		(allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
4318		}
4319	+
4320		niceresponseplotd->Add(emuResponse,-1);
4321
4322	+	//TF1 *resp_func = new TF1("resp_func","[0]+[1]/x + [2]/pow(x,2)",10,600);
4323	+
4324		niceresponseplotd->SetStats(0);
4325		niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
4326		niceresponseplotd->GetYaxis()->SetTitle("Response");
#	Line 3111 | Line 4330 | float find_one_correction_factor(string
4330		TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
4331		profd->Rebin(2);
4332		profd->SetMarkerSize(DataMarkerSize);
4333	+	//profd->Fit(resp_func,"","same,e1",10,400);
4334		profd->Fit("pol0","","same,e1",100,400);
4335	+	//resp_func->SetLineColor(kBlue);
4336		DrawPrelim();
4337		string stitle="Data";
4338		if(!Contains(FindKeyword,"Data")) stitle="MC";
4339		TText* title = write_text(0.5,0.7,stitle.c_str());
4340		title->SetTextAlign(12);
4341		title->Draw();
4342	+	//  TF1 *datapol=(TF1*)profd->GetFunction("pol0");
4343		TF1 *datapol=(TF1*)profd->GetFunction("pol0");
4344		float correction=datapol->GetParameter(0);
4345	+
4346	+	//  float correction=resp_func->GetParameter(0);
4347		stringstream resstring;
4348		resstring<<"Response: "<<std::setprecision(2)<<100*correction<<" %";
4349		TText* restitle = write_text(0.5,0.65,resstring.str());
#	Line 3140 | Line 4364 | void find_correction_factors(string &jzb
4364		float datacorrection=find_one_correction_factor("Data",true,"","Data");
4365		float mccorrection=find_one_correction_factor("DY",false,"","MC");
4366
4367	<	float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
4367	>	/*  float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
4368		float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
4369
4370		float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
4371		float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
4372	<
4372	>	*/
4373		cout << "Corrections : " << endl;
4374		cout << "   Data : " << datacorrection << endl;
4375	<	cout << "     ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
4375	>	//   cout << "     ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
4376		cout << "   MC : " << mccorrection << endl;
4377	<	cout << "     ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
4377	>	//   cout << "     ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
4378
4379		//Step 2: Processing the result and making it into something useful :-)
4380		stringstream jzbvardatas;
4381	+	/*
4382		jzbvardatas << "(";
4383
4384		if(dataEEcorrection>=1) jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]-" << dataEEcorrection-1 << "*pt))";
#	Line 3169 | Line 4394 | void find_correction_factors(string &jzb
4394
4395		jzbvardatas << ")";
4396		jzbvardata=jzbvardatas.str();
4397	<
4397	>	*/
4398		stringstream jzbvarmcs;
4399	+	/*
4400		jzbvarmcs << "(";
4401	<
4401	>
4402		if(mcEEcorrection>=1) jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]-" << mcEEcorrection-1 << "*pt))";
4403		if(mcEEcorrection<1)  jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-mcEEcorrection << "*pt))";
4404
#	Line 3186 | Line 4412 | void find_correction_factors(string &jzb
4412
4413		jzbvarmcs << ")";
4414		jzbvarmc=jzbvarmcs.str();
4415	<
4415	>	*/
4416	>
4417	>	if(datacorrection>=1) jzbvardatas<<"(jzb[1]-" << datacorrection-1 << "*pt)";
4418	>	if(datacorrection<1)  jzbvardatas<<"(jzb[1]+" << 1-datacorrection << "*pt)";
4419	>
4420	>	if(mccorrection>=1) jzbvarmcs<<"(jzb[1]-" << mccorrection-1 << "*pt)";
4421	>	if(mccorrection<1)  jzbvarmcs<<"(jzb[1]+" << 1-mccorrection << "*pt)";
4422	>
4423	>	jzbvardata = jzbvardatas.str();
4424	>	jzbvarmc = jzbvarmcs.str();
4425	>
4426		dout << "JZB Z pt correction summary : " << endl;
4427		dout << "  Data: The response is " << datacorrection << "  --> jzb variable is now : " << jzbvardata << endl;
4428		dout << "  MC  : The response is " << mccorrection << "  --> jzb variable is now : " << jzbvarmc << endl;
4429
4430		}
4431
4432	<	void pick_up_events(string cut) {
4433	<	dout << "Picking up events with cut " << cut << endl;
3198	<	allsamples.PickUpEvents(cut);
4432	>	void pick_up_events(string cut, string filename, bool QuietMode=false) {
4433	>	allsamples.PickUpEvents(cut,filename,QuietMode);
4434		}
4435
4436		void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
#	Line 3281 | Line 4516 | void draw_all_ttbar_histos(TCanvas *can,
4516		}
4517		}
4518
4519	<	void ttbar_sidebands_comparison(string mcjzb, vector<float> binning, string prestring) {
4519	>	void ttbar_sidebands_comparison(string mcjzb, vector<float> binning, string prestring, TCut cut) {
4520		//in the case of the on peak analysis, we compare the 3 control regions to the real value
4521		//in the case of the OFF peak analysis, we compare our control region to the real value
4522		TCut weightbackup=cutWeight;
4523		switch_overunderflow(true);
4524
4525	<	bool doPURW=false;
4525	>	bool doPURW=true;
4526
4527
4528		if(!doPURW) {
#	Line 3307 | Line 4542 | void ttbar_sidebands_comparison(string m
4542
4543		float simulatedlumi = luminosity; //in pb please - adjust to your likings
4544
4545	<	TH1F *TZem  = systsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4546	<	TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4545	>	TH1F *TZem  = allsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4546	>	TH1F *nTZem = allsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4547		TH1F *TSem;
4548		TH1F *nTSem;
4549	<	TH1F *TZeemm  = systsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4550	<	TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4549	>	TH1F *TZeemm  = allsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4550	>	TH1F *nTZeemm = allsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4551		TH1F *TSeemm;
4552		TH1F *nTSeemm;
4553
4554		if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4555	<	TSem    = systsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4556	<	nTSem   = systsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4557	<	TSeemm  = systsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4558	<	nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4555	>	TSem    = allsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4556	>	nTSem   = allsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4557	>	TSeemm  = allsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4558	>	nTSeemm = allsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4559		}
4560
4561		TCanvas *tcan = new TCanvas("tcan","tcan");
#	Line 3575 | Line 4810 | void ttbar_sidebands_comparison(string m
4810		//  nicer_binning.push_back(300);
4811		//  nicer_binning.push_back(400);
4812
4813	<	ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
4813	>	ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/",TCut("mll>0"));
4814	>	ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/CutAt20",TCut("mll>20"));
4815	>	ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/LowMassRegion2070",TCut("mll>20&&mll<70"));
4816	>	ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/ZWindow",Restrmasscut);
4817	>
4818		}
4819
4820
4821		void zjets_prediction_comparison(string mcjzbWithPUa, TCut massregioncut, string massregionname) {
4822		cout << "****************************************************************************************************************************************************************" << endl;
4823		TCanvas *zcan = new TCanvas("zcan","zcan");
3585	–	//  zcan->SetLogy(1);
4824		TCut weightbackup=cutWeight;
4825
4826		bool UsePURW=true;
#	Line 3608 | Line 4846 | void zjets_prediction_comparison(string
4846		}
4847
4848
4849	+
4850		vector<float> binning;
4851		binning.push_back(0);
4852		binning.push_back(10);
4853	<	binning.push_back(20);
4854	<	binning.push_back(40);
4855	<	binning.push_back(60);
4856	<	//   binning.push_back(50);
4853	>	binning.push_back(30);
4854	>	//  binning.push_back(40);
4855	>	//  binning.push_back(60);
4856	>	binning.push_back(50);
4857		//   binning.push_back(60);
4858		//   binning.push_back(70);
4859		//   binning.push_back(80);
#	Line 3625 | Line 4864 | void zjets_prediction_comparison(string
4864
4865		TCut kPos((mcjzb+">0").c_str());
4866		TCut kNeg((mcjzb+"<0").c_str());
4867	+	TCut reducedNJets(cutnJets);
4868		string var( "abs("+mcjzb+")" );
4869
4870	<	TCut notTau("abs(genMID1)!=15");
4870	>
4871	>	TCut notTau("!EventZToTaus");
4872		TCut ee_mm_tautau("mll>0");
4873
4874	<
4875	<	TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3635	<	TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4874	>	TH1F *hJZBpos = allsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4875	>	TH1F *hJZBneg = allsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4876
4877		hJZBpos->SetLineColor(kBlack);
4878		hJZBneg->SetLineColor(kRed);
#	Line 3653 | Line 4893 | void zjets_prediction_comparison(string
4893		hratio->Divide(hJZBneg);
4894
4895		for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
4896	<	cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
4896	>	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;
4897		}
4898
4899		//  zcan->SetLogy(0);
#	Line 3661 | Line 4901 | void zjets_prediction_comparison(string
4901		hratio->GetYaxis()->SetTitle("Observed/Predicted");
4902		hratio->Draw("e1");
4903
4904	<	TLine *top = new TLine(binning[0],1.25,binning[binning.size()-1],1.25);
4904	>	TLine *top = new TLine(binning[0],1.2,binning[binning.size()-1],1.2);
4905		TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
4906	<	TLine *bottom = new TLine(binning[0],0.75,binning[binning.size()-1],0.75);
4906	>	TLine *bottom = new TLine(binning[0],0.8,binning[binning.size()-1],0.8);
4907
4908
4909		top->SetLineColor(kBlue);top->SetLineStyle(2);
#	Line 3681 | Line 4921 | void zjets_prediction_comparison(string
4921		DrawMCPrelim(simulatedlumi);
4922		CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio"+any2string(massregionname));
4923
4924	<	TCut reducedNJets(cutnJets);
4925	<
4926	<	TH1F *TAUhJZBpos       = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4927	<	TH1F *LcorrJZBeemm     = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3688	<	TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3689	<	TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4924	>	TH1F *TAUhJZBpos       = allsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4925	>	TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4926	>	TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4927	>	TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4928
4929		TH1F *RcorrJZBSBem;
4930		TH1F *LcorrJZBSBem;
#	Line 3694 | Line 4932 | void zjets_prediction_comparison(string
4932		TH1F *LcorrJZBSBeemm;
4933
4934		if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4935	<	RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4936	<	LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4937	<	RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4938	<	LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4935	>	RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4936	>	LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4937	>	RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4938	>	LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
4939		}
4940
4941		TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
#	Line 3734 | Line 4972 | void zjets_prediction_comparison(string
4972		TAUhratio->Divide(Bpred);
4973
4974		for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
4975	<	cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << "   vs    predicted : " << Bpred->GetBinContent(i) << "   (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
4975	>	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;
4976	>
4977	>
4978		}
4979
4980		zcan->SetLogy(0);
#	Line 3768 | Line 5008 | void zjets_prediction_comparison(string
5008		delete LcorrJZBSBeemm;
5009		}
5010
5011	+	//***************************************************************************************************
5012	+
5013	+	string jzbvar=var;
5014	+	/*
5015	+	for(int i=0;i<60;i+=10) {
5016	+	stringstream sSpecialJZBCut;
5017	+	sSpecialJZBCut << jzbvar << ">" << i;
5018	+	TCut SpecialJZBCut(sSpecialJZBCut.str().c_str());
5019	+
5020	+	var="mll";
5021	+
5022	+	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"));
5023	+	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"));
5024	+	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"));
5025	+	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"));
5026	+
5027	+	TH1F *RcorrJZBPlusSBem;
5028	+	TH1F *LcorrJZBPlusSBem;
5029	+	TH1F *RcorrJZBPlusSBeemm;
5030	+	TH1F *LcorrJZBPlusSBeemm;
5031	+
5032	+
5033	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5034	+	RcorrJZBPlusSBem   = allsamples.Draw("RcorrJZBPlusSBem",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&notTau&&kPos&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5035	+	LcorrJZBPlusSBem   = allsamples.Draw("LcorrJZBPlusSBem",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&notTau&&kNeg&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5036	+	RcorrJZBPlusSBeemm = allsamples.Draw("RcorrJZBPlusSBeemm",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&notTau&&kPos&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5037	+	LcorrJZBPlusSBeemm = allsamples.Draw("LcorrJZBPlusSBeemm",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&notTau&&kNeg&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
5038	+	}
5039	+
5040	+	TH1F *BpredPrime = (TH1F*)LcorrJZBPluseemm->Clone("BpredPrime");
5041	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5042	+	BpredPrime->Add(RcorrJZBPlusem,1.0/3.);
5043	+	BpredPrime->Add(LcorrJZBPlusem,-1.0/3.);
5044	+	BpredPrime->Add(RcorrJZBPlusSBem,1.0/3.);
5045	+	BpredPrime->Add(LcorrJZBPlusSBem,-1.0/3.);
5046	+	BpredPrime->Add(RcorrJZBPlusSBeemm,1.0/3.);
5047	+	BpredPrime->Add(LcorrJZBPlusSBeemm,-1.0/3.);
5048	+	} else {
5049	+	BpredPrime->Add(RcorrJZBPlusem,1.0);
5050	+	BpredPrime->Add(LcorrJZBPlusem,-1.0);
5051	+	}
5052	+
5053	+	BpredPrime->SetLineColor(kRed);
5054	+
5055	+	FullJZBhJZBpos->SetLineColor(kBlack);
5056	+	BpredPrime->SetLineColor(kRed);
5057	+
5058	+	FullJZBhJZBpos->SetMinimum(1.0);
5059	+	FullJZBhJZBpos->Draw("e1");
5060	+	BpredPrime->Draw("same,hist");
5061	+	FullJZBhJZBpos->Draw("same,e1");
5062	+
5063	+	TLegend *FullJZBleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
5064	+	FullJZBleg->AddEntry(FullJZBhJZBpos,"Observed","pe");
5065	+	FullJZBleg->AddEntry(BpredPrime,"Predicted","l");
5066	+	FullJZBleg->Draw("same");
5067	+	DrawMCPrelim(simulatedlumi);
5068	+	CompleteSave(zcan,"Systematics/ZJets/Mll_Distribution_JZB"+any2string(i)+"_zjets_eemumu_prediction__"+any2string(massregionname));
5069	+
5070	+	TH1F* FullJZBhratio = (TH1F*)FullJZBhJZBpos->Clone("FullJZBhratio");
5071	+	FullJZBhratio->Divide(BpredPrime);
5072	+
5073	+	zcan->SetLogy(0);
5074	+	FullJZBhratio->GetYaxis()->SetRangeUser(0,2.5);
5075	+	FullJZBhratio->GetYaxis()->SetTitle("Observed/Predicted");
5076	+	FullJZBhratio->Draw("e1");
5077	+
5078	+	TLine *atop = new TLine(0,1.2,200,1.2);
5079	+	TLine *acenter = new TLine(0,1.0,200,1.0);
5080	+	TLine *abottom = new TLine(0,0.8,200,0.8);
5081	+
5082	+	atop->SetLineColor(kBlue);
5083	+	atop->SetLineStyle(2);
5084	+	acenter->SetLineColor(kBlue);
5085	+	abottom->SetLineColor(kBlue);
5086	+	abottom->SetLineStyle(2);
5087	+
5088	+	atop->Draw("same");
5089	+	acenter->Draw("same");
5090	+	abottom->Draw("same");
5091	+
5092	+	TLegend *FullJZBleg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
5093	+	FullJZBleg2->AddEntry(FullJZBhratio,"obs / pred","pe");
5094	+	FullJZBleg2->AddEntry(abottom,"syst. envelope","l");
5095	+	FullJZBleg2->Draw("same");
5096	+	DrawMCPrelim(simulatedlumi);
5097	+	CompleteSave(zcan,"Systematics/ZJets/Mll_Distribution_JZB"+any2string(i)+"zjets_eemumu_prediction_ratio"+any2string(massregionname));
5098	+
5099	+
5100	+	delete BpredPrime;
5101	+	delete FullJZBhJZBpos;
5102	+	delete LcorrJZBPluseemm;
5103	+	delete RcorrJZBPlusem;
5104	+	delete LcorrJZBPlusem;
5105	+	//  delete FullJZBhJZBpos;
5106	+
5107	+	if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5108	+	delete RcorrJZBPlusSBem;
5109	+	delete LcorrJZBPlusSBem;
5110	+	delete RcorrJZBPlusSBeemm;
5111	+	delete LcorrJZBPlusSBeemm;
5112	+	}
5113
5114	+	}
5115	+	//***************************************************************************************************
5116	+	*/
5117		delete zcan;
5118		cutWeight=weightbackup;
5119		}
5120
5121
5122		void zjets_prediction_comparison(string mcjzbWithPUa) {
5123	<	zjets_prediction_comparison(mcjzbWithPUa, TCut(""), "nomasscut");
5124	<	zjets_prediction_comparison(mcjzbWithPUa, TCut("abs(mll-91)<20"), "Zwindow_20");
5123	>	zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>20"), "nomasscut");
5124	>	zjets_prediction_comparison(mcjzbWithPUa, TCut("abs(mll-91)<10"), "Zwindow_10");
5125		zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>20&&mll<70"), "LowMassRegion2070");
5126	<	zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>110"), "HighMassRegion110");
5126	>	//  zjets_prediction_comparison(mcjzbWithPUa, TCut("abs(mll-91)>10&&mll>20"), "Outside_Zwindow_10");
5127	>	//  zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>110"), "HighMassRegion110");
5128		}
5129
5130		void sideband_assessment(string datajzb, float min=30.0, float max=50.0) {
#	Line 3888 | Line 5234 | void make_table(samplecollection &coll,
5234		}
5235
5236		void met_jzb_cut(string datajzb, string mcjzb, vector<float> jzb_cut) {
5237	+	cout << "You probably don't want --met, you want --metplots ... " << endl;
5238	+	assert(0);
5239		/*we want a table like this:
5240		__________________     50   |   100  | ...
5241		| Data prediction |  a vs b | a vs b | ...
#	Line 4121 | Line 5469 | void qcd_plots(string datajzb, string mc
5469		//3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
5470		string ytitle("ratio");
5471		if ( use_data==1 ) ytitle = "data/pred";
5472	<	save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
5472	>	Save_With_Ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
5473	>	delete kinpad;
5474
5475		TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
5476		TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
#	Line 4292 | Line 5641 | void met_vs_jzb_plots(string datajzb, st
5641
5642		vector<string> findme;
5643		findme.push_back("DY");
5644	<	findme.push_back("TTJets");
5644	>	findme.push_back("TT_");
5645		findme.push_back("LM");
5646		/*
5647		for(int ifind=0;ifind<(int)findme.size();ifind++) {
#	Line 4329 | Line 5678 | void met_vs_jzb_plots(string datajzb, st
5678		sRIGHT << "((" << mcjzb << ")>0)";
5679		TCut RIGHT(sRIGHT.str().c_str());
5680
5681	<	TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5682	<	TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5683	<	TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5684	<	TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5681	>	TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5682	>	TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5683	>	TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5684	>	TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5685
5686
5687		TH1F *Bpred =  (TH1F*)metleft->Clone("Bpred");
#	Line 4358 | Line 5707 | void met_vs_jzb_plots(string datajzb, st
5707		lg->SetHeader("DY");
5708
5709		lg->Draw();
5710	<	save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
5710	>	Save_With_Ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
5711
5712		TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
5713		metpad3->cd();
#	Line 4376 | Line 5725 | void met_vs_jzb_plots(string datajzb, st
5725
5726		lg2->Draw();
5727
5728	<	save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
5728	>	Save_With_Ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
5729
5730		TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
5731		metpad2->cd();
5732		metpad2->SetLogy(1);
5733
5734	<	TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5735	<	TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5736	<	TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5737	<	TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5734	>	TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5735	>	TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5736	>	TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5737	>	TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5738
5739		metlefta->Add(metleftOa,-1);
5740		metrighta->Add(metrightOa,-1);
#	Line 4395 | Line 5744 | void met_vs_jzb_plots(string datajzb, st
5744		metlefta->Draw("histo");
5745		metrighta->Draw("same");
5746		lg->Draw();
5747	<	save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
5747	>	Save_With_Ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
5748
5749		delete Bpred;
5750		delete obs;
#	Line 4404 | Line 5753 | void met_vs_jzb_plots(string datajzb, st
5753		int newNBins=30;
5754
5755		TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
5756	<	TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
5757	<	TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
5758	<	TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
5759	<	TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
5756	>	TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
5757	>	TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
5758	>	TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
5759	>	TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
5760
5761		TH1F *aBpred = (TH1F*)Ametleft->Clone("aBpred");
5762		aBpred->Add(AmetleftO,-1);
#	Line 4422 | Line 5771 | void met_vs_jzb_plots(string datajzb, st
5771		aobs->Draw("same");
5772		lg->SetHeader("All MC");
5773		lg->Draw();
5774	<	save_with_ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
5774	>	Save_With_Ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
5775
5776
5777		delete lg;
#	Line 4432 | Line 5781 | void met_vs_jzb_plots(string datajzb, st
5781		delete metright;
5782		delete metrightO;
5783		}
5784	+
5785	+
5786	+	void do_one_ttbar_test(TH1F* &observed, TH1F* &predicted, TH1F* &ratio, TH1F* &ratio2, string mcjzb, string prestring) {
5787	+
5788	+	if(PlottingSetup::RestrictToMassPeak) {
5789	+	write_error(__FUNCTION__,"This function (ttbar_tests) was not written for on-peak studies - sorry.");
5790	+	assert(!PlottingSetup::RestrictToMassPeak);
5791	+	}
5792	+
5793	+	vector<float> binning;
5794	+
5795	+	binning.push_back(-200);
5796	+	binning.push_back(-150);
5797	+	binning.push_back(-125);
5798	+	binning.push_back(-100);
5799	+	binning.push_back(-75);
5800	+	binning.push_back(-50);
5801	+	binning.push_back(-25);
5802	+	binning.push_back(0);
5803	+	binning.push_back(25);
5804	+	binning.push_back(50);
5805	+	binning.push_back(75);
5806	+	binning.push_back(100);
5807	+	binning.push_back(125);
5808	+	binning.push_back(150);
5809	+	binning.push_back(200);
5810	+
5811	+	switch_overunderflow(true);
5812	+
5813	+	TH1F *TZem  = allsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5814	+	TH1F *nTZem = allsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5815	+	TH1F *TZeemm  = allsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5816	+	TH1F *nTZeemm = allsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5817	+
5818	+	TCanvas *tcan = new TCanvas("tcan","tcan");
5819	+	tcan->SetLogy(1);
5820	+
5821	+	TZeemm->SetLineColor(kBlack);
5822	+	TZem->SetLineColor(kRed);
5823	+	TZeemm->SetMarkerColor(kBlack);
5824	+	TZem->SetMarkerColor(kRed);
5825	+
5826	+	vector<TH1F*> histos;
5827	+	//  TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
5828	+	//  TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
5829	+	histos.push_back(TZem);
5830	+	histos.push_back(TZeemm);
5831	+	draw_all_ttbar_histos(tcan,histos,"histo",8);
5832	+
5833	+	TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
5834	+	leg->AddEntry(TZeemm,"SFZP","l");
5835	+	leg->AddEntry(TZem,"OFZP","l");
5836	+	leg->Draw("same");
5837	+	DrawMCPrelim();
5838	+	CompleteSave(tcan,"Systematics/TtbarTests/"+prestring+"/ttbar_shape_comparison");
5839	+
5840	+	TH1F *TZemcopy = (TH1F*)TZem->Clone("TZemcopy");
5841	+	TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
5842	+	TH1F *TSeemmcopy;
5843	+	TH1F *TSemcopy;
5844	+
5845	+	predicted=(TH1F*)TZem->Clone(((string)"predicted_"+prestring).c_str());
5846	+	observed=(TH1F*)TZeemm->Clone(((string)"observed_"+prestring).c_str());
5847	+
5848	+	vector<float> posbinning;
5849	+	for(unsigned int i=0;i<binning.size();i++) {
5850	+	if(binning[i]<0) continue;
5851	+	posbinning.push_back(binning[i]);
5852	+	}
5853	+
5854	+	TH1F *pred2 = new TH1F("pred2","pred2",posbinning.size()-1,&posbinning[0]);pred2->Sumw2();
5855	+	TH1F *obs2 = new TH1F("obs2","obs2",posbinning.size()-1,&posbinning[0]);obs2->Sumw2();
5856	+
5857	+	for(unsigned int i=1;i<=predicted->GetNbinsX();i++) {
5858	+	int index=pred2->FindBin(abs(TZem->GetBinCenter(i)));
5859	+	if(TZem->GetBinCenter(i)<0) {
5860	+	//we're on the left: subtract em!
5861	+	pred2->SetBinContent(index,pred2->GetBinContent(index)-TZem->GetBinContent(i));
5862	+	pred2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZem->GetBinError(i),2)));
5863	+	//we're on the left: add eemm!
5864	+	pred2->SetBinContent(index,pred2->GetBinContent(index)+TZeemm->GetBinContent(i));
5865	+	pred2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZeemm->GetBinError(i),2)));
5866	+	} else {
5867	+	//we're on the right: add em!
5868	+	pred2->SetBinContent(index,pred2->GetBinContent(index)+TZem->GetBinContent(i));
5869	+	pred2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZem->GetBinError(i),2)));
5870	+	//we're on the left: add eemm!
5871	+	obs2->SetBinContent(index,obs2->GetBinContent(index)+TZeemm->GetBinContent(i));
5872	+	obs2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZeemm->GetBinError(i),2)));
5873	+	}
5874	+	}
5875	+
5876	+	ratio2 = (TH1F*)pred2->Clone(((string)"ratio2_"+prestring).c_str());
5877	+	ratio2->Divide(obs2);
5878	+
5879	+	TZem->Divide(TZeemm);
5880	+	TZem->SetMarkerStyle(21);
5881	+
5882	+	TZem->SetTitle("OF / SF");
5883	+	ratio = (TH1F*)TZem->Clone(((string)"ratio_"+prestring).c_str());
5884	+
5885	+	tcan->SetLogy(0);
5886	+	TZem->GetYaxis()->SetRangeUser(0,2.5);
5887	+	TZem->GetYaxis()->SetTitle("ratio");
5888	+	TZem->Draw();
5889	+
5890	+	float linepos=emuncertOFFPEAK;
5891	+
5892	+	TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
5893	+	TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
5894	+	TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
5895	+
5896	+	top->SetLineColor(kBlue);top->SetLineStyle(2);
5897	+	bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
5898	+	center->SetLineColor(kBlue);
5899	+
5900	+	top->Draw("same");
5901	+	center->Draw("same");
5902	+	bottom->Draw("same");
5903	+
5904	+	TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
5905	+	leg2->AddEntry(TZem,"OFZP / SFZP","ple");
5906	+	leg2->AddEntry(bottom,"syst. envelope","l");
5907	+	leg2->SetX1(0.25);leg2->SetX2(0.6);
5908	+	leg2->SetY1(0.65);
5909	+
5910	+	leg2->Draw("same");
5911	+
5912	+	DrawMCPrelim();
5913	+	CompleteSave(tcan,"Systematics/TtbarTests/"+prestring+"/ttbar_shape_comparison_ratio");
5914	+
5915	+	ratio2->SetLineColor(TZem->GetLineColor());
5916	+	ratio2->SetMarkerColor(TZem->GetMarkerColor());
5917	+	ratio2->GetYaxis()->SetRangeUser(0,2.5);
5918	+	ratio2->GetYaxis()->SetTitle("ratio");
5919	+	ratio2->Draw();
5920	+
5921	+	TLine *top2 = new TLine(0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
5922	+	TLine *center2 = new TLine(0,1.0,binning[binning.size()-1],1.0);
5923	+	TLine *bottom2 = new TLine(0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
5924	+
5925	+	top2->SetLineColor(kBlue);top->SetLineStyle(2);
5926	+	bottom2->SetLineColor(kBlue);bottom->SetLineStyle(2);
5927	+	center2->SetLineColor(kBlue);
5928	+
5929	+	top2->Draw("same");
5930	+	center2->Draw("same");
5931	+	bottom2->Draw("same");
5932	+
5933	+	leg2->Draw("same");
5934	+
5935	+	DrawMCPrelim();
5936	+	CompleteSave(tcan,"Systematics/TtbarTests/"+prestring+"/ttbar_shape_comparison_FINALratio");
5937	+
5938	+	delete TZem;
5939	+	delete nTZem;
5940	+	delete TZeemm;
5941	+	delete nTZeemm;
5942	+	delete obs2;
5943	+	delete pred2;
5944	+	delete tcan;
5945	+	switch_overunderflow(false);
5946	+	}
5947	+
5948	+	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) {
5949	+
5950	+
5951	+	TCanvas *ttcan2 = new TCanvas("ttcan2","ttcan2");
5952	+	vanilla_ratio->GetYaxis()->SetRangeUser(0.5,1.5);
5953	+	vanilla_ratio->SetFillColor(kGreen);
5954	+	vanilla_ratio->SetLineColor(kGreen);
5955	+	vanilla_ratio->SetMarkerColor(kGreen);
5956	+	vanilla_ratio->SetFillStyle(3001);
5957	+	vanilla_ratio->Draw("e3");
5958	+
5959	+	response_only_up_ratio->SetFillColor(kRed);
5960	+	response_only_up_ratio->SetMarkerColor(kRed);
5961	+	response_only_up_ratio->SetLineColor(kRed);
5962	+	response_only_up_ratio->SetFillStyle(3003);
5963	+	response_only_up_ratio->Draw("e3,same");
5964	+
5965	+	response_only_down_ratio->SetFillColor(kOrange);
5966	+	response_only_down_ratio->SetMarkerColor(kOrange);
5967	+	response_only_down_ratio->SetLineColor(kOrange);
5968	+	response_only_down_ratio->SetFillStyle(3004);
5969	+	response_only_down_ratio->Draw("e3,same");
5970	+
5971	+	reponse_plus_peak_up_ratio->SetFillColor(TColor::GetColor("#BDBDBD"));
5972	+	reponse_plus_peak_up_ratio->SetMarkerColor(TColor::GetColor("#BDBDBD"));
5973	+	reponse_plus_peak_up_ratio->SetLineColor(TColor::GetColor("#BDBDBD"));
5974	+	reponse_plus_peak_up_ratio->SetFillStyle(3005);
5975	+	reponse_plus_peak_up_ratio->Draw("e3,same");
5976	+
5977	+	reponse_plus_peak_down_ratio->SetFillColor(kBlue);
5978	+	reponse_plus_peak_down_ratio->SetMarkerColor(kBlue);
5979	+	reponse_plus_peak_down_ratio->SetLineColor(kBlue);
5980	+	reponse_plus_peak_down_ratio->SetFillStyle(3006);
5981	+	reponse_plus_peak_down_ratio->Draw("e3,same");
5982	+
5983	+	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);
5984	+	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);
5985	+	TLine *lOne = new TLine(vanilla_ratio->GetBinLowEdge(1),1.0,vanilla_ratio->GetBinLowEdge(vanilla_ratio->GetNbinsX())+vanilla_ratio->GetBinWidth(vanilla_ratio->GetNbinsX()),1.0);
5986	+
5987	+	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);
5988	+	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);
5989	+
5990	+	lhiA->SetLineColor(kRed);
5991	+	lhiA->SetLineStyle(2);
5992	+	llowA->SetLineColor(kRed);
5993	+	llowA->SetLineStyle(2);
5994	+
5995	+	llow->SetLineColor(kBlue);
5996	+	llow->SetLineStyle(2);
5997	+	lhi->SetLineColor(kBlue);
5998	+	lhi->SetLineStyle(2);
5999	+	lOne->SetLineColor(kBlue);
6000	+
6001	+	llow->Draw();
6002	+	lhi->Draw();
6003	+	lOne->Draw();
6004	+
6005	+	llowA->Draw();
6006	+	lhiA->Draw();
6007	+
6008	+	TLegend *leg = make_legend();
6009	+	leg->SetX1(0.15);
6010	+	leg->SetY1(0.7);
6011	+	leg->AddEntry(vanilla_ratio,"Raw JZB","pf");
6012	+	leg->AddEntry(response_only_up_ratio,"With response correction","pf");
6013	+	leg->AddEntry(response_only_down_ratio,"With inverted response correction","pf");
6014	+	leg->AddEntry(reponse_plus_peak_up_ratio,"With response and peak correction","pf");
6015	+	leg->AddEntry(reponse_plus_peak_down_ratio,"With response and inverted peak corr.","pf");
6016	+	leg->AddEntry(lhi,"Systematic envelope","l");
6017	+	//  leg->SetNColumns(2);
6018	+	leg->Draw();
6019	+
6020	+	CompleteSave(ttcan2,"Systematics/TtbarTests/Comparison"+PostString);
6021	+
6022	+	vanilla_ratio->GetYaxis()->SetRangeUser(0.6,1.4);
6023	+	vanilla_ratio->Draw("e3");
6024	+	response_only_up_ratio->Draw("e3 same");
6025	+	response_only_down_ratio->Draw("e3 same");
6026	+	TLegend *leg2 = make_legend();
6027	+	leg2->SetX1(0.15);
6028	+	leg2->SetY1(0.7);
6029	+	leg2->AddEntry(vanilla_ratio,"Raw JZB","pf");
6030	+	leg2->AddEntry(response_only_up_ratio,"With response correction","pf");
6031	+	leg2->AddEntry(response_only_down_ratio,"With inverted response correction","pf");
6032	+	leg2->AddEntry(lhi,"Systematic envelope","l");
6033	+	leg2->Draw();
6034	+	llow->Draw();
6035	+	lOne->Draw();
6036	+	llowA->Draw();
6037	+	lhiA->Draw();
6038	+
6039	+	CompleteSave(ttcan2,"Systematics/TtbarTests/Comparison_Response"+PostString);
6040	+
6041	+	response_only_up_ratio->GetYaxis()->SetRangeUser(0.6,1.4);
6042	+	response_only_up_ratio->Draw("e3");
6043	+	reponse_plus_peak_up_ratio->Draw("e3 same");
6044	+	reponse_plus_peak_down_ratio->Draw("e3 same");
6045	+	TLegend *leg3 = make_legend();
6046	+	leg3->SetX1(0.15);
6047	+	leg3->SetY1(0.7);
6048	+	leg3->AddEntry(response_only_up_ratio,"With response correction","pf");
6049	+	leg3->AddEntry(reponse_plus_peak_up_ratio,"With response and peak correction","pf");
6050	+	leg3->AddEntry(reponse_plus_peak_down_ratio,"With response and inverted peak corr.","pf");
6051	+	leg3->AddEntry(lhi,"Systematic envelope","l");
6052	+	leg3->Draw();
6053	+	llow->Draw();
6054	+	lOne->Draw();
6055	+	llowA->Draw();
6056	+	lhiA->Draw();
6057	+
6058	+	CompleteSave(ttcan2,"Systematics/TtbarTests/Comparison_Peak"+PostString);
6059	+
6060	+	delete ttcan2;
6061	+	}
6062	+
6063	+	void ttbar_correction_tests() {
6064	+	TCanvas *ttcan = new TCanvas("ttcan","ttcan");
6065
6066	+	TH1F *vanilla_observed, *response_only_up_observed, *response_only_down_observed, *reponse_plus_peak_up_observed, *reponse_plus_peak_down_observed;
6067	+
6068	+	TH1F *vanilla_predicted, *response_only_up_predicted, *response_only_down_predicted, *reponse_plus_peak_up_predicted, *reponse_plus_peak_down_predicted;
6069	+
6070	+	TH1F *vanilla_ratio, *response_only_up_ratio, *response_only_down_ratio, *reponse_plus_peak_up_ratio, *reponse_plus_peak_down_ratio;
6071	+
6072	+	TH1F *vanilla_ratio2, *response_only_up_ratio2, *response_only_down_ratio2, *reponse_plus_peak_up_ratio2, *reponse_plus_peak_down_ratio2;
6073	+
6074	+	string vanilla="jzb[1]";
6075	+	string response_only_up="((jzb[1]+0.034665*pt))";
6076	+	string response_only_down="((jzb[1]-0.034665*pt))";
6077	+	string reponse_plus_peak_up="((jzb[1]+0.034665*pt)- 3.58273 )";
6078	+	string reponse_plus_peak_down="((jzb[1]+0.034665*pt)+ 3.58273 )";
6079	+
6080	+	do_one_ttbar_test(vanilla_observed,vanilla_predicted,vanilla_ratio,vanilla_ratio2,vanilla,"vanilla");
6081	+	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");
6082	+	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");
6083	+	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");
6084	+	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");
6085	+
6086	+	ttcan->cd();
6087	+
6088	+	IllustrateVariation(vanilla_ratio,response_only_up_ratio,response_only_down_ratio,reponse_plus_peak_up_ratio,reponse_plus_peak_down_ratio,"PartialRatio");
6089	+	IllustrateVariation(vanilla_ratio2,response_only_up_ratio2,response_only_down_ratio2,reponse_plus_peak_up_ratio2,reponse_plus_peak_down_ratio2,"FullRatio");
6090	+
6091	+	delete vanilla_observed;
6092	+	delete response_only_up_observed;
6093	+	delete response_only_down_observed;
6094	+	delete reponse_plus_peak_up_observed;
6095	+	delete reponse_plus_peak_down_observed;
6096	+
6097	+	delete vanilla_predicted;
6098	+	delete response_only_up_predicted;
6099	+	delete response_only_down_predicted;
6100	+	delete reponse_plus_peak_up_predicted;
6101	+	delete reponse_plus_peak_down_predicted;
6102	+
6103	+	delete vanilla_ratio;
6104	+	delete response_only_up_ratio;
6105	+	delete response_only_down_ratio;
6106	+	delete reponse_plus_peak_up_ratio;
6107	+	delete reponse_plus_peak_down_ratio;
6108	+
6109	+	delete ttcan;
6110	+	}
6111	+
6112	+	void ttbar_region_search(string mcjzb) {
6113	+	cout << "Looking for a nice control region" << endl;
6114	+	TCanvas *can = new TCanvas("can","can",1200,1200);
6115	+	can->Divide(2,2);
6116	+	can->cd(1);
6117	+	can->cd(1)->SetLogy(1);
6118	+
6119	+	THStack JZBdistSF = allsamples.DrawStack("JZBdistSF",mcjzb,100,-150,150, "JZB [GeV]", "events", cutmass&&cutOSSF&&TCut("pfJetGoodNum40==2"),mc, luminosity);
6120	+	THStack JZBdistOF = allsamples.DrawStack("JZBdistOF",mcjzb,100,-150,150, "JZB [GeV]", "events", cutmass&&cutOSOF&&TCut("pfJetGoodNum40==2"),mc, luminosity);
6121	+
6122	+	JZBdistSF.Draw("histo");
6123	+	JZBdistSF.SetMaximum(1000);
6124	+	JZBdistSF.SetMinimum(0.1);
6125	+	JZBdistSF.Draw("histo");
6126	+	DrawMCPrelim();
6127	+
6128	+	can->cd(2);
6129	+	can->cd(2)->SetLogy(1);
6130	+	JZBdistOF.Draw("histo");
6131	+	JZBdistOF.SetMaximum(1000);
6132	+	JZBdistOF.SetMinimum(0.1);
6133	+	JZBdistOF.Draw("histo");
6134	+	DrawMCPrelim();
6135	+
6136	+	can->cd(3);
6137	+
6138	+
6139	+	write_warning(__FUNCTION__,"Missing negative JZB subtraction  ");
6140	+
6141	+	DrawMCPrelim();
6142	+
6143	+	/*
6144	+	THStack *Subtracted = new THStack();
6145	+
6146	+	TIter nextSF(JZBdistSF.GetHists());
6147	+	TIter nextOF(JZBdistOF.GetHists());
6148	+	TObject* SFobj;
6149	+	TObject* OFobj;
6150	+
6151	+	TH1* sfh = NULL;
6152	+	TH1* ofh = NULL;
6153	+
6154	+	while ( (SFobj = nextSF()) && (OFobj = nextOF()) ) {
6155	+	TH1F *sfstart = (TH1*)SFobj->Clone();
6156	+	TH1F *ofstart = (TH1*)OFobj->Clone();
6157	+	TH1F *obs, *pred;
6158	+	MakeObservationPrediction(obs,pred,sfstart,ofstart);
6159	+
6160	+	if ( !hratio ) {
6161	+	hratio = (TH1*)obj->Clone();
6162	+	hratio->SetName("hratio");
6163	+	} else hratio->Add( (TH1*)obj );
6164	+
6165	+	}
6166	+	hratio->Divide(hdata);
6167	+	*/
6168	+
6169	+
6170	+	can->cd(4);
6171	+	JZBdistOF.Draw("histo");
6172	+	DrawMCPrelim();
6173	+
6174	+
6175	+
6176	+	CompleteSave(can,"Systematics/TtbarTests/ControlRegion");
6177	+
6178	+	CleanLegends();
6179	+	delete can;
6180	+	}
6181	+
6182	+	void ttbar_tests(string mcjzb) {
6183	+	//ttbar_correction_tests();
6184	+	ttbar_region_search(mcjzb);
6185	+	}
6186	+
6187	+	Value GetYieldBetween(TH1F *h, float low, float high) {
6188	+	float Yield=0;
6189	+	float YieldErr=0;
6190	+	for(int i=1;i<=h->GetNbinsX()+1;i++) {
6191	+	if(h->GetBinLowEdge(i)+h->GetBinWidth(i)<=low) continue;// considered in the next bin
6192	+	if(h->GetBinLowEdge(i)>=high) continue;//above the threshold, out!
6193	+	Yield+=h->GetBinContent(i);
6194	+	YieldErr=sqrt(YieldErr*YieldErr+h->GetBinError(i)*h->GetBinError(i));
6195	+	}
6196	+
6197	+	Value a(Yield,YieldErr);
6198	+	return a;
6199	+	}
6200	+
6201	+
6202	+	void make_SF_over_OF_plot(string datajzb, string mcjzb, TCut cut, string variable, int nbins, float xmin, float ymin, string varname, string filename) {
6203	+	TCanvas *SFoOF_can = new TCanvas("SFoOF_can","SFoOF_can");
6204	+	TH1F *data_sf = allsamples.Draw("data_sf","mll",20,0,200, "m_{ll} [GeV]", "events", cut&&cutOSSF,data,luminosity);
6205	+	TH1F *data_of = allsamples.Draw("data_of","mll",20,0,200, "m_{ll} [GeV]", "events", cut&&cutOSOF,data,luminosity);
6206	+
6207	+	TH1F *mc_sf = allsamples.Draw("mc_sf","mll",20,0,200, "m_{ll} [GeV]", "events", cut&&cutOSSF,mc,luminosity);
6208	+	TH1F *mc_of = allsamples.Draw("mc_of","mll",20,0,200, "m_{ll} [GeV]", "events", cut&&cutOSOF,mc,luminosity);
6209	+
6210	+	TH1F *mc_ratio = (TH1F*)mc_sf->Clone("mc_ratio");
6211	+	mc_ratio->Divide(mc_of);
6212	+
6213	+	TH1F *data_ratio = (TH1F*)data_sf->Clone("data_ratio");
6214	+	data_ratio->Divide(data_of);
6215	+
6216	+	mc_ratio->SetFillColor(TColor::GetColor("#00ADE1"));
6217	+	mc_ratio->SetMarkerColor(TColor::GetColor("#00ADE1"));
6218	+	mc_ratio->GetYaxis()->SetRangeUser(0.5,1.5);
6219	+
6220	+	mc_ratio->GetYaxis()->SetTitle("R(SF / OF)");
6221	+
6222	+
6223	+	Value R_sf_of_low_mass = GetYieldBetween(data_sf,20,70)/GetYieldBetween(data_of,20,70);
6224	+	Value R_sf_of_high_mass = GetYieldBetween(data_sf,120,200)/GetYieldBetween(data_of,120,200);
6225	+
6226	+	Value R_sf_of_low_mass_mc = GetYieldBetween(mc_sf,20,70)/GetYieldBetween(mc_of,20,70);
6227	+	Value R_sf_of_high_mass_mc = GetYieldBetween(mc_sf,120,200)/GetYieldBetween(mc_of,120,200);
6228	+
6229	+	dout << "Ratio at low mass  : " << R_sf_of_low_mass  << " (mc : " << R_sf_of_low_mass_mc << " )" << endl;
6230	+	dout << "Ratio at high mass : " << R_sf_of_high_mass << " (mc : " << R_sf_of_high_mass_mc << " )" << endl;
6231	+
6232	+	TGraphAsymmErrors *gra = produce_ratio_graph(mc_ratio);
6233	+	gra->Draw();
6234	+	mc_ratio->Draw();
6235	+	gra->Draw("e20");
6236	+	gra->SetFillColor(TColor::GetColor("#00ADE1"));
6237	+	gra->SetMarkerColor(TColor::GetColor("#00ADE1"));
6238	+	data_ratio->Draw("e1,same");
6239	+
6240	+	TLegend *leg = new TLegend(0.17,0.16,0.53,0.31);
6241	+	//   leg->SetHeader("R( SF / OF )");
6242	+	leg->SetFillColor(kWhite);
6243	+	leg->SetBorderSize(0);
6244	+	leg->AddEntry(data_ratio,"Data","p");
6245	+	leg->AddEntry(gra,"MC","fp");
6246	+	leg->Draw();
6247	+
6248	+	TLine *g = new TLine(0,1.0,200,1.0);
6249	+	g->SetLineColor(kBlue);
6250	+	g->Draw();
6251	+
6252	+	TLine *l = new TLine(70,0.5,70,1.5);
6253	+	l->SetLineStyle(2);
6254	+	l->SetLineColor(TColor::GetColor("#00ADE1"));
6255	+	TLine *m = new TLine(120,0.5,120,1.5);
6256	+	m->SetLineStyle(2);
6257	+	m->SetLineColor(TColor::GetColor("#00ADE1"));
6258	+	l->Draw();
6259	+	m->Draw();
6260	+
6261	+
6262	+	DrawPrelim();
6263	+
6264	+	CompleteSave(SFoOF_can,"iTTbar/"+filename+"SF_vs_OF");
6265	+
6266	+	delete leg;
6267	+	delete mc_sf;
6268	+	delete mc_of;
6269	+	delete mc_ratio;
6270	+	delete data_sf;
6271	+	delete data_of;
6272	+	delete data_ratio;
6273	+	delete SFoOF_can;
6274	+	}
6275	+
6276	+	void make_iTTbar_JZB_plot(string datajzb, string mcjzb, TCut cut) {
6277	+	TCanvas *can = new TCanvas("can","can");
6278	+	vector<float> binning;
6279	+	binning.push_back(-100);
6280	+	binning.push_back(-50);
6281	+	binning.push_back(-20);
6282	+	binning.push_back(0);
6283	+	//  binning.push_back(10);
6284	+	binning.push_back(20);
6285	+	//  binning.push_back(30);
6286	+	binning.push_back(50);
6287	+	binning.push_back(100);
6288	+	binning.push_back(300);
6289	+
6290	+	TH1F *hdata   = allsamples.Draw("hdata",  datajzb,    binning, "JZB [GeV]", "events", cut&&cutOSSF,data,luminosity);
6291	+	TH1F *hodata  = allsamples.Draw("hodata", datajzb,    binning, "JZB [GeV]", "events", cut&&cutOSOF,data,luminosity);
6292	+	TH1F *hndata  = allsamples.Draw("hndata", "-"+datajzb,binning, "JZB [GeV]", "events", cut&&cutOSSF,data,luminosity);
6293	+	TH1F *hnodata = allsamples.Draw("hnodata","-"+datajzb,binning, "JZB [GeV]", "events", cut&&cutOSOF,data,luminosity);
6294	+
6295	+	TH1F *hmc   = allsamples.Draw("hmc",  datajzb,    binning, "JZB [GeV]", "events", cut&&cutOSSF,mc,luminosity);
6296	+	TH1F *homc  = allsamples.Draw("homc", datajzb,    binning, "JZB [GeV]", "events", cut&&cutOSOF,mc,luminosity);
6297	+
6298	+	hodata->SetLineColor(kRed);
6299	+	hmc->SetLineColor(kRed);
6300	+	//  hodata->Add(hndata);
6301	+	//  hodata->Add(hnodata,-1);
6302	+
6303	+	if(hdata->GetMaximum()>hodata->GetMaximum()) {
6304	+	hdata->SetMinimum(1.0);
6305	+	hdata->Draw();
6306	+	hodata->Draw("histo,same");
6307	+	hdata->Draw("same");
6308	+	} else {
6309	+	hodata->SetMinimum(1.0);
6310	+	hodata->Draw("histo");
6311	+	hdata->Draw("same");
6312	+	}
6313	+
6314	+	CompleteSave(can,"iTTbar/JZB_plot");
6315	+	TH1F *ratio = (TH1F*)hdata->Clone("ratio");
6316	+	ratio->Divide(hodata);
6317	+	ratio->GetYaxis()->SetTitle("obs/pred");
6318	+	ratio->GetYaxis()->SetRangeUser(0,2);
6319	+
6320	+	ratio->Draw();
6321	+	TLine *l = new TLine(-100,1.0,300,1.0);
6322	+	l->SetLineColor(kBlue);
6323	+	l->SetLineStyle(2);
6324	+	l->Draw();
6325	+	TLine *llow = new TLine(-100,1.0-0.07,300,1.0-0.07);
6326	+	TLine *lhi = new TLine(-100,1.0+0.07,300,1.0+0.07);
6327	+	llow->SetLineColor(kBlue);
6328	+	llow->SetLineStyle(2);
6329	+	llow->Draw();
6330	+	lhi->SetLineColor(kBlue);
6331	+	lhi->SetLineStyle(2);
6332	+	lhi->Draw();
6333	+
6334	+	CompleteSave(can,"iTTbar/JZB_plot_ratio");
6335	+
6336	+	delete hdata;
6337	+	delete hodata;
6338	+	delete ratio;
6339	+	delete can;
6340	+	//  THStack *hmc = new THStack(allsamples.DrawStack("hmc","mll",40,0,200, "m_{ll} [GeV]", "events", cut&&cutOSSF,mc,luminosity));
6341	+	//  THStack *homc = new THStack(allsamples.DrawStack("homc","mll",40,0,200, "m_{ll} [GeV]", "events", cut&&cutOSOF,mc,luminosity));
6342	+	}
6343	+
6344	+
6345	+
6346	+	void MakeSpecialiTTbarClosurePlot(TCut fullcut, string datajzb, string mcjzb, string MassRegion) {
6347	+	TCanvas *iTTbarClosureTestCanvas = new TCanvas("iTTbarClosureTestCanvas","iTTbarClosureTestCanvas");
6348	+
6349	+	vector<float> binning;
6350	+	/*
6351	+	binning.push_back(0);
6352	+	binning.push_back(20);
6353	+	binning.push_back(50);
6354	+	binning.push_back(100);
6355	+	//  binning.push_back(200);
6356	+	*/
6357	+	binning.push_back(0);
6358	+	binning.push_back(10);
6359	+	binning.push_back(30);
6360	+	binning.push_back(50);
6361	+	binning.push_back(100);
6362	+	//  binning.push_back(200);
6363	+
6364	+
6365	+	TH1F *hdata  = allsamples.Draw("hdata", datajzb,binning, "JZB [GeV]", "events", fullcut&&TCut("id1==id2"),data,luminosity);
6366	+	TH1F *hodata = allsamples.Draw("hodata",datajzb,binning, "JZB [GeV]", "events", fullcut&&TCut("id1!=id2"),data,luminosity);
6367	+	TH1F *hmc    = allsamples.Draw("hmc",   mcjzb,binning,   "JZB [GeV]", "events", fullcut&&TCut("id1==id2"),mc,luminosity);
6368	+	TH1F *homc   = allsamples.Draw("homc",  mcjzb,binning,   "JZB [GeV]", "events", fullcut&&TCut("id1!=id2"),mc,luminosity);
6369	+
6370	+	hdata->SetLineColor(kBlack);
6371	+	hmc->SetLineColor(kBlack);
6372	+	hodata->SetLineColor(kRed);
6373	+	homc->SetLineColor(kRed);
6374	+	hodata->SetMarkerColor(kRed);
6375	+
6376	+	hdata->GetYaxis()->SetTitle("events");
6377	+
6378	+	float maximum=hdata->GetMaximum()+1.2*sqrt(hdata->GetMaximum());
6379	+	float minimum=hdata->GetMinimum()-1.2*sqrt(hdata->GetMinimum());
6380	+	if(hmc->GetMinimum()<minimum) minimum=hmc->GetMinimum()-1.2*sqrt(hmc->GetMinimum());
6381	+	if(hmc->GetMaximum()>maximum) maximum=hmc->GetMaximum()+1.2*sqrt(hmc->GetMaximum());
6382	+	if(homc->GetMinimum()<minimum) minimum=homc->GetMinimum()-1.2*sqrt(homc->GetMinimum());
6383	+	if(homc->GetMaximum()>maximum) maximum=homc->GetMaximum()+1.2*sqrt(homc->GetMaximum());
6384	+	if(hodata->GetMinimum()<minimum) minimum=hodata->GetMinimum()-1.2*sqrt(hodata->GetMinimum());
6385	+	if(hodata->GetMaximum()>maximum) maximum=hodata->GetMaximum()+1.2*sqrt(hodata->GetMaximum());
6386	+
6387	+	hdata->SetMaximum(maximum);
6388	+	hdata->SetMinimum(minimum);
6389	+
6390	+
6391	+	hdata->Draw();
6392	+	hmc->Draw("same,histo");
6393	+	homc->Draw("same,histo");
6394	+	hdata->Draw("same");
6395	+	hodata->Draw("same");
6396	+
6397	+	TLegend *leg = make_legend();
6398	+	leg->AddEntry(hdata,"SF data","pe");
6399	+	leg->AddEntry(hodata,"OF data","pe");
6400	+	leg->AddEntry(hmc,"SF MC","l");
6401	+	leg->AddEntry(homc,"OF MC","l");
6402	+	leg->Draw();
6403	+
6404	+	DrawPrelim();
6405	+
6406	+	CompleteSave(iTTbarClosureTestCanvas,"iTTbar/TTbar_CR_Closure_"+MassRegion);
6407	+
6408	+	TH1F *ratio_data = (TH1F*)hdata->Clone("ratio_data");
6409	+	ratio_data->Divide(hodata);
6410	+	TH1F *ratio_mc = (TH1F*)hmc->Clone("ratio_mc");
6411	+	ratio_mc->Divide(homc);
6412	+
6413	+	ratio_mc->SetFillColor(kBlue);
6414	+	ratio_mc->SetMarkerSize(0);
6415	+
6416	+	TGraphAsymmErrors *eratio = produce_ratio_graph(ratio_mc);
6417	+
6418	+	eratio->SetFillColor(TColor::GetColor("#00ADE1"));
6419	+	ratio_data->GetYaxis()->SetRangeUser(0.5,1.5);
6420	+	ratio_data->Draw("e1");
6421	+	eratio->Draw("20");
6422	+	ratio_data->Draw("e1,same");
6423	+
6424	+	TLegend *leg2 = make_legend();
6425	+	leg2->AddEntry(ratio_data,"R(SF/OF) in #bar{t}t CR, data","pe");
6426	+	leg2->AddEntry(eratio    ,"R(SF/OF) in #bar{t}t CR, MC"  ,"f");
6427	+	leg2->SetY1(0.8);
6428	+	leg2->SetX1(0.45);
6429	+	leg2->Draw();
6430	+
6431	+	DrawPrelim();
6432	+	CompleteSave(iTTbarClosureTestCanvas,"iTTbar/TTbar_CR_Closure_Ratio_"+MassRegion);
6433	+
6434	+	TFile *f = new TFile("fout.root","RECREATE");
6435	+	eratio->Write();
6436	+	ratio_data->Write();
6437	+	leg2->Write();
6438	+	f->Close();
6439	+
6440	+
6441	+	delete leg;
6442	+	delete leg2;
6443	+	delete ratio_data;
6444	+	delete ratio_mc;
6445	+	delete hdata;
6446	+	delete hmc;
6447	+	delete hodata;
6448	+	delete iTTbarClosureTestCanvas;
6449	+	}
6450	+
6451	+
6452	+
6453	+	void make_ijzb_ttbar_closure_test(string datajzb, string mcjzb) {
6454	+	TCut tt_nJets("pfJetGoodNum40==2");
6455	+	TCut tt_bJet("pfJetGoodNumBtag40==2 && met[4]>10");
6456	+	TCut tt_LowMass("mll>20&&mll<70");
6457	+	TCut tt_HighMass("mll>120&&mll<200");
6458	+	TCut tt_noZ(tt_LowMass || tt_HighMass);
6459	+
6460	+	/*
6461	+	make_iTTbar_JZB_plot(datajzb, mcjzb,tt_nJets&&tt_bJet&&tt_noZ);
6462	+	*/
6463	+	TCanvas *can = new TCanvas("can","can");
6464	+
6465	+	TH1F *hdata  =                allsamples.Draw(        "hdata", "mll",40,0,200, "m_{ll} [GeV]", "events", tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF,data,luminosity);
6466	+	THStack *hmc = new THStack(   allsamples.DrawStack(   "hmc",   "mll",40,0,200, "m_{ll} [GeV]", "events", tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF,mc,  luminosity));
6467	+	TH1F *hodata =                allsamples.Draw(        "hodata","mll",40,0,200, "m_{ll} [GeV]", "events", tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF,data,luminosity);
6468	+	THStack *homc = new THStack(  allsamples.DrawStack(   "homc",  "mll",40,0,200, "m_{ll} [GeV]", "events", tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF,mc,  luminosity));
6469	+
6470	+	TH1F *coll_hmc = CollapseStack(hmc);
6471	+	TH1F *coll_homc = CollapseStack(homc);
6472	+
6473	+	bool dolog=true;
6474	+	bool nolog=false;
6475	+
6476	+	dout << " SF: " << endl;
6477	+	dout << "   Data : " << hdata->Integral() << endl;
6478	+	WriteYield(hmc, 0, 10000);
6479	+	dout << " OF: " << endl;
6480	+	dout << "   Data : " << hodata->Integral() << endl;
6481	+	WriteYield(homc, 0, 10000);
6482	+	hodata->SetLineColor(kRed);
6483	+	hdata->Draw();
6484	+	hmc->Draw("histo,same");
6485	+	hodata->Draw("histo,same");
6486	+	hdata->Draw("e1,same");
6487	+	DrawPrelim();
6488	+	CompleteSave(can,"TestingPrediction");
6489	+
6490	+	dout << "We get an expected ratio of " << coll_hmc->Integral()/coll_homc->Integral() << endl;
6491	+	dout << "In data we find  " << hdata->Integral()/hodata->Integral() << endl;
6492	+
6493	+	Value R_sf_of_low_mass = GetYieldBetween(hdata,20,70)/GetYieldBetween(hodata,20,70);
6494	+	Value R_sf_of_high_mass = GetYieldBetween(hdata,120,200)/GetYieldBetween(hodata,120,200);
6495	+
6496	+	Value R_sf_of_low_mass_mc = GetYieldBetween(coll_hmc,20,70)/GetYieldBetween(coll_homc,20,70);
6497	+	Value R_sf_of_high_mass_mc = GetYieldBetween(coll_hmc,120,200)/GetYieldBetween(coll_homc,120,200);
6498	+
6499	+	dout << "Ratio at low mass  : " << R_sf_of_low_mass  << " (mc : " << R_sf_of_low_mass_mc << " )" << endl;
6500	+	dout << "Ratio at high mass : " << R_sf_of_high_mass << " (mc : " << R_sf_of_high_mass_mc << " )" << endl;
6501	+
6502	+	dout << "Composition at low mass : " << endl;
6503	+	dout << "Same flavor: " << endl;
6504	+	ProduceYields(20, 70, hdata, hmc);
6505	+	dout << "Opposite flavor: " << endl;
6506	+	ProduceYields(20, 70, hodata, homc);
6507	+
6508	+	dout << endl << endl;
6509	+
6510	+	dout << "Composition at high mass : " << endl;
6511	+	dout << "Same flavor: " << endl;
6512	+	ProduceYields(120, 200, hdata, hmc);
6513	+	dout << "Opposite flavor: " << endl;
6514	+	ProduceYields(120, 200, hodata, homc);
6515	+
6516	+
6517	+
6518	+
6519	+	make_plain_kin_plot(mcjzb,(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF),20,-200,200,dolog,"JZB","iTTbar/JZB_SF",false,true);
6520	+	make_plain_kin_plot(mcjzb,(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF),20,-200,200,dolog,"JZB","iTTbar/JZB_OF",false,true);
6521	+
6522	+	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);
6523	+	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);
6524	+
6525	+	make_SF_over_OF_plot(datajzb, mcjzb,tt_nJets&&tt_bJet&&tt_noZ,"mll",20,0,200,"m_{ll} [GeV]","mll");
6526	+
6527	+	MakeSpecialiTTbarClosurePlot((tt_nJets&&tt_bJet&&tt_LowMass),datajzb,mcjzb,"LowMassRegion2070");
6528	+	MakeSpecialiTTbarClosurePlot((tt_nJets&&tt_bJet&&tt_HighMass),datajzb,mcjzb,"HighMassRegion");
6529	+	MakeSpecialiTTbarClosurePlot((tt_nJets&&tt_bJet&&tt_noZ),datajzb,mcjzb,"NoZ");
6530	+
6531	+	//   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);
6532	+	//   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);
6533	+	//
6534	+	//   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);
6535	+	//   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);
6536	+
6537	+
6538	+	delete coll_hmc;
6539	+	delete coll_homc;
6540	+	delete hmc;
6541	+	delete homc;
6542	+	delete hdata;
6543	+	delete hodata;
6544	+	delete can;
6545	+	}
6546	+
6547	+	void compute_global_significance(float local_significance) {
6548	+	float global_sigificance = ROOT::Math::normal_quantile_c(ROOT::Math::normal_cdf_c(local_significance,1)*4,1);
6549	+	dout << "local significance  : " << local_significance << endl;
6550	+	dout << "global significance : " << global_sigificance << endl;
6551	+	}
6552	+
6553
6554		void test() {
6555
6556	+
6557	+	float MCPeak, MCPeakError, DataPeak, DataPeakError;
6558	+	stringstream result, datajzb, mcjzb;
6559	+	bool doPUreweighting=true;
6560	+	bool SwitchOffNJetsCut=false;
6561	+
6562	+
6563	+	TCanvas *can = new TCanvas("can","can");
6564	+	float mcSigma,mcSigmaError,dataSigma,dataSigmaError;
6565	+
6566	+	float NumVtxBin[6] = {0,5,10,15,20,30};
6567	+
6568	+	stringstream NowCut;
6569	+
6570	+	TGraphErrors *gMCPeak = new TGraphErrors();
6571	+	gMCPeak->SetTitle("gMCPeak");
6572	+	gMCPeak->SetName("gMCPeak");
6573	+	TGraphErrors *gDataPeak = new TGraphErrors();
6574	+	gDataPeak->SetTitle("gDataPeak");
6575	+	gDataPeak->SetName("gDataPeak");
6576	+	TGraphErrors *gMCWidth = new TGraphErrors();
6577	+	gMCWidth->SetTitle("gMCWidth");
6578	+	gMCWidth->SetName("gMCWidth");
6579	+	TGraphErrors *gDataWidth = new TGraphErrors();
6580	+	gDataWidth->SetTitle("gDataWidth");
6581	+	gDataWidth->SetName("gDataWidth");
6582	+
6583	+	float AllMCPeaks[200];
6584	+	float AllMCPeaksErrors[200];
6585	+
6586	+	for(int i=10;i<180;i+=20) {
6587	+	NowCut.str("");
6588	+	NowCut << "mll>=" << i << "&&mll<" << i+20;
6589	+	find_one_peak_combination(TCut(NowCut.str().c_str()),SwitchOffNJetsCut,MCPeak,MCPeakError, DataPeak,DataPeakError,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
6590	+	AllMCPeaks[i]=MCPeak;
6591	+	AllMCPeaksErrors[i]=MCPeakError;
6592	+	}
6593	+
6594	+	dout << "Summary : " << endl;
6595	+	for(int i=10;i<180;i+=20) {
6596	+	dout << "For the slice at [" << i << " , " << i+20 << "] we get a peak at " << AllMCPeaks[i] << " +/- " << AllMCPeaksErrors[i] << endl;
6597	+	}
6598	+	/*
6599		TCanvas *testcanv = new TCanvas("testcanv","testcanv");
6600		testcanv->cd();
6601		//  switch_overunderflow(true);
6602	<	TH1F *ptdistr   = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
6603	<	switch_overunderflow(false);
6604	<	ptdistr->Draw();
6605	<	testcanv->SaveAs("test.png");
4446	<	dout << "HELLO there!" << endl;
6602	>	TH1F *histo1 = new TH1F("histo","histo",100,0,1);
6603	>	histo1->Sumw2();
6604	>	TH1F *histo2 = new TH1F("histo2","histo2",100,0,1);
6605	>	histo2->Sumw2();
6606
6607	+	for(int i=0;i<100;i++) {
6608	+	histo1->Fill(1.0/i,i);
6609	+	histo2->Fill(1.0/(i*i),i);
6610	+	}
6611	+
6612	+	histo1->Draw();
6613	+	histo2->Draw("e1,same");
6614	+
6615	+	Save_With_Ratio( histo1, histo2, testcanv->cd(), "Bullshit", false, false, "AnyCrap" );
6616	+
6617	+
6618	+	dout << "HELLO there!" << endl;
6619	+	*/
6620		}

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