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Comparing UserCode/cbrown/Development/Plotting/Modules/EdgeLimit.C (file contents):
Revision 1.22 by buchmann, Fri Jun 14 15:52:03 2013 UTC vs.
Revision 1.29 by buchmann, Wed Jun 26 16:28:21 2013 UTC

#	Line 29 | Line 29
29		#include "RooStats/HypoTestInverterOriginal.h"
30
31		//#include "ParametrizedEdge.C"
32	+	#include "ExtendedMath.C"
33		#include "EdgeModules/RooSUSYTPdf.cxx"
34		#include "EdgeModules/RooSUSYBkgPdf.cxx"
35	+	#include "EdgeModules/RooSUSYCompleteBkgPdf.cxx"
36
37
38	+	#include "md5/md5.h"
39	+	#include "md5/md5.C"
40	+
41		using namespace std;
42		using namespace PlottingSetup;
43
#	Line 76 | Line 81 | namespace EdgeFitter {
81		TCut cut;
82
83		RooDataSet* AllData;
84	<	RooDataSet* SFSample;
85	<	RooDataSet* OFSample;
84	>	RooDataSet* eeSample;
85	>	RooDataSet* mmSample;
86	>	RooDataSet* OFSample;
87	>	RooDataSet* SFSample;
88
89		bool MarcoDebug=true;
90
#	Line 92 | Line 99 | namespace EdgeFitter {
99		bool AllowTriangle=true;
100		}
101
95	–	TLatex* WriteAppleStudel() {
96	–	string sel="Apple Strudel Preliminary";
97	–	TLatex *sele = new TLatex(0.97,0.135,sel.c_str());
98	–	sele->SetNDC(true);
99	–	sele->SetTextColor(TColor::GetColor("#848484"));
100	–	sele->SetTextFont(42);
101	–	sele->SetTextAlign(32);
102	–	sele->SetTextSize(0.03);
103	–	sele->SetTextAngle(270);
104	–	return sele;
105	–	}
106	–
102		TGraph* EdgeFitter::prepareLM(float mass, float nEv) {
103		float massLM[1];
104		massLM[0]=mass;
#	Line 283 | Line 278 | float EdgeFitter::calcExclusion(RooWorks
278
279		}
280
281	+	string GetSkimName(int isample) {
282	+	return removefunnystring(allsamples.collection[isample].filename);
283	+	}
284	+
285		TTree* SkimTree(int isample) {
286	<	string TreeName = removefunnystring(allsamples.collection[isample].filename);
286	>	string TreeName = GetSkimName(isample);
287		cout << "About to skim " << TreeName << " for sample id " << isample << endl;
288	<	TTree* newTree = new TTree("NanoTree",TreeName.c_str());
288	>	TTree* newTree = new TTree(TreeName.c_str(),TreeName.c_str());
289
290		float mll,edgeWeight;
291		int id1,id2;
#	Line 339 | Line 338 | void EdgeFitter::InitializeVariables(flo
338		}
339
340		TTree* MergeTrees(vector<TTree*> trees) {
341	+	assert(trees.size()>0);
342		TTree * newtree = (TTree*)trees[0]->CloneTree(0);
343		newtree->SetTitle("FullTree");
344		newtree->SetName("FullTree");
#	Line 368 | Line 368 | TTree* MergeTrees(vector<TTree*> trees)
368
369		void EdgeFitter::PrepareDatasets(int is_data) {
370		write_warning(__FUNCTION__,"Need to make this function ready for scans as well (use signal from scan samples)");
371	<	TFile *tempout = new TFile("tempout.root","RECREATE");
371	>
372	>	ensure_directory_exists(PlottingSetup::cbafbasedir+"/EdgeCache/");
373	>
374	>	stringstream FileName;
375	>	FileName << PlottingSetup::cbafbasedir << "/EdgeCache/" << md5((const char*)cut) << ".root";
376	>
377	>
378	>	TFile *fEdgeCache;
379	>	if(PlottingSetup::do_CleanCache) fEdgeCache = new TFile(FileName.str().c_str(),"RECREATE");
380	>	else fEdgeCache = new TFile(FileName.str().c_str(),"UPDATE");
381	>
382	>	if(fEdgeCache->GetNkeys()==0) {
383	>	ofstream CacheOverview;
384	>	CacheOverview.open((PlottingSetup::cbafbasedir+"/EdgeCache/CacheOverview").c_str(),ios::app);
385	>	CacheOverview << md5((const char*)cut) << ";" << (const char*) cut << endl;
386	>	CacheOverview.close();
387	>	}
388	>
389		vector<TTree*> SkimmedTrees;
390		TTree *SkimmedTree[(int)allsamples.collection.size()];
391		for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
#	Line 378 | Line 395 | void EdgeFitter::PrepareDatasets(int is_
395		if(is_data!=1&&allsamples.collection[isample].is_data==true) continue;//kick all data samples when looking for MC
396		if(is_data!=2&&allsamples.collection[isample].is_signal==true) continue;//remove signal sample if we don't want it.
397		if(EdgeFitter::MarcoDebug) dout << "Considering : " << allsamples.collection[isample].samplename << endl;
398	<	SkimmedTree[isample] = SkimTree(isample);
399	<	tempout->cd();
400	<	SkimmedTree[isample]->Write();
398	>
399	>	string SkimName = GetSkimName(isample);
400	>	SkimmedTree[isample] = (TTree*)fEdgeCache->Get(SkimName.c_str());
401	>	if(!SkimmedTree[isample]) {
402	>	dout << "Need to generate tree for " << allsamples.collection[isample].filename << endl;
403	>	SkimmedTree[isample] = SkimTree(isample);
404	>	fEdgeCache->cd();
405	>	SkimmedTree[isample]->Write();
406	>	} else {
407	>	dout << "Loaded tree for " << allsamples.collection[isample].filename << " from cache file " << endl;
408	>	}
409	>
410		SkimmedTrees.push_back(SkimmedTree[isample]);
411		}
412
#	Line 397 | Line 423 | void EdgeFitter::PrepareDatasets(int is_
423		string title="CMS Data";
424		if(is_data!=1) title="CMS SIMULATION";
425		RooDataSet LAllData("LAllData",title.c_str(),completetree,observables,"","edgeWeight");
426	<	tempout->cd();
427	<	completetree->Write();
428	<	tempout->Close();
429	<
430	<	EdgeFitter::SFSample = (RooDataSet*)LAllData.reduce("id1==id2");
426	>	fEdgeCache->Close();
427	>	dout << "Edge cache closed." << endl;
428	>
429	>	EdgeFitter::eeSample = (RooDataSet*)LAllData.reduce("id1==id2&&id1==0");
430	>	EdgeFitter::mmSample = (RooDataSet*)LAllData.reduce("id1==id2&&id1==1");
431		EdgeFitter::OFSample = (RooDataSet*)LAllData.reduce("id1!=id2");
432	+	EdgeFitter::SFSample = (RooDataSet*)LAllData.reduce("id1==id2");
433		EdgeFitter::AllData  = (RooDataSet*)LAllData.reduce("id1!=id2||id1==id2");
434
435	<	SFSample->SetName("SFSample");
435	>
436	>	eeSample->SetName("eeSample");
437	>	mmSample->SetName("mmSample");
438		OFSample->SetName("OFSample");
439	+	SFSample->SetName("SFSample");
440		AllData->SetName("AllData");
441
442	+	eeSample->SetTitle("eeSample");
443	+	mmSample->SetTitle("mmSample");
444	+	OFSample->SetTitle("OFSample");
445	+	SFSample->SetTitle("SFSample");
446	+	AllData->SetTitle("AllData");
447	+
448		if(EdgeFitter::MarcoDebug) {
449		dout << "Number of (weighted) events in full sample = " << AllData->sumEntries() << " (raw events : " << AllData->numEntries() << ")" <<  endl;
450	<	dout << "Number of (weighted) events in eemm sample = " << SFSample->sumEntries() << " (raw events : " << SFSample->numEntries() << ")" <<  endl;
450	>	dout << "Number of (weighted) events in ee sample = " << eeSample->sumEntries() << " (raw events : " << eeSample->numEntries() << ")" <<  endl;
451	>	dout << "Number of (weighted) events in mm sample = " << mmSample->sumEntries() << " (raw events : " << mmSample->numEntries() << ")" <<  endl;
452	>	dout << "Number of (weighted) events in SF sample = " << SFSample->sumEntries() << " (raw events : " << SFSample->numEntries() << ")" <<  endl;
453		dout << "Number of (weighted) events in em sample = " << OFSample->sumEntries() << " (raw events : " << OFSample->numEntries() << ")" <<  endl;
454		}
455
456		}
457
458		void EdgeFitter::DrawDatasetContent(int is_data) {
459	<	TCanvas* cSFdata = new TCanvas("cSFdata","cSFdata") ;
459	>	TCanvas* ceedata = new TCanvas("ceedata","ceedata") ;
460
461		RooRealVar mll("mll","m_{ll}",mllmin,mllmax,"GeV/c^{2}");
462	<	RooPlot* frame1 = mll.frame(RooFit::Bins(int((mllmax-mllmin)/5.0)),RooFit::Title("SF sample")) ;
462	>	RooPlot* frame1 = mll.frame(RooFit::Bins(int((mllmax-mllmin)/5.0)),RooFit::Title("ee sample")) ;
463		frame1->GetXaxis()->CenterTitle(1);
464		frame1->GetYaxis()->CenterTitle(1);
465	<	SFSample->plotOn(frame1,RooFit::Name("SFdata")) ;
465	>	eeSample->plotOn(frame1,RooFit::Name("eedata"));
466
467	<	RooPlot* frame2 = mll.frame(RooFit::Bins(int((mllmax-mllmin)/5.0)),RooFit::Title("OF sample")) ;
467	>	RooPlot* frame2 = mll.frame(RooFit::Bins(int((mllmax-mllmin)/5.0)),RooFit::Title("mm sample")) ;
468		frame2->GetXaxis()->CenterTitle(1);
469		frame2->GetYaxis()->CenterTitle(1);
470	<	OFSample->plotOn(frame2,RooFit::Name("OFdata")) ;
470	>	mmSample->plotOn(frame2,RooFit::Name("mmdata"));
471
472	<	//  THStack sf_ref = allsamples.DrawStack("sf_ref","mll",int((mllmax-mllmin)/5.0),mllmin,mllmax, "m_{ll} [GeV]", "events", cut&&TCut("id1==id2"),is_data, luminosity);
473	<	//  THStack of_ref = allsamples.DrawStack("of_ref","mll",int((mllmax-mllmin)/5.0),mllmin,mllmax, "m_{ll} [GeV]", "events", cut&&TCut("id1!=id2"),is_data, luminosity);
472	>	RooPlot* frame3 = mll.frame(RooFit::Bins(int((mllmax-mllmin)/5.0)),RooFit::Title("OF sample")) ;
473	>	frame3->GetXaxis()->CenterTitle(1);
474	>	frame3->GetYaxis()->CenterTitle(1);
475	>	OFSample->plotOn(frame3,RooFit::Name("OFdata"));
476
477	<	TH1F *sf_ref = allsamples.Draw("sf_ref","mll",int((mllmax-mllmin)/5.0),mllmin,mllmax, "m_{ll} [GeV]", "events", cut&&TCut("id1==id2"),is_data, luminosity);
477	>	TH1F *ee_ref = allsamples.Draw("ee_ref","mll",int((mllmax-mllmin)/5.0),mllmin,mllmax, "m_{ll} [GeV]", "events", cut&&TCut("id1==id2&&id1==0"),is_data, luminosity);
478	>	TH1F *mm_ref = allsamples.Draw("mm_ref","mll",int((mllmax-mllmin)/5.0),mllmin,mllmax, "m_{ll} [GeV]", "events", cut&&TCut("id1==id2&&id1==1"),is_data, luminosity);
479		TH1F *of_ref = allsamples.Draw("of_ref","mll",int((mllmax-mllmin)/5.0),mllmin,mllmax, "m_{ll} [GeV]", "events", cut&&TCut("id1!=id2"),is_data, luminosity);
480
481	<	TH1F *sf_fit = (TH1F*)SFSample->createHistogram("sf_fit",mll,RooFit::Binning(int((mllmax-mllmin)/5)),RooFit::SumW2Error(true));
481	>	ee_ref->SetFillColor(TColor::GetColor("#3ADF00"));
482	>	mm_ref->SetFillColor(TColor::GetColor("#3ADF00"));
483	>	of_ref->SetFillColor(TColor::GetColor("#3ADF00"));
484	>
485	>	TH1F *ee_fit = (TH1F*)eeSample->createHistogram("ee_fit",mll,RooFit::Binning(int((mllmax-mllmin)/5)),RooFit::SumW2Error(true));
486	>	TH1F *mm_fit = (TH1F*)mmSample->createHistogram("mm_fit",mll,RooFit::Binning(int((mllmax-mllmin)/5)),RooFit::SumW2Error(true));
487		TH1F *of_fit = (TH1F*)OFSample->createHistogram("of_fit",mll,RooFit::Binning(int((mllmax-mllmin)/5)),RooFit::SumW2Error(true));
488
489	<	TLegend *leg = allsamples.allbglegend();
490	<	leg->AddEntry(sf_fit,"RooDataSet content","p");
491	<	leg->SetX1(0.58);
489	>	TLegend *leg = make_legend();
490	>	leg->AddEntry(ee_fit,"RooDataSet content","p");
491	>	leg->AddEntry(ee_ref,"CBAF cross-check","f");
492	>	leg->SetX1(0.5);
493	>	leg->SetY1(0.75);
494
495	<	cSFdata->cd() ;
495	>	ceedata->cd() ;
496		gPad->SetLeftMargin(0.15);
497	+	frame1->SetMaximum(1.2*frame1->GetMaximum());
498		frame1->GetYaxis()->SetTitleOffset(1.4);
499		frame1->Draw();
500	<	sf_ref->Draw("histo,same");
501	<	sf_fit->Draw("e1,same");
500	>	ee_ref->Draw("histo,same");
501	>	ee_fit->Draw("e1,same");
502		leg->Draw("same");
503		if(is_data==data) DrawPrelim();
504		else DrawPrelim(PlottingSetup::luminosity,true);
505	<	CompleteSave(cSFdata,"Edge/SF_NoFit");
505	>	CompleteSave(ceedata,"Edge/PreFit_ee");
506
507	<	TCanvas* cOFdata = new TCanvas("cOFdata","cOFdata") ;
459	<	cOFdata->cd() ;
507	>	ceedata->cd() ;
508		gPad->SetLeftMargin(0.15);
509	<	frame2->SetMaximum(frame1->GetMaximum());
509	>	frame2->SetMaximum(1.2*frame2->GetMaximum());
510		frame2->GetYaxis()->SetTitleOffset(1.4);
511		frame2->Draw();
512	+	mm_ref->Draw("histo,same");
513	+	mm_fit->Draw("e1,same");
514	+	leg->Draw("same");
515	+	if(is_data==data) DrawPrelim();
516	+	else DrawPrelim(PlottingSetup::luminosity,true);
517	+	CompleteSave(ceedata,"Edge/PreFit_mm");
518	+
519	+	TCanvas* cOFdata = new TCanvas("cOFdata","cOFdata") ;
520	+	cOFdata->cd() ;
521	+	gPad->SetLeftMargin(0.15);
522	+	frame3->SetMaximum(1.2*frame3->GetMaximum());
523	+	frame3->GetYaxis()->SetTitleOffset(1.4);
524	+	frame3->Draw();
525		of_ref->Draw("histo,same");
526		of_fit->Draw("e1,same");
527		leg->Draw("same");
528		if(is_data==data) DrawPrelim();
529		else DrawPrelim(PlottingSetup::luminosity,true);
530	<	CompleteSave(cOFdata,"Edge/OF_NoFit");
530	>	CompleteSave(cOFdata,"Edge/PreFit_OF");
531
532	<	delete sf_fit;
532	>	delete ee_fit;
533	>	delete mm_fit;
534		delete of_fit;
535
536	<	delete sf_ref;
536	>	delete ee_ref;
537	>	delete mm_ref;
538		delete of_ref;
476	–
539		}
540
541		string WriteWithError(float central, float error, int digits) {
#	Line 521 | Line 583 | void EdgeFitter::DoFit(int is_data, floa
583
584		prefix << EdgeFitter::Mode << "_" << jzb_cut;
585
586	+	if(!EdgeFitter::AllowTriangle && EdgeFitter::FixedMEdge>=0) prefix << "__MEdgeFix_"+any2string(EdgeFitter::FixedMEdge);
587	+
588		if(EdgeFitter::AllowTriangle) prefix << "__H1";
589		else prefix << "__H0";
590
591		RooRealVar mll("mll","m_{ll}",mllmin,mllmax,"GeV/c^{2}");
592		RooRealVar edgeWeight("edgeWeight","edgeWeight",0,1000,"");
593		RooCategory sample("sample","sample") ;
594	<	sample.defineType("SF");
595	<	//sample.defineType("mm");
594	>	sample.defineType("ee");
595	>	sample.defineType("mm");
596		sample.defineType("OF");
597	+	sample.defineType("SF");
598	+
599	+	RooDataSet combData("combData","combined data",RooArgSet(mll,edgeWeight),RooFit::Index(sample),RooFit::Import("ee",*eeSample),RooFit::Import("mm",*mmSample),RooFit::Import("OF",*OFSample),RooFit::Import("SF",*SFSample),RooFit::WeightVar(edgeWeight));
600	+
601	+	//------------------------------------------------------------------------------------------------------------------------------------
602	+	//    _____ _               __
603	+	//   / ____| |             /_ |
604	+	//  | (___ | |_ ___ _ __    | |
605	+	//   \___ \| __/ _ \ '_ \   | |
606	+	//   ____) | ||  __/ |_) |  | |
607	+	//  |_____/ \__\___| .__/   |_|
608	+	//                 | |
609	+	//                 |_|
610	+	//
611	+	// Fit OF to get good initial values for flavor-symmetric background
612
534	–	//RooDataSet combData("combData","combined data",mll,Index(sample),Import("SF",*SFSample),Import("mm",*mmSample),Import("OF",*OFSample));
535	–	RooDataSet combData("combData","combined data",RooArgSet(mll,edgeWeight),RooFit::Index(sample),RooFit::Import("SF",*SFSample),RooFit::Import("OF",*OFSample),RooFit::WeightVar(edgeWeight));
613
614
615		//First we make a fit to opposite flavor
616	<	RooRealVar fttbarOF("fttbarOF", "fttbarOF", 100, 0, 1.5*combData.sumEntries());
617	<	RooRealVar par1ttbarOF("par1ttbarOF", "par1ttbarOF", 1.6, 0.01, 4.0);
616	>	RooRealVar fttbarOF("fttbarOF", "fttbarOF", 0.8*OFSample->sumEntries(), 0, 1.2*OFSample->sumEntries());
617	>	RooRealVar par1ttbarOF("par1ttbarOF", "par1ttbarOF", 1.77, 0.01, 4.0);
618		RooRealVar par2ttbarOF("par2ttbarOF", "par2ttbarOF", 1.0);
619	<	RooRealVar par3ttbarOF("par3ttbarOF", "par3ttbarOF", 0.028, 0.001, 1.0);
619	>	RooRealVar par3ttbarOF("par3ttbarOF", "par3ttbarOF", 0.0272, 0.001, 1.0);
620		RooRealVar par4ttbarOF("par4ttbarOF", "par4ttbarOF", 2.0);
621		RooSUSYBkgPdf ttbarOF("ttbarOF","ttbarOF", mll , par1ttbarOF, par2ttbarOF, par3ttbarOF, par4ttbarOF);
622		RooAddPdf model_OF("model_OF","model_OF", ttbarOF, fttbarOF);
#	Line 565 | Line 642 | void EdgeFitter::DoFit(int is_data, floa
642		frameO->Draw();
643		if(is_data==data) DrawPrelim();
644		else DrawPrelim(PlottingSetup::luminosity,true);
645	<	if(EdgeFitter::FixedMEdge>=0) CompleteSave(pof,"Edge/OF__OFFitonly_"+prefix.str()+"__MEdgeFix_"+any2string(EdgeFitter::FixedMEdge),false,false);
569	<	else CompleteSave(pof,"Edge/OF__OFFitonly_"+prefix.str(),false,false);
645	>	CompleteSave(pof,"Edge/OF__OFFitonly_"+prefix.str(),false,false);
646		delete pof;
647	+
648	+	TCanvas* pof2 = new TCanvas("pof2","pof2") ;
649	+	pof2->cd();
650	+	gPad->SetLeftMargin(0.15);
651	+	frameO->GetYaxis()->SetTitleOffset(1.4);
652	+	frameO->Draw();
653	+	if(is_data==data) DrawPrelim();
654	+	else DrawPrelim(PlottingSetup::luminosity,true);
655	+	stringstream OFFitParameterSummary;
656	+	OFFitParameterSummary << "#splitline{ftbbarOF = " <<  WriteWithError(fttbarOF.getVal(),fttbarOF.getError(),3)  << "}{";
657	+	OFFitParameterSummary << "#splitline{par1ttbarOF = " <<  WriteWithError(par1ttbarOF.getVal(),par1ttbarOF.getError(),3)  << "}{";
658	+	OFFitParameterSummary << "#splitline{par2ttbarOF = " <<  WriteWithError(par2ttbarOF.getVal(),par2ttbarOF.getError(),3)  << "}{";
659	+	OFFitParameterSummary << "#splitline{par3ttbarOF = " <<  WriteWithError(par3ttbarOF.getVal(),par3ttbarOF.getError(),3)  << "}{";
660	+	OFFitParameterSummary << "par4ttbarOF = " <<  WriteWithError(par4ttbarOF.getVal(),par4ttbarOF.getError(),3);
661	+	OFFitParameterSummary << "}}}}";
662	+	TLatex *OFFitinfobox = new TLatex(0.57,0.75,OFFitParameterSummary.str().c_str());
663	+	OFFitinfobox->SetNDC();
664	+	OFFitinfobox->SetTextSize(0.03);
665	+	OFFitinfobox->Draw();
666	+
667	+
668	+	CompleteSave(pof2,"Edge/OF__OFFitonly_"+prefix.str()+"__INFO",false,false);
669	+
670	+	delete pof2;
671
672		if(resultOF->covQual()!=3) {
673		write_error(__FUNCTION__,"OF fit did not converge!!! Cannot continue!");
#	Line 579 | Line 679 | void EdgeFitter::DoFit(int is_data, floa
679		write_info(__FUNCTION__,"OF fit converged");
680		}
681
682	+
683	+	//    _____ _               ___
684	+	//   / ____| |             |__ \
685	+	//  | (___ | |_ ___ _ __      ) |
686	+	//   \___ \| __/ _ \ '_ \    / /
687	+	//   ____) | ||  __/ |_) |  / /_
688	+	//  |_____/ \__\___| .__/  |____|
689	+	//                 | |
690	+	//                 |_|
691	+	//
692	+	// Set up all the models
693	+
694	+
695	+	// Step 2a: set up edge position (if fixed), and maximum Z yield
696		float StartingMedge=70;
697		if(EdgeFitter::FixedMEdge>0) StartingMedge=EdgeFitter::FixedMEdge;
584	–
698
699		RooDataSet *ZDataSet = (RooDataSet*)EdgeFitter::AllData->reduce("id1==id2 && abs(mll-91.2)<20");
700
#	Line 589 | Line 702 | void EdgeFitter::DoFit(int is_data, floa
702		dout << "maxZ was set to " << maxZ << endl;
703		delete ZDataSet;
704
705	+	RooRealVar JustOne("JustOne","Just One",1) ;
706	+
707
708	<	// Now same flavor
709	<	RooRealVar fzSF("fzSF", "fzSF", 39, 39, maxZ);
710	<	RooRealVar meanzSF("meanzSF", "meanzSF", 91.1876, 89, 95);
596	<	//RooRealVar sigmazSF("sigmazSF", "sigmazSF", 0.5);
597	<	RooRealVar sigmazSF("sigmazSF", "sigmazSF", 5, 0.5, 5);
598	<	RooRealVar widthzSF("widthzSF", "widthzSF", 2.94);
599	<	widthzSF.setConstant(1);
600	<
601	<	/*RooRealVar fttbarSFx("fttbarSFx","fttbarSFx",0.2,1.8);
602	<	RooRealVar mRsfof("mRsfof","mRsfof",1.02);
603	<	RooRealVar wRsfof("wRsfof","wRsfof",0.07);
604	<
605	<	RooGaussian RSFOF("RSFOF","RSFOF",fttbarSFx,mRsfof,wRsfof);
606	<	RooProdPdf fttbarSF("fttbarSF","fttbarOF*RSFOF",RooArgList(RSFOF,fttbarOF));*/
607	<	RooRealVar fttbarSF("fttbarSF", "fttbarSF", fttbarOF.getVal(), 0.2*fttbarOF.getVal(), 1.5*fttbarOF.getVal());
708	>	// Step 2b: set up the models!
709	>	RooRealVar eefrac("eefrac","eefrac",eeSample->sumEntries()/(eeSample->sumEntries()+mmSample->sumEntries()));
710	>	RooFormulaVar mmfrac("mmfrac","1-eefrac",RooArgSet(eefrac));
711
712	<	RooRealVar par1ttbarSF("par1ttbarSF", "par1ttbarSF", 1.02*par1ttbarOF.getVal(), (1.02-0.07)*par1ttbarOF.getVal(), (1.02+0.07)*par1ttbarOF.getVal());
713	<
714	<	RooRealVar fsignalSF("fsignalSF", "fsignalSF", 0, 0, 300);
715	<	RooRealVar par1signalSF("par1signalSF", "par1signalSF", 45, 20, 100);
613	<	RooRealVar par2signalSF("par2signalSF", "par2signalSF", 2, 1, 10);
614	<	RooRealVar par3signalSF("par3signalSF", "par3signalSF", StartingMedge, 0, 300);
615	<
616	<	RooVoigtian zSF("zSF", "zSF", mll, meanzSF, widthzSF, sigmazSF);
617	<
618	<	if(EdgeFitter::FixedMEdge>0) par3signalSF.setConstant();
712	>	RooRealVar rOneOverEMFrac("rOneOverEMFrac","rOneOverEMFrac",1.02,1.02-0.07,1.02+0.07);
713	>	RooRealVar rmean("rmean","rmean",1.02);
714	>	RooRealVar rwidth("rwidth","rwidth",0.07);
715	>	RooGaussian OneOverEMFrac("OneOverEMFrac","OneOverEMFrac",rOneOverEMFrac,rmean,rwidth);
716
717	<	RooSUSYBkgPdf ttbarSF("ttbarSF","ttbarSF", mll , par1ttbarSF, par2ttbarOF, par3ttbarOF, par4ttbarOF);
718	<	RooSUSYTPdf signalSF("signalSF","signalSF", mll , par1signalSF, sigmazSF, par3signalSF);
719	<
720	<	RooAddPdf model_SF("model_SF","model_SF", RooArgList(zSF, ttbarSF, signalSF), RooArgList(fzSF, fttbarSF, fsignalSF));
717	>
718	>	// FIRST: Drell-Yan: different parameters for resolution of DY (and of course yield), but same mean and so on
719	>	RooRealVar widthz("widthz", "widthz", 2.94);
720	>	widthz.setConstant(1);
721	>	RooRealVar meanz("meanz", "meanz", 91.1876, 89, 93);
722	>	RooRealVar fzSF("fzSF","fzSF",39,0,maxZ);
723	>	RooFormulaVar fzee("fzee","eefrac*fzSF",RooArgSet(eefrac,fzSF));
724	>	RooFormulaVar fzmm("fzmm","mmfrac*fzSF",RooArgSet(mmfrac,fzSF));
725	>	RooRealVar sigmazee("sigmazee", "sigmazee", 5, 0.5, 5);
726	>	RooRealVar sigmazmm("sigmazmm", "sigmazmm", 5, 0.5, 5);
727	>
728	>	RooVoigtian zee("zee", "zee", mll, meanz, widthz, sigmazee);
729	>	RooVoigtian zmm("zmm", "zmm", mll, meanz, widthz, sigmazmm);
730
731
732	+
733	+	//SECOND: Flavor-Symmetry contribution. Only relative fraction is different, all other parameters are the same;
734	+	RooFormulaVar fttbaree("fttbaree","eefrac*fttbarOF*OneOverEMFrac",RooArgSet(eefrac,fttbarOF,OneOverEMFrac));
735	+	RooFormulaVar fttbarmm("fttbarmm","mmfrac*fttbarOF*OneOverEMFrac",RooArgSet(mmfrac,fttbarOF,OneOverEMFrac));
736	+
737	+	RooSUSYBkgPdf ttbaree("ttbaree","ttbaree", mll , par1ttbarOF, par2ttbarOF, par3ttbarOF, par4ttbarOF);
738	+	RooSUSYBkgPdf ttbarmm("ttbarmm","ttbarmm", mll , par1ttbarOF, par2ttbarOF, par3ttbarOF, par4ttbarOF);
739	+	RooAddPdf ttbarSF("ttbarSF","ttbarSF", RooArgList(ttbaree,ttbarmm), RooArgList(fttbaree,fttbarmm));
740	+
741	+
742	+	//for signal only the resolution and absolute fraction are different for ee / mm
743	+	RooRealVar fsignal("fsignal", "fsignal", 0, 0, (eeSample->sumEntries()+mmSample->sumEntries()-OFSample->sumEntries()));
744	+	RooFormulaVar fsignalee("fsignalee","eefrac*fsignal",RooArgSet(eefrac,fsignal));
745	+	RooFormulaVar fsignalmm("fsignalmm","mmfrac*fsignal",RooArgSet(mmfrac,fsignal));
746	+
747	+	RooRealVar par1signal("par1signal", "par1signal", 45, 20, 100);
748	+	par1signal.setConstant(1); // doesn't have any effect.
749	+	RooRealVar par3signal("par3signal", "par3signal", StartingMedge, 0, 300); // this is the edge position
750	+	if(EdgeFitter::FixedMEdge>0) par3signal.setConstant();
751	+
752	+	RooSUSYTPdf signalee("signalee","signalee", mll , par1signal, sigmazee, par3signal);
753	+	RooSUSYTPdf signalmm("signalmm","signalmm", mll , par1signal, sigmazmm, par3signal);
754	+	RooAddPdf signalSF("signalSF","signalSF",RooArgList(signalee,signalmm),RooArgList(fsignalee,fsignalmm));
755	+
756		if(!EdgeFitter::AllowTriangle) {
757	<	fsignalSF.setVal(0.0); // kill off the signal if we don't want the triangle
758	<	fsignalSF.setConstant(1);
759	<	par1signalSF.setConstant(1);
760	<	par2signalSF.setConstant(1);
631	<	par3signalSF.setConstant(1);
757	>	fsignal.setVal(0.0); // kill off the signal if we don't want the triangle
758	>	fsignal.setConstant(1);
759	>	par1signal.setConstant(1);
760	>	par3signal.setConstant(1);
761		}
762
763	+
764	+
765	+	//COMPLETE MODEL:
766	+	RooAddPdf model_ee("model_ee","model_ee", RooArgList(zee, ttbaree, signalee), RooArgList(fzee, fttbaree, fsignalee));
767	+	RooAddPdf model_mm("model_mm","model_mm", RooArgList(zmm, ttbarmm, signalmm), RooArgList(fzmm, fttbarmm, fsignalmm));
768	+	RooAddPdf model_SF("model_SF","model_SF",RooArgList(model_ee,model_mm),RooArgList(JustOne,JustOne));
769	+
770	+
771	+	//    _____ _               ____
772	+	//   / ____| |             |___ \
773	+	//  | (___ | |_ ___ _ __     __) |
774	+	//   \___ \| __/ _ \ '_ \   |__ <
775	+	//   ____) | ||  __/ |_) |  ___) |
776	+	//  |_____/ \__\___| .__/  |____/
777	+	//                 | |
778	+	//                 |_|
779	+	//
780	+	//  Fitting
781	+
782		RooSimultaneous simPdf("simPdf","simultaneous pdf",sample) ;
783	<	simPdf.addPdf(model_SF,"SF") ;
783	>	simPdf.addPdf(model_ee,"ee") ;
784	>	simPdf.addPdf(model_mm,"mm") ;
785		simPdf.addPdf(model_OF,"OF") ;
786
787	<
787	>	//RooFitResult *result = simPdf.fitTo(combData, RooFit::Save(), RooFit::Extended(),RooFit::Minos(true),RooFit::ExternalConstraints(OneOverEMFrac));
788		RooFitResult *result = simPdf.fitTo(combData, RooFit::Save(), RooFit::Extended(),RooFit::Minos(true));
789
790		if(result->covQual()!=3) {
#	Line 652 | Line 801 | void EdgeFitter::DoFit(int is_data, floa
801		result->Print();
802		dout << "============================= < /Full results > =============================" << endl;
803
804	+	//    _____ _               _  _
805	+	//   / ____| |             | || |
806	+	//  | (___ | |_ ___ _ __   | || |_
807	+	//   \___ \| __/ _ \ '_ \  |__   _|
808	+	//   ____) | ||  __/ |_) |    | |
809	+	//  |_____/ \__\___| .__/     |_|
810	+	//                 | |
811	+	//                 |_|
812	+	//
813	+	//   Present results
814
815		RooPlot* frame1 = mll.frame(RooFit::Bins(int((mllmax-mllmin)/5.0)),RooFit::Title("EE sample")) ;
816		frame1->GetXaxis()->CenterTitle(1);
817		frame1->GetYaxis()->CenterTitle(1);
818	<	combData.plotOn(frame1,RooFit::Name("SFdata"),RooFit::Cut("sample==sample::SF")) ;
819	<	simPdf.plotOn(frame1,RooFit::Slice(sample,"SF"),RooFit::Name("FullFit"),RooFit::ProjWData(sample,combData), RooFit::LineColor(kBlack)) ;
820	<	simPdf.plotOn(frame1,RooFit::Slice(sample,"SF"),RooFit::Name("TTbarSFonly"),RooFit::Components("ttbarSF"),RooFit::ProjWData(sample,combData),RooFit::LineStyle(kDashed)) ;
821	<	simPdf.plotOn(frame1,RooFit::Slice(sample,"SF"),RooFit::Name("DYSFonly"),RooFit::Components("zSF"), RooFit::ProjWData(sample, combData), RooFit::LineStyle(kDashed), RooFit::LineColor(kRed));
822	<	if(EdgeFitter::AllowTriangle) simPdf.plotOn(frame1,RooFit::Slice(sample,"SF"),RooFit::Name("SignalSFonly"),RooFit::Components("signalSF"), RooFit::ProjWData(sample, combData), RooFit::LineStyle(kDashed), RooFit::LineColor(kGreen));
823	<
824	<	if(EdgeFitter::AllowTriangle) EdgeFitter::FixedMEdgeChi2_H1=frame1->chiSquare("FullFit", "SFdata", 3);
825	<	else EdgeFitter::FixedMEdgeChi2_H0=frame1->chiSquare("FullFit", "SFdata", 3);
826	<
827	<	dout << "Result   : " << endl;
828	<	if(EdgeFitter::AllowTriangle) dout << "f signal : " << fsignalSF.getVal() << " +/- " << fsignalSF.getError() << endl;
829	<	//  dout << "f ttbar  : " << fttbarSF.getVal() << " +/- " << fttbarSF.getError() << endl;
830	<	dout << "f ttbar  : " << fttbarSF.getVal() << " +/- NO ERROR CUZ ITS A PDF "<< endl;
831	<	dout << "f tt OF  : " << fttbarOF.getVal() << " +/- " << fttbarOF.getError() << endl;
832	<	dout << "f z SF   : " << fzSF.getVal() << " +/- " << fzSF.getError() << endl;
833	<	if(EdgeFitter::AllowTriangle) dout << "#Chi^{2}/NDF     : " << EdgeFitter::FixedMEdgeChi2_H1 << endl;
675	<	else dout << "#Chi^{2}/NDF     : " << EdgeFitter::FixedMEdgeChi2_H0 << endl;
818	>	combData.plotOn(frame1,RooFit::Name("eedata"),RooFit::Cut("sample==sample::ee")) ;
819	>	simPdf.plotOn(frame1,RooFit::Slice(sample,"ee"),RooFit::Name("FullFitEE"),RooFit::ProjWData(sample,combData), RooFit::LineColor(kBlack)) ;
820	>	simPdf.plotOn(frame1,RooFit::Slice(sample,"ee"),RooFit::Name("TTbarEEonly"),RooFit::Components("ttbaree"),RooFit::ProjWData(sample,combData),RooFit::LineStyle(kDashed)) ;
821	>	simPdf.plotOn(frame1,RooFit::Slice(sample,"ee"),RooFit::Name("DYEEonly"),RooFit::Components("zee"), RooFit::ProjWData(sample, combData), RooFit::LineStyle(kDashed), RooFit::LineColor(kRed));
822	>	if(EdgeFitter::AllowTriangle) simPdf.plotOn(frame1,RooFit::Slice(sample,"ee"),RooFit::Name("SignalEEonly"),RooFit::Components("signalee"), RooFit::ProjWData(sample, combData), RooFit::LineStyle(kDashed), RooFit::LineColor(kGreen));
823	>
824	>
825	>	RooPlot* frame2 = mll.frame(RooFit::Bins(int((mllmax-mllmin)/5.0)),RooFit::Title("mm sample")) ;
826	>	frame2->GetXaxis()->CenterTitle(1);
827	>	frame2->GetYaxis()->CenterTitle(1);
828	>	combData.plotOn(frame2,RooFit::Name("mmdata"),RooFit::Cut("sample==sample::mm")) ;
829	>	simPdf.plotOn(frame2,RooFit::Slice(sample,"mm"),RooFit::Name("FullFitMM"),RooFit::ProjWData(sample,combData), RooFit::LineColor(kBlack)) ;
830	>	simPdf.plotOn(frame2,RooFit::Slice(sample,"mm"),RooFit::Name("TTbarMMonly"),RooFit::Components("ttbarmm"),RooFit::ProjWData(sample,combData),RooFit::LineStyle(kDashed)) ;
831	>	simPdf.plotOn(frame2,RooFit::Slice(sample,"mm"),RooFit::Name("DYMMonly"),RooFit::Components("zmm"), RooFit::ProjWData(sample, combData), RooFit::LineStyle(kDashed), RooFit::LineColor(kRed));
832	>	if(EdgeFitter::AllowTriangle) simPdf.plotOn(frame2,RooFit::Slice(sample,"mm"),RooFit::Name("SignalMMonly"),RooFit::Components("signalmm"), RooFit::ProjWData(sample, combData), RooFit::LineStyle(kDashed), RooFit::LineColor(kGreen));
833	>
834
677	–	// The same plot for the cointrol sample slice
835		RooPlot* frame3 = mll.frame(RooFit::Bins(int((mllmax-mllmin)/5.0)),RooFit::Title("OF sample")) ;
836		frame3->GetXaxis()->CenterTitle(1);
837		frame3->GetYaxis()->CenterTitle(1);
838	<	frame3->SetMaximum(frame1->GetMaximum());
839	<	combData.plotOn(frame3,RooFit::Cut("sample==sample::OF")) ;
840	<	simPdf.plotOn(frame3,RooFit::Slice(sample,"OF"),RooFit::ProjWData(sample,combData), RooFit::LineColor(kBlack)) ;
841	<	simPdf.plotOn(frame3,RooFit::Slice(sample,"OF"),RooFit::Components("ttbarOF"),RooFit::ProjWData(sample,combData),RooFit::LineStyle(kDashed)) ;
842	<
838	>	combData.plotOn(frame3,RooFit::Name("OFdata"),RooFit::Cut("sample==sample::OF")) ;
839	>	simPdf.plotOn(frame3,RooFit::Slice(sample,"OF"),RooFit::Name("FullFitOF"),RooFit::ProjWData(sample,combData), RooFit::LineColor(kBlack)) ;
840	>	simPdf.plotOn(frame3,RooFit::Slice(sample,"OF"),RooFit::Name("TTbarOFonly"),RooFit::Components("ttbarOF"),RooFit::ProjWData(sample,combData),RooFit::LineStyle(kDashed)) ;
841	>	simPdf.plotOn(frame3,RooFit::Slice(sample,"OF"),RooFit::Name("DYOFonly"),RooFit::Components("zOF"), RooFit::ProjWData(sample, combData), RooFit::LineStyle(kDashed), RooFit::LineColor(kRed));
842	>
843	>	RooAbsPdf *ee_result = simPdf.getPdf("ee");
844	>	RooAbsPdf *mm_result = simPdf.getPdf("mm");
845	>	RooAddPdf SF_result("SF_result","SF_result",RooArgList(*ee_result,*mm_result));
846	>
847	>
848	>	TCanvas* g = new TCanvas("g","g") ;
849	>
850	>	RooPlot* frame4 = mll.frame(RooFit::Bins(int((mllmax-mllmin)/5.0)),RooFit::Title("SF sample")) ;
851	>	frame4->GetXaxis()->CenterTitle(1);
852	>	frame4->GetYaxis()->CenterTitle(1);
853	>	EdgeFitter::SFSample->plotOn(frame4,RooFit::Name("SFdata")) ;
854	>	SF_result.plotOn(frame4,RooFit::Name("FullFitSF"),RooFit::ProjWData(*EdgeFitter::SFSample),RooFit::LineColor(kBlack));
855	>	SF_result.plotOn(frame4,RooFit::Name("TTbarSFonly"),RooFit::ProjWData(*EdgeFitter::SFSample),RooFit::Components("ttbaree,ttbarmm"),RooFit::LineColor(kBlue),RooFit::LineStyle(kDashed));
856	>	SF_result.plotOn(frame4,RooFit::Name("DYSFonly"),RooFit::ProjWData(*EdgeFitter::SFSample),RooFit::Components("zmm,zee"), RooFit::LineStyle(kDashed), RooFit::LineColor(kRed));
857	>	if(EdgeFitter::AllowTriangle) SF_result.plotOn(frame4,RooFit::Name("SignalSFonly"),RooFit::Components("signalee,signalmm"), RooFit::ProjWData(*EdgeFitter::SFSample), RooFit::LineStyle(kDashed), RooFit::LineColor(kGreen));
858
859	+	/// ********************************************************************************************************************************
860		TCanvas* c = new TCanvas("rf501_simultaneouspdf","rf403_simultaneouspdf") ;
861		c->cd() ;
862		gPad->SetLeftMargin(0.15);
#	Line 691 | Line 864 | void EdgeFitter::DoFit(int is_data, floa
864		frame1->Draw();
865		if(is_data==data) DrawPrelim();
866		else DrawPrelim(PlottingSetup::luminosity,true);
867	<	stringstream infotext;
868	<	infotext << "#splitline{Fit results (" << EdgeFitter::Mode << ">" << jzb_cut << "): }{#splitline{";
869	<	infotext << "N(Data) = " << EdgeFitter::SFSample->sumEntries() << "}{#splitline{";
870	<	infotext << "N(Z+Jets) = " << WriteWithError(fzSF.getVal(),fzSF.getError(),3) << "}{#splitline{";
871	<	//infotext << "N(t#bar{t}) = " << WriteWithError(fttbarSF.getVal(),fttbarSF.getError(),3) << "}{#splitline{";
872	<	infotext << "N(t#bar{t}) = " << WriteWithError(fttbarSF.getVal(),0,3) << "}{#splitline{";
873	<	write_warning(any2string(__LINE__),"Don't have the error yet, need to complete this");
874	<	if(EdgeFitter::AllowTriangle) {
875	<	infotext << "N(signal) = " << WriteWithError(fsignalSF.getVal(),fsignalSF.getError(),3) << "}{";
876	<	infotext << "m_{edge} = " << WriteWithError(par3signalSF.getVal(),par3signalSF.getError(),3) << "}}}}}";
877	<	} else infotext << "}{}}}}}";
705	<
706	<	TLatex *infobox = new TLatex(0.57,0.75,infotext.str().c_str());
707	<	infobox->SetNDC();
708	<	infobox->SetTextSize(0.03);
709	<	infobox->Draw();
710	<	if(EdgeFitter::FixedMEdge>=0) CompleteSave(c,"Edge/"+prefix.str()+"_SF__MEdgeFix_"+any2string(EdgeFitter::FixedMEdge),false,false);
711	<	else CompleteSave(c,"Edge/"+prefix.str()+"_SF",false,false);
712	<	delete c;
867	>	CompleteSave(c,"Edge/"+prefix.str()+"_ee",false,false);
868	>	stringstream eeFitParameterSummary;
869	>	eeFitParameterSummary << "#splitline{t#bar{t} : " <<  WriteWithError((OneOverEMFrac.getVal()*fttbarOF.getVal()*eefrac.getVal()),(OneOverEMFrac.getVal()*fttbarOF.getVal()*eefrac.getVal())*sqrt(pow(fttbarOF.getError()/fttbarOF.getVal(),2)+pow(eefrac.getError()/eefrac.getVal(),2)),3)  << "}{";//no taking uncertainty on R(SF/OF) into consideration!
870	>	eeFitParameterSummary << "#splitline{DY    : " <<  WriteWithError((fzSF.getVal()*eefrac.getVal()),(fzSF.getVal()*eefrac.getVal())*sqrt(pow(fzSF.getError()/fzSF.getVal(),2)+pow(eefrac.getError()/eefrac.getVal(),2)),3)  << "}{";
871	>	eeFitParameterSummary << "#splitline{signal    : " <<  WriteWithError((fsignal.getVal()*eefrac.getVal()),(fsignal.getVal()*eefrac.getVal())*sqrt(pow(fsignal.getError()/fsignal.getVal(),2)+pow(eefrac.getError()/eefrac.getVal(),2)),3)  << "}{";
872	>	eeFitParameterSummary << "}}}";
873	>	TLatex *eeFitinfobox = new TLatex(0.57,0.75,eeFitParameterSummary.str().c_str());
874	>	eeFitinfobox->SetNDC();
875	>	eeFitinfobox->SetTextSize(0.03);
876	>	eeFitinfobox->Draw();
877	>	CompleteSave(c,"Edge/"+prefix.str()+"_ee__INFO",false,false);
878
879	<	TCanvas* e = new TCanvas("rf501_simultaneouspdfem","rf403_simultaneouspdfem") ;
880	<	e->cd();
879	>	c->cd() ;
880	>	gPad->SetLeftMargin(0.15);
881	>	frame2->GetYaxis()->SetTitleOffset(1.4);
882	>	frame2->Draw();
883	>	if(is_data==data) DrawPrelim();
884	>	else DrawPrelim(PlottingSetup::luminosity,true);
885	>	CompleteSave(c,"Edge/"+prefix.str()+"_mm",false,false);
886	>	stringstream mmFitParameterSummary;
887	>	mmFitParameterSummary << "#splitline{t#bar{t} : " <<  WriteWithError((OneOverEMFrac.getVal()*fttbarOF.getVal()*(1-eefrac.getVal())),(OneOverEMFrac.getVal()*fttbarOF.getVal()*(1-eefrac.getVal()))*sqrt(pow(fttbarOF.getError()/fttbarOF.getVal(),2)+pow(eefrac.getError()/(1-eefrac.getVal()),2)),3)  << "}{";//no taking uncertainty on R(SF/OF) into consideration!
888	>	mmFitParameterSummary << "#splitline{DY    : " <<  WriteWithError((fzSF.getVal()*(1-eefrac.getVal())),(fzSF.getVal()*(1-eefrac.getVal()))*sqrt(pow(fzSF.getError()/fzSF.getVal(),2)+pow(eefrac.getError()/(1-eefrac.getVal()),2)),3)  << "}{";
889	>	mmFitParameterSummary << "#splitline{signal    : " <<  WriteWithError((fsignal.getVal()*(1-eefrac.getVal())),(fsignal.getVal()*(1-eefrac.getVal()))*sqrt(pow(fsignal.getError()/fsignal.getVal(),2)+pow(eefrac.getError()/(1-eefrac.getVal()),2)),3)  << "}{";
890	>	mmFitParameterSummary << "}}}";
891	>	TLatex *mmFitinfobox = new TLatex(0.57,0.75,mmFitParameterSummary.str().c_str());
892	>	mmFitinfobox->SetNDC();
893	>	mmFitinfobox->SetTextSize(0.03);
894	>	mmFitinfobox->Draw();
895	>	CompleteSave(c,"Edge/"+prefix.str()+"_mm__INFO",false,false);
896	>
897	>	c->cd() ;
898		gPad->SetLeftMargin(0.15);
899		frame3->GetYaxis()->SetTitleOffset(1.4);
900		frame3->Draw();
901		if(is_data==data) DrawPrelim();
902		else DrawPrelim(PlottingSetup::luminosity,true);
903	<	if(EdgeFitter::FixedMEdge>=0) CompleteSave(e,"Edge/"+prefix.str()+"_OF__MEdgeFix_"+any2string(EdgeFitter::FixedMEdge),false,false);
904	<	else CompleteSave(e,"Edge/"+prefix.str()+"_OF",false,false);
905	<	delete e;
724	<
725	<
726	<
727	<
728	<	/*  TCanvas* f = new TCanvas("rf501_simultaneouspdfem","rf403_simultaneouspdfem") ;
729	<	f->cd();
903	>	CompleteSave(c,"Edge/"+prefix.str()+"_OF",false,false);
904	>
905	>	c->cd() ;
906		gPad->SetLeftMargin(0.15);
907		frame4->GetYaxis()->SetTitleOffset(1.4);
908		frame4->Draw();
909		if(is_data==data) DrawPrelim();
910		else DrawPrelim(PlottingSetup::luminosity,true);
911	<	CompleteSave(f,"Edge/"+prefix.str()+"_SF");
912	<	delete f;*/
913	<
911	>	CompleteSave(c,"Edge/"+prefix.str()+"_SF",false,false);
912	>	stringstream SFFitParameterSummary;
913	>	SFFitParameterSummary << "#splitline{t#bar{t} : " <<  WriteWithError((OneOverEMFrac.getVal()*fttbarOF.getVal()),(OneOverEMFrac.getVal()*fttbarOF.getVal())*sqrt(pow(fttbarOF.getError()/fttbarOF.getVal(),2)),3)  << "}{";//no taking uncertainty on R(SF/OF) into consideration!
914	>	SFFitParameterSummary << "#splitline{DY    : " <<  WriteWithError((fzSF.getVal()),(fzSF.getVal())*sqrt(pow(fzSF.getError()/fzSF.getVal(),2)),3)  << "}{";
915	>	SFFitParameterSummary << "#splitline{signal    : " <<  WriteWithError(fsignal.getVal(),(fsignal.getVal())*sqrt(pow(fsignal.getError()/fsignal.getVal(),2)),3)  << "}{";
916	>	SFFitParameterSummary << "}}}";
917	>	TLatex *SFFitinfobox = new TLatex(0.57,0.75,SFFitParameterSummary.str().c_str());
918	>	SFFitinfobox->SetNDC();
919	>	SFFitinfobox->SetTextSize(0.03);
920	>	SFFitinfobox->Draw();
921	>	CompleteSave(c,"Edge/"+prefix.str()+"_SF__INFO",false,false);
922
923	<	/*
924	<	float maxZ=200;
741	<	RooWorkspace* wspace = new RooWorkspace();
742	<	stringstream mllvar;
743	<	mllvar << "mll[" << (mllmax-mllmin)/2 << "," << mllmin << "," << mllmax << "]";
744	<	wspace->factory(mllvar.str().c_str());
745	<	wspace->var("mll")->setBins(30);
746	<	wspace->factory("nSig[1.,0.,100.]");
747	<	wspace->factory(("nZ[0.04.,0.,"+any2string(maxZ)+"]").c_str());
748	<	wspace->factory("rME[1.12,1.05,1.19]");
749	<	wspace->factory("effUncert[1.]");
750	<	EdgeFitter::prepareLimits(wspace, true);
751	<	*/
923	>	delete c;
924	>	/// ********************************************************************************************************************************
925
926	<	write_warning(__FUNCTION__," A lot missing here to calculate limits");
926	>	if(result->covQual()==3) {
927	>	if(EdgeFitter::AllowTriangle) EdgeFitter::FixedMEdgeChi2_H1=frame4->chiSquare("FullFitSF", "SFdata", 3);
928	>	else EdgeFitter::FixedMEdgeChi2_H0=frame4->chiSquare("FullFitSF", "SFdata", 3);
929	>	}
930
931		}
932
#	Line 770 | Line 946 | void EdgeFitter::DoEdgeFit(string mcjzb,
946		RooMsgService::instance().setGlobalKillBelow(RooFit::FATAL);
947
948
773	–
949		EdgeFitter::AllowTriangle=false;
950		EdgeFitter::DoFit(is_data, jzb_cut);
951
777	–	write_info(__FUNCTION__,"TAKING SHORTCUT");return;
778	–
952		EdgeFitter::AllowTriangle=true;
953
954	<	bool ScanMassRange=false;
954	>	bool ScanMassRange=true;
955		float ScanSteps=5.0;//GeV
956
957

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