////////////////////////////////////////////////////////////////////////// // // 'BASIC FUNCTIONALITY' RooFit tutorial macro #107 // // Demonstration of various plotting styles of data, functions // in a RooPlot // // 07/2008 - Wouter Verkerke // ///////////////////////////////////////////////////////////////////////// #ifndef __CINT__ #include "RooGlobalFunc.h" #endif #include "RooRealVar.h" #include "RooDataSet.h" #include "RooGaussian.h" #include "TCanvas.h" #include "TAxis.h" #include "RooPlot.h" using namespace RooFit ; void rf107_plotstyles() { // S e t u p m o d e l // --------------------- // Create observables RooRealVar x("x","x",-10,10) ; // Create Gaussian RooRealVar sigma("sigma","sigma",3,0.1,10) ; RooRealVar mean("mean","mean",-3,-10,10) ; RooGaussian gauss("gauss","gauss",x,mean,sigma) ; // Generate a sample of 100 events with sigma=3 RooDataSet* data = gauss.generate(x,100) ; // Fit pdf to data gauss.fitTo(*data) ; // M a k e p l o t f r a m e s // ------------------------------- // Make four plot frames to demonstrate various plotting features RooPlot* frame1 = x.frame(Name("xframe"),Title("Red Curve / SumW2 Histo errors"),Bins(20)) ; RooPlot* frame2 = x.frame(Name("xframe"),Title("Dashed Curve / No XError bars"),Bins(20)) ; RooPlot* frame3 = x.frame(Name("xframe"),Title("Filled Curve / Blue Histo"),Bins(20)) ; RooPlot* frame4 = x.frame(Name("xframe"),Title("Partial Range / Filled Bar chart"),Bins(20)) ; // D a t a p l o t t i n g s t y l e s // --------------------------------------- // Use sqrt(sum(weights^2)) error instead of Poisson errors data->plotOn(frame1,DataError(RooAbsData::SumW2)) ; // Remove horizontal error bars data->plotOn(frame2,XErrorSize(0)) ; // Blue markers and error bors data->plotOn(frame3,MarkerColor(kBlue),LineColor(kBlue)) ; // Filled bar chart data->plotOn(frame4,DrawOption("B"),DataError(RooAbsData::None),XErrorSize(0),FillColor(kGray)) ; // F u n c t i o n p l o t t i n g s t y l e s // ----------------------------------------------- // Change line color to red gauss.plotOn(frame1,LineColor(kRed)) ; // Change line style to dashed gauss.plotOn(frame2,LineStyle(kDashed)) ; // Filled shapes in green color gauss.plotOn(frame3,DrawOption("F"),FillColor(kOrange),MoveToBack()) ; // gauss.plotOn(frame4,Range(-8,3),LineColor(kMagenta)) ; TCanvas* c = new TCanvas("rf107_plotstyles","rf107_plotstyles",800,800) ; c->Divide(2,2) ; c->cd(1) ; gPad->SetLeftMargin(0.15) ; frame1->GetYaxis()->SetTitleOffset(1.6) ; frame1->Draw() ; c->cd(2) ; gPad->SetLeftMargin(0.15) ; frame2->GetYaxis()->SetTitleOffset(1.6) ; frame2->Draw() ; c->cd(3) ; gPad->SetLeftMargin(0.15) ; frame3->GetYaxis()->SetTitleOffset(1.6) ; frame3->Draw() ; c->cd(4) ; gPad->SetLeftMargin(0.15) ; frame4->GetYaxis()->SetTitleOffset(1.6) ; frame4->Draw() ; }