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rf502_wspacewrite.C File Reference

'ORGANIZATION AND SIMULTANEOUS FITS' RooFit tutorial macro #502 More...

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Detailed Description

'ORGANIZATION AND SIMULTANEOUS FITS' RooFit tutorial macro #502

Creating and writing a workspace

#ifndef __CINT__
#include "RooGlobalFunc.h"
#endif
#include "RooRealVar.h"
#include "RooDataSet.h"
#include "RooGaussian.h"
#include "RooConstVar.h"
#include "RooChebychev.h"
#include "RooAddPdf.h"
#include "RooWorkspace.h"
#include "RooPlot.h"
#include "TCanvas.h"
#include "TAxis.h"
#include "TFile.h"
#include "TH1.h"
using namespace RooFit ;
void rf502_wspacewrite()
{
// C r e a t e m o d e l a n d d a t a s e t
// -----------------------------------------------
// Declare observable x
RooRealVar x("x","x",0,10) ;
// Create two Gaussian PDFs g1(x,mean1,sigma) anf g2(x,mean2,sigma) and their parameters
RooRealVar mean("mean","mean of gaussians",5,0,10) ;
RooRealVar sigma1("sigma1","width of gaussians",0.5) ;
RooRealVar sigma2("sigma2","width of gaussians",1) ;
RooGaussian sig1("sig1","Signal component 1",x,mean,sigma1) ;
RooGaussian sig2("sig2","Signal component 2",x,mean,sigma2) ;
// Build Chebychev polynomial p.d.f.
RooRealVar a0("a0","a0",0.5,0.,1.) ;
RooRealVar a1("a1","a1",-0.2,0.,1.) ;
RooChebychev bkg("bkg","Background",x,RooArgSet(a0,a1)) ;
// Sum the signal components into a composite signal p.d.f.
RooRealVar sig1frac("sig1frac","fraction of component 1 in signal",0.8,0.,1.) ;
RooAddPdf sig("sig","Signal",RooArgList(sig1,sig2),sig1frac) ;
// Sum the composite signal and background
RooRealVar bkgfrac("bkgfrac","fraction of background",0.5,0.,1.) ;
RooAddPdf model("model","g1+g2+a",RooArgList(bkg,sig),bkgfrac) ;
// Generate a data sample of 1000 events in x from model
RooDataSet *data = model.generate(x,1000) ;
// C r e a t e w o r k s p a c e , i m p o r t d a t a a n d m o d e l
// -----------------------------------------------------------------------------
// Create a new empty workspace
RooWorkspace *w = new RooWorkspace("w","workspace") ;
// Import model and all its components into the workspace
w->import(model) ;
// Import data into the workspace
w->import(*data) ;
// Print workspace contents
w->Print() ;
// S a v e w o r k s p a c e i n f i l e
// -------------------------------------------
// Save the workspace into a ROOT file
w->writeToFile("rf502_workspace.root") ;
// Workspace will remain in memory after macro finishes
gDirectory->Add(w) ;
}
Author
07/2008 - Wouter Verkerke

Definition in file rf502_wspacewrite.C.