doc/master/rf208__convolution_8C.html

#include "RooRealVar.h"

#include "RooDataSet.h"

#include "RooGaussian.h"

#include "RooLandau.h"

#include "RooFFTConvPdf.h"

#include "RooPlot.h"

#include "TCanvas.h"

#include "TAxis.h"

#include "TH1.h"

using namespace RooFit;


void rf208_convolution()

{

   // S e t u p   c o m p o n e n t   p d f s

   // ---------------------------------------


   // Construct observable

   RooRealVar t("t", "t", -10, 30);


   // Construct landau(t,ml,sl) ;

   RooRealVar ml("ml", "mean landau", 5., -20, 20);

   RooRealVar sl("sl", "sigma landau", 1, 0.1, 10);

   RooLandau landau("lx", "lx", t, ml, sl);


   // Construct gauss(t,mg,sg)

   RooRealVar mg("mg", "mg", 0);

   RooRealVar sg("sg", "sg", 2, 0.1, 10);

   RooGaussian gauss("gauss", "gauss", t, mg, sg);


   // C o n s t r u c t   c o n v o l u t i o n   p d f

   // ---------------------------------------


   // Set #bins to be used for FFT sampling to 10000

   t.setBins(10000, "cache");


   // Construct landau (x) gauss

   RooFFTConvPdf lxg("lxg", "landau (X) gauss", t, landau, gauss);


   // S a m p l e ,   f i t   a n d   p l o t   c o n v o l u t e d   p d f

   // ----------------------------------------------------------------------


   // Sample 1000 events in x from gxlx

   std::unique_ptr<RooDataSet> data{lxg.generate(t, 10000)};


   // Fit gxlx to data

   lxg.fitTo(*data, PrintLevel(-1));


   // Plot data, landau pdf, landau (X) gauss pdf

   RooPlot *frame = t.frame(Title("landau (x) gauss convolution"));

   data->plotOn(frame);

   lxg.plotOn(frame);

   landau.plotOn(frame, LineStyle(kDashed));


   // Draw frame on canvas

   new TCanvas("rf208_convolution", "rf208_convolution", 600, 600);

   gPad->SetLeftMargin(0.15);

   frame->GetYaxis()->SetTitleOffset(1.4);

   frame->Draw();

}

RooDataSet.h

RooFFTConvPdf.h

RooGaussian.h

RooLandau.h

RooPlot.h

RooRealVar.h

kDashed
@ kDashed
Definition TAttLine.h:48

TAxis.h

TCanvas.h

data
Option_t Option_t TPoint TPoint const char GetTextMagnitude GetFillStyle GetLineColor GetLineWidth GetMarkerStyle GetTextAlign GetTextColor GetTextSize void data
Definition TGWin32VirtualXProxy.cxx:104

TH1.h

gPad
#define gPad
Definition TVirtualPad.h:308

RooFFTConvPdf
PDF for the numerical (FFT) convolution of two PDFs.
Definition RooFFTConvPdf.h:25

RooGaussian
Plain Gaussian p.d.f.
Definition RooGaussian.h:24

RooLandau
Landau distribution p.d.f.
Definition RooLandau.h:24

RooPlot
Plot frame and a container for graphics objects within that frame.
Definition RooPlot.h:43

RooPlot::frame
static RooPlot * frame(const RooAbsRealLValue &var, double xmin, double xmax, Int_t nBins)
Create a new frame for a given variable in x.
Definition RooPlot.cxx:185

RooPlot::GetYaxis
TAxis * GetYaxis() const
Definition RooPlot.cxx:1224

RooPlot::Draw
void Draw(Option_t *options=nullptr) override
Draw this plot and all of the elements it contains.
Definition RooPlot.cxx:597

RooRealVar
Variable that can be changed from the outside.
Definition RooRealVar.h:37

TAttAxis::SetTitleOffset
virtual void SetTitleOffset(Float_t offset=1)
Set distance between the axis and the axis title.
Definition TAttAxis.cxx:298

TCanvas
The Canvas class.
Definition TCanvas.h:23

RooFit
The namespace RooFit contains mostly switches that change the behaviour of functions of PDFs (or othe...
Definition CodegenImpl.h:64

rf208_convolution
Definition rf208_convolution.py:1