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fit1.C File Reference

Detailed Description

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Simple fitting example (1-d histogram with an interpreted function)

TFile** fillrandom.root
TFile* fillrandom.root
KEY: TFormula form1;1 abs(sin(x)/x)
KEY: TF1 sqroot;1 x*gaus(0) + [3]*form1
KEY: TH1F h1f;1 Test random numbers
Formula based function: sqroot
sqroot : x*gaus(0) + [3]*form1 Ndim= 1, Npar= 4, Number= 0
Formula expression:
x*[p0]*exp(-0.5*((x-[p1])/[p2])*((x-[p1])/[p2]))+[p3]*(abs(sin(x)/x))
****************************************
Minimizer is Minuit2 / Migrad
Chi2 = 198.935
NDf = 190
Edm = 1.49283e-07
NCalls = 149
p0 = 33.1658 +/- 0.545703
p1 = 4.00667 +/- 0.0165304
p2 = 0.984663 +/- 0.0128238
p3 = 63.4464 +/- 1.33233
fit1 : Real Time = 0.31 seconds Cpu Time = 0.31 seconds
#include "TCanvas.h"
#include "TFrame.h"
#include "TBenchmark.h"
#include "TString.h"
#include "TF1.h"
#include "TH1.h"
#include "TFile.h"
#include "TROOT.h"
#include "TError.h"
#include "TInterpreter.h"
#include "TSystem.h"
#include "TPaveText.h"
void fit1() {
TCanvas *c1 = new TCanvas("c1_fit1","The Fit Canvas",200,10,700,500);
c1->SetGridx();
c1->SetGridy();
c1->GetFrame()->SetFillColor(21);
c1->GetFrame()->SetBorderMode(-1);
c1->GetFrame()->SetBorderSize(5);
gBenchmark->Start("fit1");
//
// We connect the ROOT file generated in a previous tutorial
// (see <a href="fillrandom.C.nbconvert.ipynb">Filling histograms with random numbers from a function</a>)
//
TString dir = gROOT->GetTutorialDir();
dir.Append("/fit/");
TFile *file = nullptr;
if (!gSystem->AccessPathName("fillrandom.root")) {
// file exists
file = TFile::Open("fillrandom.root");
} else {
gROOT->ProcessLine(Form(".x %s../hist/fillrandom.C(0)",dir.Data()));
file = TFile::Open("fillrandom.root");
if (!file) return;
}
//
// The function "ls()" lists the directory contents of this file
//
file->ls();
//
// Get object "sqroot" from the file. Undefined objects are searched
// for using gROOT->FindObject("xxx"), e.g.:
// TF1 *sqroot = (TF1*) gROOT.FindObject("sqroot")
//
TF1 * sqroot = nullptr;
file->GetObject("sqroot",sqroot);
if (!sqroot){
Error("fit1.C","Cannot find object sqroot of type TF1\n");
return;
}
sqroot->Print();
//
// Now get and fit histogram h1f with the function sqroot
//
TH1F* h1f = nullptr;
file->GetObject("h1f",h1f);
if (!h1f){
Error("fit1.C","Cannot find object h1f of type TH1F\n");
return;
}
h1f->SetFillColor(45);
h1f->Fit("sqroot");
// We now annotate the picture by creating a PaveText object
// and displaying the list of commands in this macro
//
TPaveText * fitlabel = new TPaveText(0.6,0.4,0.9,0.75,"NDC");
fitlabel->SetTextAlign(12);
fitlabel->SetFillColor(42);
fitlabel->ReadFile(Form("%sfit1_C.txt",dir.Data()));
fitlabel->Draw();
c1->Update();
gBenchmark->Show("fit1");
}
R__EXTERN TBenchmark * gBenchmark
Definition TBenchmark.h:59
void Error(const char *location, const char *msgfmt,...)
Use this function in case an error occurred.
Definition TError.cxx:185
#define gROOT
Definition TROOT.h:407
char * Form(const char *fmt,...)
Formats a string in a circular formatting buffer.
Definition TString.cxx:2467
R__EXTERN TSystem * gSystem
Definition TSystem.h:560
virtual void SetFillColor(Color_t fcolor)
Set the fill area color.
Definition TAttFill.h:37
virtual void Start(const char *name)
Starts Benchmark with the specified name.
virtual void Show(const char *name)
Stops Benchmark name and Prints results.
The Canvas class.
Definition TCanvas.h:23
1-Dim function class
Definition TF1.h:214
void Print(Option_t *option="") const override
This method must be overridden when a class wants to print itself.
Definition TF1.cxx:2897
A ROOT file is composed of a header, followed by consecutive data records (TKey instances) with a wel...
Definition TFile.h:53
static TFile * Open(const char *name, Option_t *option="", const char *ftitle="", Int_t compress=ROOT::RCompressionSetting::EDefaults::kUseCompiledDefault, Int_t netopt=0)
Create / open a file.
Definition TFile.cxx:4075
1-D histogram with a float per channel (see TH1 documentation)}
Definition TH1.h:577
virtual TFitResultPtr Fit(const char *formula, Option_t *option="", Option_t *goption="", Double_t xmin=0, Double_t xmax=0)
Fit histogram with function fname.
Definition TH1.cxx:3901
A Pave (see TPave) with text, lines or/and boxes inside.
Definition TPaveText.h:21
Basic string class.
Definition TString.h:139
const char * Data() const
Definition TString.h:380
TString & Append(const char *cs)
Definition TString.h:576
virtual Bool_t AccessPathName(const char *path, EAccessMode mode=kFileExists)
Returns FALSE if one can access a file using the specified access mode.
Definition TSystem.cxx:1283
return c1
Definition legend1.C:41
Definition file.py:1
Definition fit1.py:1
Author
Rene Brun

Definition in file fit1.C.