doc/v632/testSmooth_8C.html

int ipad = 1;

TCanvas * c1 = 0;


void smooth_hist(const char * fname, double xmin, double xmax, int n1, int n2) {


   std::cout << "smoothing a " << fname << " histogram" << std::endl;


   TH1D * h1 = new TH1D("h1","h1",100,xmin,xmax);

   TH1D * h2 = new TH1D("h2","h2",100,xmin,xmax);

   h1->FillRandom(fname,n1);


   TH1D * h1_s = new TH1D(*h1);

   h1_s->SetName("h1_s");

   h1_s->Smooth();


   h2->FillRandom(fname,n2);


   double p1 = h1->Chi2Test(h2,"");

   double p2 = h1_s->Chi2Test(h2,"UU");

   if (p2 < p1) Error("testSmooth","TH1::Smooth is not working correctly - a worst chi2 is obtained");


   std::cout << " chi2 test non-smoothed histo " << p1 <<  std::endl;

   std::cout << " chi2 test smoothed histo     " << p2 <<  std::endl;


   double a1 = h1->AndersonDarlingTest(h2);

   double a2 = h1_s->AndersonDarlingTest(h2);


   std::cout << " AD test non-smoothed histo " << a1 <<  std::endl;

   std::cout << " AD test smoothed histo     " << a2 <<  std::endl;


   double k1 = h1->KolmogorovTest(h2);

   double k2 = h1_s->KolmogorovTest(h2);


   std::cout << " KS test non-smoothed histo " << k1 <<  std::endl;

   std::cout << " KS test smoothed histo     " << k2 <<  std::endl;


   c1->cd(ipad++);

   h1->Draw("E");

   h1_s->SetLineColor(kRed);

   h1_s->Draw("same");

   h2->Scale(double(n1)/n2);

   h2->SetLineColor(kGreen);

   h2->Draw("same");

}


void testSmooth(int n1 = 1000, int n2 = 1000000) {


   TH1::AddDirectory(false);


   c1  = new TCanvas();

   c1->Divide(1,3);


   smooth_hist("gaus",-5,5,n1,n2);

   smooth_hist("landau",-5,15,n1,n2);

   smooth_hist("expo",-5,0,n1,n2);


}

kRed
@ kRed
Definition Rtypes.h:66

kGreen
@ kGreen
Definition Rtypes.h:66

TRangeDynCast
ROOT::Detail::TRangeCast< T, true > TRangeDynCast
TRangeDynCast is an adapter class that allows the typed iteration through a TCollection.
Definition TCollection.h:358

Error
void Error(const char *location, const char *msgfmt,...)
Use this function in case an error occurred.
Definition TError.cxx:185

xmin
float xmin
Definition THbookFile.cxx:95

xmax
float xmax
Definition THbookFile.cxx:95

ROOT::Detail::TRangeCast
Definition TCollection.h:311

TCanvas
The Canvas class.
Definition TCanvas.h:23

TH1D
1-D histogram with a double per channel (see TH1 documentation)
Definition TH1.h:669

TH1::AddDirectory
static void AddDirectory(Bool_t add=kTRUE)
Sets the flag controlling the automatic add of histograms in memory.
Definition TH1.cxx:1294

TH1::FillRandom
virtual void FillRandom(const char *fname, Int_t ntimes=5000, TRandom *rng=nullptr)
Fill histogram following distribution in function fname.
Definition TH1.cxx:3519

TH1::Draw
void Draw(Option_t *option="") override
Draw this histogram with options.
Definition TH1.cxx:3066

TH1::AndersonDarlingTest
virtual Double_t AndersonDarlingTest(const TH1 *h2, Option_t *option="") const
Statistical test of compatibility in shape between this histogram and h2, using the Anderson-Darling ...
Definition TH1.cxx:8030

TH1::Chi2Test
virtual Double_t Chi2Test(const TH1 *h2, Option_t *option="UU", Double_t *res=nullptr) const
test for comparing weighted and unweighted histograms.
Definition TH1.cxx:2008

TH1::KolmogorovTest
virtual Double_t KolmogorovTest(const TH1 *h2, Option_t *option="") const
Statistical test of compatibility in shape between this histogram and h2, using Kolmogorov test.
Definition TH1.cxx:8146

c1
return c1
Definition legend1.C:41

h1
TH1F * h1
Definition legend1.C:5