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Reference Guide
List of all members | Public Types | Public Member Functions | Static Public Member Functions | Private Member Functions | Static Private Member Functions | Private Attributes | List of all members
ROOT::Math::GoFTest Class Reference

Definition at line 38 of file GoFTest.h.

Public Types

enum  EDistribution {
  kUndefined, kUserDefined, kGaussian, kLogNormal,
  kExponential
}
 
enum  ETestType { kAD, kAD2s, kKS, kKS2s }
 
enum  EUserDistribution { kCDF, kPDF }
 

Public Member Functions

 GoFTest (UInt_t sample1Size, const Double_t *sample1, UInt_t sample2Size, const Double_t *sample2)
 
 GoFTest (UInt_t sampleSize, const Double_t *sample, EDistribution dist=kUndefined)
 
template<class Dist >
 GoFTest (UInt_t sampleSize, const Double_t *sample, Dist &dist, EUserDistribution userDist=kPDF, Double_t xmin=1, Double_t xmax=0)
 
 GoFTest (UInt_t sampleSize, const Double_t *sample, const IGenFunction &dist, EUserDistribution userDist=kPDF, Double_t xmin=1, Double_t xmax=0)
 
virtual ~GoFTest ()
 
void AndersonDarling2SamplesTest (Double_t &pvalue, Double_t &testStat) const
 
Double_t AndersonDarling2SamplesTest (const Char_t *option="p") const
 
void AndersonDarlingTest (Double_t &pvalue, Double_t &testStat) const
 
Double_t AndersonDarlingTest (const Char_t *option="p") const
 
void KolmogorovSmirnov2SamplesTest (Double_t &pvalue, Double_t &testStat) const
 
Double_t KolmogorovSmirnov2SamplesTest (const Char_t *option="p") const
 
void KolmogorovSmirnovTest (Double_t &pvalue, Double_t &testStat) const
 
Double_t KolmogorovSmirnovTest (const Char_t *option="p") const
 
void operator() (ETestType test, Double_t &pvalue, Double_t &testStat) const
 
Double_t operator() (ETestType test=kAD, const Char_t *option="p") const
 
void SetDistribution (EDistribution dist)
 
template<class Dist >
void SetUserCDF (Dist &cdf, Double_t xmin=1, Double_t xmax=0)
 
void SetUserCDF (const IGenFunction &cdf, Double_t xmin=1, Double_t xmax=0)
 
template<class Dist >
void SetUserDistribution (Dist &dist, EUserDistribution userDist=kPDF, Double_t xmin=1, Double_t xmax=0)
 
void SetUserDistribution (const IGenFunction &dist, GoFTest::EUserDistribution userDist=kPDF, Double_t xmin=1, Double_t xmax=0)
 
template<class Dist >
void SetUserPDF (Dist &pdf, Double_t xmin=1, Double_t xmax=0)
 
void SetUserPDF (const IGenFunction &pdf, Double_t xmin=1, Double_t xmax=0)
 

Static Public Member Functions

static void AndersonDarling2SamplesTest (const ROOT::Fit::BinData &data1, const ROOT::Fit::BinData &data2, Double_t &pvalue, Double_t &testStat)
 
static Double_t PValueADKSamples (UInt_t nsamples, Double_t A2)
 

Private Member Functions

 GoFTest ()
 
 GoFTest (GoFTest &gof)
 
Double_t ExponentialCDF (Double_t x) const
 
Double_t GaussianCDF (Double_t x) const
 
void Instantiate (const Double_t *sample, UInt_t sampleSize)
 
Double_t LogNormalCDF (Double_t x) const
 
void LogSample ()
 
GoFTest operator= (GoFTest &gof)
 
Double_t PValueAD1Sample (Double_t A2) const
 
void SetCDF ()
 
void SetDistributionFunction (const IGenFunction &cdf, Bool_t isPDF, Double_t xmin, Double_t xmax)
 
void SetParameters ()
 
void SetSamples (std::vector< const Double_t *> samples, const std::vector< UInt_t > samplesSizes)
 

Static Private Member Functions

static Double_t GetSigmaN (const std::vector< UInt_t > &ns, UInt_t N)
 
static Double_t InterpolatePValues (int nsamples, Double_t A2)
 

Private Attributes

std::unique_ptr< IGenFunction > fCDF
 
std::vector< Double_t > fCombinedSamples
 
EDistribution fDist
 
Double_t fMean
 
std::vector< std::vector< Double_t > > fSamples
 
Double_t fSigma
 
Bool_t fTestSampleFromH0
 

#include <Math/GoFTest.h>

Member Enumeration Documentation

◆ EDistribution

enum ROOT::Math::GoFTest::EDistribution
Enumerator
kUndefined 
kUserDefined 
kGaussian 
kLogNormal 
kExponential 

Definition at line 41 of file GoFTest.h.

◆ ETestType

enum ROOT::Math::GoFTest::ETestType
Enumerator
kAD 
kAD2s 
kKS 
kKS2s 

Definition at line 54 of file GoFTest.h.

◆ EUserDistribution

enum ROOT::Math::GoFTest::EUserDistribution
Enumerator
kCDF 
kPDF 

Definition at line 49 of file GoFTest.h.

Constructor & Destructor Documentation

◆ GoFTest() [1/6]

ROOT::Math::GoFTest::GoFTest ( UInt_t  sample1Size,
const Double_t *  sample1,
UInt_t  sample2Size,
const Double_t *  sample2 
)

Definition at line 132 of file GoFTest.cxx.

◆ GoFTest() [2/6]

ROOT::Math::GoFTest::GoFTest ( UInt_t  sampleSize,
const Double_t *  sample,
EDistribution  dist = kUndefined 
)

Definition at line 160 of file GoFTest.cxx.

◆ GoFTest() [3/6]

template<class Dist >
ROOT::Math::GoFTest::GoFTest ( UInt_t  sampleSize,
const Double_t *  sample,
Dist &  dist,
EUserDistribution  userDist = kPDF,
Double_t  xmin = 1,
Double_t  xmax = 0 
)
inline

Definition at line 69 of file GoFTest.h.

◆ GoFTest() [4/6]

ROOT::Math::GoFTest::GoFTest ( UInt_t  sampleSize,
const Double_t *  sample,
const IGenFunction &  dist,
EUserDistribution  userDist = kPDF,
Double_t  xmin = 1,
Double_t  xmax = 0 
)
inline

Definition at line 77 of file GoFTest.h.

◆ ~GoFTest()

ROOT::Math::GoFTest::~GoFTest ( )
virtual

Definition at line 178 of file GoFTest.cxx.

◆ GoFTest() [5/6]

ROOT::Math::GoFTest::GoFTest ( )
private

◆ GoFTest() [6/6]

ROOT::Math::GoFTest::GoFTest ( GoFTest &  gof)
private

Member Function Documentation

◆ AndersonDarling2SamplesTest() [1/3]

void ROOT::Math::GoFTest::AndersonDarling2SamplesTest ( Double_t &  pvalue,
Double_t &  testStat 
) const

Definition at line 644 of file GoFTest.cxx.

◆ AndersonDarling2SamplesTest() [2/3]

Double_t ROOT::Math::GoFTest::AndersonDarling2SamplesTest ( const Char_t *  option = "p") const

Definition at line 850 of file GoFTest.cxx.

◆ AndersonDarling2SamplesTest() [3/3]

void ROOT::Math::GoFTest::AndersonDarling2SamplesTest ( const ROOT::Fit::BinData &  data1,
const ROOT::Fit::BinData &  data2,
Double_t &  pvalue,
Double_t &  testStat 
)
static

Definition at line 746 of file GoFTest.cxx.

◆ AndersonDarlingTest() [1/2]

void ROOT::Math::GoFTest::AndersonDarlingTest ( Double_t &  pvalue,
Double_t &  testStat 
) const

Definition at line 858 of file GoFTest.cxx.

◆ AndersonDarlingTest() [2/2]

Double_t ROOT::Math::GoFTest::AndersonDarlingTest ( const Char_t *  option = "p") const

Definition at line 886 of file GoFTest.cxx.

◆ ExponentialCDF()

Double_t ROOT::Math::GoFTest::ExponentialCDF ( Double_t  x) const
private

Definition at line 297 of file GoFTest.cxx.

◆ GaussianCDF()

Double_t ROOT::Math::GoFTest::GaussianCDF ( Double_t  x) const
private

Definition at line 293 of file GoFTest.cxx.

◆ GetSigmaN()

Double_t ROOT::Math::GoFTest::GetSigmaN ( const std::vector< UInt_t > &  ns,
UInt_t  N 
)
staticprivate

Definition at line 309 of file GoFTest.cxx.

◆ Instantiate()

void ROOT::Math::GoFTest::Instantiate ( const Double_t *  sample,
UInt_t  sampleSize 
)
private

Definition at line 275 of file GoFTest.cxx.

◆ InterpolatePValues()

static Double_t ROOT::Math::GoFTest::InterpolatePValues ( int  nsamples,
Double_t  A2 
)
staticprivate

◆ KolmogorovSmirnov2SamplesTest() [1/2]

void ROOT::Math::GoFTest::KolmogorovSmirnov2SamplesTest ( Double_t &  pvalue,
Double_t &  testStat 
) const

Definition at line 892 of file GoFTest.cxx.

◆ KolmogorovSmirnov2SamplesTest() [2/2]

Double_t ROOT::Math::GoFTest::KolmogorovSmirnov2SamplesTest ( const Char_t *  option = "p") const

Definition at line 909 of file GoFTest.cxx.

◆ KolmogorovSmirnovTest() [1/2]

void ROOT::Math::GoFTest::KolmogorovSmirnovTest ( Double_t &  pvalue,
Double_t &  testStat 
) const

Definition at line 917 of file GoFTest.cxx.

◆ KolmogorovSmirnovTest() [2/2]

Double_t ROOT::Math::GoFTest::KolmogorovSmirnovTest ( const Char_t *  option = "p") const

Definition at line 941 of file GoFTest.cxx.

◆ LogNormalCDF()

Double_t ROOT::Math::GoFTest::LogNormalCDF ( Double_t  x) const
private

◆ LogSample()

void ROOT::Math::GoFTest::LogSample ( )
private

Definition at line 301 of file GoFTest.cxx.

◆ operator()() [1/2]

void ROOT::Math::GoFTest::operator() ( ETestType  test,
Double_t &  pvalue,
Double_t &  testStat 
) const

Definition at line 208 of file GoFTest.cxx.

◆ operator()() [2/2]

Double_t ROOT::Math::GoFTest::operator() ( ETestType  test = kAD,
const Char_t *  option = "p" 
) const

Definition at line 225 of file GoFTest.cxx.

◆ operator=()

GoFTest ROOT::Math::GoFTest::operator= ( GoFTest &  gof)
private

◆ PValueAD1Sample()

Double_t ROOT::Math::GoFTest::PValueAD1Sample ( Double_t  A2) const
private

Definition at line 481 of file GoFTest.cxx.

◆ PValueADKSamples()

Double_t ROOT::Math::GoFTest::PValueADKSamples ( UInt_t  nsamples,
Double_t  A2 
)
static

Definition at line 351 of file GoFTest.cxx.

◆ SetCDF()

void ROOT::Math::GoFTest::SetCDF ( )
private

Definition at line 244 of file GoFTest.cxx.

◆ SetDistribution()

void ROOT::Math::GoFTest::SetDistribution ( EDistribution  dist)

Definition at line 123 of file GoFTest.cxx.

◆ SetDistributionFunction()

void ROOT::Math::GoFTest::SetDistributionFunction ( const IGenFunction &  cdf,
Bool_t  isPDF,
Double_t  xmin,
Double_t  xmax 
)
private

Definition at line 263 of file GoFTest.cxx.

◆ SetParameters()

void ROOT::Math::GoFTest::SetParameters ( )
private

Definition at line 203 of file GoFTest.cxx.

◆ SetSamples()

void ROOT::Math::GoFTest::SetSamples ( std::vector< const Double_t *>  samples,
const std::vector< UInt_t >  samplesSizes 
)
private

Definition at line 180 of file GoFTest.cxx.

◆ SetUserCDF() [1/2]

template<class Dist >
void ROOT::Math::GoFTest::SetUserCDF ( Dist &  cdf,
Double_t  xmin = 1,
Double_t  xmax = 0 
)
inline

Definition at line 111 of file GoFTest.h.

◆ SetUserCDF() [2/2]

void ROOT::Math::GoFTest::SetUserCDF ( const IGenFunction &  cdf,
Double_t  xmin = 1,
Double_t  xmax = 0 
)
inline

Definition at line 116 of file GoFTest.h.

◆ SetUserDistribution() [1/2]

template<class Dist >
void ROOT::Math::GoFTest::SetUserDistribution ( Dist &  dist,
EUserDistribution  userDist = kPDF,
Double_t  xmin = 1,
Double_t  xmax = 0 
)
inline

Definition at line 86 of file GoFTest.h.

◆ SetUserDistribution() [2/2]

void ROOT::Math::GoFTest::SetUserDistribution ( const IGenFunction &  dist,
GoFTest::EUserDistribution  userDist = kPDF,
Double_t  xmin = 1,
Double_t  xmax = 0 
)
inline

Definition at line 92 of file GoFTest.h.

◆ SetUserPDF() [1/2]

template<class Dist >
void ROOT::Math::GoFTest::SetUserPDF ( Dist &  pdf,
Double_t  xmin = 1,
Double_t  xmax = 0 
)
inline

Definition at line 98 of file GoFTest.h.

◆ SetUserPDF() [2/2]

void ROOT::Math::GoFTest::SetUserPDF ( const IGenFunction &  pdf,
Double_t  xmin = 1,
Double_t  xmax = 0 
)
inline

Definition at line 103 of file GoFTest.h.

Member Data Documentation

◆ fCDF

std::unique_ptr<IGenFunction> ROOT::Math::GoFTest::fCDF
private

Definition at line 181 of file GoFTest.h.

◆ fCombinedSamples

std::vector<Double_t> ROOT::Math::GoFTest::fCombinedSamples
private

Definition at line 189 of file GoFTest.h.

◆ fDist

EDistribution ROOT::Math::GoFTest::fDist
private

Definition at line 184 of file GoFTest.h.

◆ fMean

Double_t ROOT::Math::GoFTest::fMean
private

Definition at line 186 of file GoFTest.h.

◆ fSamples

std::vector<std::vector<Double_t> > ROOT::Math::GoFTest::fSamples
private

Definition at line 191 of file GoFTest.h.

◆ fSigma

Double_t ROOT::Math::GoFTest::fSigma
private

Definition at line 187 of file GoFTest.h.

◆ fTestSampleFromH0

Bool_t ROOT::Math::GoFTest::fTestSampleFromH0
private

Definition at line 193 of file GoFTest.h.

The documentation for this class was generated from the following files: