itk::Statistics::LogLikelihoodGoodnessOfFitFunction< TInputHistogram > Class Template Reference

calculates loglikelihood ratio statistics. More...

#include <itkLogLikelihoodGoodnessOfFitFunction.h>

Inheritance diagram for itk::Statistics::LogLikelihoodGoodnessOfFitFunction:

[legend]Collaboration diagram for itk::Statistics::LogLikelihoodGoodnessOfFitFunction< TInputHistogram >:

[legend]List of all members.

Public Types
typedef LogLikelihoodGoodnessOfFitFunction	Self
typedef GoodnessOfFitFunctionBase< TInputHistogram >	Superclass
typedef SmartPointer< Self >	Pointer
typedef SmartPointer< const Self >	ConstPointer
typedef TInputHistogram::MeasurementType	MeasurementType
typedef TInputHistogram::MeasurementVectorType	MeasurementVectorType
Public Methods
virtual const char *	GetClassName () const
	itkStaticConstMacro (MeasurementVectorSize, unsigned int, TInputHistogram::MeasurementVectorSize)
Static Public Methods
Pointer	New ()
Protected Methods
	LogLikelihoodGoodnessOfFitFunction ()
virtual	~LogLikelihoodGoodnessOfFitFunction ()
virtual void	GenerateData ()

---

Detailed Description

template<class TInputHistogram>
class itk::Statistics::LogLikelihoodGoodnessOfFitFunction< TInputHistogram >

calculates loglikelihood ratio statistics.

This function needs an expected histogram in addition to the observed histogram.

The statistics is

where is the observed frequency of the th bin, and is the expected frequency.

See also:

GoodnessOfFitFunctionBase, GoodnessOfFitMixtureModelCostFunction

Definition at line 42 of file itkLogLikelihoodGoodnessOfFitFunction.h.

---

Member Typedef Documentation

template<class TInputHistogram> typedef SmartPointer< const Self > itk::Statistics::LogLikelihoodGoodnessOfFitFunction< TInputHistogram >::ConstPointer

Reimplemented from itk::Statistics::GoodnessOfFitFunctionBase< TInputHistogram >. Definition at line 50 of file itkLogLikelihoodGoodnessOfFitFunction.h.

template<class TInputHistogram> typedef TInputHistogram::MeasurementType itk::Statistics::LogLikelihoodGoodnessOfFitFunction< TInputHistogram >::MeasurementType

Reimplemented from itk::Statistics::GoodnessOfFitFunctionBase< TInputHistogram >. Definition at line 62 of file itkLogLikelihoodGoodnessOfFitFunction.h.

template<class TInputHistogram> typedef TInputHistogram::MeasurementVectorType itk::Statistics::LogLikelihoodGoodnessOfFitFunction< TInputHistogram >::MeasurementVectorType

Reimplemented from itk::Statistics::GoodnessOfFitFunctionBase< TInputHistogram >. Definition at line 63 of file itkLogLikelihoodGoodnessOfFitFunction.h.

template<class TInputHistogram> typedef SmartPointer< Self > itk::Statistics::LogLikelihoodGoodnessOfFitFunction< TInputHistogram >::Pointer

Reimplemented from itk::Statistics::GoodnessOfFitFunctionBase< TInputHistogram >. Definition at line 49 of file itkLogLikelihoodGoodnessOfFitFunction.h.

template<class TInputHistogram> typedef LogLikelihoodGoodnessOfFitFunction itk::Statistics::LogLikelihoodGoodnessOfFitFunction< TInputHistogram >::Self

Standard class typedefs Reimplemented from itk::Statistics::GoodnessOfFitFunctionBase< TInputHistogram >. Definition at line 47 of file itkLogLikelihoodGoodnessOfFitFunction.h.

template<class TInputHistogram> typedef GoodnessOfFitFunctionBase< TInputHistogram > itk::Statistics::LogLikelihoodGoodnessOfFitFunction< TInputHistogram >::Superclass

Reimplemented from itk::Statistics::GoodnessOfFitFunctionBase< TInputHistogram >. Definition at line 48 of file itkLogLikelihoodGoodnessOfFitFunction.h.

---

Constructor & Destructor Documentation

template<class TInputHistogram> itk::Statistics::LogLikelihoodGoodnessOfFitFunction< TInputHistogram >::LogLikelihoodGoodnessOfFitFunction (    )  [protected]

template<class TInputHistogram> virtual itk::Statistics::LogLikelihoodGoodnessOfFitFunction< TInputHistogram >::~LogLikelihoodGoodnessOfFitFunction (    )  [inline, protected, virtual]

Definition at line 67 of file itkLogLikelihoodGoodnessOfFitFunction.h.

---

Member Function Documentation

template<class TInputHistogram> virtual void itk::Statistics::LogLikelihoodGoodnessOfFitFunction< TInputHistogram >::GenerateData (    )  [protected, virtual]

calculates the loglikelihood ratio statistics Reimplemented from itk::Statistics::GoodnessOfFitFunctionBase< TInputHistogram >.

template<class TInputHistogram> virtual const char* itk::Statistics::LogLikelihoodGoodnessOfFitFunction< TInputHistogram >::GetClassName (    )  const [virtual]

Run-time type information (and related methods). Reimplemented from itk::Statistics::GoodnessOfFitFunctionBase< TInputHistogram >.

template<class TInputHistogram> itk::Statistics::LogLikelihoodGoodnessOfFitFunction< TInputHistogram >::itkStaticConstMacro (  MeasurementVectorSize   , unsigned    int, TInputHistogram::MeasurementVectorSize    )

typedefs from InputHistogram Reimplemented from itk::Statistics::GoodnessOfFitFunctionBase< TInputHistogram >.

template<class TInputHistogram> Pointer itk::Statistics::LogLikelihoodGoodnessOfFitFunction< TInputHistogram >::New (    )  [static]

Method for creation through the object factory. Reimplemented from itk::Statistics::GoodnessOfFitFunctionBase< TInputHistogram >.

---

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

• itkLogLikelihoodGoodnessOfFitFunction.h

---