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

calculates loglikelihood ratio statistics More...

Inheritance diagram for itk::Statistics::LogLikelihoodGoodnessOfFitFunction< TInputHistogram >:

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


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 Member Functions
virtual const char *	GetClassName () const
	itkStaticConstMacro (MeasurementVectorSize, unsigned int, TInputHistogram::MeasurementVectorSize)
Static Public Member Functions
Pointer	New ()
Protected Member Functions
	LogLikelihoodGoodnessOfFitFunction ()
virtual	~LogLikelihoodGoodnessOfFitFunction ()
virtual void	GenerateData ()

Detailed Description

calculates loglikelihood ratio statistics

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

The statistics is $\sum^{k}_{i=1}x_{i}\log(x_{i}/n\pi_{0i}$

where $x_{i]$ is the observed frequency of the $i$ th bin, and $n\pi_{0i}$ is the expected frequency.

template<class TInputHistogram>

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

Definition at line 67 of file itkLogLikelihoodGoodnessOfFitFunction.h.

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:

Generated at Sat Mar 31 03:13:41 2007 for ITK by