A templated class for handling generic vector RVs. More...

#include <GenericVectorRV.h>

Inheritance diagram for QUESO::GenericVectorRV< V, M >:

Public Member Functions
Constructor/Destructor methods
	GenericVectorRV (const char *prefix, const VectorSet< V, M > &imageSet)
	Default constructor. More...

	GenericVectorRV (const char *prefix, const VectorSet< V, M > &imageSet, BaseJointPdf< V, M > &pdf, BaseVectorRealizer< V, M > &realizer, const BaseVectorCdf< V, M > &subCdf, const BaseVectorCdf< V, M > &unifiedCdf, const BaseVectorMdf< V, M > &mdf)
	Constructor. More...

virtual	~GenericVectorRV ()
	Virtual destructor. More...

Random variable-handling methods
void	setPdf (BaseJointPdf< V, M > &pdf)
	Sets the PDF of `this` vector RV to `pdf`. More...

void	setRealizer (BaseVectorRealizer< V, M > &realizer)
	Sets the realizer of `this` vector RV to `realizer`. More...

void	setSubCdf (BaseVectorCdf< V, M > &subCdf)
	Sets the CDF of the sub-sequence of `this` vector RV to `subCdf`. More...

void	setUnifiedCdf (BaseVectorCdf< V, M > &unifiedCdf)
	Sets the CDF of the unified sequence of `this` vector RV to `unifiedCdf`. More...

void	setMdf (BaseVectorMdf< V, M > &mdf)
	Sets the MDF of `this` vector RV to `Mdf`. More...

I/O methods
void	print (std::ostream &os) const
	TODO: Prints the vector RV. More...

Public Member Functions inherited from QUESO::BaseVectorRV< V, M >
virtual double	estimateENT_ANN () const

	BaseVectorRV (const char *prefix, const VectorSet< V, M > &imageSet)
	Constructor. More...

virtual	~BaseVectorRV ()
	Virtual destructor. More...

const BaseEnvironment &	env () const
	QUESO environment; access to private attribute m_env. More...

const VectorSet< V, M > &	imageSet () const
	Image set of the vector RV; access to private attribute m_imageSet. More...

const BaseJointPdf< V, M > &	pdf () const
	Posterior Density Function of the vector RV; access to private attribute m_pdf. More...

bool	has_realizer () const
	Returns true iff this RV has the ability to produce realizations (samples) More...

const BaseVectorRealizer< V, M > &	realizer () const
	Finds a realization (sample) of the PDF of this vector RV; access to private attribute m_realizer. More...

const BaseVectorCdf< V, M > &	subCdf () const
	Finds the Cumulative Distribution Function of this vector RV, considering only the sub-sequence of data; access to private attribute m_subCdf. More...

const BaseVectorCdf< V, M > &	unifiedCdf () const
	Finds the Cumulative Distribution Function of this vector RV, considering the unified sequence of data; access to private attribute m_unifiedCdf. More...

const BaseVectorMdf< V, M > &	mdf () const
	Finds the Marginal Density Function of this vector RV; access to private attribute m_mdf. More...

Additional Inherited Members
Protected Attributes inherited from QUESO::BaseVectorRV< V, M >
const BaseEnvironment &	m_env

std::string	m_prefix

const VectorSet< V, M > &	m_imageSet

BaseJointPdf< V, M > *	m_pdf

BaseVectorRealizer< V, M > *	m_realizer

const BaseVectorCdf< V, M > *	m_subCdf

const BaseVectorCdf< V, M > *	m_unifiedCdf

const BaseVectorMdf< V, M > *	m_mdf

Detailed Description

template<class V = GslVector, class M = GslMatrix>
class QUESO::GenericVectorRV< V, M >

A templated class for handling generic vector RVs.

This class allows the user to compute the value of the PDF of a generic random variable (RV) and to generate realizations (samples) from such PDF. This is the class used by QUESO to store the solution of an statistical inverse problem.

Definition at line 52 of file GenericVectorRV.h.

Constructor & Destructor Documentation

template<class V, class M>

QUESO::GenericVectorRV< V, M >::GenericVectorRV	(	const char *	prefix,
		const VectorSet< V, M > &	imageSet
	)

Default constructor.

Constructs a new instance, given a prefix and the image set of the vector RV.

Definition at line 33 of file GenericVectorRV.C.

References QUESO::BaseEnvironment::displayVerbosity(), QUESO::BaseVectorRV< V, M >::m_env, QUESO::BaseVectorRV< V, M >::m_prefix, and QUESO::BaseEnvironment::subDisplayFile().

   :
   BaseVectorRV<V,M>(((std::string)(prefix)+"gen").c_str(),imageSet)
 {
   if ((m_env.subDisplayFile()) && (m_env.displayVerbosity() >= 54)) {
     *m_env.subDisplayFile() << "Entering GenericVectorRV<V,M>::constructor() [1]"
                             << ": prefix = " << m_prefix
                             << std::endl;
   }
 
   if ((m_env.subDisplayFile()) && (m_env.displayVerbosity() >= 54)) {
     *m_env.subDisplayFile() << "Leaving GenericVectorRV<V,M>::constructor() [1]"
                             << ": prefix = " << m_prefix
                             << std::endl;
   }
 }

template<class V, class M>

QUESO::GenericVectorRV< V, M >::GenericVectorRV	(	const char *	prefix,
		const VectorSet< V, M > &	imageSet,
		BaseJointPdf< V, M > &	pdf,
		BaseVectorRealizer< V, M > &	realizer,
		const BaseVectorCdf< V, M > &	subCdf,
		const BaseVectorCdf< V, M > &	unifiedCdf,
		const BaseVectorMdf< V, M > &	mdf
	)

Constructor.

Constructs a new instance, given all the attributes that characterize the vector RV: prefix, image set, pdf, etc.

Definition at line 53 of file GenericVectorRV.C.

   :
   BaseVectorRV<V,M>(((std::string)(prefix)+"gen").c_str(),imageSet)
 {
   if ((m_env.subDisplayFile()) && (m_env.displayVerbosity() >= 54)) {
     *m_env.subDisplayFile() << "Entering GenericVectorRV<V,M>::constructor() [2]"
                             << ": prefix = " << m_prefix
                             << std::endl;
   }
 
   m_pdf        = &pdf;
   m_realizer   = &realizer;
   m_subCdf     = &subCdf;
   m_unifiedCdf = &unifiedCdf;
   m_mdf        = &mdf;
 
   if ((m_env.subDisplayFile()) && (m_env.displayVerbosity() >= 54)) {
     *m_env.subDisplayFile() << "Leaving GenericVectorRV<V,M>::constructor() [2]"
                             << ": prefix = " << m_prefix
                             << std::endl;
   }
 }

template<class V , class M >

QUESO::GenericVectorRV< V, M >::~GenericVectorRV ( )

virtual

Virtual destructor.

Definition at line 84 of file GenericVectorRV.C.

85 {

86 }

Member Function Documentation

template<class V , class M >

void QUESO::GenericVectorRV< V, M >::print ( std::ostream & os ) const

virtual

TODO: Prints the vector RV.

Todo:: : implement me!

Implements QUESO::BaseVectorRV< V, M >.

Definition at line 130 of file GenericVectorRV.C.

 {
   os << "GenericVectorRV<V,M>::print() says, 'Please implement me.'" << std::endl;
   return;
 }

template<class V, class M>

void QUESO::GenericVectorRV< V, M >::setMdf ( BaseVectorMdf< V, M > & mdf )

Sets the MDF of this vector RV to Mdf.

Definition at line 122 of file GenericVectorRV.C.

 {
   m_mdf = &mdf;
   return;
 }

template<class V, class M>

void QUESO::GenericVectorRV< V, M >::setPdf ( BaseJointPdf< V, M > & pdf )

Sets the PDF of this vector RV to pdf.

Definition at line 90 of file GenericVectorRV.C.

Referenced by QUESO::MLSampling< P_V, P_M >::generateSequence_Step08_all().

 {
   m_pdf = &pdf;
   return;
 }

template<class V, class M>

void QUESO::GenericVectorRV< V, M >::setRealizer ( BaseVectorRealizer< V, M > & realizer )

Sets the realizer of this vector RV to realizer.

Definition at line 98 of file GenericVectorRV.C.

 {
   m_realizer = &realizer;
   return;
 }

template<class V, class M>

void QUESO::GenericVectorRV< V, M >::setSubCdf ( BaseVectorCdf< V, M > & subCdf )

Sets the CDF of the sub-sequence of this vector RV to subCdf.

Definition at line 106 of file GenericVectorRV.C.

 {
   m_subCdf = &subCdf;
   return;
 }

template<class V, class M>

void QUESO::GenericVectorRV< V, M >::setUnifiedCdf ( BaseVectorCdf< V, M > & unifiedCdf )

Sets the CDF of the unified sequence of this vector RV to unifiedCdf.

Definition at line 114 of file GenericVectorRV.C.

 {
   m_unifiedCdf = &unifiedCdf;
   return;
 }

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

src/stats/inc/GenericVectorRV.h
src/stats/src/GenericVectorRV.C

Public Member Functions

Additional Inherited Members

Detailed Description

template<class V = GslVector, class M = GslMatrix> class QUESO::GenericVectorRV< V, M >

Constructor & Destructor Documentation

Member Function Documentation

template<class V = GslVector, class M = GslMatrix>
class QUESO::GenericVectorRV< V, M >