---

MultiGaussianState1D Class Reference

One-dimensional multi-Gaussian mixture: weighted sum of single Gaussian components. More...

#include <TrackingTools/GsfTools/interface/MultiGaussianState1D.h>

List of all members.

Public Types
typedef std::vector < SingleGaussianState1D >	SingleState1dContainer
Public Member Functions
const SingleState1dContainer &	components () const
	access to components
double	mean () const
	combined mean
	MultiGaussianState1D (const SingleState1dContainer &stateV)
	MultiGaussianState1D ()
double	variance () const
	combined variance
double	weight () const
	combined weight
	~MultiGaussianState1D ()
Private Member Functions
void	checkCombinedState () const
	calculation of the combined state (on demand)
Private Attributes
SingleGaussianState1D	theCombinedState
bool	theCombinedStateUp2Date
const SingleState1dContainer	theComponents

---

Detailed Description

One-dimensional multi-Gaussian mixture: weighted sum of single Gaussian components.

Definition at line 12 of file MultiGaussianState1D.h.

---

Member Typedef Documentation

typedef std::vector<SingleGaussianState1D> MultiGaussianState1D::SingleState1dContainer

Definition at line 14 of file MultiGaussianState1D.h.

---

Constructor & Destructor Documentation

MultiGaussianState1D::MultiGaussianState1D

(

)

[inline]

Definition at line 18 of file MultiGaussianState1D.h.

: theCombinedStateUp2Date(false) {}

MultiGaussianState1D::MultiGaussianState1D

(

const SingleState1dContainer &

stateV

)

[inline]

Definition at line 20 of file MultiGaussianState1D.h.

    : theComponents(stateV), theCombinedStateUp2Date(false) {}

MultiGaussianState1D::~MultiGaussianState1D

(

)

[inline]

Definition at line 23 of file MultiGaussianState1D.h.

{}

---

Member Function Documentation

void MultiGaussianState1D::checkCombinedState

(

)

const [private]

calculation of the combined state (on demand)

Definition at line 27 of file MultiGaussianState1D.cc.

References MultiGaussianStateCombiner1D::combine(), theCombinedState, theCombinedStateUp2Date, and theComponents.

Referenced by mean(), and variance().

{
  if (theCombinedStateUp2Date) return;

  MultiGaussianStateCombiner1D combiner;
  theCombinedState = combiner.combine(theComponents);

//   typedef SingleGaussianState<1> SingleState;
//   typedef boost::shared_ptr< SingleGaussianState<1> > SingleStatePtr;
//   typedef std::vector< SingleStatePtr > SingleStateContainer;

//   SingleStateContainer components;
//   for ( SingleState1dContainer::const_iterator ic=theComponents.begin();
//      ic!=theComponents.end(); ic++ ) {
//     SingleStatePtr ssp(new SingleState(SingleState::Vector((*ic).mean()),
//                                     SingleState::Matrix((*ic).variance()),
//                                     (*ic).weight()));
//     components.push_back(ssp);
//   }
//   MultiGaussianState<1> multiState(components);

//   theCombinedState = SingleGaussianState1D(multiState.mean()(0),
//                                         multiState.covariance()(0,0),
//                                         multiState.weight());

  theCombinedStateUp2Date = true;

}

const SingleState1dContainer& MultiGaussianState1D::components

(

)

const [inline]

access to components

Definition at line 32 of file MultiGaussianState1D.h.

References theComponents.

Referenced by MultiGaussianStateCombiner1D::combine(), and GaussianSumUtilities1D::components().

{return theComponents;}

double MultiGaussianState1D::mean

(

)

const

combined mean

Definition at line 15 of file MultiGaussianState1D.cc.

References checkCombinedState(), SingleGaussianState1D::mean(), and theCombinedState.

Referenced by GaussianSumUtilities1D::mean().

{
  checkCombinedState();
  return theCombinedState.mean();
}

double MultiGaussianState1D::variance

(

)

const

combined variance

Definition at line 21 of file MultiGaussianState1D.cc.

References checkCombinedState(), theCombinedState, and SingleGaussianState1D::variance().

Referenced by GaussianSumUtilities1D::variance().

{
  checkCombinedState();
  return theCombinedState.variance();
}

double MultiGaussianState1D::weight

(

)

const

combined weight

Definition at line 5 of file MultiGaussianState1D.cc.

References HLT_VtxMuL3::result, theCombinedState, theCombinedStateUp2Date, theComponents, and SingleGaussianState1D::weight().

Referenced by GaussianSumUtilities1D::weight().

{
  if (theCombinedStateUp2Date) return theCombinedState.weight();
  
  double result(0.);
  for ( SingleState1dContainer::const_iterator ic=theComponents.begin();
        ic!=theComponents.end(); ic++ )  result += (*ic).weight();
  return result;
}

---

Member Data Documentation

SingleGaussianState1D MultiGaussianState1D::theCombinedState [mutable, private]

Definition at line 41 of file MultiGaussianState1D.h.

Referenced by checkCombinedState(), mean(), variance(), and weight().

bool MultiGaussianState1D::theCombinedStateUp2Date [mutable, private]

Definition at line 42 of file MultiGaussianState1D.h.

Referenced by checkCombinedState(), and weight().

const SingleState1dContainer MultiGaussianState1D::theComponents [private]

Definition at line 40 of file MultiGaussianState1D.h.

Referenced by checkCombinedState(), components(), and weight().

---

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

• TrackingTools/GsfTools/interface/MultiGaussianState1D.h
• TrackingTools/GsfTools/src/MultiGaussianState1D.cc

---