OpenMS  2.7.0
Public Member Functions | Private Types | Private Member Functions | Private Attributes | List of all members
AsymmetricStatistics< RealT > Class Template Reference

Internal class for asymmetric distributions. More...

#include <OpenMS/MATH/STATISTICS/AsymmetricStatistics.h>

Inheritance diagram for AsymmetricStatistics< RealT >:
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Collaboration diagram for AsymmetricStatistics< RealT >:
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Public Member Functions

 AsymmetricStatistics ()
 Default constructor. More...
 
RealType variance1 () const
 "variance to the left hand side" More...
 
RealType variance2 () const
 "variance to the right hand side" More...
 
template<typename ProbabilityIterator , typename CoordinateIterator >
void update (ProbabilityIterator const probability_begin, ProbabilityIterator const probability_end, CoordinateIterator const coordinate_begin)
 You can call this as often as you like, using different input vectors. More...
 
- Public Member Functions inherited from BasicStatistics< double >
 BasicStatistics ()
 Default constructor. More...
 
 BasicStatistics (BasicStatistics const &arg)
 Copy constructor. More...
 
BasicStatisticsoperator= (BasicStatistics const &arg)
 Assignment. More...
 
void clear ()
 Set sum, mean, and variance to zero. More...
 
void update (ProbabilityIterator probability_begin, ProbabilityIterator const probability_end)
 This does the actual calculation. More...
 
void update (ProbabilityIterator const probability_begin, ProbabilityIterator const probability_end, CoordinateIterator const coordinate_begin)
 This does the actual calculation. More...
 
RealType mean () const
 Returns the mean. More...
 
void setMean (RealType const &mean)
 
RealType variance () const
 Returns the variance. More...
 
void setVariance (RealType const &variance)
 
RealType sum () const
 Returns the sum. More...
 
void setSum (RealType const &sum)
 
RealType normalDensity_sqrt2pi (RealType coordinate) const
 Returns the density of the normal approximation at point, multiplied by sqrt( 2 * pi ). This saves a division operation compared to normalDensity() More...
 
RealType normalDensity (RealType const coordinate) const
 See normalDensity_sqrt2pi(). Returns the density of the normal distribution at point. More...
 
void normalApproximation (probability_container &probability)
 The argument probability is filled with values according to the normal approximation. Its size() is not changed. The approximation takes place at coordinate positions 0, 1, ..., size()-1. More...
 
void normalApproximation (probability_container &probability, typename probability_container::size_type const size)
 
void normalApproximation (probability_container &probability, coordinate_container const &coordinate)
 The argument probability is filled with values according to the normal approximation. The second argument coordinate contains the positions where the approximation takes place. probability.size() is set to coordinate.size(). More...
 

Protected Attributes

Protected Members
RealType variance1_
 
RealType variance2_
 
- Protected Attributes inherited from BasicStatistics< double >
RealType mean_
 
RealType variance_
 
RealType sum_
 

Private Types

typedef BasicStatistics< RealT > Base
 The real type and basic statistics specified as template argument. More...
 
typedef Base::RealType RealType
 

Private Member Functions

void clear ()
 Set sum, mean, and variance to zero. More...
 

Private Attributes

RealType sum_
 
RealType mean_
 
RealType variance_
 

Additional Inherited Members

- Public Types inherited from BasicStatistics< double >
typedef double RealType
 The real type specified as template argument. More...
 
typedef std::vector< RealTypeprobability_container
 
typedef std::vector< RealTypecoordinate_container
 
- Static Public Member Functions inherited from BasicStatistics< double >
static RealType sqrt2pi ()
 Returns sqrt( 2 * pi ), which is useful to normalize the result of normalDensity_sqrt2pi(). More...
 

Detailed Description

template<typename RealT = double>
class OpenMS::Math::AsymmetricStatistics< RealT >

Internal class for asymmetric distributions.

Internal class for asymmetric distributions used for consistency with BasisStatistic class

Member Typedef Documentation

◆ Base

typedef BasicStatistics<RealT> Base
private

The real type and basic statistics specified as template argument.

◆ RealType

typedef Base::RealType RealType
private

Constructor & Destructor Documentation

◆ AsymmetricStatistics()

Default constructor.

Member Function Documentation

◆ clear()

void clear
inlineprivate

Set sum, mean, and variance to zero.

◆ update()

void update ( ProbabilityIterator const  probability_begin,
ProbabilityIterator const  probability_end,
CoordinateIterator const  coordinate_begin 
)
inline

◆ variance1()

RealType variance1 ( ) const
inline

"variance to the left hand side"

References AsymmetricStatistics< RealT >::variance1_.

◆ variance2()

RealType variance2 ( ) const
inline

"variance to the right hand side"

References AsymmetricStatistics< RealT >::variance2_.

Member Data Documentation

◆ mean_

RealType mean_
private

◆ sum_

RealType sum_
private

◆ variance1_

RealType variance1_
protected

◆ variance2_

RealType variance2_
protected

◆ variance_

RealType variance_
private