gridpp::CrossValidation Class Reference

#include <gridpp.h>

Inheritance diagram for gridpp::CrossValidation:

Public Member Functions
StructureFunctionPtr	clone () const
float	corr (const Point &p1, const Point &p2) const
	Correlation between two points. More...
float	corr_background (const Point &p1, const Point &p2) const
	Correlation between a background point and an observation points. More...
vec	corr_background (const Point &p1, const std::vector< Point > &p2) const
	CrossValidation (StructureFunction &structure, float dist)
	Structure function for performing cross validation experiments. More...
float	localization_distance (const Point &p) const
	Maximum distance for which an observation can have an impact (localization) More...
Public Member Functions inherited from gridpp::StructureFunction
virtual vec	corr (const Point &p1, const std::vector< Point > &p2) const
	StructureFunction (float localization_distance=0)

Additional Inherited Members
Static Public Attributes inherited from gridpp::StructureFunction
static const float	default_min_rho = 0.0013
Protected Member Functions inherited from gridpp::StructureFunction
float	barnes_rho (float dist, float length) const
	Barnes correlation function. More...
float	cressman_rho (float dist, float length) const
	Cressman correlation function. More...
float	linear_rho (float diff, float min_corr) const
	Linear correlation function. More...
float	powerlaw_rho (float dist, float length) const
	Powerlaw correlation function. More...
float	soar_rho (float dist, float length) const
	Compactly supported second-order autoregressive correlation function. More...
float	toar_rho (float dist, float length) const
	Compactly supported third-order autoregressive correlation function. More...
Protected Attributes inherited from gridpp::StructureFunction
float	m_localization_distance

Constructor & Destructor Documentation

CrossValidation()

gridpp::CrossValidation::CrossValidation	(	StructureFunction &	structure,
		float	dist
	)

Structure function for performing cross validation experiments.

End Linear.

Parameters

structure	Base structure function to use
dist	Force background-to-obs correlation to 0 for points within this distance [m]

CrossValidation

Member Function Documentation

clone()

gridpp::StructureFunctionPtr gridpp::CrossValidation::clone ( ) const

virtual

Implements gridpp::StructureFunction.

corr()

float gridpp::CrossValidation::corr ( const Point &  p1, const Point &  p2  ) const

virtual

Correlation between two points.

Parameters

p1	First point
p2	Other point

Returns

Correlation between points

Implements gridpp::StructureFunction.

corr_background() [1/2]

float gridpp::CrossValidation::corr_background ( const Point &  p1, const Point &  p2  ) const

virtual

Correlation between a background point and an observation points.

Parameters

p1	Background point
p2	Observation point

Returns

Correlation between background and observation points

Reimplemented from gridpp::StructureFunction.

corr_background() [2/2]

vec gridpp::CrossValidation::corr_background ( const Point &  p1, const std::vector< Point > &  p2  ) const

virtual

Reimplemented from gridpp::StructureFunction.

localization_distance()

float gridpp::CrossValidation::localization_distance ( const Point &  p ) const

virtual

Maximum distance for which an observation can have an impact (localization)

Returns

Distance [m]

Reimplemented from gridpp::StructureFunction.

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

• /home/thomasn/repos/gridpp/include/gridpp.h
• /home/thomasn/repos/gridpp/src/api/structure.cpp