vtkCorrelativeStatistics - A class for linear correlation More...

Inheritance diagram for Kitware.VTK.vtkCorrelativeStatistics:

Collaboration diagram for Kitware.VTK.vtkCorrelativeStatistics:

Public Member Functions
	vtkCorrelativeStatistics (IntPtr rawCppThis, bool callDisposalMethod, bool strong)
	Automatically generated constructor - called from generated code. DO NOT call directly.
	vtkCorrelativeStatistics ()
	Undocumented Block.
override void	Aggregate (vtkDataObjectCollection arg0, vtkMultiBlockDataSet arg1)
	Given a collection of models, calculate aggregate model.
override int	IsA (string type)
	Undocumented Block.
new vtkCorrelativeStatistics	NewInstance ()
	Undocumented Block.
Static Public Member Functions
static new vtkCorrelativeStatistics	New ()
	Undocumented Block.
static new int	IsTypeOf (string type)
	Undocumented Block.
static new vtkCorrelativeStatistics	SafeDownCast (vtkObjectBase o)
	Undocumented Block.
Public Attributes
new const string	MRFullTypeName = "Kitware.VTK.vtkCorrelativeStatistics"
	Automatically generated type registration mechanics.
Static Public Attributes
static new readonly string	MRClassNameKey = "24vtkCorrelativeStatistics"
	Automatically generated type registration mechanics.
Protected Member Functions
override void	Dispose (bool disposing)
	Automatically generated protected Dispose method - called from public Dispose or the C# destructor. DO NOT call directly.
Private Member Functions
static internal IntPtr	vtkCorrelativeStatistics_New (ref uint mteStatus, ref uint mteIndex, ref uint rawRefCount)
static internal void	vtkCorrelativeStatistics_Aggregate_01 (HandleRef pThis, HandleRef arg0, HandleRef arg1)
static internal int	vtkCorrelativeStatistics_IsA_02 (HandleRef pThis, string type)
static internal int	vtkCorrelativeStatistics_IsTypeOf_03 (string type)
static internal IntPtr	vtkCorrelativeStatistics_NewInstance_05 (HandleRef pThis, ref uint mteStatus, ref uint mteIndex, ref uint rawRefCount)
static internal IntPtr	vtkCorrelativeStatistics_SafeDownCast_06 (HandleRef o, ref uint mteStatus, ref uint mteIndex, ref uint rawRefCount)
Static Private Member Functions
static	vtkCorrelativeStatistics ()
	Automatically generated type registration mechanics.

Detailed Description

vtkCorrelativeStatistics - A class for linear correlation

Description Given a selection of pairs of columns of interest, this class provides the following functionalities, depending on the chosen execution options: Learn: calculate extremal values, sample mean, and M2 aggregates (cf. P. Pebay, Formulas for robust, one-pass parallel computation of covariances and Arbitrary-Order Statistical Moments, Sandia Report SAND2008-6212, Sep 2008, http://infoserve.sandia.gov/sand_doc/2008/086212.pdf for details) Derive: calculate unbiased variance and covariance estimators, estimator of standard deviations, linear regressions, and Pearson correlation coefficient. Assess: given an input data set, two means and a 2x2 covariance matrix, mark each datum with corresponding relative deviation (2-dimensional Mahlanobis distance). Test: no statistical tests available yet.

Thanks Thanks to Philippe Pebay and David Thompson from Sandia National Laboratories for implementing this class.

Constructor & Destructor Documentation

static Kitware.VTK.vtkCorrelativeStatistics.vtkCorrelativeStatistics ( ) [static, private]

Automatically generated type registration mechanics.

Kitware.VTK.vtkCorrelativeStatistics.vtkCorrelativeStatistics	(	IntPtr	rawCppThis,
		bool	callDisposalMethod,
		bool	strong
	)

Automatically generated constructor - called from generated code. DO NOT call directly.

Kitware.VTK.vtkCorrelativeStatistics.vtkCorrelativeStatistics ( )

Undocumented Block.

Member Function Documentation

override void Kitware.VTK.vtkCorrelativeStatistics.Aggregate	(	vtkDataObjectCollection	arg0,
		vtkMultiBlockDataSet	arg1
	)		`[virtual]`

Given a collection of models, calculate aggregate model.

Reimplemented from Kitware.VTK.vtkStatisticsAlgorithm.

override void Kitware.VTK.vtkCorrelativeStatistics.Dispose ( bool disposing ) [protected]

Automatically generated protected Dispose method - called from public Dispose or the C# destructor. DO NOT call directly.

Reimplemented from Kitware.VTK.vtkBivariateStatisticsAlgorithm.

Reimplemented in Kitware.VTK.vtkPCorrelativeStatistics.

override int Kitware.VTK.vtkCorrelativeStatistics.IsA ( string type ) [virtual]

Undocumented Block.

Reimplemented from Kitware.VTK.vtkBivariateStatisticsAlgorithm.

Reimplemented in Kitware.VTK.vtkPCorrelativeStatistics.

static new int Kitware.VTK.vtkCorrelativeStatistics.IsTypeOf ( string type ) [static]

Undocumented Block.

Reimplemented from Kitware.VTK.vtkBivariateStatisticsAlgorithm.

Reimplemented in Kitware.VTK.vtkPCorrelativeStatistics.

static new vtkCorrelativeStatistics Kitware.VTK.vtkCorrelativeStatistics.New ( ) [static]

Undocumented Block.

Reimplemented from Kitware.VTK.vtkTableAlgorithm.

Reimplemented in Kitware.VTK.vtkPCorrelativeStatistics.

new vtkCorrelativeStatistics Kitware.VTK.vtkCorrelativeStatistics.NewInstance ( )

Undocumented Block.

Reimplemented from Kitware.VTK.vtkBivariateStatisticsAlgorithm.

Reimplemented in Kitware.VTK.vtkPCorrelativeStatistics.

static new vtkCorrelativeStatistics Kitware.VTK.vtkCorrelativeStatistics.SafeDownCast ( vtkObjectBase o ) [static]

Undocumented Block.

Reimplemented from Kitware.VTK.vtkBivariateStatisticsAlgorithm.

Reimplemented in Kitware.VTK.vtkPCorrelativeStatistics.

Here is the call graph for this function:

static internal void Kitware.VTK.vtkCorrelativeStatistics.vtkCorrelativeStatistics_Aggregate_01	(	HandleRef	pThis,
		HandleRef	arg0,
		HandleRef	arg1
	)		`[private]`

static internal int Kitware.VTK.vtkCorrelativeStatistics.vtkCorrelativeStatistics_IsA_02	(	HandleRef	pThis,
		string	type
	)		`[private]`

static internal int Kitware.VTK.vtkCorrelativeStatistics.vtkCorrelativeStatistics_IsTypeOf_03 ( string type ) [private]

static internal IntPtr Kitware.VTK.vtkCorrelativeStatistics.vtkCorrelativeStatistics_New	(	ref uint	mteStatus,
		ref uint	mteIndex,
		ref uint	rawRefCount
	)		`[private]`

static internal IntPtr Kitware.VTK.vtkCorrelativeStatistics.vtkCorrelativeStatistics_NewInstance_05	(	HandleRef	pThis,
		ref uint	mteStatus,
		ref uint	mteIndex,
		ref uint	rawRefCount
	)		`[private]`

static internal IntPtr Kitware.VTK.vtkCorrelativeStatistics.vtkCorrelativeStatistics_SafeDownCast_06	(	HandleRef	o,
		ref uint	mteStatus,
		ref uint	mteIndex,
		ref uint	rawRefCount
	)		`[private]`