Computational Morphometry Toolkit: cmtk::HypothesisTests Class Reference

Statistical hypothesis testing between groups of images. More...

#include <cmtkHypothesisTests.h>

List of all members.

Static Public Member Functions
static TypedArray::SmartPtr	GetUnpairedTwoTailedTTest (std::vector< TypedArray::SmartPtr > &dataX, std::vector< TypedArray::SmartPtr > &dataY, TypedArray::SmartPtr tstatData, TypedArray::SmartPtr avgXData, TypedArray::SmartPtr avgYData, const TypedArray mask=NULL)
	Test Jacobian maps of two populations for statistical independence.
static TypedArray::SmartPtr	GetPairedTwoTailedTTest (std::vector< TypedArray::SmartPtr > &dataX, std::vector< TypedArray::SmartPtr > &dataY, TypedArray::SmartPtr tstatData, TypedArray::SmartPtr avgXData, TypedArray::SmartPtr avgYData, const TypedArray mask=NULL)
	Test parameter maps of two populations for statistical independence.
static TypedArray::SmartPtr	GetPairedCorrelation (std::vector< TypedArray::SmartPtr > &dataX, std::vector< TypedArray::SmartPtr > &dataY, TypedArray::SmartPtr pData=NULL, const TypedArray mask=NULL)
	Get pixel-wise correlation between two sets of input images.
static TypedArray::SmartPtr	GetOneSampleTTest (std::vector< TypedArray::SmartPtr > &dataX, TypedArray::SmartPtr tstatData, TypedArray::SmartPtr avgXData, const TypedArray *mask=NULL)
	Test mean of Jacobian map of a single population for difference from zero.
static TypedArray::SmartPtr	GetHeritability (std::vector< TypedArray::SmartPtr > &dataX, std::vector< TypedArray::SmartPtr > &dataY, const TypedArray *mask=NULL)
	Get pixelwise heritability of two populations.
static TypedArray::SmartPtr	GetZScores (std::vector< TypedArray::SmartPtr > &dataX, std::vector< TypedArray::SmartPtr > &dataY, const TypedArray *mask=NULL)
	Get pixelwise z-scores.
static TypedArray::SmartPtr	GetGeneticCovariance (std::vector< TypedArray::SmartPtr > &dataMZ, std::vector< TypedArray::SmartPtr > &dataDZ, const TypedArray *mask=NULL)
	Get pixelwise genetic covariance from MZ and DZ twin data.

Detailed Description

Statistical hypothesis testing between groups of images.

Definition at line 52 of file cmtkHypothesisTests.h.

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

libs/Base/cmtkHypothesisTests.h
libs/Base/cmtkHypothesisTests.cxx

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