STK_Stat_Transform.h File Reference

In this file we implement the main transformation on data set. More...

#include <Arrays/include/STK_Const_Arrays.h>
#include "STK_Stat_Functors.h"

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Namespaces
namespace	STK
	The namespace STK is the main domain space of the Statistical ToolKit project.
namespace	STK::Stat
	this is the namespace for the statistical treatment.

Functions
template<class Array , class RowVector >
void	STK::Stat::center (Array &m, RowVector &mean)
	Compute the mean by column of the variables in the container m and center it.
template<class Array , class RowVector >
void	STK::Stat::centerByCol (Array &m, RowVector &mean)
template<class Array , class ColVector >
void	STK::Stat::centerByRow (Array &m, ColVector &mean)
	Compute the mean by row of the variables in the container V and center V.
template<class Array , class Weights , class RowVector >
void	STK::Stat::center (Array &m, Weights const &W, RowVector &mean)
	Compute the weighted mean by column of the variables and center m.
template<class Array , class Weights , class RowVector >
void	STK::Stat::centerByCol (Array &m, Weights const &W, RowVector &mean)
template<class Array , class Weights , class ColVector >
void	STK::Stat::centerByRow (Array &m, Weights const &W, ColVector &mean)
	Compute the weighted mean of the variables by rows and center m.
template<class Array , class RowVector >
void	STK::Stat::standardize (Array &m, RowVector &mean, RowVector &std, bool unbiased=false)
	Compute the mean and the standard deviation by columns of the variable m and standardize it.
template<class RowVector , class Array >
void	STK::Stat::standardizeByCol (Array &m, RowVector &mean, RowVector &std, bool unbiased=false)
template<class Array , class ColVector >
void	STK::Stat::standardizeByRow (Array &m, ColVector &mean, ColVector &std, bool unbiased=false)
	Compute the mean and the standard deviation by rows of the variable m and standardize it.
template<class Array , class Weights , class RowVector >
void	STK::Stat::standardize (Array &m, Weights const &W, RowVector &mean, RowVector &std, bool unbiased=false)
	Compute the weighted means and standard deviations by columns of the variable m and standardize it.
template<class Array , class Weights , class RowVector >
void	STK::Stat::standardizeByCol (Array &m, Weights const &W, RowVector &mean, RowVector &std, bool unbiased=false)
template<class Array , class Weights , class ColVector >
void	STK::Stat::standardizeByRow (Array &m, Weights const &W, ColVector &mean, ColVector &std, bool unbiased=false)
	Compute the weighted means and standard deviations by rows of the variable m and standardize it.
template<class RowVector , class Array >
void	STK::Stat::uncenter (Array &m, RowVector const &mean)
	Add the means to the columns of the container m.
template<class RowVector , class Array >
void	STK::Stat::uncenterByCol (Array &m, RowVector const &mean)
template<class ColVector , class Array >
void	STK::Stat::uncenterByRow (Array &m, ColVector const &mean)
	Add the means to the rows of the container m.
template<class Array , class RowVector >
void	STK::Stat::unstandardize (Array &m, RowVector const &std)
	undo the standardization by columns of the standardized variable m.
template<class Array , class RowVector >
void	STK::Stat::unstandardizeByCol (Array &m, RowVector const &std)
template<class Array , class ColVector >
void	STK::Stat::unstandardizeByRow (Array &m, ColVector const &std)
	undo the standardization by rows of the standardized variable m.
template<class Array , class RowVector >
void	STK::Stat::unstandardize (Array &m, RowVector const &mean, RowVector const &std)
	undo the standardization by columns of the standardized variable m
template<class Array , class RowVector >
void	STK::Stat::unstandardizeByCol (Array &m, RowVector const &mean, RowVector const &std)
template<class Array , class ColVector >
void	STK::Stat::unstandardizeByRow (Array &m, ColVector const &mean, ColVector const &std)
	undo the standardization by rows of the standardized variable m

Detailed Description

In this file we implement the main transformation on data set.

Definition in file STK_Stat_Transform.h.